From 49a49bebe3f972e93add837180f5672a4ae62ce0 Mon Sep 17 00:00:00 2001
From: adamhrv <adam@ahprojects.com>
Date: Thu, 13 Dec 2018 14:33:05 +0100
Subject: new nbs

---
 megapixels/notebooks/bs4_scratch.ipynb             |    243 +-
 .../notebooks/datasets/lfw/clean_lfw_02.ipynb      |    648 +
 megapixels/notebooks/datasets/lfw/lfw.ipynb        |    407 -
 .../datasets/lfw/lfw_knowledge_graph.ipynb         | 319361 ++++++++++++++++++
 megapixels/notebooks/datasets/lfw/lfw_names.ipynb  |    226 +
 megapixels/notebooks/datasets/lfw/lfw_plot.ipynb   |    359 +
 .../notebooks/datasets/lfw/lfw_plot_sklearn.ipynb  | 106895 ++++++
 .../notebooks/datasets/lfw/lfw_vis_bboxes.ipynb    |    407 +
 .../datasets/lfw/output/lfw_mean_crop.png          |    Bin 0 -> 13255 bytes
 .../datasets/lfw/output/lfw_montage_1280.jpg       |    Bin 0 -> 374074 bytes
 .../datasets/lfw/output/lfw_montage_full.png       |    Bin 18324862 -> 75500256 bytes
 .../datasets/lfw/sklean_lfw_plot_faces.ipynb       |    148 -
 .../notebooks/datasets/lfw/split_records.ipynb     |    800 +
 .../datasets/merge_uuid_sha_records.ipynb          |    610 +
 megapixels/notebooks/datasets/sha_uuid.ipynb       |    728 +
 megapixels/notebooks/datasets/test_pd_funcs.ipynb  |    582 +
 .../datasets/vgg_face2/clean_vgg_02.ipynb          |    460 +
 .../datasets/vgg_face2/clean_vgg_02_dask.ipynb     |    464 +
 .../vgg_face2/clean_vgg_identity_meta_kg.ipynb     |   2020 +
 .../notebooks/datasets/vgg_face2/vgg_names.ipynb   |  10028 +
 .../face_analysis/05b_detect_face_dlib_pose.ipynb  |    105 +-
 .../face_analysis/06_face_pose_dlib_mtcnn.ipynb    |    893 +
 .../face_analysis/06_face_pose_dlib_refine.ipynb   |    387 +
 23 files changed, 445131 insertions(+), 640 deletions(-)
 create mode 100644 megapixels/notebooks/datasets/lfw/clean_lfw_02.ipynb
 delete mode 100644 megapixels/notebooks/datasets/lfw/lfw.ipynb
 create mode 100644 megapixels/notebooks/datasets/lfw/lfw_knowledge_graph.ipynb
 create mode 100644 megapixels/notebooks/datasets/lfw/lfw_names.ipynb
 create mode 100644 megapixels/notebooks/datasets/lfw/lfw_plot.ipynb
 create mode 100644 megapixels/notebooks/datasets/lfw/lfw_plot_sklearn.ipynb
 create mode 100644 megapixels/notebooks/datasets/lfw/lfw_vis_bboxes.ipynb
 create mode 100644 megapixels/notebooks/datasets/lfw/output/lfw_mean_crop.png
 create mode 100644 megapixels/notebooks/datasets/lfw/output/lfw_montage_1280.jpg
 delete mode 100644 megapixels/notebooks/datasets/lfw/sklean_lfw_plot_faces.ipynb
 create mode 100644 megapixels/notebooks/datasets/lfw/split_records.ipynb
 create mode 100644 megapixels/notebooks/datasets/merge_uuid_sha_records.ipynb
 create mode 100644 megapixels/notebooks/datasets/sha_uuid.ipynb
 create mode 100644 megapixels/notebooks/datasets/test_pd_funcs.ipynb
 create mode 100644 megapixels/notebooks/datasets/vgg_face2/clean_vgg_02.ipynb
 create mode 100644 megapixels/notebooks/datasets/vgg_face2/clean_vgg_02_dask.ipynb
 create mode 100644 megapixels/notebooks/datasets/vgg_face2/clean_vgg_identity_meta_kg.ipynb
 create mode 100644 megapixels/notebooks/datasets/vgg_face2/vgg_names.ipynb
 create mode 100644 megapixels/notebooks/face_analysis/06_face_pose_dlib_mtcnn.ipynb
 create mode 100644 megapixels/notebooks/face_analysis/06_face_pose_dlib_refine.ipynb

diff --git a/megapixels/notebooks/bs4_scratch.ipynb b/megapixels/notebooks/bs4_scratch.ipynb
index dce0ddc2..e63d286f 100644
--- a/megapixels/notebooks/bs4_scratch.ipynb
+++ b/megapixels/notebooks/bs4_scratch.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,69 +13,241 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [],
    "source": [
     "data = \"\"\"\n",
-    "<table><tr><th><img src=\"/icons/blank.gif\" alt=\"[ICO]\"></th><th><a href=\"?C=N;O=D\">Name</a></th><th><a href=\"?C=M;O=A\">Last modified</a></th><th><a href=\"?C=S;O=A\">Size</a></th><th><a href=\"?C=D;O=A\">Description</a></th></tr><tr><th colspan=\"5\"><hr></th></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/back.gif\" alt=\"[DIR]\"></td><td><a href=\"/traces/mmsys/2015/paper-5/\">Parent Directory</a></td><td>&nbsp;</td><td align=\"right\">  - </td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/compressed.gif\" alt=\"[   ]\"></td><td><a href=\"desccred.zip\">desccred.zip</a></td><td align=\"right\">17-Nov-2015 02:21  </td><td align=\"right\">133M</td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/compressed.gif\" alt=\"[   ]\"></td><td><a href=\"desctxt.zip\">desctxt.zip</a></td><td align=\"right\">17-Nov-2015 02:21  </td><td align=\"right\"> 18M</td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/compressed.gif\" alt=\"[   ]\"></td><td><a href=\"descvis.zip\">descvis.zip</a></td><td align=\"right\">17-Nov-2015 02:22  </td><td align=\"right\"> 60M</td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/text.gif\" alt=\"[TXT]\"></td><td><a href=\"devset_topics.xml\">devset_topics.xml</a></td><td align=\"right\">17-Nov-2015 02:22  </td><td align=\"right\">6.0K</td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/compressed.gif\" alt=\"[   ]\"></td><td><a href=\"gt.zip\">gt.zip</a></td><td align=\"right\">17-Nov-2015 02:22  </td><td align=\"right\"> 91K</td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/compressed.gif\" alt=\"[   ]\"></td><td><a href=\"img.zip\">img.zip</a></td><td align=\"right\">17-Nov-2015 02:24  </td><td align=\"right\">1.1G</td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/compressed.gif\" alt=\"[   ]\"></td><td><a href=\"imgwiki.zip\">imgwiki.zip</a></td><td align=\"right\">17-Nov-2015 02:24  </td><td align=\"right\">341M</td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/text.gif\" alt=\"[TXT]\"></td><td><a href=\"poiNameCorrespondences.txt\">poiNameCorrespondences.txt</a></td><td align=\"right\">17-Nov-2015 02:24  </td><td align=\"right\">905 </td><td>&nbsp;</td></tr>\n",
-    "<tr><td valign=\"top\"><img src=\"/icons/compressed.gif\" alt=\"[   ]\"></td><td><a href=\"xml.zip\">xml.zip</a></td><td align=\"right\">17-Nov-2015 02:24  </td><td align=\"right\">811K</td><td>&nbsp;</td></tr>\n",
-    "<tr><th colspan=\"5\"><hr></th></tr>\n",
-    "</table>\n",
+    "<div class=\"entry-content\">\n",
+    "<h2 id=\"annotations\" class=\"offset\">Annotations</h2>\n",
+    "<p>Below are examples of our different annotations within the dataset. Every pedestrian, cyclist and motorcyclist (higher than 50px) in every frame is annotated with a bounding box, along side with three attributes: occlusion, difficult (low contrast or unusual posture) and pose. People on posters, sculptures and groups where individuals are hard to seperate are marked as “ignore”.</p>\n",
+    "<style type=\"text/css\">\n",
+    "\t\t\t#gallery-3 {\n",
+    "\t\t\t\tmargin: auto;\n",
+    "\t\t\t}\n",
+    "\t\t\t#gallery-3 .gallery-item {\n",
+    "\t\t\t\tfloat: left;\n",
+    "\t\t\t\tmargin-top: 10px;\n",
+    "\t\t\t\ttext-align: center;\n",
+    "\t\t\t\twidth: 25%;\n",
+    "\t\t\t}\n",
+    "\t\t\t#gallery-3 img {\n",
+    "\t\t\t\tborder: 2px solid #cfcfcf;\n",
+    "\t\t\t}\n",
+    "\t\t\t#gallery-3 .gallery-caption {\n",
+    "\t\t\t\tmargin-left: 0;\n",
+    "\t\t\t}\n",
+    "\t\t\t/* see gallery_shortcode() in wp-includes/media.php */\n",
+    "\t\t</style>\n",
+    "<h2 id=\"pedestrian\" class=\"offset\">Pedestrian</h2>\n",
+    "<div id=\"gallery-3\" class=\"gallery galleryid-56 gallery-columns-4 gallery-size-medium\">\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/many_peds3.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/many_peds3.png\" alt=\"\" class=\"alignnone size-medium wp-image-43\" width=\"300\" height=\"184\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-81\">\n",
+    "\t\t\t\tHigh frequency of pedestrians\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ped_dark_low_contrast.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ped_dark_low_contrast.png\" alt=\"\" class=\"alignnone size-medium wp-image-28\" width=\"300\" height=\"186\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-82\">\n",
+    "\t\t\t\tDark scenes with low contrast\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/peds_occluded.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/peds_occluded.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-83\">\n",
+    "\t\t\t\tOccluded pedestrians\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ped_sideways.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ped_sideways.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-85\">\n",
+    "\t\t\t\tSideview of crossing pedestrians\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<p><br style=\"clear: both\">\n",
+    "\t\t</p></div>\n",
+    "<h2 id=\"bicycle\" class=\"offset\">Bicycledriver and Motorbikedriver</h2>\n",
+    "<div id=\"gallery-3\" class=\"gallery galleryid-56 gallery-columns-4 gallery-size-medium\">\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "\t\t\t\t\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_back_glare.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_back_glare.png\" alt=\"\" class=\"alignnone size-medium wp-image-43\" width=\"300\" height=\"184\"></a>\n",
+    "\t\t\t</dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-86\">\n",
+    "\t\t\t\tBicycle drivers from back including glare\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_driver_sideways.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_driver_sideways.png\" alt=\"\" class=\"alignnone size-medium wp-image-28\" width=\"300\" height=\"186\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-87\">\n",
+    "\t\t\t\tBicycledriver sideways\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_mixed_with_ped.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_mixed_with_ped.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-88\">\n",
+    "\t\t\t\tScenes with mixed annotations\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_multiple_drivers2.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_multiple_drivers2.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-89\">\n",
+    "\t\t\t\tMultiple bicycle drivers\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<p><br style=\"clear: both\">\n",
+    "\t\t</p></div>\n",
+    "<div id=\"gallery-3\" class=\"gallery galleryid-56 gallery-columns-4 gallery-size-medium\">\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "\t\t\t\t\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_back.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_back.png\" alt=\"\" class=\"alignnone size-medium wp-image-43\" width=\"300\" height=\"184\"></a>\n",
+    "\t\t\t</dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-90\">\n",
+    "\t\t\t\tMotorbikedrivers from back\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_drivers_crossing.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_drivers_crossing.png\" alt=\"\" class=\"alignnone size-medium wp-image-28\" width=\"300\" height=\"186\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-91\">\n",
+    "\t\t\t\tMultiple motorbikedrives in a scene\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_traffic_glare.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_traffic_glare.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-92\">\n",
+    "\t\t\t\tMotorbikedrivers in traffic including glare\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_back2.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_back2.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-93\">\n",
+    "\t\t\t\tMotorbike driver followed during several frames\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<p><br style=\"clear: both\">\n",
+    "\t\t</p></div>\n",
+    "<h2 id=\"ignore\" class=\"offset\">Ignore</h2>\n",
+    "<div id=\"gallery-3\" class=\"gallery galleryid-56 gallery-columns-4 gallery-size-medium\">\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "\t\t\t\t\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ignore_group.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ignore_group.png\" alt=\"\" class=\"alignnone size-medium wp-image-43\" width=\"300\" height=\"184\"></a>\n",
+    "\t\t\t</dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-94\">\n",
+    "\t\t\t\tIgnore larger group of pedestrians that can not be distinguished\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign_traffic_signs.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign_traffic_signs.png\" alt=\"\" class=\"alignnone size-medium wp-image-28\" width=\"300\" height=\"186\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-95\">\n",
+    "\t\t\t\tIgnore confusing traffic signs\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign_passengers.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign_passengers.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-96\">\n",
+    "\t\t\t\tIgnore irrelevant people like passenger\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<dl class=\"gallery-item\">\n",
+    "<dt class=\"gallery-icon landscape\">\n",
+    "<p>\t\t\t\t<a class=\"grouped_elements\" rel=\"tc-fancybox-group\" href=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign.ads_.png\" data-lb-type=\"grouped-post\"><img src=\"http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign.ads_.png\" alt=\"\" class=\"alignnone size-medium wp-image-44\" width=\"300\" height=\"193\"></a>\n",
+    "\t\t\t</p></dt>\n",
+    "<dd class=\"wp-caption-text gallery-caption\" id=\"gallery-3-97\">\n",
+    "\t\t\t\tIgnore advertisements and billboards that may include target objects\n",
+    "\t\t\t\t</dd>\n",
+    "</dl>\n",
+    "<p><br style=\"clear: both\">\n",
+    "\t\t</p></div>\n",
+    "<p>&nbsp;</p>\n",
+    "</div>\n",
     "\"\"\""
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 71,
    "metadata": {},
    "outputs": [],
    "source": [
     "def parse_urls(url, exts):\n",
-    "  ahrefs = soup.find_all('a')\n",
+    "  ahrefs = soup.find_all('img')\n",
     "  urls = []\n",
     "  for a in ahrefs:\n",
     "    href = a['href']\n",
     "    if Path(href).suffix[1:] in exts:\n",
     "      urls.append('{}{}'.format(url, href))\n",
-    "  return urls"
+    "  return urls\n",
+    "\n",
+    "def parse_images(url, exts):\n",
+    "  imgs = soup.find_all('img')\n",
+    "  tags = []\n",
+    "  for img in imgs:\n",
+    "    src = img['src']\n",
+    "    if Path(src).suffix[1:] in exts:\n",
+    "      tags.append('{}{}'.format(url, src))\n",
+    "  return tags"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 73,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/desccred.zip\n",
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/desctxt.zip\n",
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/descvis.zip\n",
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/gt.zip\n",
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/img.zip\n",
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/imgwiki.zip\n",
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/poiNameCorrespondences.txt\n",
-      "http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/xml.zip\n"
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/many_peds3.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ped_dark_low_contrast.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/peds_occluded.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ped_sideways.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_back_glare.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_driver_sideways.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_mixed_with_ped.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/bicycle_multiple_drivers2.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_back.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_drivers_crossing.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_traffic_glare.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/mb_driver_back2.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ignore_group.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign_traffic_signs.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign_passengers.png\n",
+      "http://www.nightowls-dataset.org/wp-content/uploads/2018/03/ign.ads_.png\n"
      ]
     }
    ],
    "source": [
     "soup = BeautifulSoup(data,'lxml')\n",
-    "burl = 'http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/'\n",
-    "urls = parse_urls(burl, ['zip', 'txt'])\n",
-    "for u in urls:\n",
-    "  print(u)\n",
+    "#burl = 'http://skuld.cs.umass.edu/traces/mmsys/2015/paper-5/devset/'\n",
+    "burl = ''\n",
+    "#tags = parse_urls(burl, ['jpg', 'txt'])\n",
+    "tags = parse_images(burl, ['jpg', 'png', 'gif'])\n",
+    "for t in tags:\n",
+    "  print(t)\n",
     "\n",
     "# for row in rows:\n",
     "#   ahrefs = row.find_all(href=True)\n",
@@ -86,15 +258,6 @@
     "#       print(url)"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%pip install lxml"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/megapixels/notebooks/datasets/lfw/clean_lfw_02.ipynb b/megapixels/notebooks/datasets/lfw/clean_lfw_02.ipynb
new file mode 100644
index 00000000..53163613
--- /dev/null
+++ b/megapixels/notebooks/datasets/lfw/clean_lfw_02.ipynb
@@ -0,0 +1,648 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Add identity ID to index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from os.path import join\n",
+    "from pathlib import Path\n",
+    "import difflib\n",
+    "\n",
+    "from tqdm import tqdm_notebook as tqdm\n",
+    "import pandas as pd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# names\n",
+    "DATA_STORE_NAS = '/data_store_nas/'\n",
+    "dir_dataset = 'datasets/people/lfw/metadata'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 119,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# split records into index and uuids\n",
+    "fp_records = join(DATA_STORE_NAS, dir_dataset, 'records.csv')\n",
+    "fp_index = join(DATA_STORE_NAS, dir_dataset, 'index.csv')\n",
+    "fp_uuids = join(DATA_STORE_NAS, dir_dataset, 'uuids.csv')\n",
+    "fp_identities = join(DATA_STORE_NAS, dir_dataset, 'identities.csv')\n",
+    "fp_files = join(DATA_STORE_NAS, dir_dataset, 'files.csv')\n",
+    "# load\n",
+    "df_records = pd.read_csv(fp_records).set_index('index')\n",
+    "df_index = pd.read_csv(fp_index).set_index('index')\n",
+    "df_uuids = pd.read_csv(fp_uuids).set_index('index')\n",
+    "df_files = pd.read_csv(fp_files).set_index('index')\n",
+    "df_identities = pd.read_csv(fp_identities)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 120,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>uuid</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "      <td>f03fd921-2d56-4e83-8115-f658d6a72287</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "      <td>0c96c5bb-dbd1-4584-bd68-af11664b98bb</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Eckhart_0001</td>\n",
+       "      <td>b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...</td>\n",
+       "      <td>Aaron_Eckhart</td>\n",
+       "      <td>8221e75c-9537-4a4f-9693-483b445244b4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Guiel_0001</td>\n",
+       "      <td>156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...</td>\n",
+       "      <td>Aaron_Guiel</td>\n",
+       "      <td>a2955610-ed5e-433c-bdd4-e3a72ff44736</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Patterson_0001</td>\n",
+       "      <td>34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...</td>\n",
+       "      <td>Aaron_Patterson</td>\n",
+       "      <td>1d0782e9-ed16-4550-b1e9-d9c03eef6181</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext                    fn  \\\n",
+       "index                              \n",
+       "0      jpg          AJ_Cook_0001   \n",
+       "1      jpg         AJ_Lamas_0001   \n",
+       "2      jpg    Aaron_Eckhart_0001   \n",
+       "3      jpg      Aaron_Guiel_0001   \n",
+       "4      jpg  Aaron_Patterson_0001   \n",
+       "\n",
+       "                                                  sha256           subdir  \\\n",
+       "index                                                                       \n",
+       "0      550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...          AJ_Cook   \n",
+       "1      46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...         AJ_Lamas   \n",
+       "2      b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...    Aaron_Eckhart   \n",
+       "3      156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...      Aaron_Guiel   \n",
+       "4      34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...  Aaron_Patterson   \n",
+       "\n",
+       "                                       uuid  \n",
+       "index                                        \n",
+       "0      f03fd921-2d56-4e83-8115-f658d6a72287  \n",
+       "1      0c96c5bb-dbd1-4584-bd68-af11664b98bb  \n",
+       "2      8221e75c-9537-4a4f-9693-483b445244b4  \n",
+       "3      a2955610-ed5e-433c-bdd4-e3a72ff44736  \n",
+       "4      1d0782e9-ed16-4550-b1e9-d9c03eef6181  "
+      ]
+     },
+     "execution_count": 120,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_records.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha256</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                  sha256\n",
+       "index                                                   \n",
+       "0      550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...\n",
+       "1      46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193..."
+      ]
+     },
+     "execution_count": 59,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_index.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>uuid</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>f03fd921-2d56-4e83-8115-f658d6a72287</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0c96c5bb-dbd1-4584-bd68-af11664b98bb</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                       uuid\n",
+       "index                                      \n",
+       "0      f03fd921-2d56-4e83-8115-f658d6a72287\n",
+       "1      0c96c5bb-dbd1-4584-bd68-af11664b98bb"
+      ]
+     },
+     "execution_count": 60,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_uuids.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext             fn    subdir\n",
+       "index                              \n",
+       "0      jpg   AJ_Cook_0001   AJ_Cook\n",
+       "1      jpg  AJ_Lamas_0001  AJ_Lamas"
+      ]
+     },
+     "execution_count": 63,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_files.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>index</th>\n",
+       "      <th>name</th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>index_image</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "      <td>Canadian actress</td>\n",
+       "      <td>f</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>American actor</td>\n",
+       "      <td>m</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   index        name       description gender  images  index_image\n",
+       "0      0  A. J. Cook  Canadian actress      f       1            0\n",
+       "1      1    AJ Lamas    American actor      m       1            1"
+      ]
+     },
+     "execution_count": 64,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_identities.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 121,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>identity</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                  sha256  identity\n",
+       "index                                                             \n",
+       "0      550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...        -1\n",
+       "1      46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...        -1"
+      ]
+     },
+     "execution_count": 121,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# associate each file with an identity\n",
+    "df_index['identity'] = [-1] * len(df_index)\n",
+    "df_index.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 122,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# add index column to identities\n",
+    "#df_identities.index.name = 'index'\n",
+    "#df_identities.to_csv(fp_identities)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 136,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "6d5c1afd241142a99cd654b161ce003e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=13233), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "for row in tqdm(df_index.itertuples(), total=len(df_index)):\n",
+    "  record_index = row.Index\n",
+    "  sha256 = row.sha256\n",
+    "  row_record_match = df_records.loc[(df_records['sha256'] == sha256)]\n",
+    "  name = row_record_match.subdir.values[0]\n",
+    "  name = name.replace('_',' ')\n",
+    "  row_identity_match = df_identities.loc[(df_identities['name_orig'] == name)]\n",
+    "  identity_index = row_identity_match.index.values[0]\n",
+    "  df_index.at[row.Index, 'identity'] = identity_index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 137,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_index.to_csv(fp_index_new)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# make a clean index separate from files"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'AJ Lamas'"
+      ]
+     },
+     "execution_count": 145,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#df_identies = pd.read_csv('identities.csv')\n",
+    "df_identities.iloc[1]['name']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 149,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1 2 3 4\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = [1,2,3,4]\n",
+    "\n",
+    "print(*a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/lfw/lfw.ipynb b/megapixels/notebooks/datasets/lfw/lfw.ipynb
deleted file mode 100644
index 5bb5ff81..00000000
--- a/megapixels/notebooks/datasets/lfw/lfw.ipynb
+++ /dev/null
@@ -1,407 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# LFW Visualize"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%reload_ext autoreload\n",
-    "%autoreload 2\n",
-    "\n",
-    "import os\n",
-    "from os.path import join\n",
-    "import math\n",
-    "from glob import glob\n",
-    "from random import randint\n",
-    "\n",
-    "import cv2 as cv\n",
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "from PIL import Image, ImageDraw\n",
-    "%matplotlib inline\n",
-    "import matplotlib.pyplot as plt\n",
-    "import scipy.io\n",
-    "from pathlib import Path\n",
-    "from sklearn import preprocessing\n",
-    "from tqdm import tqdm_notebook as tqdm\n",
-    "\n",
-    "import sys\n",
-    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
-    "from app.settings import app_cfg as cfg\n",
-    "from app.utils import file_utils\n",
-    "from app.models.bbox import BBox"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 124,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# function to create spaced colormaps as RGB values\n",
-    "\n",
-    "import matplotlib as mpl\n",
-    "import matplotlib.cm as mplcm\n",
-    "import matplotlib.pyplot as plt\n",
-    "from matplotlib import cm\n",
-    "\n",
-    "def get_color_map(cmap='prism', ncolors=20, as_hex=False, reverse=False, bgr=True):\n",
-    "  norm  = mpl.colors.Normalize(vmin=0, vmax=ncolors-1)\n",
-    "  scalars = mplcm.ScalarMappable(norm=norm, cmap=cmap)\n",
-    "  colors = [scalars.to_rgba(i) for i in range(ncolors)]\n",
-    "  colors = [(int(255*c[0]),int(255*c[1]),int(255*c[2])) for c in colors]  \n",
-    "  if reverse:\n",
-    "    colors = colors[::-1]\n",
-    "  if bgr:\n",
-    "    colors = [c[::-1] for c in colors]\n",
-    "  if as_hex:\n",
-    "    colors = ['#{:02x}{:02x}{:02x}'.format(c[0],c[1],c[2]) for c in colors]\n",
-    "  return colors\n",
-    "\n",
-    "def jitter_clr(clr, amt=10, mono=False):\n",
-    "  clr = list(clr)\n",
-    "  if mono:\n",
-    "    r = randint(-amt, amt)\n",
-    "    for i in range(len(clr)):\n",
-    "      clr[i] = max(0, min(255, clr[i] + r))\n",
-    "  else:\n",
-    "    for i in range(len(clr)):\n",
-    "      r = randint(-amt, amt)\n",
-    "      clr[i] = max(0, min(255, clr[i] + r))\n",
-    "  return clr\n",
-    "\n",
-    "def random_color():\n",
-    "  return tuple(map(int, np.random.choice(range(256), size=3)))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "DATA_STORE = '/data_store_nas/'\n",
-    "fp_dataset = join(DATA_STORE, 'datasets/people/lfw')\n",
-    "\n",
-    "DATA_STORE_HDD = '/data_store_hdd/'\n",
-    "fp_rois = join(DATA_STORE_HDD, 'apps/megapixels/datasets/people/lfw/rois.csv')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Unnamed: 0</th>\n",
-       "      <th>ext</th>\n",
-       "      <th>fn</th>\n",
-       "      <th>h</th>\n",
-       "      <th>w</th>\n",
-       "      <th>x</th>\n",
-       "      <th>y</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>.jpg</td>\n",
-       "      <td>AJ_Cook_0001</td>\n",
-       "      <td>0.330000</td>\n",
-       "      <td>0.330000</td>\n",
-       "      <td>0.336667</td>\n",
-       "      <td>0.350000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>1</td>\n",
-       "      <td>.jpg</td>\n",
-       "      <td>AJ_Lamas_0001</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.286667</td>\n",
-       "      <td>0.313333</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>2</td>\n",
-       "      <td>.jpg</td>\n",
-       "      <td>Aaron_Eckhart_0001</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.286667</td>\n",
-       "      <td>0.273333</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>3</td>\n",
-       "      <td>.jpg</td>\n",
-       "      <td>Aaron_Guiel_0001</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.286667</td>\n",
-       "      <td>0.313333</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>4</td>\n",
-       "      <td>.jpg</td>\n",
-       "      <td>Aaron_Patterson_0001</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.393333</td>\n",
-       "      <td>0.286667</td>\n",
-       "      <td>0.273333</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   Unnamed: 0   ext                    fn         h         w         x  \\\n",
-       "0           0  .jpg          AJ_Cook_0001  0.330000  0.330000  0.336667   \n",
-       "1           1  .jpg         AJ_Lamas_0001  0.393333  0.393333  0.286667   \n",
-       "2           2  .jpg    Aaron_Eckhart_0001  0.393333  0.393333  0.286667   \n",
-       "3           3  .jpg      Aaron_Guiel_0001  0.393333  0.393333  0.286667   \n",
-       "4           4  .jpg  Aaron_Patterson_0001  0.393333  0.393333  0.286667   \n",
-       "\n",
-       "          y  \n",
-       "0  0.350000  \n",
-       "1  0.313333  \n",
-       "2  0.273333  \n",
-       "3  0.313333  \n",
-       "4  0.273333  "
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_rois = pd.read_csv(fp_rois)\n",
-    "df_rois.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 105,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "13230\n"
-     ]
-    }
-   ],
-   "source": [
-    "rois = {}\n",
-    "for idx, row in df_rois.iterrows():\n",
-    "  x, y, w, h = row['x'], row['y'], row['w'], row['h']\n",
-    "  rois[row['fn'].lower()] = BBox.from_xywh(x, y, w, h)\n",
-    "print(len(rois))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 101,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "colors = get_color_map(cmap='winter', ncolors=len(rois), reverse=False)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " Colormap PiYGF is not recognized. Possible values are: Accent, Accent_r, Blues, Blues_r, BrBG, BrBG_r, BuGn, BuGn_r, BuPu, BuPu_r, CMRmap, CMRmap_r, Dark2, Dark2_r, GnBu, GnBu_r, Greens, Greens_r, Greys, Greys_r, OrRd, OrRd_r, Oranges, Oranges_r, PRGn, PRGn_r, Paired, Paired_r, Pastel1, Pastel1_r, Pastel2, Pastel2_r, PiYG, PiYG_r, PuBu, PuBuGn, PuBuGn_r, PuBu_r, PuOr, PuOr_r, PuRd, PuRd_r, Purples, Purples_r, RdBu, RdBu_r, RdGy, RdGy_r, RdPu, RdPu_r, RdYlBu, RdYlBu_r, RdYlGn, RdYlGn_r, Reds, Reds_r, Set1, Set1_r, Set2, Set2_r, Set3, Set3_r, Spectral, Spectral_r, Wistia, Wistia_r, YlGn, YlGnBu, YlGnBu_r, YlGn_r, YlOrBr, YlOrBr_r, YlOrRd, YlOrRd_r, afmhot, afmhot_r, autumn, autumn_r, binary, binary_r, bone, bone_r, brg, brg_r, bwr, bwr_r, cividis, cividis_r, cool, cool_r, coolwarm, coolwarm_r, copper, copper_r, cubehelix, cubehelix_r, flag, flag_r, gist_earth, gist_earth_r, gist_gray, gist_gray_r, gist_heat, gist_heat_r, gist_ncar, gist_ncar_r, gist_rainbow, gist_rainbow_r, gist_stern, gist_stern_r, gist_yarg, gist_yarg_r, gnuplot, gnuplot2, gnuplot2_r, gnuplot_r, gray, gray_r, hot, hot_r, hsv, hsv_r, inferno, inferno_r, jet, jet_r, magma, magma_r, nipy_spectral, nipy_spectral_r, ocean, ocean_r, pink, pink_r, plasma, plasma_r, prism, prism_r, rainbow, rainbow_r, seismic, seismic_r, spring, spring_r, summer, summer_r, tab10, tab10_r, tab20, tab20_r, tab20b, tab20b_r, tab20c, tab20c_r, terrain, terrain_r, viridis, viridis_r, winter, winter_r"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 120,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(47, 139, 95)"
-      ]
-     },
-     "execution_count": 120,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "random_color()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 138,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "e813bce44c274c7fac7ba0d8dd8fb437",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "HBox(children=(IntProgress(value=0, max=13230), HTML(value='')))"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7f56d43a8e10>"
-      ]
-     },
-     "execution_count": 138,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "# draw it\n",
-    "im = np.zeros([3000, 3000, 3]).astype(np.uint8)\n",
-    "im_blank = im.copy()\n",
-    "im[::] = (0,0,0)\n",
-    "limit = 12000\n",
-    "stroke_weight = 2\n",
-    "\n",
-    "h, w = im.shape[:2]\n",
-    "for i, roi in enumerate(tqdm(rois.items())):\n",
-    "  fname, bbox = roi  # expand\n",
-    "  bbox = bbox.to_dim((w,h))\n",
-    "  pt1, pt2 = tuple(map(int, bbox.pt_tl)), tuple(map(int, bbox.pt_br))\n",
-    "  im_cp = im.copy()\n",
-    "  cv.rectangle(im_cp, pt1, pt2, jitter_clr(colors[i]), stroke_weight, cv.LINE_AA,)\n",
-    "  rn = random_color()\n",
-    "  cv.rectangle(im_cp, pt1, pt2, rn, stroke_weight, cv.LINE_AA,)\n",
-    "  im = cv.addWeighted(im_cp, 0.3, im, .7, 0)\n",
-    "  if i > limit:\n",
-    "    break\n",
-    "\n",
-    "    \n",
-    "cv.imwrite('output/lfw_rand.png', im)\n",
-    "plt.imshow(cv.cvtColor(im, cv.COLOR_BGR2RGB))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 108,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from time import sleep"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 110,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "5ffef71ceb0d4fa39bcf63a81d3a359f",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "HBox(children=(IntProgress(value=0, description='2nd loop'), HTML(value='')))"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "for j in tqdm(range(100), desc='2nd loop'):\n",
-    "  sleep(0.01)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python [conda env:megapixels]",
-   "language": "python",
-   "name": "conda-env-megapixels-py"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/megapixels/notebooks/datasets/lfw/lfw_knowledge_graph.ipynb b/megapixels/notebooks/datasets/lfw/lfw_knowledge_graph.ipynb
new file mode 100644
index 00000000..243001a6
--- /dev/null
+++ b/megapixels/notebooks/datasets/lfw/lfw_knowledge_graph.ipynb
@@ -0,0 +1,319361 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# LFW Knowledge Graphy\n",
+    "\n",
+    "- add name and description info from Google KG"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 158,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "import time\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.utils import file_utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 159,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import datetime\n",
+    "import requests\n",
+    "import json\n",
+    "import urllib"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 160,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_nas/'\n",
+    "dir_dataset = join(DATA_STORE, 'datasets/people/lfw')\n",
+    "fp_names = join(dir_dataset, 'lfw_names_gendered.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 161,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'gender': 'f', 'images': 1, 'name': 'AJ Cook'},\n",
+       " {'gender': 'm', 'images': 1, 'name': 'AJ Lamas'}]"
+      ]
+     },
+     "execution_count": 161,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# load names\n",
+    "df_names = pd.read_csv(fp_names)\n",
+    "names = df_names.to_dict('index')\n",
+    "list(names.values())[:2]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 162,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "api_key = open('/work/megapixels_dev/3rdparty/knowledge-graph-api/.api_key').read()\n",
+    "\n",
+    "def get_knowledge(q, api_key):\n",
+    "  service_url = 'https://kgsearch.googleapis.com/v1/entities:search'\n",
+    "  params = {\n",
+    "      'query': q,\n",
+    "      'limit': 5,\n",
+    "      'indent': True,\n",
+    "      'key': api_key,\n",
+    "      }\n",
+    "  url = service_url + '?' + urllib.parse.urlencode(params)  # TODO: use requests\n",
+    "  response = json.loads(urllib.request.urlopen(url).read())\n",
+    "  response = response.get('itemListElement', [])\n",
+    "  if len(response) > 0:\n",
+    "    result = response[0].get('result', [])\n",
+    "    result['score'] = response[0]['resultScore']\n",
+    "    return result\n",
+    "  else:\n",
+    "    return []"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 163,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Canadian actress\n",
+      "A. J. Cook\n",
+      "http://www.ajcookofficial.com\n",
+      "274.55481\n"
+     ]
+    }
+   ],
+   "source": [
+    "# test\n",
+    "q = 'AJ Cook'\n",
+    "r = get_knowledge(q, api_key)\n",
+    "print(r['description'])\n",
+    "print(r['name'])\n",
+    "print(r['url'])\n",
+    "print(r['score'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 165,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "got: Abdullah al-Attiyah (278.300262), 22 / 5749, 0.00.\n",
+      "Abdullatif Sener\n",
+      "got: Abdullatif Sener (483.411591), 23 / 5749, 0.00.\n",
+      "Abel Aguilar\n",
+      "got: Abel Aguilar (535.476624), 24 / 5749, 0.00.\n",
+      "Abel Pacheco\n",
+      "got: Abel Pacheco (380.46637), 25 / 5749, 0.00.\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "got: Abid Hamid Mahmud Al-Tikriti (460.515961), 26 / 5749, 0.00.\n",
+      "Abner Martinez\n",
+      "got: Abner Martinez (42.59869), 27 / 5749, 0.00.\n",
+      "Abraham Foxman\n",
+      "got: Abraham Foxman (371.363556), 28 / 5749, 0.00.\n",
+      "Aby Har-Even\n",
+      "got: Aby Har-Even (), 29 / 5749, 0.01.\n",
+      "Adam Ant\n",
+      "got: Adam Ant (604.570374), 30 / 5749, 0.01.\n",
+      "Adam Freier\n",
+      "got: Adam Freier (323.42807), 31 / 5749, 0.01.\n",
+      "Adam Herbert\n",
+      "got: Adam Herbert (296.560638), 32 / 5749, 0.01.\n",
+      "Adam Kennedy\n",
+      "got: Adam Kennedy (409.941315), 33 / 5749, 0.01.\n",
+      "Adam Mair\n",
+      "got: Adam Mair (309.073425), 34 / 5749, 0.01.\n",
+      "Adam Rich\n",
+      "got: Adam Rich (411.088348), 35 / 5749, 0.01.\n",
+      "Adam Sandler\n",
+      "got: Adam Sandler (754.108582), 36 / 5749, 0.01.\n",
+      "Adam Scott\n",
+      "got: Adam Scott (600.62561), 37 / 5749, 0.01.\n",
+      "Adel Al-Jubeir\n",
+      "got: Adel Al-Jubeir (629.022034), 38 / 5749, 0.01.\n",
+      "Adelina Avila\n",
+      "got: Adelina Avila (), 39 / 5749, 0.01.\n",
+      "Adisai Bodharamik\n",
+      "got: Adisai Bodharamik (232.416138), 40 / 5749, 0.01.\n",
+      "Adolfo Aguilar Zinser\n",
+      "got: Adolfo Aguilar Zinser (445.657471), 41 / 5749, 0.01.\n",
+      "Adolfo Rodriguez Saa\n",
+      "got: Adolfo Rodriguez Saa (614.005676), 42 / 5749, 0.01.\n",
+      "Adoor Gopalakarishnan\n",
+      "got: Adoor Gopalakarishnan (), 43 / 5749, 0.01.\n",
+      "Adrian Annus\n",
+      "got: Adrian Annus (345.420746), 44 / 5749, 0.01.\n",
+      "Adrian Fernandez\n",
+      "got: Adrian Fernandez (474.979187), 45 / 5749, 0.01.\n",
+      "Adrian McPherson\n",
+      "got: Adrian McPherson (397.18576), 46 / 5749, 0.01.\n",
+      "Adrian Murrell\n",
+      "got: Adrian Murrell (319.542999), 47 / 5749, 0.01.\n",
+      "Adrian Nastase\n",
+      "got: Adrian Nastase (494.040558), 48 / 5749, 0.01.\n",
+      "Adriana Lima\n",
+      "got: Adriana Lima (697.161255), 49 / 5749, 0.01.\n",
+      "Adriana Perez Navarro\n",
+      "got: Adriana Perez Navarro (), 50 / 5749, 0.01.\n",
+      "Adrianna Zuzic\n",
+      "got: Adrianna Zuzic (), 51 / 5749, 0.01.\n",
+      "Adrien Brody\n",
+      "got: Adrien Brody (642.897583), 52 / 5749, 0.01.\n",
+      "Afton Smith\n",
+      "got: Afton Smith (392.480133), 53 / 5749, 0.01.\n",
+      "Agbani Darego\n",
+      "got: Agbani Darego (438.11731), 54 / 5749, 0.01.\n",
+      "Agnelo Queiroz\n",
+      "got: Agnelo Queiroz (317.365051), 55 / 5749, 0.01.\n",
+      "Agnes Bruckner\n",
+      "got: Agnes Bruckner (461.666992), 56 / 5749, 0.01.\n",
+      "Ahmad Jbarah\n",
+      "got: Ahmad Jbarah (), 57 / 5749, 0.01.\n",
+      "Ahmad Masood\n",
+      "got: Ahmad Masood (59.840981), 58 / 5749, 0.01.\n",
+      "Ahmed Ahmed\n",
+      "got: Ahmed Ahmed (277.345581), 59 / 5749, 0.01.\n",
+      "Ahmed Chalabi\n",
+      "got: Ahmed Chalabi (427.415527), 60 / 5749, 0.01.\n",
+      "Ahmed Ghazi\n",
+      "got: Ahmed Ghazi (205.060028), 61 / 5749, 0.01.\n",
+      "Ahmed Ibrahim Bilal\n",
+      "got: Ahmed Ibrahim Bilal (255.375519), 62 / 5749, 0.01.\n",
+      "Ahmed Lopez\n",
+      "got: Ahmed Lopez (177.0746), 63 / 5749, 0.01.\n",
+      "Ahmed Qureia\n",
+      "got: Ahmed Qureia (178.911453), 64 / 5749, 0.01.\n",
+      "Ahmet Demir\n",
+      "got: Ahmet Demir (245.494827), 65 / 5749, 0.01.\n",
+      "Ahmet Necdet Sezer\n",
+      "got: Ahmet Necdet Sezer (650.401855), 66 / 5749, 0.01.\n",
+      "Ai Sugiyama\n",
+      "got: Ai Sugiyama (579.664612), 67 / 5749, 0.01.\n",
+      "Aicha El Ouafi\n",
+      "got: Aicha El Ouafi (), 68 / 5749, 0.01.\n",
+      "Aidan Quinn\n",
+      "got: Aidan Quinn (567.212646), 69 / 5749, 0.01.\n",
+      "Aileen Riggin Soule\n",
+      "got: Aileen Riggin Soule (232.72261), 70 / 5749, 0.01.\n",
+      "Ain Seppik\n",
+      "got: Ain Seppik (244.237717), 71 / 5749, 0.01.\n",
+      "Ainsworth Dyer\n",
+      "got: Ainsworth Dyer (150.555832), 72 / 5749, 0.01.\n",
+      "Aishwarya Rai\n",
+      "got: Aishwarya Rai (777.189087), 73 / 5749, 0.01.\n",
+      "Aitor Gonzalez\n",
+      "got: Aitor Gonzalez (402.531189), 74 / 5749, 0.01.\n",
+      "Aiysha Smith\n",
+      "got: Aiysha Smith (293.208252), 75 / 5749, 0.01.\n",
+      "Ajit Agarkar\n",
+      "got: Ajit Agarkar (473.984406), 76 / 5749, 0.01.\n",
+      "Akbar Al Baker\n",
+      "got: Akbar Al Baker (522.842651), 77 / 5749, 0.01.\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "got: Akbar Hashemi Rafsanjani (941.77771), 78 / 5749, 0.01.\n",
+      "Akhmed Zakayev\n",
+      "got: Akhmed Zakayev (438.91507), 79 / 5749, 0.01.\n",
+      "Akiko Morigami\n",
+      "got: Akiko Morigami (425.363098), 80 / 5749, 0.01.\n",
+      "Akmal Taher\n",
+      "got: Akmal Taher (222.785538), 81 / 5749, 0.01.\n",
+      "Al Cardenas\n",
+      "got: Al Cardenas (346.309998), 82 / 5749, 0.01.\n",
+      "Al Davis\n",
+      "got: Al Davis (535.658447), 83 / 5749, 0.01.\n",
+      "Al Gore\n",
+      "got: Al Gore (1176.893188), 84 / 5749, 0.01.\n",
+      "Al Leiter\n",
+      "got: Al Leiter (494.861969), 85 / 5749, 0.01.\n",
+      "Al Pacino\n",
+      "got: Al Pacino (793.578064), 86 / 5749, 0.01.\n",
+      "Al Sharpton\n",
+      "got: Al Sharpton (693.414978), 87 / 5749, 0.02.\n",
+      "Alain Cervantes\n",
+      "got: Alain Cervantes (267.803986), 88 / 5749, 0.02.\n",
+      "Alain Ducasse\n",
+      "got: Alain Ducasse (513.119812), 89 / 5749, 0.02.\n",
+      "Alan Ball\n",
+      "got: Alan Ball (621.257263), 90 / 5749, 0.02.\n",
+      "Alan Dershowitz\n",
+      "got: Alan Dershowitz (620.026794), 91 / 5749, 0.02.\n",
+      "Alan Dreher\n",
+      "got: Alan Dreher (), 92 / 5749, 0.02.\n",
+      "Alan Greenspan\n",
+      "got: Alan Greenspan (592.653015), 93 / 5749, 0.02.\n",
+      "Alan Greer\n",
+      "got: Alan Greer (200.518082), 94 / 5749, 0.02.\n",
+      "Alan Jackson\n",
+      "got: Alan Jackson (670.246277), 95 / 5749, 0.02.\n",
+      "Alan Mulally\n",
+      "got: Alan Mulally (467.043274), 96 / 5749, 0.02.\n",
+      "Alan Stonecipher\n",
+      "got: Alan Stonecipher (), 97 / 5749, 0.02.\n",
+      "Alan Tang Kwong-wing\n",
+      "got: Alan Tang Kwong-wing (613.760132), 98 / 5749, 0.02.\n",
+      "Alan Trammell\n",
+      "got: Alan Trammell (577.945679), 99 / 5749, 0.02.\n",
+      "Alan Zemaitis\n",
+      "got: Alan Zemaitis (300.771515), 100 / 5749, 0.02.\n",
+      "Alanis Morissette\n",
+      "got: Alanis Morissette (748.35199), 101 / 5749, 0.02.\n",
+      "Alanna Ubach\n",
+      "got: Alanna Ubach (514.038147), 102 / 5749, 0.02.\n",
+      "Alastair Campbell\n",
+      "got: Alastair Campbell (256.710602), 103 / 5749, 0.02.\n",
+      "Alastair Johnston\n",
+      "got: Alastair Johnston (296.330261), 104 / 5749, 0.02.\n",
+      "Albaro Recoba\n",
+      "got: Albaro Recoba (), 105 / 5749, 0.02.\n",
+      "Albert Brooks\n",
+      "got: Albert Brooks (582.902039), 106 / 5749, 0.02.\n",
+      "Albert Costa\n",
+      "got: Albert Costa (458.939606), 107 / 5749, 0.02.\n",
+      "Albert Montanes\n",
+      "got: Albert Montanes (505.031647), 108 / 5749, 0.02.\n",
+      "Albert Pujols\n",
+      "got: Albert Pujols (679.876038), 109 / 5749, 0.02.\n",
+      "Alberta Lee\n",
+      "got: Alberta Lee (163.07756), 110 / 5749, 0.02.\n",
+      "Alberto Acosta\n",
+      "got: Alberto Acosta (455.667633), 111 / 5749, 0.02.\n",
+      "Alberto Fujimori\n",
+      "got: Alberto Fujimori (549.709839), 112 / 5749, 0.02.\n",
+      "Alberto Gonzales\n",
+      "got: Alberto Gonzales (497.917694), 113 / 5749, 0.02.\n",
+      "Alberto Ruiz Gallardon\n",
+      "got: Alberto Ruiz Gallardon (638.44342), 114 / 5749, 0.02.\n",
+      "Alberto Sordi\n",
+      "got: Alberto Sordi (583.49939), 115 / 5749, 0.02.\n",
+      "Albrecht Mentz\n",
+      "got: Albrecht Mentz (), 116 / 5749, 0.02.\n",
+      "Aldo Paredes\n",
+      "got: Aldo Paredes (301.192932), 117 / 5749, 0.02.\n",
+      "Alec Baldwin\n",
+      "got: Alec Baldwin (783.082153), 118 / 5749, 0.02.\n",
+      "Alecos Markides\n",
+      "got: Alecos Markides (263.300049), 119 / 5749, 0.02.\n",
+      "Alejandro Atchugarry\n",
+      "got: Alejandro Atchugarry (299.557312), 120 / 5749, 0.02.\n",
+      "Alejandro Avila\n",
+      "got: Alejandro Avila (423.420685), 121 / 5749, 0.02.\n",
+      "Alejandro Fernandez\n",
+      "got: Alejandro Fernandez (687.746094), 122 / 5749, 0.02.\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "got: Alejandro Gonzalez Inarritu (959.804077), 123 / 5749, 0.02.\n",
+      "Alejandro Lembo\n",
+      "got: Alejandro Lembo (380.005981), 124 / 5749, 0.02.\n",
+      "Alejandro Lerner\n",
+      "got: Alejandro Lerner (476.788696), 125 / 5749, 0.02.\n",
+      "Alejandro Lopez\n",
+      "got: Alejandro Lopez (326.984924), 126 / 5749, 0.02.\n",
+      "Alejandro Toledo\n",
+      "got: Alejandro Toledo (499.627838), 127 / 5749, 0.02.\n",
+      "Alek Wek\n",
+      "got: Alek Wek (496.919037), 128 / 5749, 0.02.\n",
+      "Aleksander Kwasniewski\n",
+      "got: Aleksander Kwasniewski (524.364014), 129 / 5749, 0.02.\n",
+      "Aleksander Voloshin\n",
+      "got: Aleksander Voloshin (51.097183), 130 / 5749, 0.02.\n",
+      "Alessandra Cerna\n",
+      "got: Alessandra Cerna (), 131 / 5749, 0.02.\n",
+      "Alessandro Nesta\n",
+      "got: Alessandro Nesta (581.137817), 132 / 5749, 0.02.\n",
+      "Alex Barros\n",
+      "got: Alex Barros (450.591125), 133 / 5749, 0.02.\n",
+      "Alex Cabrera\n",
+      "got: Alex Cabrera (432.986267), 134 / 5749, 0.02.\n",
+      "Alex Cejka\n",
+      "got: Alex Cejka (416.237335), 135 / 5749, 0.02.\n",
+      "Alex Corretja\n",
+      "got: Alex Corretja (534.053833), 136 / 5749, 0.02.\n",
+      "Alex Ferguson\n",
+      "got: Alex Ferguson (736.069702), 137 / 5749, 0.02.\n",
+      "Alex Gonzalez\n",
+      "got: Alex Gonzalez (486.652008), 138 / 5749, 0.02.\n",
+      "Alex Holmes\n",
+      "got: Alex Holmes (294.859619), 139 / 5749, 0.02.\n",
+      "Alex King\n",
+      "got: Alex King (362.112122), 140 / 5749, 0.02.\n",
+      "Alex Penelas\n",
+      "got: Alex Penelas (332.047577), 141 / 5749, 0.02.\n",
+      "Alex Popov\n",
+      "got: Alex Popov (297.958221), 142 / 5749, 0.02.\n",
+      "Alex Sink\n",
+      "got: Alex Sink (361.842682), 143 / 5749, 0.02.\n",
+      "Alex Wallau\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Alex Wallau (279.806), 144 / 5749, 0.03.\n",
+      "Alex Zanardi\n",
+      "got: Alex Zanardi (573.799744), 145 / 5749, 0.03.\n",
+      "Alexa Loren\n",
+      "got: Alexa Loren (), 146 / 5749, 0.03.\n",
+      "Alexa Vega\n",
+      "got: Alexa Vega (609.285828), 147 / 5749, 0.03.\n",
+      "Alexander Downer\n",
+      "got: Alexander Downer (477.19986), 148 / 5749, 0.03.\n",
+      "Alexander Losyukov\n",
+      "got: Alexander Losyukov (226.954483), 149 / 5749, 0.03.\n",
+      "Alexander Lukashenko\n",
+      "got: Alexander Lukashenko (641.057373), 150 / 5749, 0.03.\n",
+      "Alexander Payne\n",
+      "got: Alexander Payne (585.464294), 151 / 5749, 0.03.\n",
+      "Alexander Rumyantsev\n",
+      "got: Alexander Rumyantsev (268.9758), 152 / 5749, 0.03.\n",
+      "Alexandra Jackson\n",
+      "got: Alexandra Jackson (180.769058), 153 / 5749, 0.03.\n",
+      "Alexandra Pelosi\n",
+      "got: Alexandra Pelosi (430.675751), 154 / 5749, 0.03.\n",
+      "Alexandra Rozovskaya\n",
+      "got: Alexandra Rozovskaya (), 155 / 5749, 0.03.\n",
+      "Alexandra Spann\n",
+      "got: Alexandra Spann (94.71981), 156 / 5749, 0.03.\n",
+      "Alexandra Stevenson\n",
+      "got: Alexandra Stevenson (453.363037), 157 / 5749, 0.03.\n",
+      "Alexandra Vodjanikova\n",
+      "got: Alexandra Vodjanikova (4.488426), 158 / 5749, 0.03.\n",
+      "Alexandre Daigle\n",
+      "got: Alexandre Daigle (412.348816), 159 / 5749, 0.03.\n",
+      "Alexandre Despatie\n",
+      "got: Alexandre Despatie (423.925323), 160 / 5749, 0.03.\n",
+      "Alexandre Herchcovitch\n",
+      "got: Alexandre Herchcovitch (462.254364), 161 / 5749, 0.03.\n",
+      "Alexandre Vinokourov\n",
+      "got: Alexandre Vinokourov (264.338684), 162 / 5749, 0.03.\n",
+      "Alexis Bledel\n",
+      "got: Alexis Bledel (647.547058), 163 / 5749, 0.03.\n",
+      "Alexis Dennisoff\n",
+      "got: Alexis Dennisoff (), 164 / 5749, 0.03.\n",
+      "Alfonso Cuaron\n",
+      "got: Alfonso Cuaron (653.964539), 165 / 5749, 0.03.\n",
+      "Alfonso Portillo\n",
+      "got: Alfonso Portillo (415.185364), 166 / 5749, 0.03.\n",
+      "Alfonso Soriano\n",
+      "got: Alfonso Soriano (499.418365), 167 / 5749, 0.03.\n",
+      "Alfred Ford\n",
+      "got: Alfred Ford (410.493866), 168 / 5749, 0.03.\n",
+      "Alfred Sant\n",
+      "got: Alfred Sant (334.446289), 169 / 5749, 0.03.\n",
+      "Alfredo Moreno\n",
+      "got: Alfredo Moreno (398.156219), 170 / 5749, 0.03.\n",
+      "Alfredo Pena\n",
+      "got: Alfredo Pena (333.689758), 171 / 5749, 0.03.\n",
+      "Alfredo di Stefano\n",
+      "got: Alfredo di Stefano (1230.751587), 172 / 5749, 0.03.\n",
+      "Ali Abbas\n",
+      "got: Ali Abbas (488.302765), 173 / 5749, 0.03.\n",
+      "Ali Abdullah Saleh\n",
+      "got: Ali Abdullah Saleh (795.649597), 174 / 5749, 0.03.\n",
+      "Ali Adbul Karim Madani\n",
+      "got: Ali Adbul Karim Madani (), 175 / 5749, 0.03.\n",
+      "Ali Ahmeti\n",
+      "got: Ali Ahmeti (362.251465), 176 / 5749, 0.03.\n",
+      "Ali Bin Hussein\n",
+      "got: Ali Bin Hussein (580.358521), 177 / 5749, 0.03.\n",
+      "Ali Fallahian\n",
+      "got: Ali Fallahian (394.623169), 178 / 5749, 0.03.\n",
+      "Ali Hammoud\n",
+      "got: Ali Hammoud (304.403015), 179 / 5749, 0.03.\n",
+      "Ali Khamenei\n",
+      "got: Ali Khamenei (1314.217651), 180 / 5749, 0.03.\n",
+      "Ali Mohammed Maher\n",
+      "got: Ali Mohammed Maher (), 181 / 5749, 0.03.\n",
+      "Ali Naimi\n",
+      "got: Ali Naimi (169.83252), 182 / 5749, 0.03.\n",
+      "Alice Fisher\n",
+      "got: Alice Fisher (228.006363), 183 / 5749, 0.03.\n",
+      "Alicia Hollowell\n",
+      "got: Alicia Hollowell (284.732208), 184 / 5749, 0.03.\n",
+      "Alicia Keys\n",
+      "got: Alicia Keys (915.505005), 185 / 5749, 0.03.\n",
+      "Alicia Molik\n",
+      "got: Alicia Molik (448.404419), 186 / 5749, 0.03.\n",
+      "Alicia Silverstone\n",
+      "got: Alicia Silverstone (672.557983), 187 / 5749, 0.03.\n",
+      "Alicia Witt\n",
+      "got: Alicia Witt (566.221558), 188 / 5749, 0.03.\n",
+      "Alimzhan Tokhtakhounov\n",
+      "got: Alimzhan Tokhtakhounov (190.485001), 189 / 5749, 0.03.\n",
+      "Alina Kabaeva\n",
+      "got: Alina Kabaeva (594.748291), 190 / 5749, 0.03.\n",
+      "Aline Chretien\n",
+      "got: Aline Chretien (335.47525), 191 / 5749, 0.03.\n",
+      "Alisha Richman\n",
+      "got: Alisha Richman (), 192 / 5749, 0.03.\n",
+      "Alison Krauss\n",
+      "got: Alison Krauss (661.7005), 193 / 5749, 0.03.\n",
+      "Alison Lohman\n",
+      "got: Alison Lohman (528.967957), 194 / 5749, 0.03.\n",
+      "Alistair MacDonald\n",
+      "got: Alistair MacDonald (267.135101), 195 / 5749, 0.03.\n",
+      "Allan Houston\n",
+      "got: Allan Houston (466.49234), 196 / 5749, 0.03.\n",
+      "Allan Kemakeza\n",
+      "got: Allan Kemakeza (245.759583), 197 / 5749, 0.03.\n",
+      "Allan Wagner\n",
+      "got: Allan Wagner (312.751648), 198 / 5749, 0.03.\n",
+      "Allen Iverson\n",
+      "got: Allen Iverson (699.272156), 199 / 5749, 0.03.\n",
+      "Allen Rock\n",
+      "got: Allen Rock (205.484482), 200 / 5749, 0.03.\n",
+      "Allison Janney\n",
+      "got: Allison Janney (693.227661), 201 / 5749, 0.03.\n",
+      "Allison Searing\n",
+      "got: Allison Searing (), 202 / 5749, 0.04.\n",
+      "Ally Sheedy\n",
+      "got: Ally Sheedy (596.99762), 203 / 5749, 0.04.\n",
+      "Allyson Felix\n",
+      "got: Allyson Felix (581.079773), 204 / 5749, 0.04.\n",
+      "Alma Powell\n",
+      "got: Alma Powell (351.20993), 205 / 5749, 0.04.\n",
+      "Almeida Baptista\n",
+      "got: Almeida Baptista (108.588387), 206 / 5749, 0.04.\n",
+      "Alonzo Mourning\n",
+      "got: Alonzo Mourning (588.79303), 207 / 5749, 0.04.\n",
+      "Alvaro Noboa\n",
+      "got: Alvaro Noboa (394.418365), 208 / 5749, 0.04.\n",
+      "Alvaro Silva Calderon\n",
+      "got: Alvaro Silva Calderon (275.908356), 209 / 5749, 0.04.\n",
+      "Alvaro Uribe\n",
+      "got: Alvaro Uribe (913.7724), 210 / 5749, 0.04.\n",
+      "Aly Wagner\n",
+      "got: Aly Wagner (540.565979), 211 / 5749, 0.04.\n",
+      "Alyse Beaupre\n",
+      "got: Alyse Beaupre (), 212 / 5749, 0.04.\n",
+      "Alyson Hannigan\n",
+      "got: Alyson Hannigan (649.056152), 213 / 5749, 0.04.\n",
+      "Amanda Beard\n",
+      "got: Amanda Beard (490.345337), 214 / 5749, 0.04.\n",
+      "Amanda Bynes\n",
+      "got: Amanda Bynes (649.103027), 215 / 5749, 0.04.\n",
+      "Amanda Coetzer\n",
+      "got: Amanda Coetzer (491.820496), 216 / 5749, 0.04.\n",
+      "Amanda Marsh\n",
+      "got: Amanda Marsh (261.795532), 217 / 5749, 0.04.\n",
+      "Amanda Plumer\n",
+      "got: Amanda Plumer (2.290117), 218 / 5749, 0.04.\n",
+      "Amber Frey\n",
+      "got: Amber Frey (316.066803), 219 / 5749, 0.04.\n",
+      "Amber Tamblyn\n",
+      "got: Amber Tamblyn (587.005005), 220 / 5749, 0.04.\n",
+      "Ambrose Lee\n",
+      "got: Ambrose Lee (310.232513), 221 / 5749, 0.04.\n",
+      "Amelia Vega\n",
+      "got: Amelia Vega (506.500519), 222 / 5749, 0.04.\n",
+      "Amelie Mauresmo\n",
+      "got: Amelie Mauresmo (644.528809), 223 / 5749, 0.04.\n",
+      "Amer al-Saadi\n",
+      "got: Amer al-Saadi (208.402985), 224 / 5749, 0.04.\n",
+      "Amporn Falise\n",
+      "got: Amporn Falise (), 225 / 5749, 0.04.\n",
+      "Amr Moussa\n",
+      "got: Amr Moussa (417.393433), 226 / 5749, 0.04.\n",
+      "Amram Mitzna\n",
+      "got: Amram Mitzna (348.316406), 227 / 5749, 0.04.\n",
+      "Amy Brenneman\n",
+      "got: Amy Brenneman (543.605591), 228 / 5749, 0.04.\n",
+      "Amy Cotton\n",
+      "got: Amy Cotton (274.073578), 229 / 5749, 0.04.\n",
+      "Amy Gale\n",
+      "got: Amy Gale (140.442581), 230 / 5749, 0.04.\n",
+      "Amy Pascal\n",
+      "got: Amy Pascal (452.669128), 231 / 5749, 0.04.\n",
+      "Amy Redford\n",
+      "got: Amy Redford (455.231354), 232 / 5749, 0.04.\n",
+      "Amy Smart\n",
+      "got: Amy Smart (610.104248), 233 / 5749, 0.04.\n",
+      "Amy Yasbeck\n",
+      "got: Amy Yasbeck (526.091736), 234 / 5749, 0.04.\n",
+      "AnFernce Negron\n",
+      "got: AnFernce Negron (), 235 / 5749, 0.04.\n",
+      "Ana Claudia Talancon\n",
+      "got: Ana Claudia Talancon (637.93335), 236 / 5749, 0.04.\n",
+      "Ana Guevara\n",
+      "got: Ana Guevara (507.143188), 237 / 5749, 0.04.\n",
+      "Ana Isabel Sanchez\n",
+      "got: Ana Isabel Sanchez (195.488327), 238 / 5749, 0.04.\n",
+      "Ana Palacio\n",
+      "got: Ana Palacio (172.771133), 239 / 5749, 0.04.\n",
+      "Ana Paula Gerard\n",
+      "got: Ana Paula Gerard (205.53508), 240 / 5749, 0.04.\n",
+      "Ana Sebastiao\n",
+      "got: Ana Sebastiao (19.255852), 241 / 5749, 0.04.\n",
+      "Anastasia Kelesidou\n",
+      "got: Anastasia Kelesidou (330.522217), 242 / 5749, 0.04.\n",
+      "Anastasia Myskina\n",
+      "got: Anastasia Myskina (479.497131), 243 / 5749, 0.04.\n",
+      "Anatoliy Kinakh\n",
+      "got: Anatoliy Kinakh (378.611542), 244 / 5749, 0.04.\n",
+      "Anders Ebbeson\n",
+      "got: Anders Ebbeson (135.579651), 245 / 5749, 0.04.\n",
+      "Anders Fogh Rasmussen\n",
+      "got: Anders Fogh Rasmussen (650.395935), 246 / 5749, 0.04.\n",
+      "Anderson Varejao\n",
+      "got: Anderson Varejao (596.920166), 247 / 5749, 0.04.\n",
+      "Andre Agassi\n",
+      "got: Andre Agassi (825.972534), 248 / 5749, 0.04.\n",
+      "Andre Bucher\n",
+      "got: Andre Bucher (378.770142), 249 / 5749, 0.04.\n",
+      "Andre Lange\n",
+      "got: Andre Lange (479.340912), 250 / 5749, 0.04.\n",
+      "Andre Smith\n",
+      "got: Andre Smith (447.995514), 251 / 5749, 0.04.\n",
+      "Andre Techine\n",
+      "got: Andre Techine (460.559174), 252 / 5749, 0.04.\n",
+      "Andrea Bocelli\n",
+      "got: Andrea Bocelli (769.365662), 253 / 5749, 0.04.\n",
+      "Andrea De Cruz\n",
+      "got: Andrea De Cruz (510.987244), 254 / 5749, 0.04.\n",
+      "Andrea Kiser\n",
+      "got: Andrea Kiser (), 255 / 5749, 0.04.\n",
+      "Andrea Yates\n",
+      "got: Andrea Yates (460.552124), 256 / 5749, 0.04.\n",
+      "Andreas Vinciguerra\n",
+      "got: Andreas Vinciguerra (355.449219), 257 / 5749, 0.04.\n",
+      "Andrei Konchalovsky\n",
+      "got: Andrei Konchalovsky (541.743896), 258 / 5749, 0.04.\n",
+      "Andrei Mikhnevich\n",
+      "got: Andrei Mikhnevich (310.581909), 259 / 5749, 0.05.\n",
+      "Andrei Nikolishin\n",
+      "got: Andrei Nikolishin (330.342834), 260 / 5749, 0.05.\n",
+      "Andres DAlessandro\n",
+      "got: Andres DAlessandro (68.793159), 261 / 5749, 0.05.\n",
+      "Andres Manuel Lopez Obrador\n",
+      "got: Andres Manuel Lopez Obrador (1226.195312), 262 / 5749, 0.05.\n",
+      "Andres Pastrana\n",
+      "got: Andres Pastrana (487.880768), 263 / 5749, 0.05.\n",
+      "Andrew Bernard\n",
+      "got: Andrew Bernard (241.874664), 264 / 5749, 0.05.\n",
+      "Andrew Bunner\n",
+      "got: Andrew Bunner (23.81345), 265 / 5749, 0.05.\n",
+      "Andrew Caldecott\n",
+      "got: Andrew Caldecott (365.305389), 266 / 5749, 0.05.\n",
+      "Andrew Cuomo\n",
+      "got: Andrew Cuomo (787.535706), 267 / 5749, 0.05.\n",
+      "Andrew Fastow\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Andrew Fastow (411.024475), 268 / 5749, 0.05.\n",
+      "Andrew Firestone\n",
+      "got: Andrew Firestone (423.148407), 269 / 5749, 0.05.\n",
+      "Andrew Gilligan\n",
+      "got: Andrew Gilligan (352.598022), 270 / 5749, 0.05.\n",
+      "Andrew Jarecki\n",
+      "got: Andrew Jarecki (404.26416), 271 / 5749, 0.05.\n",
+      "Andrew Luster\n",
+      "got: Andrew Luster (365.909698), 272 / 5749, 0.05.\n",
+      "Andrew Niccol\n",
+      "got: Andrew Niccol (472.229431), 273 / 5749, 0.05.\n",
+      "Andrew Sabey\n",
+      "got: Andrew Sabey (), 274 / 5749, 0.05.\n",
+      "Andrew Shutley\n",
+      "got: Andrew Shutley (), 275 / 5749, 0.05.\n",
+      "Andrew Weissmann\n",
+      "got: Andrew Weissmann (388.029327), 276 / 5749, 0.05.\n",
+      "Andrew Wetzler\n",
+      "got: Andrew Wetzler (), 277 / 5749, 0.05.\n",
+      "Andrzej Tyszkiewicz\n",
+      "got: Andrzej Tyszkiewicz (227.113113), 278 / 5749, 0.05.\n",
+      "Andy Benes\n",
+      "got: Andy Benes (422.881226), 279 / 5749, 0.05.\n",
+      "Andy Bryant\n",
+      "got: Andy Bryant (180.072433), 280 / 5749, 0.05.\n",
+      "Andy Dick\n",
+      "got: Andy Dick (624.710083), 281 / 5749, 0.05.\n",
+      "Andy Garcia\n",
+      "got: Andy Garcia (682.709045), 282 / 5749, 0.05.\n",
+      "Andy Graves\n",
+      "got: Andy Graves (152.717667), 283 / 5749, 0.05.\n",
+      "Andy Griffith\n",
+      "got: Andy Griffith (627.810852), 284 / 5749, 0.05.\n",
+      "Andy Griggs\n",
+      "got: Andy Griggs (422.038239), 285 / 5749, 0.05.\n",
+      "Andy Hebb\n",
+      "got: Andy Hebb (), 286 / 5749, 0.05.\n",
+      "Andy Lau\n",
+      "got: Andy Lau (748.340515), 287 / 5749, 0.05.\n",
+      "Andy Madikians\n",
+      "got: Andy Madikians (), 288 / 5749, 0.05.\n",
+      "Andy North\n",
+      "got: Andy North (416.389343), 289 / 5749, 0.05.\n",
+      "Andy Perez\n",
+      "got: Andy Perez (151.185089), 290 / 5749, 0.05.\n",
+      "Andy Roddick\n",
+      "got: Andy Roddick (705.65802), 291 / 5749, 0.05.\n",
+      "Andy Rooney\n",
+      "got: Andy Rooney (517.250977), 292 / 5749, 0.05.\n",
+      "Andy Warhol\n",
+      "got: Andy Warhol (1268.845337), 293 / 5749, 0.05.\n",
+      "Andy Wisecarver\n",
+      "got: Andy Wisecarver (), 294 / 5749, 0.05.\n",
+      "Anette Hosoi\n",
+      "got: Anette Hosoi (272.489502), 295 / 5749, 0.05.\n",
+      "Angel Lockward\n",
+      "got: Angel Lockward (), 296 / 5749, 0.05.\n",
+      "Angel Maza\n",
+      "got: Angel Maza (254.507645), 297 / 5749, 0.05.\n",
+      "Angela Alvarado Rosa\n",
+      "got: Angela Alvarado Rosa (337.96344), 298 / 5749, 0.05.\n",
+      "Angela Bassett\n",
+      "got: Angela Bassett (656.518799), 299 / 5749, 0.05.\n",
+      "Angela Lansbury\n",
+      "got: Angela Lansbury (803.583801), 300 / 5749, 0.05.\n",
+      "Angela Mascia-Frye\n",
+      "got: Angela Mascia-Frye (), 301 / 5749, 0.05.\n",
+      "Angela Merkel\n",
+      "got: Angela Merkel (932.401794), 302 / 5749, 0.05.\n",
+      "Angelica Romero\n",
+      "got: Angelica Romero (140.442581), 303 / 5749, 0.05.\n",
+      "Angelina Jolie\n",
+      "got: Angelina Jolie (845.095703), 304 / 5749, 0.05.\n",
+      "Angelo Genova\n",
+      "got: Angelo Genova (19.356228), 305 / 5749, 0.05.\n",
+      "Angelo Reyes\n",
+      "got: Angelo Reyes (367.953522), 306 / 5749, 0.05.\n",
+      "Angie Arzola\n",
+      "got: Angie Arzola (), 307 / 5749, 0.05.\n",
+      "Angie Martinez\n",
+      "got: Angie Martinez (492.995026), 308 / 5749, 0.05.\n",
+      "Anibal Ibarra\n",
+      "got: Anibal Ibarra (362.794037), 309 / 5749, 0.05.\n",
+      "Anil Ramsook\n",
+      "got: Anil Ramsook (), 310 / 5749, 0.05.\n",
+      "Anita DeFrantz\n",
+      "got: Anita DeFrantz (320.561157), 311 / 5749, 0.05.\n",
+      "Anja Paerson\n",
+      "got: Anja Paerson (246.688873), 312 / 5749, 0.05.\n",
+      "Anjum Hussain\n",
+      "got: Anjum Hussain (1.258077), 313 / 5749, 0.05.\n",
+      "Ann Godbehere\n",
+      "got: Ann Godbehere (), 314 / 5749, 0.05.\n",
+      "Ann Landers\n",
+      "got: Ann Landers (244.105011), 315 / 5749, 0.05.\n",
+      "Ann Morgan\n",
+      "got: Ann Morgan (396.615753), 316 / 5749, 0.05.\n",
+      "Ann Veneman\n",
+      "got: Ann Veneman (357.501953), 317 / 5749, 0.06.\n",
+      "Anna Chicherova\n",
+      "got: Anna Chicherova (449.045013), 318 / 5749, 0.06.\n",
+      "Anna Faris\n",
+      "got: Anna Faris (685.466736), 319 / 5749, 0.06.\n",
+      "Anna Jones\n",
+      "got: Anna Jones (321.556824), 320 / 5749, 0.06.\n",
+      "Anna Kournikova\n",
+      "got: Anna Kournikova (686.026001), 321 / 5749, 0.06.\n",
+      "Anna Nicole Smith\n",
+      "got: Anna Nicole Smith (945.989075), 322 / 5749, 0.06.\n",
+      "Anne Cavers\n",
+      "got: Anne Cavers (), 323 / 5749, 0.06.\n",
+      "Anne Donovan\n",
+      "got: Anne Donovan (525.488464), 324 / 5749, 0.06.\n",
+      "Anne Heche\n",
+      "got: Anne Heche (603.059692), 325 / 5749, 0.06.\n",
+      "Anne Krueger\n",
+      "got: Anne Krueger (170.531525), 326 / 5749, 0.06.\n",
+      "Anne McLellan\n",
+      "got: Anne McLellan (387.945557), 327 / 5749, 0.06.\n",
+      "Anne ONeil\n",
+      "got: Anne ONeil (1.099738), 328 / 5749, 0.06.\n",
+      "Anneli Jaatteenmaki\n",
+      "got: Anneli Jaatteenmaki (405.641418), 329 / 5749, 0.06.\n",
+      "Annette Bening\n",
+      "got: Annette Bening (632.571838), 330 / 5749, 0.06.\n",
+      "Annette Lu\n",
+      "got: Annette Lu (470.085632), 331 / 5749, 0.06.\n",
+      "Annie-Jeanne Reynaud\n",
+      "got: Annie-Jeanne Reynaud (), 332 / 5749, 0.06.\n",
+      "Annie Chaplin\n",
+      "got: Annie Chaplin (196.619888), 333 / 5749, 0.06.\n",
+      "Annie Machon\n",
+      "got: Annie Machon (344.492279), 334 / 5749, 0.06.\n",
+      "Annika Sorenstam\n",
+      "got: Annika Sorenstam (578.781738), 335 / 5749, 0.06.\n",
+      "Antanas Valionis\n",
+      "got: Antanas Valionis (279.064972), 336 / 5749, 0.06.\n",
+      "Anthony Carter\n",
+      "got: Anthony Carter (456.095245), 337 / 5749, 0.06.\n",
+      "Anthony Corso\n",
+      "got: Anthony Corso (), 338 / 5749, 0.06.\n",
+      "Anthony Ervin\n",
+      "got: Anthony Ervin (458.464874), 339 / 5749, 0.06.\n",
+      "Anthony Fauci\n",
+      "got: Anthony Fauci (245.498856), 340 / 5749, 0.06.\n",
+      "Anthony Garotinho\n",
+      "got: Anthony Garotinho (457.182343), 341 / 5749, 0.06.\n",
+      "Anthony Hazen\n",
+      "got: Anthony Hazen (), 342 / 5749, 0.06.\n",
+      "Anthony Hopkins\n",
+      "got: Anthony Hopkins (773.937744), 343 / 5749, 0.06.\n",
+      "Anthony LaPaglia\n",
+      "got: Anthony LaPaglia (567.765869), 344 / 5749, 0.06.\n",
+      "Anthony Lee Johnson\n",
+      "got: Anthony Lee Johnson (3.547394), 345 / 5749, 0.06.\n",
+      "Anthony Mazur\n",
+      "got: Anthony Mazur (155.823166), 346 / 5749, 0.06.\n",
+      "Anthony Pico\n",
+      "got: Anthony Pico (137.064377), 347 / 5749, 0.06.\n",
+      "Anthony Pisciotti\n",
+      "got: Anthony Pisciotti (), 348 / 5749, 0.06.\n",
+      "Anthony Principi\n",
+      "got: Anthony Principi (333.964905), 349 / 5749, 0.06.\n",
+      "Anthony Rackauckas\n",
+      "got: Anthony Rackauckas (33.912834), 350 / 5749, 0.06.\n",
+      "Anthony Scott Miller\n",
+      "got: Anthony Scott Miller (34.71841), 351 / 5749, 0.06.\n",
+      "Antje Buschschulte\n",
+      "got: Antje Buschschulte (447.803009), 352 / 5749, 0.06.\n",
+      "Anton Balasingham\n",
+      "got: Anton Balasingham (401.019257), 353 / 5749, 0.06.\n",
+      "Antonio Banderas\n",
+      "got: Antonio Banderas (698.270691), 354 / 5749, 0.06.\n",
+      "Antonio Bernardo\n",
+      "got: Antonio Bernardo (271.332581), 355 / 5749, 0.06.\n",
+      "Antonio Cassano\n",
+      "got: Antonio Cassano (611.337097), 356 / 5749, 0.06.\n",
+      "Antonio Catania\n",
+      "got: Antonio Catania (395.574097), 357 / 5749, 0.06.\n",
+      "Antonio Elias Saca\n",
+      "got: Antonio Elias Saca (196.252853), 358 / 5749, 0.06.\n",
+      "Antonio Palocci\n",
+      "got: Antonio Palocci (444.760651), 359 / 5749, 0.06.\n",
+      "Antonio Trillanes\n",
+      "got: Antonio Trillanes (773.026123), 360 / 5749, 0.06.\n",
+      "Antony Leung\n",
+      "got: Antony Leung (402.083435), 361 / 5749, 0.06.\n",
+      "Antwun Echols\n",
+      "got: Antwun Echols (323.1745), 362 / 5749, 0.06.\n",
+      "Anwar Ibrahim\n",
+      "got: Anwar Ibrahim (663.940369), 363 / 5749, 0.06.\n",
+      "Anzori Kikalishvili\n",
+      "got: Anzori Kikalishvili (), 364 / 5749, 0.06.\n",
+      "Aparna Pillai\n",
+      "got: Aparna Pillai (254.084946), 365 / 5749, 0.06.\n",
+      "Aram Adler\n",
+      "got: Aram Adler (16.296944), 366 / 5749, 0.06.\n",
+      "Arantxa Sanchez-Vicario\n",
+      "got: Arantxa Sanchez-Vicario (1059.708496), 367 / 5749, 0.06.\n",
+      "Aretha Franklin\n",
+      "got: Aretha Franklin (1153.924805), 368 / 5749, 0.06.\n",
+      "Ari Bousbib\n",
+      "got: Ari Bousbib (305.042419), 369 / 5749, 0.06.\n",
+      "Ari Fleischer\n",
+      "got: Ari Fleischer (453.537354), 370 / 5749, 0.06.\n",
+      "Arianna Huffington\n",
+      "got: Arianna Huffington (585.555298), 371 / 5749, 0.06.\n",
+      "Arie Haan\n",
+      "got: Arie Haan (488.276428), 372 / 5749, 0.06.\n",
+      "Ariel Sharon\n",
+      "got: Ariel Sharon (612.909119), 373 / 5749, 0.06.\n",
+      "Arif Mardin\n",
+      "got: Arif Mardin (483.651703), 374 / 5749, 0.07.\n",
+      "Arlen Specter\n",
+      "got: Arlen Specter (587.779236), 375 / 5749, 0.07.\n",
+      "Armand Sargen\n",
+      "got: Armand Sargen (), 376 / 5749, 0.07.\n",
+      "Armando Avila Panchame\n",
+      "got: Armando Avila Panchame (134.646545), 377 / 5749, 0.07.\n",
+      "Armando Calderon Sol\n",
+      "got: Armando Calderon Sol (557.425598), 378 / 5749, 0.07.\n",
+      "Armando Carrillo\n",
+      "got: Armando Carrillo (288.611176), 379 / 5749, 0.07.\n",
+      "Arminio Fraga\n",
+      "got: Arminio Fraga (398.587585), 380 / 5749, 0.07.\n",
+      "Arnaud Clement\n",
+      "got: Arnaud Clement (584.74585), 381 / 5749, 0.07.\n",
+      "Arnaud Lagardere\n",
+      "got: Arnaud Lagardere (395.78125), 382 / 5749, 0.07.\n",
+      "Arnie Boehm\n",
+      "got: Arnie Boehm (), 383 / 5749, 0.07.\n",
+      "Arnold Palmer\n",
+      "got: Arnold Palmer (692.436096), 384 / 5749, 0.07.\n",
+      "Arnold Schwarzenegger\n",
+      "got: Arnold Schwarzenegger (1050.969238), 385 / 5749, 0.07.\n",
+      "Arnold Scott\n",
+      "got: Arnold Scott (175.551132), 386 / 5749, 0.07.\n",
+      "Arnoldo Aleman\n",
+      "got: Arnoldo Aleman (473.959076), 387 / 5749, 0.07.\n",
+      "Aron Ralston\n",
+      "got: Aron Ralston (529.955505), 388 / 5749, 0.07.\n",
+      "Arsinee Khanjian\n",
+      "got: Arsinee Khanjian (415.263702), 389 / 5749, 0.07.\n",
+      "Art Cooper\n",
+      "got: Art Cooper (704.26178), 390 / 5749, 0.07.\n",
+      "Art Hoffmann\n",
+      "got: Art Hoffmann (23.008472), 391 / 5749, 0.07.\n",
+      "Art Howe\n",
+      "got: Art Howe (428.873108), 392 / 5749, 0.07.\n",
+      "Art Lopez\n",
+      "got: Art Lopez (350.640717), 393 / 5749, 0.07.\n",
+      "Arthur Johnson\n",
+      "got: Arthur Johnson (494.851746), 394 / 5749, 0.07.\n",
+      "Arthur Martinez\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Arthur Martinez (259.701141), 395 / 5749, 0.07.\n",
+      "Artieas Shanks\n",
+      "got: Artieas Shanks (), 396 / 5749, 0.07.\n",
+      "Arturo Gatti\n",
+      "got: Arturo Gatti (499.617828), 397 / 5749, 0.07.\n",
+      "Arye Mekel\n",
+      "got: Arye Mekel (106.82254), 398 / 5749, 0.07.\n",
+      "Asa Hutchinson\n",
+      "got: Asa Hutchinson (489.737518), 399 / 5749, 0.07.\n",
+      "Ascencion Barajas\n",
+      "got: Ascencion Barajas (), 400 / 5749, 0.07.\n",
+      "Ashanti\n",
+      "got: Ashanti (66.886459), 401 / 5749, 0.07.\n",
+      "Ashlea Talbot\n",
+      "got: Ashlea Talbot (), 402 / 5749, 0.07.\n",
+      "Ashley Judd\n",
+      "got: Ashley Judd (643.355835), 403 / 5749, 0.07.\n",
+      "Ashley Olsen\n",
+      "got: Ashley Olsen (585.24939), 404 / 5749, 0.07.\n",
+      "Ashley Postell\n",
+      "got: Ashley Postell (310.611359), 405 / 5749, 0.07.\n",
+      "Ashraf Alasmar\n",
+      "got: Ashraf Alasmar (), 406 / 5749, 0.07.\n",
+      "Ashraf Ghani\n",
+      "got: Ashraf Ghani (754.314636), 407 / 5749, 0.07.\n",
+      "Ashton Kutcher\n",
+      "got: Ashton Kutcher (716.098816), 408 / 5749, 0.07.\n",
+      "Asif Ali Zardari\n",
+      "got: Asif Ali Zardari (806.705994), 409 / 5749, 0.07.\n",
+      "Asif Hanif\n",
+      "got: Asif Hanif (15.397957), 410 / 5749, 0.07.\n",
+      "Askar Akayev\n",
+      "got: Askar Akayev (422.621582), 411 / 5749, 0.07.\n",
+      "Asmaa Assad\n",
+      "got: Asmaa Assad (87.386391), 412 / 5749, 0.07.\n",
+      "Assad Ahmadi\n",
+      "got: Assad Ahmadi (3.35972), 413 / 5749, 0.07.\n",
+      "Astou Ndiaye-Diatta\n",
+      "got: Astou Ndiaye-Diatta (428.865753), 414 / 5749, 0.07.\n",
+      "Astrid Betancourt\n",
+      "got: Astrid Betancourt (144.537079), 415 / 5749, 0.07.\n",
+      "Astrid Eyzaguirre\n",
+      "got: Astrid Eyzaguirre (), 416 / 5749, 0.07.\n",
+      "Atal Bihari Vajpayee\n",
+      "got: Atal Bihari Vajpayee (1129.679688), 417 / 5749, 0.07.\n",
+      "Ataollah Mohajerani\n",
+      "got: Ataollah Mohajerani (216.289795), 418 / 5749, 0.07.\n",
+      "Atiabet Ijan Amabel\n",
+      "got: Atiabet Ijan Amabel (), 419 / 5749, 0.07.\n",
+      "Atom Egoyan\n",
+      "got: Atom Egoyan (502.599915), 420 / 5749, 0.07.\n",
+      "Atsushi Sato\n",
+      "got: Atsushi Sato (322.553223), 421 / 5749, 0.07.\n",
+      "Audrey Lacroix\n",
+      "got: Audrey Lacroix (339.110565), 422 / 5749, 0.07.\n",
+      "Audrey Sauret\n",
+      "got: Audrey Sauret (326.856659), 423 / 5749, 0.07.\n",
+      "Augustin Calleri\n",
+      "got: Augustin Calleri (), 424 / 5749, 0.07.\n",
+      "Augusto Pinochet\n",
+      "got: Augusto Pinochet (797.209229), 425 / 5749, 0.07.\n",
+      "Augusto Roa Bastos\n",
+      "got: Augusto Roa Bastos (582.815002), 426 / 5749, 0.07.\n",
+      "Aung San Suu Kyi\n",
+      "got: Aung San Suu Kyi (1312.616577), 427 / 5749, 0.07.\n",
+      "Austin Kearns\n",
+      "got: Austin Kearns (377.769135), 428 / 5749, 0.07.\n",
+      "Avril Lavigne\n",
+      "got: Avril Lavigne (793.1073), 429 / 5749, 0.07.\n",
+      "Azmi Bishara\n",
+      "got: Azmi Bishara (451.936066), 430 / 5749, 0.07.\n",
+      "Azra Akin\n",
+      "got: Azra Akin (506.488129), 431 / 5749, 0.07.\n",
+      "BB King\n",
+      "got: BB King (698.301819), 432 / 5749, 0.08.\n",
+      "BJ Habibie\n",
+      "got: BJ Habibie (317.946411), 433 / 5749, 0.08.\n",
+      "Babe Ruth\n",
+      "got: Babe Ruth (1440.387329), 434 / 5749, 0.08.\n",
+      "Baburam Bhattari\n",
+      "got: Baburam Bhattari (), 435 / 5749, 0.08.\n",
+      "Bak Chang-Ryun\n",
+      "got: Bak Chang-Ryun (), 436 / 5749, 0.08.\n",
+      "Barbara Bach\n",
+      "got: Barbara Bach (577.886292), 437 / 5749, 0.08.\n",
+      "Barbara Becker\n",
+      "got: Barbara Becker (448.930206), 438 / 5749, 0.08.\n",
+      "Barbara Bodine\n",
+      "got: Barbara Bodine (365.982269), 439 / 5749, 0.08.\n",
+      "Barbara Boxer\n",
+      "got: Barbara Boxer (915.366211), 440 / 5749, 0.08.\n",
+      "Barbara Brezigar\n",
+      "got: Barbara Brezigar (283.115509), 441 / 5749, 0.08.\n",
+      "Barbara De Brun\n",
+      "got: Barbara De Brun (), 442 / 5749, 0.08.\n",
+      "Barbara Esbin\n",
+      "got: Barbara Esbin (), 443 / 5749, 0.08.\n",
+      "Barbara Felt-Miller\n",
+      "got: Barbara Felt-Miller (), 444 / 5749, 0.08.\n",
+      "Barbara Roberts\n",
+      "got: Barbara Roberts (386.42215), 445 / 5749, 0.08.\n",
+      "Barbara Walters\n",
+      "got: Barbara Walters (622.295715), 446 / 5749, 0.08.\n",
+      "Barbora Strycova\n",
+      "got: Barbora Strycova (637.3526), 447 / 5749, 0.08.\n",
+      "Barbra Streisand\n",
+      "got: Barbra Streisand (827.127563), 448 / 5749, 0.08.\n",
+      "Barrett Jackman\n",
+      "got: Barrett Jackman (166.762817), 449 / 5749, 0.08.\n",
+      "Barry Alvarez\n",
+      "got: Barry Alvarez (447.27121), 450 / 5749, 0.08.\n",
+      "Barry Bonds\n",
+      "got: Barry Bonds (995.361938), 451 / 5749, 0.08.\n",
+      "Barry Collier\n",
+      "got: Barry Collier (324.974426), 452 / 5749, 0.08.\n",
+      "Barry Diller\n",
+      "got: Barry Diller (467.349335), 453 / 5749, 0.08.\n",
+      "Barry Ford\n",
+      "got: Barry Ford (251.611862), 454 / 5749, 0.08.\n",
+      "Barry Hinson\n",
+      "got: Barry Hinson (346.610565), 455 / 5749, 0.08.\n",
+      "Barry Nakell\n",
+      "got: Barry Nakell (), 456 / 5749, 0.08.\n",
+      "Barry Switzer\n",
+      "got: Barry Switzer (492.526398), 457 / 5749, 0.08.\n",
+      "Barry Williams\n",
+      "got: Barry Williams (481.245544), 458 / 5749, 0.08.\n",
+      "Barry Zito\n",
+      "got: Barry Zito (526.265625), 459 / 5749, 0.08.\n",
+      "Bart Freundlich\n",
+      "got: Bart Freundlich (462.150208), 460 / 5749, 0.08.\n",
+      "Bart Hendricks\n",
+      "got: Bart Hendricks (277.761963), 461 / 5749, 0.08.\n",
+      "Bartosz Kizierowski\n",
+      "got: Bartosz Kizierowski (334.865814), 462 / 5749, 0.08.\n",
+      "Barzan al-Tikriti\n",
+      "got: Barzan al-Tikriti (339.980865), 463 / 5749, 0.08.\n",
+      "Basdeo Panday\n",
+      "got: Basdeo Panday (369.811249), 464 / 5749, 0.08.\n",
+      "Bashar Assad\n",
+      "got: Bashar Assad (514.981323), 465 / 5749, 0.08.\n",
+      "Baz Luhrmann\n",
+      "got: Baz Luhrmann (586.198303), 466 / 5749, 0.08.\n",
+      "Beatrice Dalle\n",
+      "got: Beatrice Dalle (577.24176), 467 / 5749, 0.08.\n",
+      "Beatriz Merino\n",
+      "got: Beatriz Merino (372.039185), 468 / 5749, 0.08.\n",
+      "Beecher Ray Kirby\n",
+      "got: Beecher Ray Kirby (333.042297), 469 / 5749, 0.08.\n",
+      "Begum Khaleda Zia\n",
+      "got: Begum Khaleda Zia (579.824646), 470 / 5749, 0.08.\n",
+      "Bela Karolyi\n",
+      "got: Bela Karolyi (464.128021), 471 / 5749, 0.08.\n",
+      "Ben Affleck\n",
+      "got: Ben Affleck (803.721802), 472 / 5749, 0.08.\n",
+      "Ben Betts\n",
+      "got: Ben Betts (263.127655), 473 / 5749, 0.08.\n",
+      "Ben Braun\n",
+      "got: Ben Braun (350.556549), 474 / 5749, 0.08.\n",
+      "Ben Broussard\n",
+      "got: Ben Broussard (322.379547), 475 / 5749, 0.08.\n",
+      "Ben Cahoon\n",
+      "got: Ben Cahoon (428.413727), 476 / 5749, 0.08.\n",
+      "Ben Chandler\n",
+      "got: Ben Chandler (346.688049), 477 / 5749, 0.08.\n",
+      "Ben Cohen\n",
+      "got: Ben Cohen (490.403137), 478 / 5749, 0.08.\n",
+      "Ben Curtis\n",
+      "got: Ben Curtis (442.599701), 479 / 5749, 0.08.\n",
+      "Ben Davis\n",
+      "got: Ben Davis (502.82486), 480 / 5749, 0.08.\n",
+      "Ben Glisan\n",
+      "got: Ben Glisan (), 481 / 5749, 0.08.\n",
+      "Ben Howland\n",
+      "got: Ben Howland (417.486938), 482 / 5749, 0.08.\n",
+      "Ben Kingsley\n",
+      "got: Ben Kingsley (725.831848), 483 / 5749, 0.08.\n",
+      "Ben Lee\n",
+      "got: Ben Lee (500.545288), 484 / 5749, 0.08.\n",
+      "Ben Stein\n",
+      "got: Ben Stein (560.855896), 485 / 5749, 0.08.\n",
+      "Ben Wallace\n",
+      "got: Ben Wallace (578.496765), 486 / 5749, 0.08.\n",
+      "Benazir Bhutto\n",
+      "got: Benazir Bhutto (937.985901), 487 / 5749, 0.08.\n",
+      "Benedita da Silva\n",
+      "got: Benedita da Silva (521.458435), 488 / 5749, 0.08.\n",
+      "Benicio Del Toro\n",
+      "got: Benicio Del Toro (961.194275), 489 / 5749, 0.09.\n",
+      "Benito Santiago\n",
+      "got: Benito Santiago (446.975403), 490 / 5749, 0.09.\n",
+      "Benjamin Bratt\n",
+      "got: Benjamin Bratt (587.086487), 491 / 5749, 0.09.\n",
+      "Benjamin Franklin\n",
+      "got: Benjamin Franklin (1121.365967), 492 / 5749, 0.09.\n",
+      "Benjamin Martinez\n",
+      "got: Benjamin Martinez (364.607666), 493 / 5749, 0.09.\n",
+      "Benjamin McKenzie\n",
+      "got: Benjamin McKenzie (401.947266), 494 / 5749, 0.09.\n",
+      "Benjamin Netanyahu\n",
+      "got: Benjamin Netanyahu (739.886108), 495 / 5749, 0.09.\n",
+      "Benjamin Neulander\n",
+      "got: Benjamin Neulander (138.124756), 496 / 5749, 0.09.\n",
+      "Bernadette Peters\n",
+      "got: Bernadette Peters (647.490356), 497 / 5749, 0.09.\n",
+      "Bernard Ebbers\n",
+      "got: Bernard Ebbers (385.427521), 498 / 5749, 0.09.\n",
+      "Bernard Giraudeau\n",
+      "got: Bernard Giraudeau (478.476562), 499 / 5749, 0.09.\n",
+      "Bernard Kerik\n",
+      "got: Bernard Kerik (407.477509), 500 / 5749, 0.09.\n",
+      "Bernard Landry\n",
+      "got: Bernard Landry (426.750397), 501 / 5749, 0.09.\n",
+      "Bernard Law\n",
+      "got: Bernard Law (695.999756), 502 / 5749, 0.09.\n",
+      "Bernard Lord\n",
+      "got: Bernard Lord (361.130157), 503 / 5749, 0.09.\n",
+      "Bernard Siegel\n",
+      "got: Bernard Siegel (252.233582), 504 / 5749, 0.09.\n",
+      "Bernardo Segura\n",
+      "got: Bernardo Segura (383.554443), 505 / 5749, 0.09.\n",
+      "Bernice Wong\n",
+      "got: Bernice Wong (2.287065), 506 / 5749, 0.09.\n",
+      "Bertie Ahern\n",
+      "got: Bertie Ahern (511.719666), 507 / 5749, 0.09.\n",
+      "Bertrand Bonello\n",
+      "got: Bertrand Bonello (414.686035), 508 / 5749, 0.09.\n",
+      "Bertrand Delanoe\n",
+      "got: Bertrand Delanoe (447.885864), 509 / 5749, 0.09.\n",
+      "Beth Blough\n",
+      "got: Beth Blough (), 510 / 5749, 0.09.\n",
+      "Beth Jones\n",
+      "got: Beth Jones (280.200745), 511 / 5749, 0.09.\n",
+      "Betsy Coffin\n",
+      "got: Betsy Coffin (), 512 / 5749, 0.09.\n",
+      "Betsy Smith\n",
+      "got: Betsy Smith (145.072678), 513 / 5749, 0.09.\n",
+      "Bettina Rheims\n",
+      "got: Bettina Rheims (422.998138), 514 / 5749, 0.09.\n",
+      "Betty Garrison\n",
+      "got: Betty Garrison (23.621817), 515 / 5749, 0.09.\n",
+      "Betty Williams\n",
+      "got: Betty Williams (425.669189), 516 / 5749, 0.09.\n",
+      "Beyonce Knowles\n",
+      "got: Beyonce Knowles (1366.449707), 517 / 5749, 0.09.\n",
+      "Bianca Jagger\n",
+      "got: Bianca Jagger (527.862244), 518 / 5749, 0.09.\n",
+      "Bijan Darvish\n",
+      "got: Bijan Darvish (), 519 / 5749, 0.09.\n",
+      "Bijan Namdar Zangeneh\n",
+      "got: Bijan Namdar Zangeneh (572.412964), 520 / 5749, 0.09.\n",
+      "Bilal Erdogan\n",
+      "got: Bilal Erdogan (441.590088), 521 / 5749, 0.09.\n",
+      "Biljana Plavsic\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Biljana Plavsic (462.925049), 522 / 5749, 0.09.\n",
+      "Bill Belichick\n",
+      "got: Bill Belichick (664.852783), 523 / 5749, 0.09.\n",
+      "Bill Bradley\n",
+      "got: Bill Bradley (799.277344), 524 / 5749, 0.09.\n",
+      "Bill Butler\n",
+      "got: Bill Butler (388.855652), 525 / 5749, 0.09.\n",
+      "Bill Byrne\n",
+      "got: Bill Byrne (327.139923), 526 / 5749, 0.09.\n",
+      "Bill Callahan\n",
+      "got: Bill Callahan (571.816345), 527 / 5749, 0.09.\n",
+      "Bill Carmody\n",
+      "got: Bill Carmody (344.10788), 528 / 5749, 0.09.\n",
+      "Bill Cartwright\n",
+      "got: Bill Cartwright (481.17099), 529 / 5749, 0.09.\n",
+      "Bill Clancy\n",
+      "got: Bill Clancy (185.492401), 530 / 5749, 0.09.\n",
+      "Bill Clinton\n",
+      "got: Bill Clinton (1794.225586), 531 / 5749, 0.09.\n",
+      "Bill Curry\n",
+      "got: Bill Curry (456.828186), 532 / 5749, 0.09.\n",
+      "Bill Doba\n",
+      "got: Bill Doba (311.572754), 533 / 5749, 0.09.\n",
+      "Bill Duffey\n",
+      "got: Bill Duffey (20.873724), 534 / 5749, 0.09.\n",
+      "Bill Elliott\n",
+      "got: Bill Elliott (594.102417), 535 / 5749, 0.09.\n",
+      "Bill Fennelly\n",
+      "got: Bill Fennelly (321.104156), 536 / 5749, 0.09.\n",
+      "Bill Frist\n",
+      "got: Bill Frist (491.725525), 537 / 5749, 0.09.\n",
+      "Bill Gates\n",
+      "got: Bill Gates (1125.341309), 538 / 5749, 0.09.\n",
+      "Bill Graham\n",
+      "got: Bill Graham (559.677185), 539 / 5749, 0.09.\n",
+      "Bill Guerin\n",
+      "got: Bill Guerin (401.204956), 540 / 5749, 0.09.\n",
+      "Bill Herrion\n",
+      "got: Bill Herrion (312.053101), 541 / 5749, 0.09.\n",
+      "Bill Hughes\n",
+      "got: Bill Hughes (311.33078), 542 / 5749, 0.09.\n",
+      "Bill King\n",
+      "got: Bill King (431.240662), 543 / 5749, 0.09.\n",
+      "Bill Kollar\n",
+      "got: Bill Kollar (334.436188), 544 / 5749, 0.09.\n",
+      "Bill Kong\n",
+      "got: Bill Kong (359.745819), 545 / 5749, 0.09.\n",
+      "Bill Lerach\n",
+      "got: Bill Lerach (146.57106), 546 / 5749, 0.09.\n",
+      "Bill Maher\n",
+      "got: Bill Maher (689.973938), 547 / 5749, 0.10.\n",
+      "Bill Mauldin\n",
+      "got: Bill Mauldin (442.101013), 548 / 5749, 0.10.\n",
+      "Bill McBride\n",
+      "got: Bill McBride (204.362427), 549 / 5749, 0.10.\n",
+      "Bill Nelson\n",
+      "got: Bill Nelson (879.487061), 550 / 5749, 0.10.\n",
+      "Bill OReilly\n",
+      "got: Bill OReilly (94.811081), 551 / 5749, 0.10.\n",
+      "Bill Parcells\n",
+      "got: Bill Parcells (586.931702), 552 / 5749, 0.10.\n",
+      "Bill Parsons\n",
+      "got: Bill Parsons (325.382782), 553 / 5749, 0.10.\n",
+      "Bill Paxton\n",
+      "got: Bill Paxton (649.460144), 554 / 5749, 0.10.\n",
+      "Bill Pryor\n",
+      "got: Bill Pryor (228.960297), 555 / 5749, 0.10.\n",
+      "Bill Rainer\n",
+      "got: Bill Rainer (3.105861), 556 / 5749, 0.10.\n",
+      "Bill Readdy\n",
+      "got: Bill Readdy (), 557 / 5749, 0.10.\n",
+      "Bill Richardson\n",
+      "got: Bill Richardson (650.843872), 558 / 5749, 0.10.\n",
+      "Bill Self\n",
+      "got: Bill Self (498.714722), 559 / 5749, 0.10.\n",
+      "Bill Simon\n",
+      "got: Bill Simon (334.140167), 560 / 5749, 0.10.\n",
+      "Bill Sizemore\n",
+      "got: Bill Sizemore (311.56189), 561 / 5749, 0.10.\n",
+      "Bill Stapleton\n",
+      "got: Bill Stapleton (323.416992), 562 / 5749, 0.10.\n",
+      "Bill Stein\n",
+      "got: Bill Stein (348.165405), 563 / 5749, 0.10.\n",
+      "Bill Walton\n",
+      "got: Bill Walton (632.969238), 564 / 5749, 0.10.\n",
+      "Billy Andrade\n",
+      "got: Billy Andrade (400.553955), 565 / 5749, 0.10.\n",
+      "Billy Beane\n",
+      "got: Billy Beane (546.942688), 566 / 5749, 0.10.\n",
+      "Billy Bob Thornton\n",
+      "got: Billy Bob Thornton (930.506775), 567 / 5749, 0.10.\n",
+      "Billy Boyd\n",
+      "got: Billy Boyd (547.169128), 568 / 5749, 0.10.\n",
+      "Billy Crawford\n",
+      "got: Billy Crawford (531.584045), 569 / 5749, 0.10.\n",
+      "Billy Crystal\n",
+      "got: Billy Crystal (671.453247), 570 / 5749, 0.10.\n",
+      "Billy Donovan\n",
+      "got: Billy Donovan (489.403198), 571 / 5749, 0.10.\n",
+      "Billy Edelin\n",
+      "got: Billy Edelin (255.313217), 572 / 5749, 0.10.\n",
+      "Billy Gilman\n",
+      "got: Billy Gilman (497.063599), 573 / 5749, 0.10.\n",
+      "Billy Graham\n",
+      "got: Billy Graham (1126.274658), 574 / 5749, 0.10.\n",
+      "Billy Joel\n",
+      "got: Billy Joel (769.124817), 575 / 5749, 0.10.\n",
+      "Billy Rork\n",
+      "got: Billy Rork (), 576 / 5749, 0.10.\n",
+      "Billy Sollie\n",
+      "got: Billy Sollie (), 577 / 5749, 0.10.\n",
+      "Billy Tibbets\n",
+      "got: Billy Tibbets (), 578 / 5749, 0.10.\n",
+      "Bing Crosby\n",
+      "got: Bing Crosby (1047.529053), 579 / 5749, 0.10.\n",
+      "Binyamin Ben-Eliezer\n",
+      "got: Binyamin Ben-Eliezer (519.578735), 580 / 5749, 0.10.\n",
+      "Bison Dele\n",
+      "got: Bison Dele (447.178528), 581 / 5749, 0.10.\n",
+      "Bixente LIzarazu\n",
+      "got: Bixente LIzarazu (583.721069), 582 / 5749, 0.10.\n",
+      "Blas Ople\n",
+      "got: Blas Ople (375.709534), 583 / 5749, 0.10.\n",
+      "Blythe Danner\n",
+      "got: Blythe Danner (586.682068), 584 / 5749, 0.10.\n",
+      "Blythe Hartley\n",
+      "got: Blythe Hartley (301.436218), 585 / 5749, 0.10.\n",
+      "Bo Pelini\n",
+      "got: Bo Pelini (483.099457), 586 / 5749, 0.10.\n",
+      "Bo Ryan\n",
+      "got: Bo Ryan (444.944214), 587 / 5749, 0.10.\n",
+      "Bob Alper\n",
+      "got: Bob Alper (271.123627), 588 / 5749, 0.10.\n",
+      "Bob Beauprez\n",
+      "got: Bob Beauprez (342.326202), 589 / 5749, 0.10.\n",
+      "Bob Bowlsby\n",
+      "got: Bob Bowlsby (313.298553), 590 / 5749, 0.10.\n",
+      "Bob Cantrell\n",
+      "got: Bob Cantrell (1.597515), 591 / 5749, 0.10.\n",
+      "Bob Colvin\n",
+      "got: Bob Colvin (2.569117), 592 / 5749, 0.10.\n",
+      "Bob Crippen\n",
+      "got: Bob Crippen (174.536438), 593 / 5749, 0.10.\n",
+      "Bob Curtis\n",
+      "got: Bob Curtis (192.556274), 594 / 5749, 0.10.\n",
+      "Bob Dole\n",
+      "got: Bob Dole (1041.001831), 595 / 5749, 0.10.\n",
+      "Bob Eskridge\n",
+      "got: Bob Eskridge (), 596 / 5749, 0.10.\n",
+      "Bob Ferguson\n",
+      "got: Bob Ferguson (422.080414), 597 / 5749, 0.10.\n",
+      "Bob Geldof\n",
+      "got: Bob Geldof (765.407043), 598 / 5749, 0.10.\n",
+      "Bob Goldman\n",
+      "got: Bob Goldman (146.752548), 599 / 5749, 0.10.\n",
+      "Bob Graham\n",
+      "got: Bob Graham (594.060852), 600 / 5749, 0.10.\n",
+      "Bob Guccione\n",
+      "got: Bob Guccione (429.030914), 601 / 5749, 0.10.\n",
+      "Bob Hartley\n",
+      "got: Bob Hartley (402.075714), 602 / 5749, 0.10.\n",
+      "Bob Hayes\n",
+      "got: Bob Hayes (704.842163), 603 / 5749, 0.10.\n",
+      "Bob Herz\n",
+      "got: Bob Herz (23.181118), 604 / 5749, 0.11.\n",
+      "Bob Holden\n",
+      "got: Bob Holden (335.530212), 605 / 5749, 0.11.\n",
+      "Bob Hope\n",
+      "got: Bob Hope (1051.070801), 606 / 5749, 0.11.\n",
+      "Bob Huggins\n",
+      "got: Bob Huggins (473.68515), 607 / 5749, 0.11.\n",
+      "Bob Iger\n",
+      "got: Bob Iger (589.738098), 608 / 5749, 0.11.\n",
+      "Bob Krueger\n",
+      "got: Bob Krueger (375.492645), 609 / 5749, 0.11.\n",
+      "Bob Melvin\n",
+      "got: Bob Melvin (477.749664), 610 / 5749, 0.11.\n",
+      "Bob Menendez\n",
+      "got: Bob Menendez (767.932617), 611 / 5749, 0.11.\n",
+      "Bob Newhart\n",
+      "got: Bob Newhart (625.58783), 612 / 5749, 0.11.\n",
+      "Bob Petrino\n",
+      "got: Bob Petrino (206.492233), 613 / 5749, 0.11.\n",
+      "Bob Riley\n",
+      "got: Bob Riley (406.632629), 614 / 5749, 0.11.\n",
+      "Bob Stoops\n",
+      "got: Bob Stoops (561.859009), 615 / 5749, 0.11.\n",
+      "Bob Sulkin\n",
+      "got: Bob Sulkin (), 616 / 5749, 0.11.\n",
+      "Bob Taft\n",
+      "got: Bob Taft (417.391327), 617 / 5749, 0.11.\n",
+      "Bob Wright\n",
+      "got: Bob Wright (386.357758), 618 / 5749, 0.11.\n",
+      "Bobby Bowden\n",
+      "got: Bobby Bowden (580.465881), 619 / 5749, 0.11.\n",
+      "Bobby Goldwater\n",
+      "got: Bobby Goldwater (), 620 / 5749, 0.11.\n",
+      "Bobby Jackson\n",
+      "got: Bobby Jackson (432.458771), 621 / 5749, 0.11.\n",
+      "Bobby Kielty\n",
+      "got: Bobby Kielty (338.309174), 622 / 5749, 0.11.\n",
+      "Bobby Robson\n",
+      "got: Bobby Robson (629.11438), 623 / 5749, 0.11.\n",
+      "Bobo Balde\n",
+      "got: Bobo Balde (444.195801), 624 / 5749, 0.11.\n",
+      "Bode Miller\n",
+      "got: Bode Miller (646.77301), 625 / 5749, 0.11.\n",
+      "Bonnie Fuller\n",
+      "got: Bonnie Fuller (322.803986), 626 / 5749, 0.11.\n",
+      "Bonnie Hunt\n",
+      "got: Bonnie Hunt (566.608887), 627 / 5749, 0.11.\n",
+      "Bono\n",
+      "got: Bono (73.956299), 628 / 5749, 0.11.\n",
+      "Boris Becker\n",
+      "got: Boris Becker (773.755981), 629 / 5749, 0.11.\n",
+      "Boris Berezovsky\n",
+      "got: Boris Berezovsky (626.312439), 630 / 5749, 0.11.\n",
+      "Boris Henry\n",
+      "got: Boris Henry (414.023865), 631 / 5749, 0.11.\n",
+      "Boris Jordan\n",
+      "got: Boris Jordan (330.752106), 632 / 5749, 0.11.\n",
+      "Boris Trajkovski\n",
+      "got: Boris Trajkovski (419.774719), 633 / 5749, 0.11.\n",
+      "Boris Yeltsin\n",
+      "got: Boris Yeltsin (758.499268), 634 / 5749, 0.11.\n",
+      "Boutros Boutros Ghali\n",
+      "got: Boutros Boutros Ghali (783.124084), 635 / 5749, 0.11.\n",
+      "Brad Alexander Smith\n",
+      "got: Brad Alexander Smith (72.214645), 636 / 5749, 0.11.\n",
+      "Brad Banks\n",
+      "got: Brad Banks (399.728851), 637 / 5749, 0.11.\n",
+      "Brad Brownell\n",
+      "got: Brad Brownell (376.119812), 638 / 5749, 0.11.\n",
+      "Brad Garrett\n",
+      "got: Brad Garrett (611.987732), 639 / 5749, 0.11.\n",
+      "Brad Gushue\n",
+      "got: Brad Gushue (441.472565), 640 / 5749, 0.11.\n",
+      "Brad Johnson\n",
+      "got: Brad Johnson (494.991516), 641 / 5749, 0.11.\n",
+      "Brad Miller\n",
+      "got: Brad Miller (434.901886), 642 / 5749, 0.11.\n",
+      "Brad Pitt\n",
+      "got: Brad Pitt (853.998718), 643 / 5749, 0.11.\n",
+      "Brad Russ\n",
+      "got: Brad Russ (7.311069), 644 / 5749, 0.11.\n",
+      "Brad Smith\n",
+      "got: Brad Smith (436.75647), 645 / 5749, 0.11.\n",
+      "Brad Wilk\n",
+      "got: Brad Wilk (480.86673), 646 / 5749, 0.11.\n",
+      "Brady Rodgers\n",
+      "got: Brady Rodgers (356.75708), 647 / 5749, 0.11.\n",
+      "Brajesh Mishra\n",
+      "got: Brajesh Mishra (440.330658), 648 / 5749, 0.11.\n",
+      "Brandon Boyd\n",
+      "got: Brandon Boyd (522.727417), 649 / 5749, 0.11.\n",
+      "Brandon Fails\n",
+      "got: Brandon Fails (26.695353), 650 / 5749, 0.11.\n",
+      "Brandon Hammond\n",
+      "got: Brandon Hammond (410.093994), 651 / 5749, 0.11.\n",
+      "Brandon Inge\n",
+      "got: Brandon Inge (409.236694), 652 / 5749, 0.11.\n",
+      "Brandon Jones\n",
+      "got: Brandon Jones (449.497101), 653 / 5749, 0.11.\n",
+      "Brandon Knight\n",
+      "got: Brandon Knight (539.629761), 654 / 5749, 0.11.\n",
+      "Brandon Larson\n",
+      "got: Brandon Larson (369.89624), 655 / 5749, 0.11.\n",
+      "Brandon Lloyd\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Brandon Lloyd (403.734344), 656 / 5749, 0.11.\n",
+      "Brandon Robinson\n",
+      "got: Brandon Robinson (317.746796), 657 / 5749, 0.11.\n",
+      "Brandon Spann\n",
+      "got: Brandon Spann (), 658 / 5749, 0.11.\n",
+      "Brandon Webb\n",
+      "got: Brandon Webb (366.861938), 659 / 5749, 0.11.\n",
+      "Branko Crvenkovski\n",
+      "got: Branko Crvenkovski (399.041473), 660 / 5749, 0.11.\n",
+      "Brawley King\n",
+      "got: Brawley King (175.39505), 661 / 5749, 0.11.\n",
+      "Brenda Magana\n",
+      "got: Brenda Magana (298.096069), 662 / 5749, 0.12.\n",
+      "Brenda Wilson\n",
+      "got: Brenda Wilson (243.157516), 663 / 5749, 0.12.\n",
+      "Brenda van Dam\n",
+      "got: Brenda van Dam (), 664 / 5749, 0.12.\n",
+      "Brendan Fraser\n",
+      "got: Brendan Fraser (646.644043), 665 / 5749, 0.12.\n",
+      "Brendan Gaughan\n",
+      "got: Brendan Gaughan (483.293732), 666 / 5749, 0.12.\n",
+      "Brendan Hansen\n",
+      "got: Brendan Hansen (456.705566), 667 / 5749, 0.12.\n",
+      "Brendan Stai\n",
+      "got: Brendan Stai (158.380692), 668 / 5749, 0.12.\n",
+      "Brennon Leighton\n",
+      "got: Brennon Leighton (), 669 / 5749, 0.12.\n",
+      "Brent Coles\n",
+      "got: Brent Coles (262.898376), 670 / 5749, 0.12.\n",
+      "Brett Boone\n",
+      "got: Brett Boone (238.702469), 671 / 5749, 0.12.\n",
+      "Brett Hawke\n",
+      "got: Brett Hawke (318.83371), 672 / 5749, 0.12.\n",
+      "Brett Hull\n",
+      "got: Brett Hull (490.98056), 673 / 5749, 0.12.\n",
+      "Brett Perry\n",
+      "got: Brett Perry (137.064377), 674 / 5749, 0.12.\n",
+      "Brian Billick\n",
+      "got: Brian Billick (450.367401), 675 / 5749, 0.12.\n",
+      "Brian Campbell\n",
+      "got: Brian Campbell (419.837006), 676 / 5749, 0.12.\n",
+      "Brian Cashman\n",
+      "got: Brian Cashman (482.214355), 677 / 5749, 0.12.\n",
+      "Brian Clemens\n",
+      "got: Brian Clemens (408.863342), 678 / 5749, 0.12.\n",
+      "Brian Cook\n",
+      "got: Brian Cook (411.288147), 679 / 5749, 0.12.\n",
+      "Brian Cowen\n",
+      "got: Brian Cowen (454.67395), 680 / 5749, 0.12.\n",
+      "Brian De Palma\n",
+      "got: Brian De Palma (779.422546), 681 / 5749, 0.12.\n",
+      "Brian Florence\n",
+      "got: Brian Florence (32.823662), 682 / 5749, 0.12.\n",
+      "Brian Grazier\n",
+      "got: Brian Grazier (7.833951), 683 / 5749, 0.12.\n",
+      "Brian Gregory\n",
+      "got: Brian Gregory (366.217407), 684 / 5749, 0.12.\n",
+      "Brian Griese\n",
+      "got: Brian Griese (498.815735), 685 / 5749, 0.12.\n",
+      "Brian Heidik\n",
+      "got: Brian Heidik (379.790771), 686 / 5749, 0.12.\n",
+      "Brian Henson\n",
+      "got: Brian Henson (517.28009), 687 / 5749, 0.12.\n",
+      "Brian Jordan\n",
+      "got: Brian Jordan (437.886322), 688 / 5749, 0.12.\n",
+      "Brian Kerr\n",
+      "got: Brian Kerr (426.974701), 689 / 5749, 0.12.\n",
+      "Brian Lara\n",
+      "got: Brian Lara (597.028076), 690 / 5749, 0.12.\n",
+      "Brian McIntyre\n",
+      "got: Brian McIntyre (143.147675), 691 / 5749, 0.12.\n",
+      "Brian Meadors\n",
+      "got: Brian Meadors (2.517417), 692 / 5749, 0.12.\n",
+      "Brian Mulroney\n",
+      "got: Brian Mulroney (723.246399), 693 / 5749, 0.12.\n",
+      "Brian Olson\n",
+      "got: Brian Olson (190.351242), 694 / 5749, 0.12.\n",
+      "Brian Pavlich\n",
+      "got: Brian Pavlich (), 695 / 5749, 0.12.\n",
+      "Brian Scalabrine\n",
+      "got: Brian Scalabrine (516.24353), 696 / 5749, 0.12.\n",
+      "Brian Schneider\n",
+      "got: Brian Schneider (367.583862), 697 / 5749, 0.12.\n",
+      "Brian StPierre\n",
+      "got: Brian StPierre (), 698 / 5749, 0.12.\n",
+      "Brian Van Dusen\n",
+      "got: Brian Van Dusen (), 699 / 5749, 0.12.\n",
+      "Brian Weaver\n",
+      "got: Brian Weaver (204.940613), 700 / 5749, 0.12.\n",
+      "Brian Wells\n",
+      "got: Brian Wells (317.378174), 701 / 5749, 0.12.\n",
+      "Brian Williams\n",
+      "got: Brian Williams (591.526123), 702 / 5749, 0.12.\n",
+      "Bridget Fonda\n",
+      "got: Bridget Fonda (582.987915), 703 / 5749, 0.12.\n",
+      "Bridgette Wilson-Sampras\n",
+      "got: Bridgette Wilson-Sampras (452.757111), 704 / 5749, 0.12.\n",
+      "Brigitte Boisselier\n",
+      "got: Brigitte Boisselier (354.632416), 705 / 5749, 0.12.\n",
+      "Britney Spears\n",
+      "got: Britney Spears (1214.616577), 706 / 5749, 0.12.\n",
+      "Brittany Snow\n",
+      "got: Brittany Snow (598.66095), 707 / 5749, 0.12.\n",
+      "Brock Berlin\n",
+      "got: Brock Berlin (390.255157), 708 / 5749, 0.12.\n",
+      "Bronson Arroyo\n",
+      "got: Bronson Arroyo (468.646118), 709 / 5749, 0.12.\n",
+      "Brook Robinson\n",
+      "got: Brook Robinson (24.411173), 710 / 5749, 0.12.\n",
+      "Brooke Adams\n",
+      "got: Brooke Adams (503.721344), 711 / 5749, 0.12.\n",
+      "Brooke Gordon\n",
+      "got: Brooke Gordon (9.317256), 712 / 5749, 0.12.\n",
+      "Brooke Shields\n",
+      "got: Brooke Shields (692.459167), 713 / 5749, 0.12.\n",
+      "Bruce Arena\n",
+      "got: Bruce Arena (531.84314), 714 / 5749, 0.12.\n",
+      "Bruce Gebhardt\n",
+      "got: Bruce Gebhardt (140.460068), 715 / 5749, 0.12.\n",
+      "Bruce Lunsford\n",
+      "got: Bruce Lunsford (313.643127), 716 / 5749, 0.12.\n",
+      "Bruce Paltrow\n",
+      "got: Bruce Paltrow (448.90036), 717 / 5749, 0.12.\n",
+      "Bruce Springsteen\n",
+      "got: Bruce Springsteen (1522.498047), 718 / 5749, 0.12.\n",
+      "Bruce Van De Velde\n",
+      "got: Bruce Van De Velde (440.444366), 719 / 5749, 0.13.\n",
+      "Bruce Weber\n",
+      "got: Bruce Weber (474.684998), 720 / 5749, 0.13.\n",
+      "Bruce Willis\n",
+      "got: Bruce Willis (766.95459), 721 / 5749, 0.13.\n",
+      "Bruna Colosio\n",
+      "got: Bruna Colosio (236.414536), 722 / 5749, 0.13.\n",
+      "Bruno Junquiera\n",
+      "got: Bruno Junquiera (), 723 / 5749, 0.13.\n",
+      "Bryan Adams\n",
+      "got: Bryan Adams (792.983948), 724 / 5749, 0.13.\n",
+      "Bryan Chui\n",
+      "got: Bryan Chui (), 725 / 5749, 0.13.\n",
+      "Bryan Cooley\n",
+      "got: Bryan Cooley (155.952606), 726 / 5749, 0.13.\n",
+      "Bryan Murray\n",
+      "got: Bryan Murray (389.379852), 727 / 5749, 0.13.\n",
+      "Bryan Thomas\n",
+      "got: Bryan Thomas (360.21817), 728 / 5749, 0.13.\n",
+      "Bryant Young\n",
+      "got: Bryant Young (416.934357), 729 / 5749, 0.13.\n",
+      "Bryce Carmine\n",
+      "got: Bryce Carmine (), 730 / 5749, 0.13.\n",
+      "Buck Rodgers\n",
+      "got: Buck Rodgers (332.740753), 731 / 5749, 0.13.\n",
+      "Bud Selig\n",
+      "got: Bud Selig (611.211975), 732 / 5749, 0.13.\n",
+      "Budd Schulberg\n",
+      "got: Budd Schulberg (413.172577), 733 / 5749, 0.13.\n",
+      "Buddy Ryan\n",
+      "got: Buddy Ryan (488.669891), 734 / 5749, 0.13.\n",
+      "Buford Blount\n",
+      "got: Buford Blount (), 735 / 5749, 0.13.\n",
+      "Bulent Ecevit\n",
+      "got: Bulent Ecevit (589.105713), 736 / 5749, 0.13.\n",
+      "Bustam A Zedan Aljanabi\n",
+      "got: Bustam A Zedan Aljanabi (), 737 / 5749, 0.13.\n",
+      "Butch Davis\n",
+      "got: Butch Davis (484.994049), 738 / 5749, 0.13.\n",
+      "Buzz Hargrove\n",
+      "got: Buzz Hargrove (308.808533), 739 / 5749, 0.13.\n",
+      "Byron Scott\n",
+      "got: Byron Scott (571.839478), 740 / 5749, 0.13.\n",
+      "Cabas\n",
+      "got: Cabas (29.241411), 741 / 5749, 0.13.\n",
+      "Caio Blat\n",
+      "got: Caio Blat (469.339935), 742 / 5749, 0.13.\n",
+      "Calbert Cheaney\n",
+      "got: Calbert Cheaney (437.698853), 743 / 5749, 0.13.\n",
+      "Calista Flockhart\n",
+      "got: Calista Flockhart (599.354553), 744 / 5749, 0.13.\n",
+      "Calvin Harrison\n",
+      "got: Calvin Harrison (346.04425), 745 / 5749, 0.13.\n",
+      "Calvin Joseph Coleman\n",
+      "got: Calvin Joseph Coleman (), 746 / 5749, 0.13.\n",
+      "Cameron Diaz\n",
+      "got: Cameron Diaz (740.643982), 747 / 5749, 0.13.\n",
+      "Camilla Parker Bowles\n",
+      "got: Camilla Parker Bowles (868.157593), 748 / 5749, 0.13.\n",
+      "Camille Colvin\n",
+      "got: Camille Colvin (), 749 / 5749, 0.13.\n",
+      "Camille Lewis\n",
+      "got: Camille Lewis (139.143539), 750 / 5749, 0.13.\n",
+      "Camryn Manheim\n",
+      "got: Camryn Manheim (506.082977), 751 / 5749, 0.13.\n",
+      "Candace Sutton\n",
+      "got: Candace Sutton (112.778389), 752 / 5749, 0.13.\n",
+      "Candice Beatty\n",
+      "got: Candice Beatty (), 753 / 5749, 0.13.\n",
+      "Candice Bergen\n",
+      "got: Candice Bergen (646.132935), 754 / 5749, 0.13.\n",
+      "Candie Kung\n",
+      "got: Candie Kung (332.740997), 755 / 5749, 0.13.\n",
+      "Carey Lowell\n",
+      "got: Carey Lowell (545.29187), 756 / 5749, 0.13.\n",
+      "Cari Davis\n",
+      "got: Cari Davis (), 757 / 5749, 0.13.\n",
+      "Carin Koch\n",
+      "got: Carin Koch (377.640045), 758 / 5749, 0.13.\n",
+      "Carina Lau Ka-ling\n",
+      "got: Carina Lau Ka-ling (907.604919), 759 / 5749, 0.13.\n",
+      "Carl Levin\n",
+      "got: Carl Levin (486.916626), 760 / 5749, 0.13.\n",
+      "Carl Pope\n",
+      "got: Carl Pope (295.393677), 761 / 5749, 0.13.\n",
+      "Carl Reiner\n",
+      "got: Carl Reiner (602.78186), 762 / 5749, 0.13.\n",
+      "Carla Del Ponte\n",
+      "got: Carla Del Ponte (586.235168), 763 / 5749, 0.13.\n",
+      "Carla Gay Balingit\n",
+      "got: Carla Gay Balingit (216.450516), 764 / 5749, 0.13.\n",
+      "Carla Gugino\n",
+      "got: Carla Gugino (621.435669), 765 / 5749, 0.13.\n",
+      "Carla Moreno\n",
+      "got: Carla Moreno (310.262177), 766 / 5749, 0.13.\n",
+      "Carla Myers\n",
+      "got: Carla Myers (130.996094), 767 / 5749, 0.13.\n",
+      "Carla Sullivan\n",
+      "got: Carla Sullivan (174.8508), 768 / 5749, 0.13.\n",
+      "Carla Tricoli\n",
+      "got: Carla Tricoli (258.131439), 769 / 5749, 0.13.\n",
+      "Carlo Ancelotti\n",
+      "got: Carlo Ancelotti (681.599548), 770 / 5749, 0.13.\n",
+      "Carlo Azeglio Ciampi\n",
+      "got: Carlo Azeglio Ciampi (663.119385), 771 / 5749, 0.13.\n",
+      "Carlos Alberto\n",
+      "got: Carlos Alberto (521.871948), 772 / 5749, 0.13.\n",
+      "Carlos Alberto Parreira\n",
+      "got: Carlos Alberto Parreira (770.257629), 773 / 5749, 0.13.\n",
+      "Carlos Arroyo\n",
+      "got: Carlos Arroyo (486.229797), 774 / 5749, 0.13.\n",
+      "Carlos Barra\n",
+      "got: Carlos Barra (327.942047), 775 / 5749, 0.13.\n",
+      "Carlos Barragan\n",
+      "got: Carlos Barragan (278.079681), 776 / 5749, 0.13.\n",
+      "Carlos Beltran\n",
+      "got: Carlos Beltran (691.691284), 777 / 5749, 0.14.\n",
+      "Carlos Bianchi\n",
+      "got: Carlos Bianchi (554.820251), 778 / 5749, 0.14.\n",
+      "Carlos De Abreu\n",
+      "got: Carlos De Abreu (315.463013), 779 / 5749, 0.14.\n",
+      "Carlos Fasciolo\n",
+      "got: Carlos Fasciolo (), 780 / 5749, 0.14.\n",
+      "Carlos Ghosn\n",
+      "got: Carlos Ghosn (530.482788), 781 / 5749, 0.14.\n",
+      "Carlos Iturgaitz\n",
+      "got: Carlos Iturgaitz (), 782 / 5749, 0.14.\n",
+      "Carlos Juarez\n",
+      "got: Carlos Juarez (218.075485), 783 / 5749, 0.14.\n",
+      "Carlos Lordkipanitse\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Carlos Lordkipanitse (), 784 / 5749, 0.14.\n",
+      "Carlos Manuel Pruneda\n",
+      "got: Carlos Manuel Pruneda (334.580963), 785 / 5749, 0.14.\n",
+      "Carlos Menem\n",
+      "got: Carlos Menem (548.075623), 786 / 5749, 0.14.\n",
+      "Carlos Mesa\n",
+      "got: Carlos Mesa (448.857941), 787 / 5749, 0.14.\n",
+      "Carlos Moya\n",
+      "got: Carlos Moya (606.223633), 788 / 5749, 0.14.\n",
+      "Carlos Ortega\n",
+      "got: Carlos Ortega (337.604706), 789 / 5749, 0.14.\n",
+      "Carlos Paternina\n",
+      "got: Carlos Paternina (27.022718), 790 / 5749, 0.14.\n",
+      "Carlos Queiroz\n",
+      "got: Carlos Queiroz (646.994568), 791 / 5749, 0.14.\n",
+      "Carlos Quintanilla Schmidt\n",
+      "got: Carlos Quintanilla Schmidt (298.389954), 792 / 5749, 0.14.\n",
+      "Carlos Ruckauf\n",
+      "got: Carlos Ruckauf (356.548676), 793 / 5749, 0.14.\n",
+      "Carlos Ruiz\n",
+      "got: Carlos Ruiz (497.925781), 794 / 5749, 0.14.\n",
+      "Carlos Salinas\n",
+      "got: Carlos Salinas (466.569672), 795 / 5749, 0.14.\n",
+      "Carlos Savedra\n",
+      "got: Carlos Savedra (), 796 / 5749, 0.14.\n",
+      "Carlos Vives\n",
+      "got: Carlos Vives (635.442749), 797 / 5749, 0.14.\n",
+      "Carlton Baugh\n",
+      "got: Carlton Baugh (308.772156), 798 / 5749, 0.14.\n",
+      "Carlton Dotson\n",
+      "got: Carlton Dotson (294.985657), 799 / 5749, 0.14.\n",
+      "Carly Fiorina\n",
+      "got: Carly Fiorina (566.659424), 800 / 5749, 0.14.\n",
+      "Carly Gullickson\n",
+      "got: Carly Gullickson (338.980652), 801 / 5749, 0.14.\n",
+      "Carmen Electra\n",
+      "got: Carmen Electra (646.413391), 802 / 5749, 0.14.\n",
+      "Carol Burnett\n",
+      "got: Carol Burnett (694.580505), 803 / 5749, 0.14.\n",
+      "Carol Carmody\n",
+      "got: Carol Carmody (), 804 / 5749, 0.14.\n",
+      "Carol Moseley Braun\n",
+      "got: Carol Moseley Braun (707.974609), 805 / 5749, 0.14.\n",
+      "Carol Niedermayer\n",
+      "got: Carol Niedermayer (145.597458), 806 / 5749, 0.14.\n",
+      "Carol Williams\n",
+      "got: Carol Williams (355.15033), 807 / 5749, 0.14.\n",
+      "Carolina Barco\n",
+      "got: Carolina Barco (336.893646), 808 / 5749, 0.14.\n",
+      "Carolina Kluft\n",
+      "got: Carolina Kluft (517.691528), 809 / 5749, 0.14.\n",
+      "Carolina Moraes\n",
+      "got: Carolina Moraes (180.498611), 810 / 5749, 0.14.\n",
+      "Caroline Dhavernas\n",
+      "got: Caroline Dhavernas (482.193817), 811 / 5749, 0.14.\n",
+      "Caroline Kennedy\n",
+      "got: Caroline Kennedy (654.452454), 812 / 5749, 0.14.\n",
+      "Caroline Link\n",
+      "got: Caroline Link (416.319946), 813 / 5749, 0.14.\n",
+      "Carolyn Dawn Johnson\n",
+      "got: Carolyn Dawn Johnson (545.819885), 814 / 5749, 0.14.\n",
+      "Carolyn Kuhl\n",
+      "got: Carolyn Kuhl (292.015686), 815 / 5749, 0.14.\n",
+      "Carrie-Anne Moss\n",
+      "got: Carrie-Anne Moss (842.346802), 816 / 5749, 0.14.\n",
+      "Carroll Weimer\n",
+      "got: Carroll Weimer (), 817 / 5749, 0.14.\n",
+      "Carson Daly\n",
+      "got: Carson Daly (568.699646), 818 / 5749, 0.14.\n",
+      "Carson Palmer\n",
+      "got: Carson Palmer (640.157166), 819 / 5749, 0.14.\n",
+      "Casey Crowder\n",
+      "got: Casey Crowder (), 820 / 5749, 0.14.\n",
+      "Casey Mears\n",
+      "got: Casey Mears (475.409668), 821 / 5749, 0.14.\n",
+      "Cass Ballenger\n",
+      "got: Cass Ballenger (285.579803), 822 / 5749, 0.14.\n",
+      "Cassandra Heise\n",
+      "got: Cassandra Heise (), 823 / 5749, 0.14.\n",
+      "Casy Preslar\n",
+      "got: Casy Preslar (), 824 / 5749, 0.14.\n",
+      "Cate Blanchett\n",
+      "got: Cate Blanchett (796.511963), 825 / 5749, 0.14.\n",
+      "Catherine Bell\n",
+      "got: Catherine Bell (586.101746), 826 / 5749, 0.14.\n",
+      "Catherine Deneuve\n",
+      "got: Catherine Deneuve (680.399353), 827 / 5749, 0.14.\n",
+      "Catherine Donkers\n",
+      "got: Catherine Donkers (), 828 / 5749, 0.14.\n",
+      "Catherine Ndereba\n",
+      "got: Catherine Ndereba (383.282043), 829 / 5749, 0.14.\n",
+      "Catherine Woodard\n",
+      "got: Catherine Woodard (149.452744), 830 / 5749, 0.14.\n",
+      "Catherine Zeta-Jones\n",
+      "got: Catherine Zeta-Jones (1001.154236), 831 / 5749, 0.14.\n",
+      "Cathryn Crawford\n",
+      "got: Cathryn Crawford (), 832 / 5749, 0.14.\n",
+      "Cathy Chisholm\n",
+      "got: Cathy Chisholm (11.704812), 833 / 5749, 0.14.\n",
+      "Cathy Cunningham\n",
+      "got: Cathy Cunningham (189.574554), 834 / 5749, 0.15.\n",
+      "Cathy Freeman\n",
+      "got: Cathy Freeman (561.383911), 835 / 5749, 0.15.\n",
+      "Catriona Le May Doan\n",
+      "got: Catriona Le May Doan (711.932556), 836 / 5749, 0.15.\n",
+      "Cecile de France\n",
+      "got: Cecile de France (799.743835), 837 / 5749, 0.15.\n",
+      "Cecilia Bolocco\n",
+      "got: Cecilia Bolocco (474.344635), 838 / 5749, 0.15.\n",
+      "Cecilia Chang\n",
+      "got: Cecilia Chang (267.684448), 839 / 5749, 0.15.\n",
+      "Cecilia Cheung\n",
+      "got: Cecilia Cheung (615.475342), 840 / 5749, 0.15.\n",
+      "Cedric Benson\n",
+      "got: Cedric Benson (454.809113), 841 / 5749, 0.15.\n",
+      "Celia Cruz\n",
+      "got: Celia Cruz (651.387817), 842 / 5749, 0.15.\n",
+      "Celine Dion\n",
+      "got: Celine Dion (889.50116), 843 / 5749, 0.15.\n",
+      "Celso Amorim\n",
+      "got: Celso Amorim (419.05368), 844 / 5749, 0.15.\n",
+      "Celso Lafer\n",
+      "got: Celso Lafer (386.552948), 845 / 5749, 0.15.\n",
+      "Cemil Cicek\n",
+      "got: Cemil Cicek (446.8508), 846 / 5749, 0.15.\n",
+      "Cesar Gaviria\n",
+      "got: Cesar Gaviria (522.16217), 847 / 5749, 0.15.\n",
+      "Cesar Maia\n",
+      "got: Cesar Maia (420.382202), 848 / 5749, 0.15.\n",
+      "Cha Yung-gu\n",
+      "got: Cha Yung-gu (), 849 / 5749, 0.15.\n",
+      "Chadha Gurinder\n",
+      "got: Chadha Gurinder (292.791534), 850 / 5749, 0.15.\n",
+      "Chakib Khelil\n",
+      "got: Chakib Khelil (377.322266), 851 / 5749, 0.15.\n",
+      "Chan Choi\n",
+      "got: Chan Choi (243.163956), 852 / 5749, 0.15.\n",
+      "Chan Gailey\n",
+      "got: Chan Gailey (408.281067), 853 / 5749, 0.15.\n",
+      "Chan Ho Park\n",
+      "got: Chan Ho Park (549.64679), 854 / 5749, 0.15.\n",
+      "Chance Mock\n",
+      "got: Chance Mock (337.113892), 855 / 5749, 0.15.\n",
+      "Chanda Rubin\n",
+      "got: Chanda Rubin (510.317413), 856 / 5749, 0.15.\n",
+      "Chandrika Kumaratunga\n",
+      "got: Chandrika Kumaratunga (496.171875), 857 / 5749, 0.15.\n",
+      "Chang Dae-whan\n",
+      "got: Chang Dae-whan (402.579102), 858 / 5749, 0.15.\n",
+      "Chang Jae On\n",
+      "got: Chang Jae On (164.406937), 859 / 5749, 0.15.\n",
+      "Chang Saio-yue\n",
+      "got: Chang Saio-yue (), 860 / 5749, 0.15.\n",
+      "Chang Sang\n",
+      "got: Chang Sang (303.467224), 861 / 5749, 0.15.\n",
+      "Chang Tso\n",
+      "got: Chang Tso (464.876129), 862 / 5749, 0.15.\n",
+      "Chante Jawan Mallard\n",
+      "got: Chante Jawan Mallard (194.255035), 863 / 5749, 0.15.\n",
+      "Charla Moye\n",
+      "got: Charla Moye (), 864 / 5749, 0.15.\n",
+      "Charlene Barshefsky\n",
+      "got: Charlene Barshefsky (355.762054), 865 / 5749, 0.15.\n",
+      "Charles Bell\n",
+      "got: Charles Bell (415.670502), 866 / 5749, 0.15.\n",
+      "Charles Bronson\n",
+      "got: Charles Bronson (656.93042), 867 / 5749, 0.15.\n",
+      "Charles Chandler IV\n",
+      "got: Charles Chandler IV (29.855219), 868 / 5749, 0.15.\n",
+      "Charles Cope\n",
+      "got: Charles Cope (195.274567), 869 / 5749, 0.15.\n",
+      "Charles Grassley\n",
+      "got: Charles Grassley (566.856323), 870 / 5749, 0.15.\n",
+      "Charles Holzner\n",
+      "got: Charles Holzner (), 871 / 5749, 0.15.\n",
+      "Charles Ingram\n",
+      "got: Charles Ingram (444.939484), 872 / 5749, 0.15.\n",
+      "Charles Kartman\n",
+      "got: Charles Kartman (), 873 / 5749, 0.15.\n",
+      "Charles Lebois\n",
+      "got: Charles Lebois (), 874 / 5749, 0.15.\n",
+      "Charles Mathews\n",
+      "got: Charles Mathews (251.357895), 875 / 5749, 0.15.\n",
+      "Charles Moose\n",
+      "got: Charles Moose (337.919159), 876 / 5749, 0.15.\n",
+      "Charles Pickering\n",
+      "got: Charles Pickering (295.675507), 877 / 5749, 0.15.\n",
+      "Charles Pouty\n",
+      "got: Charles Pouty (), 878 / 5749, 0.15.\n",
+      "Charles Richardson\n",
+      "got: Charles Richardson (186.208893), 879 / 5749, 0.15.\n",
+      "Charles Rogers\n",
+      "got: Charles Rogers (421.408936), 880 / 5749, 0.15.\n",
+      "Charles Schumer\n",
+      "got: Charles Schumer (722.308472), 881 / 5749, 0.15.\n",
+      "Charles Tannok\n",
+      "got: Charles Tannok (), 882 / 5749, 0.15.\n",
+      "Charles Taylor\n",
+      "got: Charles Taylor (530.891357), 883 / 5749, 0.15.\n",
+      "Charley Armey\n",
+      "got: Charley Armey (245.239532), 884 / 5749, 0.15.\n",
+      "Charlie Coles\n",
+      "got: Charlie Coles (305.449585), 885 / 5749, 0.15.\n",
+      "Charlie Deane\n",
+      "got: Charlie Deane (133.180206), 886 / 5749, 0.15.\n",
+      "Charlie Garner\n",
+      "got: Charlie Garner (357.389709), 887 / 5749, 0.15.\n",
+      "Charlie Hunnam\n",
+      "got: Charlie Hunnam (632.78363), 888 / 5749, 0.15.\n",
+      "Charlie Sheen\n",
+      "got: Charlie Sheen (736.431213), 889 / 5749, 0.15.\n",
+      "Charlie Williams\n",
+      "got: Charlie Williams (419.43222), 890 / 5749, 0.15.\n",
+      "Charlie Zaa\n",
+      "got: Charlie Zaa (493.289917), 891 / 5749, 0.15.\n",
+      "Charlize Theron\n",
+      "got: Charlize Theron (768.144348), 892 / 5749, 0.16.\n",
+      "Charlotte Casiraghi\n",
+      "got: Charlotte Casiraghi (608.149353), 893 / 5749, 0.16.\n",
+      "Charlotte Chambers\n",
+      "got: Charlotte Chambers (11.966475), 894 / 5749, 0.16.\n",
+      "Charlotte Church\n",
+      "got: Charlotte Church (558.188293), 895 / 5749, 0.16.\n",
+      "Charlotte Rampling\n",
+      "got: Charlotte Rampling (642.542236), 896 / 5749, 0.16.\n",
+      "Charlton Heston\n",
+      "got: Charlton Heston (670.74585), 897 / 5749, 0.16.\n",
+      "Charmaine Crooks\n",
+      "got: Charmaine Crooks (338.720123), 898 / 5749, 0.16.\n",
+      "Chawki Armali\n",
+      "got: Chawki Armali (), 899 / 5749, 0.16.\n",
+      "Chea Sophara\n",
+      "got: Chea Sophara (179.750977), 900 / 5749, 0.16.\n",
+      "Chelsea Clinton\n",
+      "got: Chelsea Clinton (597.760071), 901 / 5749, 0.16.\n",
+      "Chen Kaige\n",
+      "got: Chen Kaige (487.855103), 902 / 5749, 0.16.\n",
+      "Chen Liang Yu\n",
+      "got: Chen Liang Yu (60.924103), 903 / 5749, 0.16.\n",
+      "Chen Shui-bian\n",
+      "got: Chen Shui-bian (782.951233), 904 / 5749, 0.16.\n",
+      "Chen Tsai-chin\n",
+      "got: Chen Tsai-chin (4.963555), 905 / 5749, 0.16.\n",
+      "Cherie Blair\n",
+      "got: Cherie Blair (604.143311), 906 / 5749, 0.16.\n",
+      "Cherry Jones\n",
+      "got: Cherry Jones (557.436829), 907 / 5749, 0.16.\n",
+      "Cheryl Ford\n",
+      "got: Cheryl Ford (443.811737), 908 / 5749, 0.16.\n",
+      "Cheryl Hines\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Cheryl Hines (561.36554), 909 / 5749, 0.16.\n",
+      "Cheryl James\n",
+      "got: Cheryl James (419.402252), 910 / 5749, 0.16.\n",
+      "Cheryl Little\n",
+      "got: Cheryl Little (23.624886), 911 / 5749, 0.16.\n",
+      "Cheryl Tiegs\n",
+      "got: Cheryl Tiegs (561.270752), 912 / 5749, 0.16.\n",
+      "Chhouk Rin\n",
+      "got: Chhouk Rin (201.161774), 913 / 5749, 0.16.\n",
+      "Chick Hearn\n",
+      "got: Chick Hearn (543.446411), 914 / 5749, 0.16.\n",
+      "Chin-Feng Chen\n",
+      "got: Chin-Feng Chen (480.237579), 915 / 5749, 0.16.\n",
+      "Chin-Hui Tsao\n",
+      "got: Chin-Hui Tsao (515.274902), 916 / 5749, 0.16.\n",
+      "Chip Burrus\n",
+      "got: Chip Burrus (), 917 / 5749, 0.16.\n",
+      "Chip Ganassi\n",
+      "got: Chip Ganassi (1131.058472), 918 / 5749, 0.16.\n",
+      "Chip Knight\n",
+      "got: Chip Knight (256.185486), 919 / 5749, 0.16.\n",
+      "Chistian Stahl\n",
+      "got: Chistian Stahl (), 920 / 5749, 0.16.\n",
+      "Chita Rivera\n",
+      "got: Chita Rivera (511.601257), 921 / 5749, 0.16.\n",
+      "Chloe Sevigny\n",
+      "got: Chloe Sevigny (664.144958), 922 / 5749, 0.16.\n",
+      "Cho Myung-kyun\n",
+      "got: Cho Myung-kyun (), 923 / 5749, 0.16.\n",
+      "Choi Sung-hong\n",
+      "got: Choi Sung-hong (22.817421), 924 / 5749, 0.16.\n",
+      "Choi Yun-yong\n",
+      "got: Choi Yun-yong (), 925 / 5749, 0.16.\n",
+      "Chok Tong Goh\n",
+      "got: Chok Tong Goh (605.66217), 926 / 5749, 0.16.\n",
+      "Chris Andrews\n",
+      "got: Chris Andrews (456.190674), 927 / 5749, 0.16.\n",
+      "Chris Bell\n",
+      "got: Chris Bell (395.113831), 928 / 5749, 0.16.\n",
+      "Chris Byrd\n",
+      "got: Chris Byrd (429.123474), 929 / 5749, 0.16.\n",
+      "Chris Cirino\n",
+      "got: Chris Cirino (), 930 / 5749, 0.16.\n",
+      "Chris Claiborne\n",
+      "got: Chris Claiborne (383.763184), 931 / 5749, 0.16.\n",
+      "Chris Columbus\n",
+      "got: Chris Columbus (530.49292), 932 / 5749, 0.16.\n",
+      "Chris Cookson\n",
+      "got: Chris Cookson (303.130249), 933 / 5749, 0.16.\n",
+      "Chris Cooper\n",
+      "got: Chris Cooper (558.553772), 934 / 5749, 0.16.\n",
+      "Chris Cornell\n",
+      "got: Chris Cornell (736.460144), 935 / 5749, 0.16.\n",
+      "Chris Crocker\n",
+      "got: Chris Crocker (527.046509), 936 / 5749, 0.16.\n",
+      "Chris Dodd\n",
+      "got: Chris Dodd (753.098877), 937 / 5749, 0.16.\n",
+      "Chris Forsyth\n",
+      "got: Chris Forsyth (257.638428), 938 / 5749, 0.16.\n",
+      "Chris Gratton\n",
+      "got: Chris Gratton (347.828735), 939 / 5749, 0.16.\n",
+      "Chris Hernandez\n",
+      "got: Chris Hernandez (250.787827), 940 / 5749, 0.16.\n",
+      "Chris Klein\n",
+      "got: Chris Klein (545.427612), 941 / 5749, 0.16.\n",
+      "Chris Kolanas\n",
+      "got: Chris Kolanas (), 942 / 5749, 0.16.\n",
+      "Chris Matthews\n",
+      "got: Chris Matthews (537.281555), 943 / 5749, 0.16.\n",
+      "Chris Moore\n",
+      "got: Chris Moore (411.175964), 944 / 5749, 0.16.\n",
+      "Chris Neil\n",
+      "got: Chris Neil (385.802246), 945 / 5749, 0.16.\n",
+      "Chris Noth\n",
+      "got: Chris Noth (583.481445), 946 / 5749, 0.16.\n",
+      "Chris Penn\n",
+      "got: Chris Penn (544.338745), 947 / 5749, 0.16.\n",
+      "Chris Pronger\n",
+      "got: Chris Pronger (476.351837), 948 / 5749, 0.16.\n",
+      "Chris Reitsma\n",
+      "got: Chris Reitsma (343.398102), 949 / 5749, 0.17.\n",
+      "Chris Rock\n",
+      "got: Chris Rock (694.130188), 950 / 5749, 0.17.\n",
+      "Chris Simon\n",
+      "got: Chris Simon (378.148773), 951 / 5749, 0.17.\n",
+      "Chris Swecker\n",
+      "got: Chris Swecker (320.793152), 952 / 5749, 0.17.\n",
+      "Chris Terry\n",
+      "got: Chris Terry (388.388092), 953 / 5749, 0.17.\n",
+      "Chris Thomas\n",
+      "got: Chris Thomas (456.625031), 954 / 5749, 0.17.\n",
+      "Chris Tucker\n",
+      "got: Chris Tucker (626.307251), 955 / 5749, 0.17.\n",
+      "Chris Whitney\n",
+      "got: Chris Whitney (344.87204), 956 / 5749, 0.17.\n",
+      "Christian Bale\n",
+      "got: Christian Bale (744.631531), 957 / 5749, 0.17.\n",
+      "Christian Fittipaldi\n",
+      "got: Christian Fittipaldi (486.283966), 958 / 5749, 0.17.\n",
+      "Christian Gimenez\n",
+      "got: Christian Gimenez (506.976807), 959 / 5749, 0.17.\n",
+      "Christian Lacroix\n",
+      "got: Christian Lacroix (513.862), 960 / 5749, 0.17.\n",
+      "Christian Lirette\n",
+      "got: Christian Lirette (), 961 / 5749, 0.17.\n",
+      "Christian Longo\n",
+      "got: Christian Longo (391.621613), 962 / 5749, 0.17.\n",
+      "Christian Malcolm\n",
+      "got: Christian Malcolm (378.184143), 963 / 5749, 0.17.\n",
+      "Christian Olsson\n",
+      "got: Christian Olsson (451.980865), 964 / 5749, 0.17.\n",
+      "Christian Patino\n",
+      "got: Christian Patino (283.715088), 965 / 5749, 0.17.\n",
+      "Christian Von Wernich\n",
+      "got: Christian Von Wernich (451.230194), 966 / 5749, 0.17.\n",
+      "Christian Wulff\n",
+      "got: Christian Wulff (491.622284), 967 / 5749, 0.17.\n",
+      "Christiane Wulff\n",
+      "got: Christiane Wulff (154.995941), 968 / 5749, 0.17.\n",
+      "Christina Aguilera\n",
+      "got: Christina Aguilera (829.06073), 969 / 5749, 0.17.\n",
+      "Christina Sawaya\n",
+      "got: Christina Sawaya (397.254578), 970 / 5749, 0.17.\n",
+      "Christine Arron\n",
+      "got: Christine Arron (470.487305), 971 / 5749, 0.17.\n",
+      "Christine Baumgartner\n",
+      "got: Christine Baumgartner (390.746002), 972 / 5749, 0.17.\n",
+      "Christine Ebersole\n",
+      "got: Christine Ebersole (510.230743), 973 / 5749, 0.17.\n",
+      "Christine Gregoire\n",
+      "got: Christine Gregoire (419.607574), 974 / 5749, 0.17.\n",
+      "Christine Rau\n",
+      "got: Christine Rau (2.851111), 975 / 5749, 0.17.\n",
+      "Christine Todd Whitman\n",
+      "got: Christine Todd Whitman (675.826599), 976 / 5749, 0.17.\n",
+      "Christoph Daum\n",
+      "got: Christoph Daum (544.296204), 977 / 5749, 0.17.\n",
+      "Christopher Amolsch\n",
+      "got: Christopher Amolsch (), 978 / 5749, 0.17.\n",
+      "Christopher Conyers\n",
+      "got: Christopher Conyers (170.80365), 979 / 5749, 0.17.\n",
+      "Christopher Matero\n",
+      "got: Christopher Matero (), 980 / 5749, 0.17.\n",
+      "Christopher Patten\n",
+      "got: Christopher Patten (376.701965), 981 / 5749, 0.17.\n",
+      "Christopher Reeve\n",
+      "got: Christopher Reeve (659.828369), 982 / 5749, 0.17.\n",
+      "Christopher Russell\n",
+      "got: Christopher Russell (348.371338), 983 / 5749, 0.17.\n",
+      "Christopher Speer\n",
+      "got: Christopher Speer (328.670197), 984 / 5749, 0.17.\n",
+      "Christopher Walken\n",
+      "got: Christopher Walken (692.679626), 985 / 5749, 0.17.\n",
+      "Christopher Whittle\n",
+      "got: Christopher Whittle (162.574982), 986 / 5749, 0.17.\n",
+      "Christy Ferer\n",
+      "got: Christy Ferer (299.853668), 987 / 5749, 0.17.\n",
+      "Christy Turlington\n",
+      "got: Christy Turlington (578.093323), 988 / 5749, 0.17.\n",
+      "Chuanyun Li\n",
+      "got: Chuanyun Li (131.869659), 989 / 5749, 0.17.\n",
+      "Chuck Amato\n",
+      "got: Chuck Amato (431.092377), 990 / 5749, 0.17.\n",
+      "Chuck Bednarik\n",
+      "got: Chuck Bednarik (511.733887), 991 / 5749, 0.17.\n",
+      "Chuck Eidson\n",
+      "got: Chuck Eidson (349.384552), 992 / 5749, 0.17.\n",
+      "Chuck Finley\n",
+      "got: Chuck Finley (411.792145), 993 / 5749, 0.17.\n",
+      "Chuck Hagel\n",
+      "got: Chuck Hagel (525.753906), 994 / 5749, 0.17.\n",
+      "Chuck Woolery\n",
+      "got: Chuck Woolery (502.923309), 995 / 5749, 0.17.\n",
+      "Chuck Yeager\n",
+      "got: Chuck Yeager (963.617493), 996 / 5749, 0.17.\n",
+      "Chung Mong-hun\n",
+      "got: Chung Mong-hun (506.904816), 997 / 5749, 0.17.\n",
+      "Chung Mong-joon\n",
+      "got: Chung Mong-joon (585.097107), 998 / 5749, 0.17.\n",
+      "Chyung Dai-chul\n",
+      "got: Chyung Dai-chul (62.575493), 999 / 5749, 0.17.\n",
+      "Ciaran Hinds\n",
+      "got: Ciaran Hinds (608.696289), 1000 / 5749, 0.17.\n",
+      "Cindy Crawford\n",
+      "got: Cindy Crawford (672.343933), 1001 / 5749, 0.17.\n",
+      "Cindy Klassen\n",
+      "got: Cindy Klassen (426.839264), 1002 / 5749, 0.17.\n",
+      "Cindy Margolis\n",
+      "got: Cindy Margolis (446.878632), 1003 / 5749, 0.17.\n",
+      "Cindy Moll\n",
+      "got: Cindy Moll (), 1004 / 5749, 0.17.\n",
+      "Cindy Taylor\n",
+      "got: Cindy Taylor (378.516541), 1005 / 5749, 0.17.\n",
+      "Cindy Zagorski\n",
+      "got: Cindy Zagorski (), 1006 / 5749, 0.17.\n",
+      "Ciro Gomes\n",
+      "got: Ciro Gomes (618.820984), 1007 / 5749, 0.18.\n",
+      "Claire Danes\n",
+      "got: Claire Danes (673.192871), 1008 / 5749, 0.18.\n",
+      "Claire De Gryse\n",
+      "got: Claire De Gryse (), 1009 / 5749, 0.18.\n",
+      "Claire Hentzen\n",
+      "got: Claire Hentzen (7.281128), 1010 / 5749, 0.18.\n",
+      "Claire Leger\n",
+      "got: Claire Leger (7.258637), 1011 / 5749, 0.18.\n",
+      "Claire Tomalin\n",
+      "got: Claire Tomalin (435.48819), 1012 / 5749, 0.18.\n",
+      "Clara Harris\n",
+      "got: Clara Harris (299.459778), 1013 / 5749, 0.18.\n",
+      "Clare Latimer\n",
+      "got: Clare Latimer (4.498952), 1014 / 5749, 0.18.\n",
+      "Clare Short\n",
+      "got: Clare Short (418.30838), 1015 / 5749, 0.18.\n",
+      "Clark Randt\n",
+      "got: Clark Randt (100.488014), 1016 / 5749, 0.18.\n",
+      "Claude Jorda\n",
+      "got: Claude Jorda (264.297089), 1017 / 5749, 0.18.\n",
+      "Claudette Robinson\n",
+      "got: Claudette Robinson (226.752914), 1018 / 5749, 0.18.\n",
+      "Claudia Cardinale\n",
+      "got: Claudia Cardinale (651.610596), 1019 / 5749, 0.18.\n",
+      "Claudia Coslovich\n",
+      "got: Claudia Coslovich (287.447083), 1020 / 5749, 0.18.\n",
+      "Claudia Pechstein\n",
+      "got: Claudia Pechstein (469.303711), 1021 / 5749, 0.18.\n",
+      "Claudia Schiffer\n",
+      "got: Claudia Schiffer (618.807739), 1022 / 5749, 0.18.\n",
+      "Claudine Farrell\n",
+      "got: Claudine Farrell (295.791656), 1023 / 5749, 0.18.\n",
+      "Claudio Abbado\n",
+      "got: Claudio Abbado (610.960815), 1024 / 5749, 0.18.\n",
+      "Claudio Lopez\n",
+      "got: Claudio Lopez (494.236969), 1025 / 5749, 0.18.\n",
+      "Claudio Ranieri\n",
+      "got: Claudio Ranieri (632.788025), 1026 / 5749, 0.18.\n",
+      "Clay Aiken\n",
+      "got: Clay Aiken (591.786316), 1027 / 5749, 0.18.\n",
+      "Clay Campbell\n",
+      "got: Clay Campbell (296.900146), 1028 / 5749, 0.18.\n",
+      "Clemente de la Vega\n",
+      "got: Clemente de la Vega (), 1029 / 5749, 0.18.\n",
+      "Cliff Ellis\n",
+      "got: Cliff Ellis (373.756165), 1030 / 5749, 0.18.\n",
+      "Clifford Etienne\n",
+      "got: Clifford Etienne (375.576294), 1031 / 5749, 0.18.\n",
+      "Clifford Robinson\n",
+      "got: Clifford Robinson (323.30899), 1032 / 5749, 0.18.\n",
+      "Clint Eastwood\n",
+      "got: Clint Eastwood (951.837463), 1033 / 5749, 0.18.\n",
+      "Clint Howard\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Clint Howard (565.550049), 1034 / 5749, 0.18.\n",
+      "Clint Lamebear\n",
+      "got: Clint Lamebear (), 1035 / 5749, 0.18.\n",
+      "Clive Lloyd\n",
+      "got: Clive Lloyd (490.873627), 1036 / 5749, 0.18.\n",
+      "Clive Woodward\n",
+      "got: Clive Woodward (477.36908), 1037 / 5749, 0.18.\n",
+      "Coco dEste\n",
+      "got: Coco dEste (), 1038 / 5749, 0.18.\n",
+      "Cole Chapman\n",
+      "got: Cole Chapman (11.862033), 1039 / 5749, 0.18.\n",
+      "Coleen Rowley\n",
+      "got: Coleen Rowley (371.52417), 1040 / 5749, 0.18.\n",
+      "Colin Campbell\n",
+      "got: Colin Campbell (405.371033), 1041 / 5749, 0.18.\n",
+      "Colin Cowie\n",
+      "got: Colin Cowie (365.065674), 1042 / 5749, 0.18.\n",
+      "Colin Farrell\n",
+      "got: Colin Farrell (672.213074), 1043 / 5749, 0.18.\n",
+      "Colin Jackson\n",
+      "got: Colin Jackson (525.616455), 1044 / 5749, 0.18.\n",
+      "Colin Montgomerie\n",
+      "got: Colin Montgomerie (548.600647), 1045 / 5749, 0.18.\n",
+      "Colin Phillips\n",
+      "got: Colin Phillips (184.671204), 1046 / 5749, 0.18.\n",
+      "Colin Powell\n",
+      "got: Colin Powell (808.234253), 1047 / 5749, 0.18.\n",
+      "Colin Prescot\n",
+      "got: Colin Prescot (15.957572), 1048 / 5749, 0.18.\n",
+      "Colleen Atwood\n",
+      "got: Colleen Atwood (445.395294), 1049 / 5749, 0.18.\n",
+      "Colleen Donovan\n",
+      "got: Colleen Donovan (229.120728), 1050 / 5749, 0.18.\n",
+      "Colleen Jones\n",
+      "got: Colleen Jones (387.138641), 1051 / 5749, 0.18.\n",
+      "Colleen OClair\n",
+      "got: Colleen OClair (), 1052 / 5749, 0.18.\n",
+      "Colleen Ryan\n",
+      "got: Colleen Ryan (153.96376), 1053 / 5749, 0.18.\n",
+      "Collis Temple III\n",
+      "got: Collis Temple III (), 1054 / 5749, 0.18.\n",
+      "Columba Bush\n",
+      "got: Columba Bush (431.930786), 1055 / 5749, 0.18.\n",
+      "Compay Segundo\n",
+      "got: Compay Segundo (540.874207), 1056 / 5749, 0.18.\n",
+      "Conan OBrien\n",
+      "got: Conan OBrien (96.161697), 1057 / 5749, 0.18.\n",
+      "Conchita Martinez\n",
+      "got: Conchita Martinez (566.999146), 1058 / 5749, 0.18.\n",
+      "Condoleezza Rice\n",
+      "got: Condoleezza Rice (715.254822), 1059 / 5749, 0.18.\n",
+      "Connie Chung\n",
+      "got: Connie Chung (535.260681), 1060 / 5749, 0.18.\n",
+      "Connie Freydell\n",
+      "got: Connie Freydell (158.384384), 1061 / 5749, 0.18.\n",
+      "Conrad Black\n",
+      "got: Conrad Black (507.626465), 1062 / 5749, 0.18.\n",
+      "Constance Marie\n",
+      "got: Constance Marie (510.409302), 1063 / 5749, 0.18.\n",
+      "Cora Cambell\n",
+      "got: Cora Cambell (), 1064 / 5749, 0.19.\n",
+      "Coretta Scott King\n",
+      "got: Coretta Scott King (831.803833), 1065 / 5749, 0.19.\n",
+      "Corey Maggette\n",
+      "got: Corey Maggette (495.945221), 1066 / 5749, 0.19.\n",
+      "Cori Enghusen\n",
+      "got: Cori Enghusen (128.679626), 1067 / 5749, 0.19.\n",
+      "Corinna Harfouch\n",
+      "got: Corinna Harfouch (463.074646), 1068 / 5749, 0.19.\n",
+      "Corinne Coman\n",
+      "got: Corinne Coman (285.62561), 1069 / 5749, 0.19.\n",
+      "Corliss Williamson\n",
+      "got: Corliss Williamson (462.536804), 1070 / 5749, 0.19.\n",
+      "Cosmo Iacavazzi\n",
+      "got: Cosmo Iacavazzi (299.915466), 1071 / 5749, 0.19.\n",
+      "Costas Simitis\n",
+      "got: Costas Simitis (453.608521), 1072 / 5749, 0.19.\n",
+      "Courtney Cox\n",
+      "got: Courtney Cox (346.432465), 1073 / 5749, 0.19.\n",
+      "Courtney Love\n",
+      "got: Courtney Love (714.390991), 1074 / 5749, 0.19.\n",
+      "Craig Burley\n",
+      "got: Craig Burley (448.731354), 1075 / 5749, 0.19.\n",
+      "Craig David\n",
+      "got: Craig David (651.811584), 1076 / 5749, 0.19.\n",
+      "Craig Doblin\n",
+      "got: Craig Doblin (), 1077 / 5749, 0.19.\n",
+      "Craig Fitzgibbon\n",
+      "got: Craig Fitzgibbon (389.771912), 1078 / 5749, 0.19.\n",
+      "Craig MacTavish\n",
+      "got: Craig MacTavish (400.592804), 1079 / 5749, 0.19.\n",
+      "Craig Morgan\n",
+      "got: Craig Morgan (523.537781), 1080 / 5749, 0.19.\n",
+      "Craig OClair\n",
+      "got: Craig OClair (), 1081 / 5749, 0.19.\n",
+      "Craig Wilson\n",
+      "got: Craig Wilson (335.82666), 1082 / 5749, 0.19.\n",
+      "Crandall Bowles\n",
+      "got: Crandall Bowles (107.70018), 1083 / 5749, 0.19.\n",
+      "Crispin Glover\n",
+      "got: Crispin Glover (596.060608), 1084 / 5749, 0.19.\n",
+      "Cristian Barros\n",
+      "got: Cristian Barros (284.521942), 1085 / 5749, 0.19.\n",
+      "Cristiano da Matta\n",
+      "got: Cristiano da Matta (570.245667), 1086 / 5749, 0.19.\n",
+      "Cristina Fernandez\n",
+      "got: Cristina Fernandez (666.337158), 1087 / 5749, 0.19.\n",
+      "Cristina Kirchner\n",
+      "got: Cristina Kirchner (306.193512), 1088 / 5749, 0.19.\n",
+      "Cristina Saralegui\n",
+      "got: Cristina Saralegui (434.924103), 1089 / 5749, 0.19.\n",
+      "Cristina Torrens Valero\n",
+      "got: Cristina Torrens Valero (430.065216), 1090 / 5749, 0.19.\n",
+      "Cruz Bustamante\n",
+      "got: Cruz Bustamante (371.882477), 1091 / 5749, 0.19.\n",
+      "Cuba Gooding Jr\n",
+      "got: Cuba Gooding Jr (879.015625), 1092 / 5749, 0.19.\n",
+      "Curt Weldon\n",
+      "got: Curt Weldon (416.624878), 1093 / 5749, 0.19.\n",
+      "Curtis Joseph\n",
+      "got: Curtis Joseph (427.218262), 1094 / 5749, 0.19.\n",
+      "Curtis Rodriguez\n",
+      "got: Curtis Rodriguez (6.759439), 1095 / 5749, 0.19.\n",
+      "Curtis Strange\n",
+      "got: Curtis Strange (471.433258), 1096 / 5749, 0.19.\n",
+      "Cyndi Thompson\n",
+      "got: Cyndi Thompson (165.123276), 1097 / 5749, 0.19.\n",
+      "Cynthia Nixon\n",
+      "got: Cynthia Nixon (700.307495), 1098 / 5749, 0.19.\n",
+      "Cynthia Rowley\n",
+      "got: Cynthia Rowley (351.131317), 1099 / 5749, 0.19.\n",
+      "DAngelo Jimenez\n",
+      "got: DAngelo Jimenez (83.866867), 1100 / 5749, 0.19.\n",
+      "Dagmar Dunlevy\n",
+      "got: Dagmar Dunlevy (), 1101 / 5749, 0.19.\n",
+      "Dai Bachtiar\n",
+      "got: Dai Bachtiar (87.043312), 1102 / 5749, 0.19.\n",
+      "Dai Chul Chyung\n",
+      "got: Dai Chul Chyung (344.007202), 1103 / 5749, 0.19.\n",
+      "Daisy Fuentes\n",
+      "got: Daisy Fuentes (543.867859), 1104 / 5749, 0.19.\n",
+      "Daja Bedanova\n",
+      "got: Daja Bedanova (339.292938), 1105 / 5749, 0.19.\n",
+      "Dalai Lama\n",
+      "got: Dalai Lama (1618.634399), 1106 / 5749, 0.19.\n",
+      "Dale Bosworth\n",
+      "got: Dale Bosworth (1.343834), 1107 / 5749, 0.19.\n",
+      "Dale Earnhardt\n",
+      "got: Dale Earnhardt (970.108887), 1108 / 5749, 0.19.\n",
+      "Dale Earnhardt Jr\n",
+      "got: Dale Earnhardt Jr (1151.503174), 1109 / 5749, 0.19.\n",
+      "Dalia Rabin-Pelosoff\n",
+      "got: Dalia Rabin-Pelosoff (), 1110 / 5749, 0.19.\n",
+      "Damarius Bilbo\n",
+      "got: Damarius Bilbo (307.019592), 1111 / 5749, 0.19.\n",
+      "Damon Dash\n",
+      "got: Damon Dash (558.860962), 1112 / 5749, 0.19.\n",
+      "Damon Stoudamire\n",
+      "got: Damon Stoudamire (476.830109), 1113 / 5749, 0.19.\n",
+      "Damon van Dam\n",
+      "got: Damon van Dam (), 1114 / 5749, 0.19.\n",
+      "Dan Ackroyd\n",
+      "got: Dan Ackroyd (3.430371), 1115 / 5749, 0.19.\n",
+      "Dan Bartlett\n",
+      "got: Dan Bartlett (337.9375), 1116 / 5749, 0.19.\n",
+      "Dan Boyle\n",
+      "got: Dan Boyle (396.562012), 1117 / 5749, 0.19.\n",
+      "Dan Bylsma\n",
+      "got: Dan Bylsma (425.027405), 1118 / 5749, 0.19.\n",
+      "Dan Dickau\n",
+      "got: Dan Dickau (390.076965), 1119 / 5749, 0.19.\n",
+      "Dan Duquette\n",
+      "got: Dan Duquette (428.223145), 1120 / 5749, 0.19.\n",
+      "Dan Guerrero\n",
+      "got: Dan Guerrero (298.996033), 1121 / 5749, 0.19.\n",
+      "Dan Kellner\n",
+      "got: Dan Kellner (258.162903), 1122 / 5749, 0.20.\n",
+      "Dan LaCoutre\n",
+      "got: Dan LaCoutre (), 1123 / 5749, 0.20.\n",
+      "Dan Monson\n",
+      "got: Dan Monson (339.297974), 1124 / 5749, 0.20.\n",
+      "Dan Morales\n",
+      "got: Dan Morales (330.611328), 1125 / 5749, 0.20.\n",
+      "Dan Prinster\n",
+      "got: Dan Prinster (), 1126 / 5749, 0.20.\n",
+      "Dan Quayle\n",
+      "got: Dan Quayle (648.294922), 1127 / 5749, 0.20.\n",
+      "Dan Reeves\n",
+      "got: Dan Reeves (461.25708), 1128 / 5749, 0.20.\n",
+      "Dan Snyder\n",
+      "got: Dan Snyder (305.04071), 1129 / 5749, 0.20.\n",
+      "Dan Wheldon\n",
+      "got: Dan Wheldon (548.351501), 1130 / 5749, 0.20.\n",
+      "Dana Vollmer\n",
+      "got: Dana Vollmer (486.030914), 1131 / 5749, 0.20.\n",
+      "Daniel Barenboim\n",
+      "got: Daniel Barenboim (678.03125), 1132 / 5749, 0.20.\n",
+      "Daniel Bruehl\n",
+      "got: Daniel Bruehl (266.569275), 1133 / 5749, 0.20.\n",
+      "Daniel Chin\n",
+      "got: Daniel Chin (155.748062), 1134 / 5749, 0.20.\n",
+      "Daniel Coats\n",
+      "got: Daniel Coats (382.919006), 1135 / 5749, 0.20.\n",
+      "Daniel Comisso Urdaneta\n",
+      "got: Daniel Comisso Urdaneta (), 1136 / 5749, 0.20.\n",
+      "Daniel Darnell\n",
+      "got: Daniel Darnell (138.124756), 1137 / 5749, 0.20.\n",
+      "Daniel Day-Lewis\n",
+      "got: Daniel Day-Lewis (991.888977), 1138 / 5749, 0.20.\n",
+      "Daniel Kurtzer\n",
+      "got: Daniel Kurtzer (192.856155), 1139 / 5749, 0.20.\n",
+      "Daniel Montenegro\n",
+      "got: Daniel Montenegro (423.434692), 1140 / 5749, 0.20.\n",
+      "Daniel Montgomery\n",
+      "got: Daniel Montgomery (319.182892), 1141 / 5749, 0.20.\n",
+      "Daniel Ortega\n",
+      "got: Daniel Ortega (697.56073), 1142 / 5749, 0.20.\n",
+      "Daniel Osorno\n",
+      "got: Daniel Osorno (394.977875), 1143 / 5749, 0.20.\n",
+      "Daniel Patrick Moynihan\n",
+      "got: Daniel Patrick Moynihan (694.730286), 1144 / 5749, 0.20.\n",
+      "Daniel Pearl\n",
+      "got: Daniel Pearl (551.089111), 1145 / 5749, 0.20.\n",
+      "Daniel Radcliffe\n",
+      "got: Daniel Radcliffe (703.557312), 1146 / 5749, 0.20.\n",
+      "Daniel Rouse\n",
+      "got: Daniel Rouse (150.762711), 1147 / 5749, 0.20.\n",
+      "Daniel Scioli\n",
+      "got: Daniel Scioli (465.791229), 1148 / 5749, 0.20.\n",
+      "Daniel Zelman\n",
+      "got: Daniel Zelman (427.624603), 1149 / 5749, 0.20.\n",
+      "Daniela Cicarelli\n",
+      "got: Daniela Cicarelli (238.729004), 1150 / 5749, 0.20.\n",
+      "Daniela Hantuchova\n",
+      "got: Daniela Hantuchova (625.021179), 1151 / 5749, 0.20.\n",
+      "Daniele Bergamin\n",
+      "got: Daniele Bergamin (), 1152 / 5749, 0.20.\n",
+      "Daniele Hypolito\n",
+      "got: Daniele Hypolito (445.795135), 1153 / 5749, 0.20.\n",
+      "Daniele Nardello\n",
+      "got: Daniele Nardello (349.316742), 1154 / 5749, 0.20.\n",
+      "Daniell Sunjata\n",
+      "got: Daniell Sunjata (), 1155 / 5749, 0.20.\n",
+      "Danielle Spencer\n",
+      "got: Danielle Spencer (461.698792), 1156 / 5749, 0.20.\n",
+      "Danis Tanovic\n",
+      "got: Danis Tanovic (443.745331), 1157 / 5749, 0.20.\n",
+      "Danny Ainge\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Danny Ainge (561.177307), 1158 / 5749, 0.20.\n",
+      "Danny Avalon\n",
+      "got: Danny Avalon (3.22592), 1159 / 5749, 0.20.\n",
+      "Danny Elfman\n",
+      "got: Danny Elfman (657.511597), 1160 / 5749, 0.20.\n",
+      "Danny Glover\n",
+      "got: Danny Glover (666.268066), 1161 / 5749, 0.20.\n",
+      "Danny Green\n",
+      "got: Danny Green (554.236572), 1162 / 5749, 0.20.\n",
+      "Danny Morgan\n",
+      "got: Danny Morgan (280.793549), 1163 / 5749, 0.20.\n",
+      "Dany Heatley\n",
+      "got: Dany Heatley (476.372803), 1164 / 5749, 0.20.\n",
+      "Darcy Regier\n",
+      "got: Darcy Regier (312.332428), 1165 / 5749, 0.20.\n",
+      "Darin Erstad\n",
+      "got: Darin Erstad (461.770386), 1166 / 5749, 0.20.\n",
+      "Dario Camuffo\n",
+      "got: Dario Camuffo (196.898163), 1167 / 5749, 0.20.\n",
+      "Dario Franchitti\n",
+      "got: Dario Franchitti (584.627563), 1168 / 5749, 0.20.\n",
+      "Dariusz Michalczewski\n",
+      "got: Dariusz Michalczewski (446.036469), 1169 / 5749, 0.20.\n",
+      "Darko Milicic\n",
+      "got: Darko Milicic (508.03537), 1170 / 5749, 0.20.\n",
+      "Darla Moore\n",
+      "got: Darla Moore (356.984955), 1171 / 5749, 0.20.\n",
+      "Darlene Garrettson\n",
+      "got: Darlene Garrettson (), 1172 / 5749, 0.20.\n",
+      "Darrell Dickey\n",
+      "got: Darrell Dickey (374.429321), 1173 / 5749, 0.20.\n",
+      "Darrell Issa\n",
+      "got: Darrell Issa (617.57373), 1174 / 5749, 0.20.\n",
+      "Darrell Porter\n",
+      "got: Darrell Porter (408.951202), 1175 / 5749, 0.20.\n",
+      "Darrell Royal\n",
+      "got: Darrell Royal (470.872375), 1176 / 5749, 0.20.\n",
+      "Darren Campel\n",
+      "got: Darren Campel (), 1177 / 5749, 0.20.\n",
+      "Darren Clarke\n",
+      "got: Darren Clarke (527.719971), 1178 / 5749, 0.20.\n",
+      "Darryl McDaniels\n",
+      "got: Darryl McDaniels (455.799286), 1179 / 5749, 0.21.\n",
+      "Darryl Stingley\n",
+      "got: Darryl Stingley (418.923492), 1180 / 5749, 0.21.\n",
+      "Darvis Patton\n",
+      "got: Darvis Patton (373.086609), 1181 / 5749, 0.21.\n",
+      "Daryl Hannah\n",
+      "got: Daryl Hannah (672.236877), 1182 / 5749, 0.21.\n",
+      "Daryl Jones\n",
+      "got: Daryl Jones (205.574951), 1183 / 5749, 0.21.\n",
+      "Daryl Parks\n",
+      "got: Daryl Parks (231.243912), 1184 / 5749, 0.21.\n",
+      "Daryl Sabara\n",
+      "got: Daryl Sabara (556.910461), 1185 / 5749, 0.21.\n",
+      "Daryl Smith\n",
+      "got: Daryl Smith (366.182831), 1186 / 5749, 0.21.\n",
+      "Dave Barr\n",
+      "got: Dave Barr (309.364441), 1187 / 5749, 0.21.\n",
+      "Dave Campo\n",
+      "got: Dave Campo (423.444), 1188 / 5749, 0.21.\n",
+      "Dave Johnson\n",
+      "got: Dave Johnson (437.104675), 1189 / 5749, 0.21.\n",
+      "Dave Lewis\n",
+      "got: Dave Lewis (366.298096), 1190 / 5749, 0.21.\n",
+      "Dave Matthews\n",
+      "got: Dave Matthews (683.868896), 1191 / 5749, 0.21.\n",
+      "Dave McGinnis\n",
+      "got: Dave McGinnis (361.798584), 1192 / 5749, 0.21.\n",
+      "Dave McNally\n",
+      "got: Dave McNally (409.075104), 1193 / 5749, 0.21.\n",
+      "Dave McNealey\n",
+      "got: Dave McNealey (), 1194 / 5749, 0.21.\n",
+      "Dave Odom\n",
+      "got: Dave Odom (379.675354), 1195 / 5749, 0.21.\n",
+      "Dave Potter\n",
+      "got: Dave Potter (185.299942), 1196 / 5749, 0.21.\n",
+      "Dave Ragone\n",
+      "got: Dave Ragone (352.619965), 1197 / 5749, 0.21.\n",
+      "Dave Robertson\n",
+      "got: Dave Robertson (311.316284), 1198 / 5749, 0.21.\n",
+      "Dave Tucker\n",
+      "got: Dave Tucker (202.578781), 1199 / 5749, 0.21.\n",
+      "Dave Wannstedt\n",
+      "got: Dave Wannstedt (456.493225), 1200 / 5749, 0.21.\n",
+      "Dave Williams\n",
+      "got: Dave Williams (408.193481), 1201 / 5749, 0.21.\n",
+      "Davey Johnson\n",
+      "got: Davey Johnson (489.376465), 1202 / 5749, 0.21.\n",
+      "David Alpay\n",
+      "got: David Alpay (416.237152), 1203 / 5749, 0.21.\n",
+      "David Anderson\n",
+      "got: David Anderson (376.712341), 1204 / 5749, 0.21.\n",
+      "David Arquette\n",
+      "got: David Arquette (620.089966), 1205 / 5749, 0.21.\n",
+      "David Ballantyne\n",
+      "got: David Ballantyne (223.009018), 1206 / 5749, 0.21.\n",
+      "David Beckham\n",
+      "got: David Beckham (837.788879), 1207 / 5749, 0.21.\n",
+      "David Bell\n",
+      "got: David Bell (367.277039), 1208 / 5749, 0.21.\n",
+      "David Bisbal\n",
+      "got: David Bisbal (655.918213), 1209 / 5749, 0.21.\n",
+      "David Blaine\n",
+      "got: David Blaine (819.877686), 1210 / 5749, 0.21.\n",
+      "David Bowie\n",
+      "got: David Bowie (1159.624146), 1211 / 5749, 0.21.\n",
+      "David Braley\n",
+      "got: David Braley (382.912872), 1212 / 5749, 0.21.\n",
+      "David Brent\n",
+      "got: David Brent (416.131592), 1213 / 5749, 0.21.\n",
+      "David Brinkley\n",
+      "got: David Brinkley (453.793091), 1214 / 5749, 0.21.\n",
+      "David Brown\n",
+      "got: David Brown (767.974609), 1215 / 5749, 0.21.\n",
+      "David Canary\n",
+      "got: David Canary (480.172821), 1216 / 5749, 0.21.\n",
+      "David Caraway\n",
+      "got: David Caraway (4.42273), 1217 / 5749, 0.21.\n",
+      "David Carradine\n",
+      "got: David Carradine (609.11554), 1218 / 5749, 0.21.\n",
+      "David Caruso\n",
+      "got: David Caruso (565.563232), 1219 / 5749, 0.21.\n",
+      "David Chase\n",
+      "got: David Chase (501.38327), 1220 / 5749, 0.21.\n",
+      "David Collenette\n",
+      "got: David Collenette (350.231476), 1221 / 5749, 0.21.\n",
+      "David Coulthard\n",
+      "got: David Coulthard (613.803345), 1222 / 5749, 0.21.\n",
+      "David Dewayne Williams\n",
+      "got: David Dewayne Williams (2.581314), 1223 / 5749, 0.21.\n",
+      "David Dewhurst\n",
+      "got: David Dewhurst (380.331543), 1224 / 5749, 0.21.\n",
+      "David Dodge\n",
+      "got: David Dodge (276.675232), 1225 / 5749, 0.21.\n",
+      "David Donohue\n",
+      "got: David Donohue (353.339569), 1226 / 5749, 0.21.\n",
+      "David Dorfman\n",
+      "got: David Dorfman (423.984619), 1227 / 5749, 0.21.\n",
+      "David Duke\n",
+      "got: David Duke (662.557983), 1228 / 5749, 0.21.\n",
+      "David Duval\n",
+      "got: David Duval (521.900818), 1229 / 5749, 0.21.\n",
+      "David Eldon\n",
+      "got: David Eldon (301.018555), 1230 / 5749, 0.21.\n",
+      "David Gest\n",
+      "got: David Gest (482.695801), 1231 / 5749, 0.21.\n",
+      "David Glenn\n",
+      "got: David Glenn (232.157028), 1232 / 5749, 0.21.\n",
+      "David Hannay\n",
+      "got: David Hannay (291.280396), 1233 / 5749, 0.21.\n",
+      "David Hanson\n",
+      "got: David Hanson (381.669037), 1234 / 5749, 0.21.\n",
+      "David Hasselhoff\n",
+      "got: David Hasselhoff (694.249023), 1235 / 5749, 0.21.\n",
+      "David Heyman\n",
+      "got: David Heyman (448.769135), 1236 / 5749, 0.21.\n",
+      "David Heymann\n",
+      "got: David Heymann (234.226135), 1237 / 5749, 0.22.\n",
+      "David Hilt\n",
+      "got: David Hilt (118.733528), 1238 / 5749, 0.22.\n",
+      "David Ho\n",
+      "got: David Ho (420.475861), 1239 / 5749, 0.22.\n",
+      "David Howard\n",
+      "got: David Howard (328.947723), 1240 / 5749, 0.22.\n",
+      "David Hyde Pierce\n",
+      "got: David Hyde Pierce (810.709412), 1241 / 5749, 0.22.\n",
+      "David Kelley\n",
+      "got: David Kelley (397.832428), 1242 / 5749, 0.22.\n",
+      "David Kelly\n",
+      "got: David Kelly (604.486389), 1243 / 5749, 0.22.\n",
+      "David Leahy\n",
+      "got: David Leahy (183.922058), 1244 / 5749, 0.22.\n",
+      "David McCallum\n",
+      "got: David McCallum (581.071533), 1245 / 5749, 0.22.\n",
+      "David McCullough\n",
+      "got: David McCullough (512.337646), 1246 / 5749, 0.22.\n",
+      "David McKiernan\n",
+      "got: David McKiernan (143.640411), 1247 / 5749, 0.22.\n",
+      "David Millar\n",
+      "got: David Millar (521.119629), 1248 / 5749, 0.22.\n",
+      "David Modell\n",
+      "got: David Modell (332.946533), 1249 / 5749, 0.22.\n",
+      "David Montoya\n",
+      "got: David Montoya (306.76767), 1250 / 5749, 0.22.\n",
+      "David Myers\n",
+      "got: David Myers (385.204712), 1251 / 5749, 0.22.\n",
+      "David Nalbandian\n",
+      "got: David Nalbandian (558.993835), 1252 / 5749, 0.22.\n",
+      "David Obey\n",
+      "got: David Obey (196.037064), 1253 / 5749, 0.22.\n",
+      "David Oh\n",
+      "got: David Oh (354.299835), 1254 / 5749, 0.22.\n",
+      "David Provost\n",
+      "got: David Provost (223.276276), 1255 / 5749, 0.22.\n",
+      "David Przybyszewski\n",
+      "got: David Przybyszewski (1.407988), 1256 / 5749, 0.22.\n",
+      "David Rivkin Jr\n",
+      "got: David Rivkin Jr (66.851433), 1257 / 5749, 0.22.\n",
+      "David Scott Morris\n",
+      "got: David Scott Morris (1.722106), 1258 / 5749, 0.22.\n",
+      "David Shayler\n",
+      "got: David Shayler (375.672821), 1259 / 5749, 0.22.\n",
+      "David Sibleyk\n",
+      "got: David Sibleyk (), 1260 / 5749, 0.22.\n",
+      "David Siegel\n",
+      "got: David Siegel (300.433075), 1261 / 5749, 0.22.\n",
+      "David Sousa\n",
+      "got: David Sousa (246.940247), 1262 / 5749, 0.22.\n",
+      "David Spade\n",
+      "got: David Spade (641.44696), 1263 / 5749, 0.22.\n",
+      "David Stern\n",
+      "got: David Stern (520.502075), 1264 / 5749, 0.22.\n",
+      "David Suazo\n",
+      "got: David Suazo (489.332581), 1265 / 5749, 0.22.\n",
+      "David Surrett\n",
+      "got: David Surrett (), 1266 / 5749, 0.22.\n",
+      "David Tornberg\n",
+      "got: David Tornberg (1.821605), 1267 / 5749, 0.22.\n",
+      "David Trimble\n",
+      "got: David Trimble (476.772797), 1268 / 5749, 0.22.\n",
+      "David Welch\n",
+      "got: David Welch (323.916138), 1269 / 5749, 0.22.\n",
+      "David Wells\n",
+      "got: David Wells (513.114868), 1270 / 5749, 0.22.\n",
+      "David Westerfield\n",
+      "got: David Westerfield (148.977524), 1271 / 5749, 0.22.\n",
+      "David Wolf\n",
+      "got: David Wolf (408.484802), 1272 / 5749, 0.22.\n",
+      "David Zeplowitz\n",
+      "got: David Zeplowitz (), 1273 / 5749, 0.22.\n",
+      "Davis Love III\n",
+      "got: Davis Love III (678.72168), 1274 / 5749, 0.22.\n",
+      "Dawn Staley\n",
+      "got: Dawn Staley (516.850891), 1275 / 5749, 0.22.\n",
+      "Dawna LoPiccolo\n",
+      "got: Dawna LoPiccolo (), 1276 / 5749, 0.22.\n",
+      "Dean Barker\n",
+      "got: Dean Barker (377.7966), 1277 / 5749, 0.22.\n",
+      "Dean Barkley\n",
+      "got: Dean Barkley (328.092072), 1278 / 5749, 0.22.\n",
+      "Dean Jacek\n",
+      "got: Dean Jacek (3.539328), 1279 / 5749, 0.22.\n",
+      "Dean Sheremet\n",
+      "got: Dean Sheremet (362.669159), 1280 / 5749, 0.22.\n",
+      "Deb Santos\n",
+      "got: Deb Santos (11.568913), 1281 / 5749, 0.22.\n",
+      "Debbie Allen\n",
+      "got: Debbie Allen (558.169739), 1282 / 5749, 0.22.\n",
+      "Debbie Reynolds\n",
+      "got: Debbie Reynolds (663.551697), 1283 / 5749, 0.22.\n",
+      "Debra Brown\n",
+      "got: Debra Brown (203.241577), 1284 / 5749, 0.22.\n",
+      "Debra Messing\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Debra Messing (637.261353), 1285 / 5749, 0.22.\n",
+      "Debra Rose\n",
+      "got: Debra Rose (19.358603), 1286 / 5749, 0.22.\n",
+      "Debra Shank\n",
+      "got: Debra Shank (), 1287 / 5749, 0.22.\n",
+      "Debra Yang\n",
+      "got: Debra Yang (127.024757), 1288 / 5749, 0.22.\n",
+      "Deece Eckstein\n",
+      "got: Deece Eckstein (), 1289 / 5749, 0.22.\n",
+      "Deena Burnett\n",
+      "got: Deena Burnett (317.221558), 1290 / 5749, 0.22.\n",
+      "Deepa Mehta\n",
+      "got: Deepa Mehta (466.67157), 1291 / 5749, 0.22.\n",
+      "Della Clara\n",
+      "got: Della Clara (26.032795), 1292 / 5749, 0.22.\n",
+      "Delphine Chuillot\n",
+      "got: Delphine Chuillot (317.369812), 1293 / 5749, 0.22.\n",
+      "Demetrin Veal\n",
+      "got: Demetrin Veal (284.416351), 1294 / 5749, 0.23.\n",
+      "Demetrius Ferraciu\n",
+      "got: Demetrius Ferraciu (226.190369), 1295 / 5749, 0.23.\n",
+      "Demi Moore\n",
+      "got: Demi Moore (723.404541), 1296 / 5749, 0.23.\n",
+      "Denis Coderre\n",
+      "got: Denis Coderre (430.75177), 1297 / 5749, 0.23.\n",
+      "Denis Fassou-Nguesso\n",
+      "got: Denis Fassou-Nguesso (), 1298 / 5749, 0.23.\n",
+      "Denise Johnson\n",
+      "got: Denise Johnson (300.900238), 1299 / 5749, 0.23.\n",
+      "Denise Locke\n",
+      "got: Denise Locke (), 1300 / 5749, 0.23.\n",
+      "Denise van Outen\n",
+      "got: Denise van Outen (708.239197), 1301 / 5749, 0.23.\n",
+      "Deniz Baykal\n",
+      "got: Deniz Baykal (536.235962), 1302 / 5749, 0.23.\n",
+      "Dennis Archer\n",
+      "got: Dennis Archer (366.615967), 1303 / 5749, 0.23.\n",
+      "Dennis Erickson\n",
+      "got: Dennis Erickson (460.365387), 1304 / 5749, 0.23.\n",
+      "Dennis Franchione\n",
+      "got: Dennis Franchione (421.219666), 1305 / 5749, 0.23.\n",
+      "Dennis Hastert\n",
+      "got: Dennis Hastert (528.314331), 1306 / 5749, 0.23.\n",
+      "Dennis Johnson\n",
+      "got: Dennis Johnson (512.436218), 1307 / 5749, 0.23.\n",
+      "Dennis Kozlowski\n",
+      "got: Dennis Kozlowski (378.822937), 1308 / 5749, 0.23.\n",
+      "Dennis Kucinich\n",
+      "got: Dennis Kucinich (714.472839), 1309 / 5749, 0.23.\n",
+      "Dennis Miller\n",
+      "got: Dennis Miller (561.222046), 1310 / 5749, 0.23.\n",
+      "Dennis Oswald\n",
+      "got: Dennis Oswald (1.559232), 1311 / 5749, 0.23.\n",
+      "Dennis Powell\n",
+      "got: Dennis Powell (321.931458), 1312 / 5749, 0.23.\n",
+      "Denys Arcand\n",
+      "got: Denys Arcand (508.768707), 1313 / 5749, 0.23.\n",
+      "Denzel Washington\n",
+      "got: Denzel Washington (809.605408), 1314 / 5749, 0.23.\n",
+      "Dereck Whittenburg\n",
+      "got: Dereck Whittenburg (350.596588), 1315 / 5749, 0.23.\n",
+      "Derek Abney\n",
+      "got: Derek Abney (317.312775), 1316 / 5749, 0.23.\n",
+      "Derek Bond\n",
+      "got: Derek Bond (344.386536), 1317 / 5749, 0.23.\n",
+      "Derek Jeter\n",
+      "got: Derek Jeter (724.893921), 1318 / 5749, 0.23.\n",
+      "Derek King\n",
+      "got: Derek King (319.843018), 1319 / 5749, 0.23.\n",
+      "Derek Lowe\n",
+      "got: Derek Lowe (465.558594), 1320 / 5749, 0.23.\n",
+      "Derek Parra\n",
+      "got: Derek Parra (333.772736), 1321 / 5749, 0.23.\n",
+      "Derian Hatcher\n",
+      "got: Derian Hatcher (390.156891), 1322 / 5749, 0.23.\n",
+      "Derrick Battie\n",
+      "got: Derrick Battie (207.25592), 1323 / 5749, 0.23.\n",
+      "Derrick Rodgers\n",
+      "got: Derrick Rodgers (321.584778), 1324 / 5749, 0.23.\n",
+      "Derrick Taylor\n",
+      "got: Derrick Taylor (248.783661), 1325 / 5749, 0.23.\n",
+      "Des Brown\n",
+      "got: Des Brown (61.763271), 1326 / 5749, 0.23.\n",
+      "Desiree Lemosi\n",
+      "got: Desiree Lemosi (), 1327 / 5749, 0.23.\n",
+      "Desiree McKenzie\n",
+      "got: Desiree McKenzie (), 1328 / 5749, 0.23.\n",
+      "Desmon Farmer\n",
+      "got: Desmon Farmer (308.603577), 1329 / 5749, 0.23.\n",
+      "Devin Harris\n",
+      "got: Devin Harris (490.610931), 1330 / 5749, 0.23.\n",
+      "Dewayne White\n",
+      "got: Dewayne White (321.727417), 1331 / 5749, 0.23.\n",
+      "Dexter Jackson\n",
+      "got: Dexter Jackson (473.673309), 1332 / 5749, 0.23.\n",
+      "Diana Krall\n",
+      "got: Diana Krall (626.685303), 1333 / 5749, 0.23.\n",
+      "Diana Munz\n",
+      "HTTP Error 503: Service Unavailable Diana Munz\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Diana Munz (336.306946), 1334 / 5749, 0.23.\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "got: Diana Renee Valdivieso Dubon (), 1335 / 5749, 0.23.\n",
+      "Diana Ross\n",
+      "got: Diana Ross (1017.079346), 1336 / 5749, 0.23.\n",
+      "Diana Silvius\n",
+      "got: Diana Silvius (), 1337 / 5749, 0.23.\n",
+      "Diana Taurasi\n",
+      "got: Diana Taurasi (635.112), 1338 / 5749, 0.23.\n",
+      "Diana Taylor\n",
+      "got: Diana Taylor (371.238342), 1339 / 5749, 0.23.\n",
+      "Diane Green\n",
+      "got: Diane Green (135.194824), 1340 / 5749, 0.23.\n",
+      "Diane Ladd\n",
+      "got: Diane Ladd (539.487488), 1341 / 5749, 0.23.\n",
+      "Diane Lane\n",
+      "got: Diane Lane (663.689209), 1342 / 5749, 0.23.\n",
+      "Dianne Feinstein\n",
+      "got: Dianne Feinstein (1010.061584), 1343 / 5749, 0.23.\n",
+      "Dianne Reeves\n",
+      "got: Dianne Reeves (493.043335), 1344 / 5749, 0.23.\n",
+      "Dick Armey\n",
+      "got: Dick Armey (440.216675), 1345 / 5749, 0.23.\n",
+      "Dick Bennett\n",
+      "got: Dick Bennett (351.055389), 1346 / 5749, 0.23.\n",
+      "Dick Cheney\n",
+      "got: Dick Cheney (963.004395), 1347 / 5749, 0.23.\n",
+      "Dick Clark\n",
+      "got: Dick Clark (600.711853), 1348 / 5749, 0.23.\n",
+      "Dick Devine\n",
+      "got: Dick Devine (174.346878), 1349 / 5749, 0.23.\n",
+      "Dick Jauron\n",
+      "got: Dick Jauron (393.888824), 1350 / 5749, 0.23.\n",
+      "Dick Latessa\n",
+      "got: Dick Latessa (333.722382), 1351 / 5749, 0.23.\n",
+      "Dick Posthumus\n",
+      "got: Dick Posthumus (340.515259), 1352 / 5749, 0.24.\n",
+      "Dick Smothers\n",
+      "got: Dick Smothers (422.661896), 1353 / 5749, 0.24.\n",
+      "Dick Vermeil\n",
+      "got: Dick Vermeil (483.040863), 1354 / 5749, 0.24.\n",
+      "Didier Defago\n",
+      "got: Didier Defago (382.462006), 1355 / 5749, 0.24.\n",
+      "Diego Armando Maradona\n",
+      "got: Diego Armando Maradona (914.708252), 1356 / 5749, 0.24.\n",
+      "Diego Colorado\n",
+      "got: Diego Colorado (279.964569), 1357 / 5749, 0.24.\n",
+      "Diego Diego Lerman\n",
+      "got: Diego Diego Lerman (56.690872), 1358 / 5749, 0.24.\n",
+      "Dieter Holzer\n",
+      "got: Dieter Holzer (257.3638), 1359 / 5749, 0.24.\n",
+      "Dieter Zetsche\n",
+      "got: Dieter Zetsche (476.016266), 1360 / 5749, 0.24.\n",
+      "Dimitar Berbatov\n",
+      "got: Dimitar Berbatov (594.956177), 1361 / 5749, 0.24.\n",
+      "Dimitri Perricos\n",
+      "got: Dimitri Perricos (), 1362 / 5749, 0.24.\n",
+      "Din Samsudin\n",
+      "got: Din Samsudin (), 1363 / 5749, 0.24.\n",
+      "Dinah Turner\n",
+      "got: Dinah Turner (2.207164), 1364 / 5749, 0.24.\n",
+      "Dino Risi\n",
+      "got: Dino Risi (481.963898), 1365 / 5749, 0.24.\n",
+      "Dino de Laurentis\n",
+      "got: Dino de Laurentis (505.752716), 1366 / 5749, 0.24.\n",
+      "Dinora Rosales\n",
+      "got: Dinora Rosales (276.103149), 1367 / 5749, 0.24.\n",
+      "Dion Glover\n",
+      "got: Dion Glover (380.805267), 1368 / 5749, 0.24.\n",
+      "Dionigi Tettamanzi\n",
+      "got: Dionigi Tettamanzi (383.72113), 1369 / 5749, 0.24.\n",
+      "Dionne Warwick\n",
+      "got: Dionne Warwick (694.091736), 1370 / 5749, 0.24.\n",
+      "Dionyssis Georgiadis\n",
+      "got: Dionyssis Georgiadis (), 1371 / 5749, 0.24.\n",
+      "Dirk Kempthorne\n",
+      "got: Dirk Kempthorne (417.988617), 1372 / 5749, 0.24.\n",
+      "Dita Von Tesse\n",
+      "got: Dita Von Tesse (), 1373 / 5749, 0.24.\n",
+      "Djabir Said-Guerni\n",
+      "got: Djabir Said-Guerni (444.319794), 1374 / 5749, 0.24.\n",
+      "Doc Rivers\n",
+      "got: Doc Rivers (646.043518), 1375 / 5749, 0.24.\n",
+      "Dolly Parton\n",
+      "got: Dolly Parton (803.730286), 1376 / 5749, 0.24.\n",
+      "Dolma Tsering\n",
+      "got: Dolma Tsering (123.097244), 1377 / 5749, 0.24.\n",
+      "Dominic Monaghan\n",
+      "got: Dominic Monaghan (596.63562), 1378 / 5749, 0.24.\n",
+      "Dominick Dunne\n",
+      "got: Dominick Dunne (445.453125), 1379 / 5749, 0.24.\n",
+      "Dominik Garcia-Lorido\n",
+      "got: Dominik Garcia-Lorido (600.315674), 1380 / 5749, 0.24.\n",
+      "Dominik Hrbaty\n",
+      "got: Dominik Hrbaty (467.113739), 1381 / 5749, 0.24.\n",
+      "Dominique Perben\n",
+      "got: Dominique Perben (351.961334), 1382 / 5749, 0.24.\n",
+      "Dominique de Villepin\n",
+      "got: Dominique de Villepin (735.816467), 1383 / 5749, 0.24.\n",
+      "Don Boudria\n",
+      "got: Don Boudria (335.14679), 1384 / 5749, 0.24.\n",
+      "Don Carcieri\n",
+      "got: Don Carcieri (181.149506), 1385 / 5749, 0.24.\n",
+      "Don Flanagan\n",
+      "got: Don Flanagan (283.009003), 1386 / 5749, 0.24.\n",
+      "Don Henley\n",
+      "got: Don Henley (651.217773), 1387 / 5749, 0.24.\n",
+      "Don Hewitt\n",
+      "got: Don Hewitt (414.742218), 1388 / 5749, 0.24.\n",
+      "Don King\n",
+      "got: Don King (695.181946), 1389 / 5749, 0.24.\n",
+      "Don Lake\n",
+      "got: Don Lake (405.990784), 1390 / 5749, 0.24.\n",
+      "Don Matthews\n",
+      "got: Don Matthews (440.667114), 1391 / 5749, 0.24.\n",
+      "Don Meredith\n",
+      "got: Don Meredith (572.083496), 1392 / 5749, 0.24.\n",
+      "Don Nickles\n",
+      "got: Don Nickles (365.815796), 1393 / 5749, 0.24.\n",
+      "Don Siegelman\n",
+      "got: Don Siegelman (412.742828), 1394 / 5749, 0.24.\n",
+      "Donald Anderson\n",
+      "got: Donald Anderson (249.703506), 1395 / 5749, 0.24.\n",
+      "Donald Carty\n",
+      "got: Donald Carty (140.443832), 1396 / 5749, 0.24.\n",
+      "Donald Evans\n",
+      "got: Donald Evans (367.331787), 1397 / 5749, 0.24.\n",
+      "Donald Fehr\n",
+      "got: Donald Fehr (325.152954), 1398 / 5749, 0.24.\n",
+      "Donald Hays\n",
+      "got: Donald Hays (166.87825), 1399 / 5749, 0.24.\n",
+      "Donald Keck\n",
+      "got: Donald Keck (268.144531), 1400 / 5749, 0.24.\n",
+      "Donald Keyser\n",
+      "got: Donald Keyser (237.050659), 1401 / 5749, 0.24.\n",
+      "Donald Pettit\n",
+      "got: Donald Pettit (399.325684), 1402 / 5749, 0.24.\n",
+      "Donald Regan\n",
+      "got: Donald Regan (440.305511), 1403 / 5749, 0.24.\n",
+      "Donald Rumsfeld\n",
+      "got: Donald Rumsfeld (623.689758), 1404 / 5749, 0.24.\n",
+      "Donald Trump\n",
+      "got: Donald Trump (2240.765625), 1405 / 5749, 0.24.\n",
+      "Donatella Versace\n",
+      "got: Donatella Versace (601.554504), 1406 / 5749, 0.24.\n",
+      "Donna Barrera\n",
+      "got: Donna Barrera (), 1407 / 5749, 0.24.\n",
+      "Donna Brazile\n",
+      "got: Donna Brazile (479.927704), 1408 / 5749, 0.24.\n",
+      "Donna Morrissey\n",
+      "got: Donna Morrissey (310.862946), 1409 / 5749, 0.25.\n",
+      "Donna Ralston\n",
+      "got: Donna Ralston (146.111832), 1410 / 5749, 0.25.\n",
+      "Donna Shalala\n",
+      "got: Donna Shalala (509.063202), 1411 / 5749, 0.25.\n",
+      "Donna Walker\n",
+      "got: Donna Walker (143.990204), 1412 / 5749, 0.25.\n",
+      "Donnie Brennan\n",
+      "got: Donnie Brennan (1.702659), 1413 / 5749, 0.25.\n",
+      "Donny Osmond\n",
+      "got: Donny Osmond (660.289001), 1414 / 5749, 0.25.\n",
+      "Dora Bakoyianni\n",
+      "got: Dora Bakoyianni (264.496185), 1415 / 5749, 0.25.\n",
+      "Doris Roberts\n",
+      "got: Doris Roberts (570.035156), 1416 / 5749, 0.25.\n",
+      "Doris Schroeder\n",
+      "got: Doris Schroeder (297.568665), 1417 / 5749, 0.25.\n",
+      "Dorothy Lamour\n",
+      "got: Dorothy Lamour (494.931915), 1418 / 5749, 0.25.\n",
+      "Dorothy Loudon\n",
+      "got: Dorothy Loudon (399.71524), 1419 / 5749, 0.25.\n",
+      "Dorothy Wilson\n",
+      "got: Dorothy Wilson (331.34494), 1420 / 5749, 0.25.\n",
+      "Dorthy Moxley\n",
+      "got: Dorthy Moxley (140.123856), 1421 / 5749, 0.25.\n",
+      "Dot Helms\n",
+      "got: Dot Helms (), 1422 / 5749, 0.25.\n",
+      "Doug Christie\n",
+      "got: Doug Christie (504.167389), 1423 / 5749, 0.25.\n",
+      "Doug Collins\n",
+      "got: Doug Collins (460.296326), 1424 / 5749, 0.25.\n",
+      "Doug Duncan\n",
+      "got: Doug Duncan (337.418427), 1425 / 5749, 0.25.\n",
+      "Doug Melvin\n",
+      "got: Doug Melvin (363.994568), 1426 / 5749, 0.25.\n",
+      "Doug Moe\n",
+      "got: Doug Moe (413.237061), 1427 / 5749, 0.25.\n",
+      "Doug Racine\n",
+      "got: Doug Racine (248.434921), 1428 / 5749, 0.25.\n",
+      "Doug Wilson\n",
+      "got: Doug Wilson (390.80719), 1429 / 5749, 0.25.\n",
+      "Douglas Faneuil\n",
+      "got: Douglas Faneuil (3.082037), 1430 / 5749, 0.25.\n",
+      "Douglas Gansler\n",
+      "got: Douglas Gansler (163.184799), 1431 / 5749, 0.25.\n",
+      "Douglas Meester\n",
+      "got: Douglas Meester (153.952652), 1432 / 5749, 0.25.\n",
+      "Douglas Paal\n",
+      "got: Douglas Paal (116.09903), 1433 / 5749, 0.25.\n",
+      "Dragan Covic\n",
+      "got: Dragan Covic (450.276978), 1434 / 5749, 0.25.\n",
+      "Drew Barrymore\n",
+      "got: Drew Barrymore (724.485291), 1435 / 5749, 0.25.\n",
+      "Drew Bledsoe\n",
+      "got: Drew Bledsoe (560.372681), 1436 / 5749, 0.25.\n",
+      "Drew Gooden\n",
+      "got: Drew Gooden (429.866394), 1437 / 5749, 0.25.\n",
+      "Du Qinglin\n",
+      "got: Du Qinglin (364.157806), 1438 / 5749, 0.25.\n",
+      "Duane Barber\n",
+      "got: Duane Barber (1.370761), 1439 / 5749, 0.25.\n",
+      "Duane Lee Chapman\n",
+      "got: Duane Lee Chapman (508.883911), 1440 / 5749, 0.25.\n",
+      "Dudley Rogers\n",
+      "got: Dudley Rogers (207.285904), 1441 / 5749, 0.25.\n",
+      "Dule Hill\n",
+      "got: Dule Hill (596.256836), 1442 / 5749, 0.25.\n",
+      "Duncan Fletcher\n",
+      "got: Duncan Fletcher (399.175354), 1443 / 5749, 0.25.\n",
+      "Dunn Lampton\n",
+      "got: Dunn Lampton (5.751187), 1444 / 5749, 0.25.\n",
+      "Dustan Mohr\n",
+      "got: Dustan Mohr (289.761902), 1445 / 5749, 0.25.\n",
+      "Dustin Brown\n",
+      "got: Dustin Brown (559.132141), 1446 / 5749, 0.25.\n",
+      "Dustin Hoffman\n",
+      "got: Dustin Hoffman (719.228821), 1447 / 5749, 0.25.\n",
+      "Dusty Baker\n",
+      "got: Dusty Baker (559.917114), 1448 / 5749, 0.25.\n",
+      "Dwain Kyles\n",
+      "got: Dwain Kyles (), 1449 / 5749, 0.25.\n",
+      "Dwayne Johnson\n",
+      "got: Dwayne Johnson (1106.054077), 1450 / 5749, 0.25.\n",
+      "Dwayne Wade\n",
+      "got: Dwayne Wade (150.713226), 1451 / 5749, 0.25.\n",
+      "Dwayne Williams\n",
+      "got: Dwayne Williams (137.064377), 1452 / 5749, 0.25.\n",
+      "Dyab Abou Jahjah\n",
+      "got: Dyab Abou Jahjah (484.700012), 1453 / 5749, 0.25.\n",
+      "Dyana Calub\n",
+      "got: Dyana Calub (271.70401), 1454 / 5749, 0.25.\n",
+      "E Clay Shaw\n",
+      "got: E Clay Shaw (558.573303), 1455 / 5749, 0.25.\n",
+      "Earl Campbell\n",
+      "got: Earl Campbell (602.242859), 1456 / 5749, 0.25.\n",
+      "Earl Counter\n",
+      "got: Earl Counter (21.633446), 1457 / 5749, 0.25.\n",
+      "Earl Fritts\n",
+      "got: Earl Fritts (1.170224), 1458 / 5749, 0.25.\n",
+      "Earl Scruggs\n",
+      "got: Earl Scruggs (635.076965), 1459 / 5749, 0.25.\n",
+      "Ed Book\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Ed Book (354.485657), 1460 / 5749, 0.25.\n",
+      "Ed Case\n",
+      "got: Ed Case (412.218567), 1461 / 5749, 0.25.\n",
+      "Ed Mekertichian\n",
+      "got: Ed Mekertichian (), 1462 / 5749, 0.25.\n",
+      "Ed Rendell\n",
+      "got: Ed Rendell (638.5755), 1463 / 5749, 0.25.\n",
+      "Ed Rosenthal\n",
+      "got: Ed Rosenthal (380.918335), 1464 / 5749, 0.25.\n",
+      "Ed Smart\n",
+      "got: Ed Smart (184.090454), 1465 / 5749, 0.25.\n",
+      "Ed Sullivan\n",
+      "got: Ed Sullivan (861.799316), 1466 / 5749, 0.26.\n",
+      "Ed Wade\n",
+      "got: Ed Wade (331.11731), 1467 / 5749, 0.26.\n",
+      "Eddie Compass\n",
+      "got: Eddie Compass (274.324249), 1468 / 5749, 0.26.\n",
+      "Eddie Fenech Adami\n",
+      "got: Eddie Fenech Adami (509.606537), 1469 / 5749, 0.26.\n",
+      "Eddie Jordan\n",
+      "got: Eddie Jordan (469.020569), 1470 / 5749, 0.26.\n",
+      "Eddie Lewis\n",
+      "got: Eddie Lewis (408.397064), 1471 / 5749, 0.26.\n",
+      "Eddie Lucio\n",
+      "got: Eddie Lucio (287.892212), 1472 / 5749, 0.26.\n",
+      "Eddie Murray\n",
+      "got: Eddie Murray (527.576782), 1473 / 5749, 0.26.\n",
+      "Eddie Sutton\n",
+      "got: Eddie Sutton (429.39624), 1474 / 5749, 0.26.\n",
+      "Eddy Hartenstein\n",
+      "got: Eddy Hartenstein (336.837921), 1475 / 5749, 0.26.\n",
+      "Eddy Merckx\n",
+      "got: Eddy Merckx (658.967407), 1476 / 5749, 0.26.\n",
+      "Edgar Savisaar\n",
+      "got: Edgar Savisaar (408.84967), 1477 / 5749, 0.26.\n",
+      "Edie Falco\n",
+      "got: Edie Falco (636.343445), 1478 / 5749, 0.26.\n",
+      "Edina Batar\n",
+      "got: Edina Batar (), 1479 / 5749, 0.26.\n",
+      "Edith Masai\n",
+      "got: Edith Masai (278.09433), 1480 / 5749, 0.26.\n",
+      "Edmund Hillary\n",
+      "got: Edmund Hillary (664.055176), 1481 / 5749, 0.26.\n",
+      "Edmund Stoiber\n",
+      "got: Edmund Stoiber (508.192535), 1482 / 5749, 0.26.\n",
+      "Edouard Michelin\n",
+      "got: Edouard Michelin (363.229523), 1483 / 5749, 0.26.\n",
+      "Eduard Limonov\n",
+      "got: Eduard Limonov (565.375854), 1484 / 5749, 0.26.\n",
+      "Eduard Shevardnadze\n",
+      "got: Eduard Shevardnadze (512.757324), 1485 / 5749, 0.26.\n",
+      "Eduardo Chillida\n",
+      "got: Eduardo Chillida (471.67453), 1486 / 5749, 0.26.\n",
+      "Eduardo Duhalde\n",
+      "got: Eduardo Duhalde (486.868744), 1487 / 5749, 0.26.\n",
+      "Eduardo Fischer\n",
+      "got: Eduardo Fischer (237.992538), 1488 / 5749, 0.26.\n",
+      "Eduardo Romero\n",
+      "got: Eduardo Romero (372.8367), 1489 / 5749, 0.26.\n",
+      "Edward Albee\n",
+      "got: Edward Albee (561.355957), 1490 / 5749, 0.26.\n",
+      "Edward Arsenault\n",
+      "got: Edward Arsenault (18.853882), 1491 / 5749, 0.26.\n",
+      "Edward Belvin\n",
+      "got: Edward Belvin (), 1492 / 5749, 0.26.\n",
+      "Edward Burns\n",
+      "got: Edward Burns (533.997742), 1493 / 5749, 0.26.\n",
+      "Edward Egan\n",
+      "got: Edward Egan (448.316925), 1494 / 5749, 0.26.\n",
+      "Edward Flynn\n",
+      "got: Edward Flynn (272.276337), 1495 / 5749, 0.26.\n",
+      "Edward Greenspan\n",
+      "got: Edward Greenspan (338.873566), 1496 / 5749, 0.26.\n",
+      "Edward James Olmos\n",
+      "got: Edward James Olmos (825.550598), 1497 / 5749, 0.26.\n",
+      "Edward Johnson\n",
+      "got: Edward Johnson (360.74646), 1498 / 5749, 0.26.\n",
+      "Edward Kennedy\n",
+      "got: Edward Kennedy (741.576416), 1499 / 5749, 0.26.\n",
+      "Edward Lohn\n",
+      "got: Edward Lohn (78.924408), 1500 / 5749, 0.26.\n",
+      "Edward Lu\n",
+      "got: Edward Lu (160.389236), 1501 / 5749, 0.26.\n",
+      "Edward Norton\n",
+      "got: Edward Norton (683.557068), 1502 / 5749, 0.26.\n",
+      "Edward Said\n",
+      "got: Edward Said (630.354126), 1503 / 5749, 0.26.\n",
+      "Edward Seaga\n",
+      "got: Edward Seaga (403.437683), 1504 / 5749, 0.26.\n",
+      "Edwin Edwards\n",
+      "got: Edwin Edwards (477.166656), 1505 / 5749, 0.26.\n",
+      "Edwina Currie\n",
+      "got: Edwina Currie (438.908417), 1506 / 5749, 0.26.\n",
+      "Efrain Rios Montt\n",
+      "got: Efrain Rios Montt (735.894714), 1507 / 5749, 0.26.\n",
+      "Eglis Yaima Cruz\n",
+      "got: Eglis Yaima Cruz (325.530853), 1508 / 5749, 0.26.\n",
+      "Eileen Coparropa\n",
+      "got: Eileen Coparropa (311.140961), 1509 / 5749, 0.26.\n",
+      "Eileen Spina\n",
+      "got: Eileen Spina (), 1510 / 5749, 0.26.\n",
+      "Einars Repse\n",
+      "got: Einars Repse (389.076294), 1511 / 5749, 0.26.\n",
+      "Ekaterina Dmitriev\n",
+      "got: Ekaterina Dmitriev (), 1512 / 5749, 0.26.\n",
+      "Ekke Hard Forberg\n",
+      "got: Ekke Hard Forberg (), 1513 / 5749, 0.26.\n",
+      "El Hadji Diouf\n",
+      "got: El Hadji Diouf (797.989441), 1514 / 5749, 0.26.\n",
+      "Eladio Larez\n",
+      "got: Eladio Larez (338.65155), 1515 / 5749, 0.26.\n",
+      "Elaine Chao\n",
+      "got: Elaine Chao (546.08313), 1516 / 5749, 0.26.\n",
+      "Elaine Stritch\n",
+      "got: Elaine Stritch (536.530823), 1517 / 5749, 0.26.\n",
+      "Elena Bereznaya\n",
+      "got: Elena Bereznaya (233.181335), 1518 / 5749, 0.26.\n",
+      "Elena Bovina\n",
+      "got: Elena Bovina (388.723877), 1519 / 5749, 0.26.\n",
+      "Elena Dementieva\n",
+      "got: Elena Dementieva (551.637146), 1520 / 5749, 0.26.\n",
+      "Elena Likhovtseva\n",
+      "got: Elena Likhovtseva (414.414246), 1521 / 5749, 0.26.\n",
+      "Elena Tihomirova\n",
+      "got: Elena Tihomirova (), 1522 / 5749, 0.26.\n",
+      "Elena de Chavez\n",
+      "got: Elena de Chavez (78.934776), 1523 / 5749, 0.26.\n",
+      "Elgin Baylor\n",
+      "got: Elgin Baylor (585.29541), 1524 / 5749, 0.27.\n",
+      "Eli Broad\n",
+      "got: Eli Broad (443.444977), 1525 / 5749, 0.27.\n",
+      "Eli Rosenbaum\n",
+      "got: Eli Rosenbaum (356.788849), 1526 / 5749, 0.27.\n",
+      "Eli Stutsman\n",
+      "got: Eli Stutsman (), 1527 / 5749, 0.27.\n",
+      "Eliane Karp\n",
+      "got: Eliane Karp (364.736359), 1528 / 5749, 0.27.\n",
+      "Elias Attallah\n",
+      "got: Elias Attallah (), 1529 / 5749, 0.27.\n",
+      "Elijah Wood\n",
+      "got: Elijah Wood (664.134094), 1530 / 5749, 0.27.\n",
+      "Elijan Ingram\n",
+      "got: Elijan Ingram (), 1531 / 5749, 0.27.\n",
+      "Elin Nordegren\n",
+      "got: Elin Nordegren (542.537048), 1532 / 5749, 0.27.\n",
+      "Elinor Caplan\n",
+      "got: Elinor Caplan (322.028198), 1533 / 5749, 0.27.\n",
+      "Eliott Spitzer\n",
+      "got: Eliott Spitzer (296.281677), 1534 / 5749, 0.27.\n",
+      "Elisabeth Schumacher\n",
+      "got: Elisabeth Schumacher (346.248871), 1535 / 5749, 0.27.\n",
+      "Elisabeth Welch\n",
+      "got: Elisabeth Welch (378.323669), 1536 / 5749, 0.27.\n",
+      "Elisha Cuthbert\n",
+      "got: Elisha Cuthbert (640.526184), 1537 / 5749, 0.27.\n",
+      "Eliza Dushku\n",
+      "got: Eliza Dushku (616.119202), 1538 / 5749, 0.27.\n",
+      "Eliza Manningham-Buller\n",
+      "got: Eliza Manningham-Buller (583.610229), 1539 / 5749, 0.27.\n",
+      "Elizabeth Berkeley\n",
+      "got: Elizabeth Berkeley (214.332275), 1540 / 5749, 0.27.\n",
+      "Elizabeth Dole\n",
+      "got: Elizabeth Dole (562.746094), 1541 / 5749, 0.27.\n",
+      "Elizabeth Hill\n",
+      "got: Elizabeth Hill (246.333832), 1542 / 5749, 0.27.\n",
+      "Elizabeth Hurley\n",
+      "got: Elizabeth Hurley (637.550903), 1543 / 5749, 0.27.\n",
+      "Elizabeth Pena\n",
+      "got: Elizabeth Pena (534.916443), 1544 / 5749, 0.27.\n",
+      "Elizabeth Regan\n",
+      "got: Elizabeth Regan (258.789246), 1545 / 5749, 0.27.\n",
+      "Elizabeth Shue\n",
+      "got: Elizabeth Shue (309.243347), 1546 / 5749, 0.27.\n",
+      "Elizabeth Smart\n",
+      "got: Elizabeth Smart (529.005493), 1547 / 5749, 0.27.\n",
+      "Elizabeth Taylor\n",
+      "got: Elizabeth Taylor (808.276245), 1548 / 5749, 0.27.\n",
+      "Ellen Barkin\n",
+      "got: Ellen Barkin (613.582214), 1549 / 5749, 0.27.\n",
+      "Ellen DeGeneres\n",
+      "got: Ellen DeGeneres (747.320251), 1550 / 5749, 0.27.\n",
+      "Ellen Engleman\n",
+      "got: Ellen Engleman (7.084249), 1551 / 5749, 0.27.\n",
+      "Ellen MacArthur\n",
+      "got: Ellen MacArthur (482.504303), 1552 / 5749, 0.27.\n",
+      "Ellen Martin\n",
+      "got: Ellen Martin (225.977173), 1553 / 5749, 0.27.\n",
+      "Ellen Pompeo\n",
+      "got: Ellen Pompeo (653.507568), 1554 / 5749, 0.27.\n",
+      "Ellen Saracini\n",
+      "got: Ellen Saracini (), 1555 / 5749, 0.27.\n",
+      "Elliott Mincberg\n",
+      "got: Elliott Mincberg (), 1556 / 5749, 0.27.\n",
+      "Elmar Brok\n",
+      "got: Elmar Brok (417.392792), 1557 / 5749, 0.27.\n",
+      "Elodie Bouchez\n",
+      "got: Elodie Bouchez (508.784943), 1558 / 5749, 0.27.\n",
+      "Eloy Gutierrez\n",
+      "got: Eloy Gutierrez (256.343567), 1559 / 5749, 0.27.\n",
+      "Elsa Zylberstein\n",
+      "got: Elsa Zylberstein (523.857178), 1560 / 5749, 0.27.\n",
+      "Elton John\n",
+      "got: Elton John (1446.5625), 1561 / 5749, 0.27.\n",
+      "Elva Hsiao\n",
+      "got: Elva Hsiao (498.247162), 1562 / 5749, 0.27.\n",
+      "Elvis Costello\n",
+      "got: Elvis Costello (1303.601318), 1563 / 5749, 0.27.\n",
+      "Elvis Presley\n",
+      "got: Elvis Presley (1302.343384), 1564 / 5749, 0.27.\n",
+      "Elvis Stojko\n",
+      "got: Elvis Stojko (509.671539), 1565 / 5749, 0.27.\n",
+      "Emanuel Ginobili\n",
+      "got: Emanuel Ginobili (519.853577), 1566 / 5749, 0.27.\n",
+      "Emelie Loit\n",
+      "got: Emelie Loit (), 1567 / 5749, 0.27.\n",
+      "Emile Lahoud\n",
+      "got: Emile Lahoud (436.361389), 1568 / 5749, 0.27.\n",
+      "Emilio Azcarraga Jean\n",
+      "got: Emilio Azcarraga Jean (607.924438), 1569 / 5749, 0.27.\n",
+      "Emilio Botin\n",
+      "got: Emilio Botin (417.545715), 1570 / 5749, 0.27.\n",
+      "Emily Mason\n",
+      "got: Emily Mason (323.926453), 1571 / 5749, 0.27.\n",
+      "Emily Mortimer\n",
+      "got: Emily Mortimer (551.467896), 1572 / 5749, 0.27.\n",
+      "Emily Robison\n",
+      "got: Emily Robison (469.957733), 1573 / 5749, 0.27.\n",
+      "Emily Stevens\n",
+      "got: Emily Stevens (315.643829), 1574 / 5749, 0.27.\n",
+      "Eminem\n",
+      "got: Eminem (77.393394), 1575 / 5749, 0.27.\n",
+      "Emma Nicholson\n",
+      "got: Emma Nicholson (235.703781), 1576 / 5749, 0.27.\n",
+      "Emma Thompson\n",
+      "got: Emma Thompson (755.217041), 1577 / 5749, 0.27.\n",
+      "Emma Watson\n",
+      "got: Emma Watson (765.434326), 1578 / 5749, 0.27.\n",
+      "Emmanuel Filiberto\n",
+      "got: Emmanuel Filiberto (68.864685), 1579 / 5749, 0.27.\n",
+      "Emmanuel Milingo\n",
+      "got: Emmanuel Milingo (382.778229), 1580 / 5749, 0.27.\n",
+      "Emmanuelle Beart\n",
+      "got: Emmanuelle Beart (617.569397), 1581 / 5749, 0.28.\n",
+      "Emmanuelle Jagodsinski\n",
+      "got: Emmanuelle Jagodsinski (), 1582 / 5749, 0.28.\n",
+      "Emmit Smith\n",
+      "got: Emmit Smith (332.262085), 1583 / 5749, 0.28.\n",
+      "Emmy Rossum\n",
+      "got: Emmy Rossum (699.69104), 1584 / 5749, 0.28.\n",
+      "Emyr Jones Parry\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Emyr Jones Parry (407.362274), 1585 / 5749, 0.28.\n",
+      "Enola Rice\n",
+      "got: Enola Rice (), 1586 / 5749, 0.28.\n",
+      "Enos Slaughter\n",
+      "got: Enos Slaughter (486.142731), 1587 / 5749, 0.28.\n",
+      "Enrica Fico\n",
+      "got: Enrica Fico (205.037415), 1588 / 5749, 0.28.\n",
+      "Enrik Vendt\n",
+      "got: Enrik Vendt (), 1589 / 5749, 0.28.\n",
+      "Enrique Bolanos\n",
+      "got: Enrique Bolanos (407.114227), 1590 / 5749, 0.28.\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "got: Enrique Haroldo Gorriaran Merlo (346.332611), 1591 / 5749, 0.28.\n",
+      "Enrique Iglesias\n",
+      "got: Enrique Iglesias (936.348511), 1592 / 5749, 0.28.\n",
+      "Enrique Medina Gomez\n",
+      "got: Enrique Medina Gomez (1.703961), 1593 / 5749, 0.28.\n",
+      "Enrique Oliu\n",
+      "got: Enrique Oliu (19.986952), 1594 / 5749, 0.28.\n",
+      "Eric Bana\n",
+      "got: Eric Bana (620.541626), 1595 / 5749, 0.28.\n",
+      "Eric Benet\n",
+      "got: Eric Benet (558.484192), 1596 / 5749, 0.28.\n",
+      "Eric Christian Olsen\n",
+      "got: Eric Christian Olsen (736.096191), 1597 / 5749, 0.28.\n",
+      "Eric Clapton\n",
+      "got: Eric Clapton (1100.965454), 1598 / 5749, 0.28.\n",
+      "Eric Daze\n",
+      "got: Eric Daze (367.49173), 1599 / 5749, 0.28.\n",
+      "Eric Dubin\n",
+      "got: Eric Dubin (), 1600 / 5749, 0.28.\n",
+      "Eric Fehr\n",
+      "got: Eric Fehr (408.651123), 1601 / 5749, 0.28.\n",
+      "Eric Hinske\n",
+      "got: Eric Hinske (435.235443), 1602 / 5749, 0.28.\n",
+      "Eric Idle\n",
+      "got: Eric Idle (603.673157), 1603 / 5749, 0.28.\n",
+      "Eric Lindros\n",
+      "got: Eric Lindros (490.056061), 1604 / 5749, 0.28.\n",
+      "Eric Lloyd\n",
+      "got: Eric Lloyd (429.990906), 1605 / 5749, 0.28.\n",
+      "Eric Robert Rudolph\n",
+      "got: Eric Robert Rudolph (361.351593), 1606 / 5749, 0.28.\n",
+      "Eric Rosser\n",
+      "got: Eric Rosser (151.185089), 1607 / 5749, 0.28.\n",
+      "Eric Ryan Donnelly\n",
+      "got: Eric Ryan Donnelly (), 1608 / 5749, 0.28.\n",
+      "Eric Schacht\n",
+      "got: Eric Schacht (), 1609 / 5749, 0.28.\n",
+      "Eric Shinseki\n",
+      "got: Eric Shinseki (488.545746), 1610 / 5749, 0.28.\n",
+      "Eric Snow\n",
+      "got: Eric Snow (462.025543), 1611 / 5749, 0.28.\n",
+      "Eric Staal\n",
+      "got: Eric Staal (470.502563), 1612 / 5749, 0.28.\n",
+      "Eric Taino\n",
+      "got: Eric Taino (311.385834), 1613 / 5749, 0.28.\n",
+      "Eric Vigouroux\n",
+      "got: Eric Vigouroux (16.238705), 1614 / 5749, 0.28.\n",
+      "Eric Wedge\n",
+      "got: Eric Wedge (411.257965), 1615 / 5749, 0.28.\n",
+      "Erick Barkley\n",
+      "got: Erick Barkley (345.103119), 1616 / 5749, 0.28.\n",
+      "Erik Morales\n",
+      "got: Erik Morales (479.872498), 1617 / 5749, 0.28.\n",
+      "Erika Christensen\n",
+      "got: Erika Christensen (573.521851), 1618 / 5749, 0.28.\n",
+      "Erika Harold\n",
+      "got: Erika Harold (444.895966), 1619 / 5749, 0.28.\n",
+      "Erika Reyes\n",
+      "got: Erika Reyes (129.591675), 1620 / 5749, 0.28.\n",
+      "Eriko Tamura\n",
+      "got: Eriko Tamura (451.75946), 1621 / 5749, 0.28.\n",
+      "Erin Brockovich\n",
+      "got: Erin Brockovich (584.038086), 1622 / 5749, 0.28.\n",
+      "Erin Hershey Presley\n",
+      "got: Erin Hershey Presley (441.202271), 1623 / 5749, 0.28.\n",
+      "Erin Runnion\n",
+      "got: Erin Runnion (), 1624 / 5749, 0.28.\n",
+      "Ernest Hollings\n",
+      "got: Ernest Hollings (374.673981), 1625 / 5749, 0.28.\n",
+      "Ernesto Zedillo\n",
+      "got: Ernesto Zedillo (654.216797), 1626 / 5749, 0.28.\n",
+      "Ernie Els\n",
+      "got: Ernie Els (591.14978), 1627 / 5749, 0.28.\n",
+      "Ernie Eves\n",
+      "got: Ernie Eves (387.026154), 1628 / 5749, 0.28.\n",
+      "Ernie Fletcher\n",
+      "got: Ernie Fletcher (385.144623), 1629 / 5749, 0.28.\n",
+      "Ernie Grunfeld\n",
+      "got: Ernie Grunfeld (456.651093), 1630 / 5749, 0.28.\n",
+      "Ernie Harwell\n",
+      "got: Ernie Harwell (465.602203), 1631 / 5749, 0.28.\n",
+      "Ernie Preate\n",
+      "got: Ernie Preate (309.779175), 1632 / 5749, 0.28.\n",
+      "Ernie Stewart\n",
+      "got: Ernie Stewart (184.909775), 1633 / 5749, 0.28.\n",
+      "Erskine Bowles\n",
+      "got: Erskine Bowles (414.484222), 1634 / 5749, 0.28.\n",
+      "Erwin Abdullah\n",
+      "got: Erwin Abdullah (131.891891), 1635 / 5749, 0.28.\n",
+      "Erwin Mapasseng\n",
+      "got: Erwin Mapasseng (), 1636 / 5749, 0.28.\n",
+      "Esad Landzo\n",
+      "got: Esad Landzo (), 1637 / 5749, 0.28.\n",
+      "Esteban Cordoba-Velazquez\n",
+      "got: Esteban Cordoba-Velazquez (), 1638 / 5749, 0.28.\n",
+      "Estella Warren\n",
+      "got: Estella Warren (537.137634), 1639 / 5749, 0.29.\n",
+      "Estelle Morris\n",
+      "got: Estelle Morris (363.366943), 1640 / 5749, 0.29.\n",
+      "Ester Canadas\n",
+      "got: Ester Canadas (), 1641 / 5749, 0.29.\n",
+      "Esther Macklin\n",
+      "got: Esther Macklin (), 1642 / 5749, 0.29.\n",
+      "Ethan Hawke\n",
+      "got: Ethan Hawke (699.115112), 1643 / 5749, 0.29.\n",
+      "Etta James\n",
+      "got: Etta James (679.299316), 1644 / 5749, 0.29.\n",
+      "Eugene Melnyk\n",
+      "got: Eugene Melnyk (464.330902), 1645 / 5749, 0.29.\n",
+      "Eugene Teslovic\n",
+      "got: Eugene Teslovic (), 1646 / 5749, 0.29.\n",
+      "Eunice Barber\n",
+      "got: Eunice Barber (395.212128), 1647 / 5749, 0.29.\n",
+      "Eurico Guterres\n",
+      "got: Eurico Guterres (330.537842), 1648 / 5749, 0.29.\n",
+      "Eva Amurri\n",
+      "got: Eva Amurri (559.048096), 1649 / 5749, 0.29.\n",
+      "Eva Dimas\n",
+      "got: Eva Dimas (295.656952), 1650 / 5749, 0.29.\n",
+      "Eva Herzigova\n",
+      "got: Eva Herzigova (553.581665), 1651 / 5749, 0.29.\n",
+      "Eva Marie Saint\n",
+      "got: Eva Marie Saint (724.054382), 1652 / 5749, 0.29.\n",
+      "Eva Mendes\n",
+      "got: Eva Mendes (664.908447), 1653 / 5749, 0.29.\n",
+      "Evan Marriott\n",
+      "got: Evan Marriott (318.354248), 1654 / 5749, 0.29.\n",
+      "Evan Rachel Wood\n",
+      "got: Evan Rachel Wood (880.711426), 1655 / 5749, 0.29.\n",
+      "Evander Holyfield\n",
+      "got: Evander Holyfield (639.43396), 1656 / 5749, 0.29.\n",
+      "Eve Ensler\n",
+      "got: Eve Ensler (458.114929), 1657 / 5749, 0.29.\n",
+      "Eve Pelletier\n",
+      "got: Eve Pelletier (359.49649), 1658 / 5749, 0.29.\n",
+      "Evelyn Lauder\n",
+      "got: Evelyn Lauder (354.338989), 1659 / 5749, 0.29.\n",
+      "Evgeni Plushenko\n",
+      "got: Evgeni Plushenko (593.42627), 1660 / 5749, 0.29.\n",
+      "Evie Lazarou\n",
+      "got: Evie Lazarou (), 1661 / 5749, 0.29.\n",
+      "Evo Morales\n",
+      "got: Evo Morales (656.672302), 1662 / 5749, 0.29.\n",
+      "Ewan McGregor\n",
+      "got: Ewan McGregor (736.606201), 1663 / 5749, 0.29.\n",
+      "Fabian Vargas\n",
+      "got: Fabian Vargas (411.79715), 1664 / 5749, 0.29.\n",
+      "Fabiola Zuluaga\n",
+      "got: Fabiola Zuluaga (379.881775), 1665 / 5749, 0.29.\n",
+      "Fabrice Santoro\n",
+      "got: Fabrice Santoro (524.587646), 1666 / 5749, 0.29.\n",
+      "Fabricio Oberto\n",
+      "got: Fabricio Oberto (451.79007), 1667 / 5749, 0.29.\n",
+      "Faisal Iqbal\n",
+      "got: Faisal Iqbal (356.117523), 1668 / 5749, 0.29.\n",
+      "Faisal Saleh Hayat\n",
+      "got: Faisal Saleh Hayat (517.935791), 1669 / 5749, 0.29.\n",
+      "Fann Wong\n",
+      "got: Fann Wong (497.869171), 1670 / 5749, 0.29.\n",
+      "Farida Ragoonanan\n",
+      "got: Farida Ragoonanan (), 1671 / 5749, 0.29.\n",
+      "Farouk Kaddoumi\n",
+      "got: Farouk Kaddoumi (312.734863), 1672 / 5749, 0.29.\n",
+      "Farouk al-Sharaa\n",
+      "got: Farouk al-Sharaa (587.927124), 1673 / 5749, 0.29.\n",
+      "Fatma Kusibeh\n",
+      "got: Fatma Kusibeh (), 1674 / 5749, 0.29.\n",
+      "Fatmir Limaj\n",
+      "got: Fatmir Limaj (361.969482), 1675 / 5749, 0.29.\n",
+      "Faye Alibocus\n",
+      "got: Faye Alibocus (124.272018), 1676 / 5749, 0.29.\n",
+      "Faye Dunaway\n",
+      "got: Faye Dunaway (623.524597), 1677 / 5749, 0.29.\n",
+      "Faye Wong\n",
+      "got: Faye Wong (671.265381), 1678 / 5749, 0.29.\n",
+      "Fayssal Mekdad\n",
+      "got: Fayssal Mekdad (), 1679 / 5749, 0.29.\n",
+      "Fazal-ur-Rehman\n",
+      "got: Fazal-ur-Rehman (702.135803), 1680 / 5749, 0.29.\n",
+      "Federico Castelan Sayre\n",
+      "got: Federico Castelan Sayre (), 1681 / 5749, 0.29.\n",
+      "Federico Fellini\n",
+      "got: Federico Fellini (700.875), 1682 / 5749, 0.29.\n",
+      "Federico Trillo\n",
+      "got: Federico Trillo (364.877533), 1683 / 5749, 0.29.\n",
+      "Feliciano Lopez\n",
+      "got: Feliciano Lopez (659.642212), 1684 / 5749, 0.29.\n",
+      "Felicity Huffman\n",
+      "got: Felicity Huffman (630.733215), 1685 / 5749, 0.29.\n",
+      "Felipe De Borbon\n",
+      "got: Felipe De Borbon (1298.799438), 1686 / 5749, 0.29.\n",
+      "Felipe Fernandez\n",
+      "got: Felipe Fernandez (312.892944), 1687 / 5749, 0.29.\n",
+      "Felipe Perez Roque\n",
+      "got: Felipe Perez Roque (487.367615), 1688 / 5749, 0.29.\n",
+      "Felix Doh\n",
+      "got: Felix Doh (260.030792), 1689 / 5749, 0.29.\n",
+      "Felix Mantilla\n",
+      "got: Felix Mantilla (401.510193), 1690 / 5749, 0.29.\n",
+      "Felix Sanchez\n",
+      "got: Felix Sanchez (482.164673), 1691 / 5749, 0.29.\n",
+      "Felix Trinidad\n",
+      "got: Felix Trinidad (580.927917), 1692 / 5749, 0.29.\n",
+      "Ferenc Madl\n",
+      "got: Ferenc Madl (378.910126), 1693 / 5749, 0.29.\n",
+      "Fernando Alonso\n",
+      "got: Fernando Alonso (810.834717), 1694 / 5749, 0.29.\n",
+      "Fernando Gonzalez\n",
+      "got: Fernando Gonzalez (572.372498), 1695 / 5749, 0.29.\n",
+      "Fernando Henrique Cardoso\n",
+      "got: Fernando Henrique Cardoso (731.487061), 1696 / 5749, 0.30.\n",
+      "Fernando Hierro\n",
+      "got: Fernando Hierro (614.91095), 1697 / 5749, 0.30.\n",
+      "Fernando Leon de Aranoa\n",
+      "got: Fernando Leon de Aranoa (706.47229), 1698 / 5749, 0.30.\n",
+      "Fernando Sanz\n",
+      "got: Fernando Sanz (390.267212), 1699 / 5749, 0.30.\n",
+      "Fernando Valenzuela\n",
+      "got: Fernando Valenzuela (544.763611), 1700 / 5749, 0.30.\n",
+      "Fernando Vargas\n",
+      "got: Fernando Vargas (465.912537), 1701 / 5749, 0.30.\n",
+      "Fernando Velardez\n",
+      "got: Fernando Velardez (87.655029), 1702 / 5749, 0.30.\n",
+      "Festus Mogae\n",
+      "got: Festus Mogae (379.27121), 1703 / 5749, 0.30.\n",
+      "Fidel Castro\n",
+      "got: Fidel Castro (899.599487), 1704 / 5749, 0.30.\n",
+      "Fidel Castro Daiz-Balart\n",
+      "got: Fidel Castro Daiz-Balart (), 1705 / 5749, 0.30.\n",
+      "Filip De Winter\n",
+      "got: Filip De Winter (), 1706 / 5749, 0.30.\n",
+      "Filippo Inzaghi\n",
+      "got: Filippo Inzaghi (601.169922), 1707 / 5749, 0.30.\n",
+      "Filippo Volandri\n",
+      "got: Filippo Volandri (455.908173), 1708 / 5749, 0.30.\n",
+      "Fiona Milne\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Fiona Milne (198.076233), 1709 / 5749, 0.30.\n",
+      "Flavia Delaroli\n",
+      "got: Flavia Delaroli (342.046173), 1710 / 5749, 0.30.\n",
+      "Flavia Pennetta\n",
+      "got: Flavia Pennetta (605.203064), 1711 / 5749, 0.30.\n",
+      "Flor Montulo\n",
+      "got: Flor Montulo (), 1712 / 5749, 0.30.\n",
+      "Florecita Cobian\n",
+      "got: Florecita Cobian (157.314392), 1713 / 5749, 0.30.\n",
+      "Florencia Kirchner\n",
+      "got: Florencia Kirchner (321.007355), 1714 / 5749, 0.30.\n",
+      "Florencia Macri\n",
+      "got: Florencia Macri (146.616241), 1715 / 5749, 0.30.\n",
+      "Floyd Keith\n",
+      "got: Floyd Keith (219.626572), 1716 / 5749, 0.30.\n",
+      "Floyd Mayweather\n",
+      "got: Floyd Mayweather (878.240723), 1717 / 5749, 0.30.\n",
+      "Fran Drescher\n",
+      "got: Fran Drescher (646.711914), 1718 / 5749, 0.30.\n",
+      "Frances Fisher\n",
+      "got: Frances Fisher (525.600342), 1719 / 5749, 0.30.\n",
+      "Francesco Totti\n",
+      "got: Francesco Totti (698.878235), 1720 / 5749, 0.30.\n",
+      "Francis Collins\n",
+      "got: Francis Collins (522.858215), 1721 / 5749, 0.30.\n",
+      "Francis Crick\n",
+      "got: Francis Crick (769.010132), 1722 / 5749, 0.30.\n",
+      "Francis Ford Coppola\n",
+      "got: Francis Ford Coppola (987.282837), 1723 / 5749, 0.30.\n",
+      "Francis George\n",
+      "got: Francis George (425.419403), 1724 / 5749, 0.30.\n",
+      "Francis Mer\n",
+      "got: Francis Mer (363.175232), 1725 / 5749, 0.30.\n",
+      "Francis Ricciardone\n",
+      "got: Francis Ricciardone (157.247864), 1726 / 5749, 0.30.\n",
+      "Francisco Flores\n",
+      "got: Francisco Flores (428.539215), 1727 / 5749, 0.30.\n",
+      "Francisco Garcia\n",
+      "got: Francisco Garcia (436.553528), 1728 / 5749, 0.30.\n",
+      "Francisco Maturana\n",
+      "got: Francisco Maturana (528.673828), 1729 / 5749, 0.30.\n",
+      "Francisco Santos\n",
+      "got: Francisco Santos (356.531342), 1730 / 5749, 0.30.\n",
+      "Francisco Urenda\n",
+      "got: Francisco Urenda (), 1731 / 5749, 0.30.\n",
+      "Franck Cerutti\n",
+      "got: Franck Cerutti (), 1732 / 5749, 0.30.\n",
+      "Franco Cangele\n",
+      "got: Franco Cangele (384.548981), 1733 / 5749, 0.30.\n",
+      "Franco Dragone\n",
+      "got: Franco Dragone (403.506683), 1734 / 5749, 0.30.\n",
+      "Franco Frattini\n",
+      "got: Franco Frattini (468.907654), 1735 / 5749, 0.30.\n",
+      "Francois Botha\n",
+      "got: Francois Botha (427.145538), 1736 / 5749, 0.30.\n",
+      "Francois Ozon\n",
+      "got: Francois Ozon (539.559753), 1737 / 5749, 0.30.\n",
+      "Francois Pienaar\n",
+      "got: Francois Pienaar (457.705109), 1738 / 5749, 0.30.\n",
+      "Frank Abagnale Jr\n",
+      "got: Frank Abagnale Jr (579.660522), 1739 / 5749, 0.30.\n",
+      "Frank Beamer\n",
+      "got: Frank Beamer (514.093872), 1740 / 5749, 0.30.\n",
+      "Frank Bell\n",
+      "got: Frank Bell (304.477661), 1741 / 5749, 0.30.\n",
+      "Frank Cassell\n",
+      "got: Frank Cassell (2.039893), 1742 / 5749, 0.30.\n",
+      "Frank Coraci\n",
+      "got: Frank Coraci (417.869415), 1743 / 5749, 0.30.\n",
+      "Frank Dunham Jr\n",
+      "got: Frank Dunham Jr (320.186951), 1744 / 5749, 0.30.\n",
+      "Frank Griswold\n",
+      "got: Frank Griswold (311.734589), 1745 / 5749, 0.30.\n",
+      "Frank Hilldrup\n",
+      "got: Frank Hilldrup (), 1746 / 5749, 0.30.\n",
+      "Frank Hsieh\n",
+      "got: Frank Hsieh (511.706421), 1747 / 5749, 0.30.\n",
+      "Frank Keating\n",
+      "got: Frank Keating (442.973083), 1748 / 5749, 0.30.\n",
+      "Frank Lautenberg\n",
+      "got: Frank Lautenberg (492.029816), 1749 / 5749, 0.30.\n",
+      "Frank Marshall\n",
+      "got: Frank Marshall (498.838989), 1750 / 5749, 0.30.\n",
+      "Frank Murkowski\n",
+      "got: Frank Murkowski (418.577148), 1751 / 5749, 0.30.\n",
+      "Frank Pallone\n",
+      "got: Frank Pallone (499.207306), 1752 / 5749, 0.30.\n",
+      "Frank Schmoekel\n",
+      "got: Frank Schmoekel (), 1753 / 5749, 0.30.\n",
+      "Frank Shea\n",
+      "got: Frank Shea (212.66423), 1754 / 5749, 0.31.\n",
+      "Frank Sinatra\n",
+      "got: Frank Sinatra (1282.970337), 1755 / 5749, 0.31.\n",
+      "Frank Solich\n",
+      "got: Frank Solich (439.061462), 1756 / 5749, 0.31.\n",
+      "Frank Stallone\n",
+      "got: Frank Stallone (521.023132), 1757 / 5749, 0.31.\n",
+      "Frank Taylor\n",
+      "got: Frank Taylor (266.180145), 1758 / 5749, 0.31.\n",
+      "Frank Van Ecke\n",
+      "got: Frank Van Ecke (), 1759 / 5749, 0.31.\n",
+      "Frank Wycheck\n",
+      "got: Frank Wycheck (381.454895), 1760 / 5749, 0.31.\n",
+      "Frank Zappa\n",
+      "got: Frank Zappa (1078.962769), 1761 / 5749, 0.31.\n",
+      "Franklin Brown\n",
+      "got: Franklin Brown (288.604126), 1762 / 5749, 0.31.\n",
+      "Franklin Damann\n",
+      "got: Franklin Damann (), 1763 / 5749, 0.31.\n",
+      "Franko Simatovic\n",
+      "got: Franko Simatovic (351.876038), 1764 / 5749, 0.31.\n",
+      "Franz Beckenbauer\n",
+      "got: Franz Beckenbauer (727.462158), 1765 / 5749, 0.31.\n",
+      "Franz Fischler\n",
+      "got: Franz Fischler (357.085938), 1766 / 5749, 0.31.\n",
+      "Franz Gsell\n",
+      "got: Franz Gsell (263.612671), 1767 / 5749, 0.31.\n",
+      "Franz Muentefering\n",
+      "got: Franz Muentefering (), 1768 / 5749, 0.31.\n",
+      "Fred Durst\n",
+      "got: Fred Durst (615.47229), 1769 / 5749, 0.31.\n",
+      "Fred Eckhard\n",
+      "got: Fred Eckhard (203.538589), 1770 / 5749, 0.31.\n",
+      "Fred Funk\n",
+      "got: Fred Funk (405.718628), 1771 / 5749, 0.31.\n",
+      "Fred Huff\n",
+      "got: Fred Huff (11.603009), 1772 / 5749, 0.31.\n",
+      "Fred Rogers\n",
+      "got: Fred Rogers (655.376648), 1773 / 5749, 0.31.\n",
+      "Fred Swan\n",
+      "got: Fred Swan (286.613831), 1774 / 5749, 0.31.\n",
+      "Fred Thompson\n",
+      "got: Fred Thompson (590.897339), 1775 / 5749, 0.31.\n",
+      "Fred Wilpon\n",
+      "got: Fred Wilpon (444.200714), 1776 / 5749, 0.31.\n",
+      "Freda Black\n",
+      "got: Freda Black (365.27655), 1777 / 5749, 0.31.\n",
+      "Freddy Garcia\n",
+      "got: Freddy Garcia (448.317535), 1778 / 5749, 0.31.\n",
+      "Freddy Vasques Kinchokpe\n",
+      "got: Freddy Vasques Kinchokpe (), 1779 / 5749, 0.31.\n",
+      "Frederick Madden\n",
+      "got: Frederick Madden (122.48732), 1780 / 5749, 0.31.\n",
+      "Frederique van der Wal\n",
+      "got: Frederique van der Wal (714.347595), 1781 / 5749, 0.31.\n",
+      "Fredric Seaman\n",
+      "got: Fredric Seaman (), 1782 / 5749, 0.31.\n",
+      "Fruit Chan\n",
+      "got: Fruit Chan (430.651672), 1783 / 5749, 0.31.\n",
+      "Fujio Cho\n",
+      "got: Fujio Cho (356.021912), 1784 / 5749, 0.31.\n",
+      "Fujio Mitarai\n",
+      "got: Fujio Mitarai (376.828094), 1785 / 5749, 0.31.\n",
+      "GL Peiris\n",
+      "got: GL Peiris (), 1786 / 5749, 0.31.\n",
+      "Gabi Zimmer\n",
+      "got: Gabi Zimmer (178.210342), 1787 / 5749, 0.31.\n",
+      "Gabriel Batistuta\n",
+      "got: Gabriel Batistuta (636.206055), 1788 / 5749, 0.31.\n",
+      "Gabriel Farhi\n",
+      "got: Gabriel Farhi (244.155594), 1789 / 5749, 0.31.\n",
+      "Gabriel Hughes\n",
+      "got: Gabriel Hughes (165.768631), 1790 / 5749, 0.31.\n",
+      "Gabriel Jorge Ferreia\n",
+      "got: Gabriel Jorge Ferreia (), 1791 / 5749, 0.31.\n",
+      "Gabriel Valdes\n",
+      "got: Gabriel Valdes (407.538391), 1792 / 5749, 0.31.\n",
+      "Gabriella Bo\n",
+      "got: Gabriella Bo (), 1793 / 5749, 0.31.\n",
+      "Gabrielle Rose\n",
+      "got: Gabrielle Rose (411.148529), 1794 / 5749, 0.31.\n",
+      "Gabrielle Union\n",
+      "got: Gabrielle Union (665.403931), 1795 / 5749, 0.31.\n",
+      "Gael Garcia Bermal\n",
+      "got: Gael Garcia Bermal (), 1796 / 5749, 0.31.\n",
+      "Gala Leon Garcia\n",
+      "got: Gala Leon Garcia (479.807373), 1797 / 5749, 0.31.\n",
+      "Galen Rowell\n",
+      "got: Galen Rowell (396.981415), 1798 / 5749, 0.31.\n",
+      "Gao Qiang\n",
+      "got: Gao Qiang (196.873215), 1799 / 5749, 0.31.\n",
+      "Garry Alejano\n",
+      "got: Garry Alejano (), 1800 / 5749, 0.31.\n",
+      "Garry Kasparov\n",
+      "got: Garry Kasparov (652.340027), 1801 / 5749, 0.31.\n",
+      "Garry McCoy\n",
+      "got: Garry McCoy (400.647461), 1802 / 5749, 0.31.\n",
+      "Garry Trudeau\n",
+      "got: Garry Trudeau (485.18988), 1803 / 5749, 0.31.\n",
+      "Garry Witherall\n",
+      "got: Garry Witherall (), 1804 / 5749, 0.31.\n",
+      "Garth Drabinsky\n",
+      "got: Garth Drabinsky (355.124573), 1805 / 5749, 0.31.\n",
+      "Gary Bald\n",
+      "got: Gary Bald (), 1806 / 5749, 0.31.\n",
+      "Gary Barnett\n",
+      "got: Gary Barnett (432.100708), 1807 / 5749, 0.31.\n",
+      "Gary Bauer\n",
+      "got: Gary Bauer (379.608673), 1808 / 5749, 0.31.\n",
+      "Gary Bergeron\n",
+      "got: Gary Bergeron (155.06926), 1809 / 5749, 0.31.\n",
+      "Gary Bettman\n",
+      "got: Gary Bettman (456.937408), 1810 / 5749, 0.31.\n",
+      "Gary Carter\n",
+      "got: Gary Carter (570.882446), 1811 / 5749, 0.32.\n",
+      "Gary Coleman\n",
+      "got: Gary Coleman (596.187317), 1812 / 5749, 0.32.\n",
+      "Gary Condit\n",
+      "got: Gary Condit (445.798523), 1813 / 5749, 0.32.\n",
+      "Gary Dellaverson\n",
+      "got: Gary Dellaverson (135.194824), 1814 / 5749, 0.32.\n",
+      "Gary Doer\n",
+      "got: Gary Doer (381.983337), 1815 / 5749, 0.32.\n",
+      "Gary Forsee\n",
+      "got: Gary Forsee (145.501083), 1816 / 5749, 0.32.\n",
+      "Gary Gero\n",
+      "got: Gary Gero (), 1817 / 5749, 0.32.\n",
+      "Gary Gitnick\n",
+      "got: Gary Gitnick (222.655685), 1818 / 5749, 0.32.\n",
+      "Gary Leon Ridgway\n",
+      "got: Gary Leon Ridgway (445.858063), 1819 / 5749, 0.32.\n",
+      "Gary Locke\n",
+      "got: Gary Locke (465.639954), 1820 / 5749, 0.32.\n",
+      "Gary Marshall\n",
+      "got: Gary Marshall (288.694916), 1821 / 5749, 0.32.\n",
+      "Gary Paer\n",
+      "got: Gary Paer (), 1822 / 5749, 0.32.\n",
+      "Gary Sayler\n",
+      "got: Gary Sayler (21.289974), 1823 / 5749, 0.32.\n",
+      "Gary Sinise\n",
+      "got: Gary Sinise (617.955811), 1824 / 5749, 0.32.\n",
+      "Gary Stevens\n",
+      "got: Gary Stevens (454.348541), 1825 / 5749, 0.32.\n",
+      "Gary Williams\n",
+      "got: Gary Williams (478.813934), 1826 / 5749, 0.32.\n",
+      "Gary Winnick\n",
+      "got: Gary Winnick (330.515747), 1827 / 5749, 0.32.\n",
+      "Gaston Gaudio\n",
+      "got: Gaston Gaudio (525.620422), 1828 / 5749, 0.32.\n",
+      "Gavin Degraw\n",
+      "got: Gavin Degraw (595.016663), 1829 / 5749, 0.32.\n",
+      "Gavyn Arthur\n",
+      "got: Gavyn Arthur (90.962456), 1830 / 5749, 0.32.\n",
+      "Gavyn Davies\n",
+      "got: Gavyn Davies (331.967529), 1831 / 5749, 0.32.\n",
+      "Gen Meredith\n",
+      "got: Gen Meredith (149.67572), 1832 / 5749, 0.32.\n",
+      "Gene Autry\n",
+      "got: Gene Autry (1001.388062), 1833 / 5749, 0.32.\n",
+      "Gene Hackman\n",
+      "got: Gene Hackman (707.696045), 1834 / 5749, 0.32.\n",
+      "Gene Keady\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Gene Keady (474.281891), 1835 / 5749, 0.32.\n",
+      "Gene Orza\n",
+      "got: Gene Orza (4.164784), 1836 / 5749, 0.32.\n",
+      "Gene Robinson\n",
+      "got: Gene Robinson (518.073364), 1837 / 5749, 0.32.\n",
+      "Gene Sauers\n",
+      "got: Gene Sauers (366.980896), 1838 / 5749, 0.32.\n",
+      "Gennifer Flowers\n",
+      "got: Gennifer Flowers (440.394897), 1839 / 5749, 0.32.\n",
+      "Geno Auriemma\n",
+      "got: Geno Auriemma (529.667358), 1840 / 5749, 0.32.\n",
+      "Geoff Dixon\n",
+      "got: Geoff Dixon (294.968567), 1841 / 5749, 0.32.\n",
+      "Geoff Hoon\n",
+      "got: Geoff Hoon (408.93158), 1842 / 5749, 0.32.\n",
+      "Geoffrey Davis\n",
+      "got: Geoffrey Davis (169.779373), 1843 / 5749, 0.32.\n",
+      "Geoffrey Rush\n",
+      "got: Geoffrey Rush (662.824036), 1844 / 5749, 0.32.\n",
+      "George Allen\n",
+      "got: George Allen (839.088623), 1845 / 5749, 0.32.\n",
+      "George Blaney\n",
+      "got: George Blaney (311.355713), 1846 / 5749, 0.32.\n",
+      "George Bovell\n",
+      "got: George Bovell (361.399658), 1847 / 5749, 0.32.\n",
+      "George Brumley\n",
+      "got: George Brumley (190.953247), 1848 / 5749, 0.32.\n",
+      "George Brumley III\n",
+      "got: George Brumley III (), 1849 / 5749, 0.32.\n",
+      "George Clooney\n",
+      "got: George Clooney (860.638367), 1850 / 5749, 0.32.\n",
+      "George Foreman\n",
+      "got: George Foreman (724.746033), 1851 / 5749, 0.32.\n",
+      "George Galloway\n",
+      "got: George Galloway (684.454895), 1852 / 5749, 0.32.\n",
+      "George Gregan\n",
+      "got: George Gregan (452.453217), 1853 / 5749, 0.32.\n",
+      "George HW Bush\n",
+      "got: George HW Bush (836.23175), 1854 / 5749, 0.32.\n",
+      "George Harrison\n",
+      "got: George Harrison (813.02179), 1855 / 5749, 0.32.\n",
+      "George Karl\n",
+      "got: George Karl (469.204895), 1856 / 5749, 0.32.\n",
+      "George Lopez\n",
+      "got: George Lopez (620.943665), 1857 / 5749, 0.32.\n",
+      "George Lucas\n",
+      "got: George Lucas (869.085449), 1858 / 5749, 0.32.\n",
+      "George Maxwell Richards\n",
+      "got: George Maxwell Richards (499.050903), 1859 / 5749, 0.32.\n",
+      "George McCloud\n",
+      "got: George McCloud (350.38324), 1860 / 5749, 0.32.\n",
+      "George Murphy\n",
+      "got: George Murphy (455.626709), 1861 / 5749, 0.32.\n",
+      "George P Bush\n",
+      "got: George P Bush (675.993286), 1862 / 5749, 0.32.\n",
+      "George Papandreou\n",
+      "got: George Papandreou (531.747803), 1863 / 5749, 0.32.\n",
+      "George Pataki\n",
+      "got: George Pataki (617.059631), 1864 / 5749, 0.32.\n",
+      "George Plimpton\n",
+      "got: George Plimpton (465.279846), 1865 / 5749, 0.32.\n",
+      "George Robertson\n",
+      "got: George Robertson (444.332428), 1866 / 5749, 0.32.\n",
+      "George Roy Hill\n",
+      "got: George Roy Hill (614.311157), 1867 / 5749, 0.32.\n",
+      "George Ryan\n",
+      "got: George Ryan (430.756348), 1868 / 5749, 0.32.\n",
+      "George Tenet\n",
+      "got: George Tenet (488.28595), 1869 / 5749, 0.33.\n",
+      "George Voinovich\n",
+      "got: George Voinovich (533.25885), 1870 / 5749, 0.33.\n",
+      "George W Bush\n",
+      "got: George W Bush (2988.785645), 1871 / 5749, 0.33.\n",
+      "Georgi Parvanov\n",
+      "got: Georgi Parvanov (415.079926), 1872 / 5749, 0.33.\n",
+      "Georgia Giddings\n",
+      "got: Georgia Giddings (), 1873 / 5749, 0.33.\n",
+      "Georgina Bardach\n",
+      "got: Georgina Bardach (355.108368), 1874 / 5749, 0.33.\n",
+      "Georgina Papin\n",
+      "got: Georgina Papin (), 1875 / 5749, 0.33.\n",
+      "Geovani Lapentti\n",
+      "got: Geovani Lapentti (), 1876 / 5749, 0.33.\n",
+      "Gerald Barbarito\n",
+      "got: Gerald Barbarito (300.659424), 1877 / 5749, 0.33.\n",
+      "Gerald Calabrese\n",
+      "got: Gerald Calabrese (289.01297), 1878 / 5749, 0.33.\n",
+      "Gerald Fitch\n",
+      "got: Gerald Fitch (342.933716), 1879 / 5749, 0.33.\n",
+      "Gerald Ford\n",
+      "got: Gerald Ford (1351.761353), 1880 / 5749, 0.33.\n",
+      "Gerald Riley\n",
+      "got: Gerald Riley (133.59581), 1881 / 5749, 0.33.\n",
+      "Geraldine Chaplin\n",
+      "got: Geraldine Chaplin (631.474731), 1882 / 5749, 0.33.\n",
+      "Geraldo Rivera\n",
+      "got: Geraldo Rivera (582.549988), 1883 / 5749, 0.33.\n",
+      "Gerard Butler\n",
+      "got: Gerard Butler (678.72876), 1884 / 5749, 0.33.\n",
+      "Gerard Depardieu\n",
+      "got: Gerard Depardieu (739.241699), 1885 / 5749, 0.33.\n",
+      "Gerard Kleisterlee\n",
+      "got: Gerard Kleisterlee (359.222839), 1886 / 5749, 0.33.\n",
+      "Gerard Tronche\n",
+      "got: Gerard Tronche (), 1887 / 5749, 0.33.\n",
+      "Gerard de Cortanze\n",
+      "got: Gerard de Cortanze (424.626221), 1888 / 5749, 0.33.\n",
+      "Gerardo Gambala\n",
+      "got: Gerardo Gambala (5.952749), 1889 / 5749, 0.33.\n",
+      "Gerhard Boekel\n",
+      "got: Gerhard Boekel (), 1890 / 5749, 0.33.\n",
+      "Gerhard Schmid\n",
+      "got: Gerhard Schmid (257.098785), 1891 / 5749, 0.33.\n",
+      "Gerhard Schroeder\n",
+      "got: Gerhard Schroeder (313.45636), 1892 / 5749, 0.33.\n",
+      "German Khan\n",
+      "got: German Khan (409.172913), 1893 / 5749, 0.33.\n",
+      "Gerrit Zalm\n",
+      "got: Gerrit Zalm (431.287079), 1894 / 5749, 0.33.\n",
+      "Gerry Adams\n",
+      "got: Gerry Adams (596.015442), 1895 / 5749, 0.33.\n",
+      "Gerry Kelly\n",
+      "got: Gerry Kelly (423.797577), 1896 / 5749, 0.33.\n",
+      "Gerry Parsky\n",
+      "got: Gerry Parsky (288.747803), 1897 / 5749, 0.33.\n",
+      "Ghassan Elashi\n",
+      "got: Ghassan Elashi (249.18895), 1898 / 5749, 0.33.\n",
+      "Gholamreza Aghazadeh\n",
+      "got: Gholamreza Aghazadeh (194.910583), 1899 / 5749, 0.33.\n",
+      "Gian Marco\n",
+      "got: Gian Marco (497.432434), 1900 / 5749, 0.33.\n",
+      "Giancarlo Fisichella\n",
+      "got: Giancarlo Fisichella (540.449402), 1901 / 5749, 0.33.\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "got: Gianna Angelopoulos-Daskalaki (517.068115), 1902 / 5749, 0.33.\n",
+      "Gianni Agnelli\n",
+      "got: Gianni Agnelli (563.689758), 1903 / 5749, 0.33.\n",
+      "Giannina Facio\n",
+      "got: Giannina Facio (435.720856), 1904 / 5749, 0.33.\n",
+      "Gideon Black\n",
+      "got: Gideon Black (11.239737), 1905 / 5749, 0.33.\n",
+      "Gideon Yago\n",
+      "got: Gideon Yago (346.833008), 1906 / 5749, 0.33.\n",
+      "Gil Cates\n",
+      "got: Gil Cates (234.133728), 1907 / 5749, 0.33.\n",
+      "Gil de Ferran\n",
+      "got: Gil de Ferran (738.727661), 1908 / 5749, 0.33.\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "got: Gilberto Rodriguez Orejuela (640.936768), 1909 / 5749, 0.33.\n",
+      "Gilberto Simoni\n",
+      "got: Gilberto Simoni (438.542572), 1910 / 5749, 0.33.\n",
+      "Gilles Panizzi\n",
+      "got: Gilles Panizzi (384.432953), 1911 / 5749, 0.33.\n",
+      "Gillian Anderson\n",
+      "got: Gillian Anderson (697.607544), 1912 / 5749, 0.33.\n",
+      "Gina Centrello\n",
+      "got: Gina Centrello (), 1913 / 5749, 0.33.\n",
+      "Gina Gershon\n",
+      "got: Gina Gershon (603.827576), 1914 / 5749, 0.33.\n",
+      "Gina Lollobrigida\n",
+      "got: Gina Lollobrigida (625.2854), 1915 / 5749, 0.33.\n",
+      "Gina Torres\n",
+      "got: Gina Torres (570.268311), 1916 / 5749, 0.33.\n",
+      "Giovanny Cordoba\n",
+      "got: Giovanny Cordoba (), 1917 / 5749, 0.33.\n",
+      "Gisele Bundchen\n",
+      "got: Gisele Bundchen (707.308838), 1918 / 5749, 0.33.\n",
+      "Giselle Estefania Tavarelli\n",
+      "got: Giselle Estefania Tavarelli (), 1919 / 5749, 0.33.\n",
+      "Giulietta Masina\n",
+      "got: Giulietta Masina (507.801575), 1920 / 5749, 0.33.\n",
+      "Giulio Andreotti\n",
+      "got: Giulio Andreotti (567.755249), 1921 / 5749, 0.33.\n",
+      "Giuseppe Gibilisco\n",
+      "got: Giuseppe Gibilisco (388.216095), 1922 / 5749, 0.33.\n",
+      "Giuseppe Morchio\n",
+      "got: Giuseppe Morchio (8.54636), 1923 / 5749, 0.33.\n",
+      "Glafcos Clerides\n",
+      "got: Glafcos Clerides (391.744751), 1924 / 5749, 0.33.\n",
+      "Glen Clark\n",
+      "got: Glen Clark (364.10434), 1925 / 5749, 0.33.\n",
+      "Glen DaSilva\n",
+      "got: Glen DaSilva (), 1926 / 5749, 0.34.\n",
+      "Glen Sather\n",
+      "got: Glen Sather (403.340607), 1927 / 5749, 0.34.\n",
+      "Glenn Plummer\n",
+      "got: Glenn Plummer (468.598145), 1928 / 5749, 0.34.\n",
+      "Glenn Rivers\n",
+      "got: Glenn Rivers (328.473694), 1929 / 5749, 0.34.\n",
+      "Glenn Tilton\n",
+      "got: Glenn Tilton (306.604034), 1930 / 5749, 0.34.\n",
+      "Gloria Allred\n",
+      "got: Gloria Allred (482.440277), 1931 / 5749, 0.34.\n",
+      "Gloria Gaynor\n",
+      "got: Gloria Gaynor (663.540039), 1932 / 5749, 0.34.\n",
+      "Gloria Macapagal Arroyo\n",
+      "got: Gloria Macapagal Arroyo (1258.704712), 1933 / 5749, 0.34.\n",
+      "Gloria Trevi\n",
+      "got: Gloria Trevi (619.457581), 1934 / 5749, 0.34.\n",
+      "Goh Kun\n",
+      "got: Goh Kun (364.446808), 1935 / 5749, 0.34.\n",
+      "Goldie Hawn\n",
+      "got: Goldie Hawn (683.364197), 1936 / 5749, 0.34.\n",
+      "Gong Li\n",
+      "got: Gong Li (625.345947), 1937 / 5749, 0.34.\n",
+      "Gong Ruina\n",
+      "got: Gong Ruina (381.294067), 1938 / 5749, 0.34.\n",
+      "Gonzalo Barrientos\n",
+      "got: Gonzalo Barrientos (292.828156), 1939 / 5749, 0.34.\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "got: Gonzalo Sanchez de Lozada (777.206604), 1940 / 5749, 0.34.\n",
+      "Goran Persson\n",
+      "got: Goran Persson (551.241089), 1941 / 5749, 0.34.\n",
+      "Goran Zivkovic\n",
+      "got: Goran Zivkovic (196.124695), 1942 / 5749, 0.34.\n",
+      "Gordana Grubin\n",
+      "got: Gordana Grubin (273.537476), 1943 / 5749, 0.34.\n",
+      "Gorden Tallis\n",
+      "got: Gorden Tallis (456.01413), 1944 / 5749, 0.34.\n",
+      "Gordon Brown\n",
+      "got: Gordon Brown (835.896545), 1945 / 5749, 0.34.\n",
+      "Gordon Campbell\n",
+      "got: Gordon Campbell (460.206696), 1946 / 5749, 0.34.\n",
+      "Gordon Cooper\n",
+      "got: Gordon Cooper (662.941833), 1947 / 5749, 0.34.\n",
+      "Gordon Lightfoot\n",
+      "got: Gordon Lightfoot (614.256958), 1948 / 5749, 0.34.\n",
+      "Gordon McDonald\n",
+      "got: Gordon McDonald (307.373077), 1949 / 5749, 0.34.\n",
+      "Gore Verbinski\n",
+      "got: Gore Verbinski (512.885559), 1950 / 5749, 0.34.\n",
+      "Gore Vidal\n",
+      "got: Gore Vidal (603.105957), 1951 / 5749, 0.34.\n",
+      "Grace Brinell\n",
+      "got: Grace Brinell (), 1952 / 5749, 0.34.\n",
+      "Grace Dodd\n",
+      "got: Grace Dodd (155.249023), 1953 / 5749, 0.34.\n",
+      "Grace Kelly\n",
+      "got: Grace Kelly (764.374084), 1954 / 5749, 0.34.\n",
+      "Gracia Burnham\n",
+      "got: Gracia Burnham (198.843353), 1955 / 5749, 0.34.\n",
+      "Graciano Rocchigiani\n",
+      "got: Graciano Rocchigiani (412.478394), 1956 / 5749, 0.34.\n",
+      "Grady Irvin Jr\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Grady Irvin Jr (), 1957 / 5749, 0.34.\n",
+      "Grady Little\n",
+      "got: Grady Little (370.976685), 1958 / 5749, 0.34.\n",
+      "Graeme Lloyd\n",
+      "got: Graeme Lloyd (389.446106), 1959 / 5749, 0.34.\n",
+      "Graeme Smith\n",
+      "got: Graeme Smith (475.311676), 1960 / 5749, 0.34.\n",
+      "Graham Bentley\n",
+      "got: Graham Bentley (164.683212), 1961 / 5749, 0.34.\n",
+      "Grant Hackett\n",
+      "got: Grant Hackett (506.843048), 1962 / 5749, 0.34.\n",
+      "Grant Rossenmeyer\n",
+      "got: Grant Rossenmeyer (), 1963 / 5749, 0.34.\n",
+      "Gray Davis\n",
+      "got: Gray Davis (674.204224), 1964 / 5749, 0.34.\n",
+      "Greg Frers\n",
+      "got: Greg Frers (279.661438), 1965 / 5749, 0.34.\n",
+      "Greg Gilbert\n",
+      "got: Greg Gilbert (300.600159), 1966 / 5749, 0.34.\n",
+      "Greg Hennigar\n",
+      "got: Greg Hennigar (), 1967 / 5749, 0.34.\n",
+      "Greg Hodge\n",
+      "got: Greg Hodge (137.422668), 1968 / 5749, 0.34.\n",
+      "Greg Kinnear\n",
+      "got: Greg Kinnear (588.900574), 1969 / 5749, 0.34.\n",
+      "Greg Kinsey\n",
+      "got: Greg Kinsey (), 1970 / 5749, 0.34.\n",
+      "Greg Ostertag\n",
+      "got: Greg Ostertag (416.335907), 1971 / 5749, 0.34.\n",
+      "Greg Owen\n",
+      "got: Greg Owen (354.48407), 1972 / 5749, 0.34.\n",
+      "Greg Rusedski\n",
+      "got: Greg Rusedski (516.969177), 1973 / 5749, 0.34.\n",
+      "Gregg Berhalter\n",
+      "got: Gregg Berhalter (446.269592), 1974 / 5749, 0.34.\n",
+      "Gregg Popovich\n",
+      "got: Gregg Popovich (587.509583), 1975 / 5749, 0.34.\n",
+      "Gregor Gysi\n",
+      "got: Gregor Gysi (491.411957), 1976 / 5749, 0.34.\n",
+      "Gregorio Honasan\n",
+      "got: Gregorio Honasan (484.738831), 1977 / 5749, 0.34.\n",
+      "Gregorio Rosal\n",
+      "got: Gregorio Rosal (282.74054), 1978 / 5749, 0.34.\n",
+      "Gregory Geoffroy\n",
+      "got: Gregory Geoffroy (100.320366), 1979 / 5749, 0.34.\n",
+      "Gregory Hines\n",
+      "got: Gregory Hines (538.642273), 1980 / 5749, 0.34.\n",
+      "Gregory Peck\n",
+      "got: Gregory Peck (696.872437), 1981 / 5749, 0.34.\n",
+      "Gretchen Mol\n",
+      "got: Gretchen Mol (550.176147), 1982 / 5749, 0.34.\n",
+      "Griffin Colvin\n",
+      "got: Griffin Colvin (5.040897), 1983 / 5749, 0.34.\n",
+      "Gro Harlem Brundtland\n",
+      "got: Gro Harlem Brundtland (765.618042), 1984 / 5749, 0.35.\n",
+      "Guangdong Ou Guangyuan\n",
+      "got: Guangdong Ou Guangyuan (), 1985 / 5749, 0.35.\n",
+      "Guennadi Chipouline\n",
+      "got: Guennadi Chipouline (), 1986 / 5749, 0.35.\n",
+      "Guenter Verheugen\n",
+      "got: Guenter Verheugen (189.615768), 1987 / 5749, 0.35.\n",
+      "Guido Westerwelle\n",
+      "got: Guido Westerwelle (528.197021), 1988 / 5749, 0.35.\n",
+      "Guillaume Cannet\n",
+      "got: Guillaume Cannet (), 1989 / 5749, 0.35.\n",
+      "Guillaume Depardieu\n",
+      "got: Guillaume Depardieu (505.234802), 1990 / 5749, 0.35.\n",
+      "Guillaume Soro\n",
+      "got: Guillaume Soro (561.088745), 1991 / 5749, 0.35.\n",
+      "Guillermo Canas\n",
+      "got: Guillermo Canas (479.012115), 1992 / 5749, 0.35.\n",
+      "Guillermo Coria\n",
+      "got: Guillermo Coria (508.637329), 1993 / 5749, 0.35.\n",
+      "Guillermo Monroy\n",
+      "got: Guillermo Monroy (153.774841), 1994 / 5749, 0.35.\n",
+      "Guillermo Ortiz\n",
+      "got: Guillermo Ortiz (341.178894), 1995 / 5749, 0.35.\n",
+      "Guillermo Ruiz Polanco\n",
+      "got: Guillermo Ruiz Polanco (), 1996 / 5749, 0.35.\n",
+      "Gunilla Backman\n",
+      "got: Gunilla Backman (366.603882), 1997 / 5749, 0.35.\n",
+      "Gunter Pleuger\n",
+      "got: Gunter Pleuger (274.309601), 1998 / 5749, 0.35.\n",
+      "Gus Frerotte\n",
+      "got: Gus Frerotte (442.002899), 1999 / 5749, 0.35.\n",
+      "Gus Van Sant\n",
+      "got: Gus Van Sant (809.4375), 2000 / 5749, 0.35.\n",
+      "Gustavo Cisneros\n",
+      "got: Gustavo Cisneros (411.671722), 2001 / 5749, 0.35.\n",
+      "Gustavo Franco\n",
+      "got: Gustavo Franco (402.211914), 2002 / 5749, 0.35.\n",
+      "Gustavo Kuerten\n",
+      "got: Gustavo Kuerten (577.144409), 2003 / 5749, 0.35.\n",
+      "Gustavo Noboa\n",
+      "got: Gustavo Noboa (397.768341), 2004 / 5749, 0.35.\n",
+      "Gustavo Terrazas\n",
+      "got: Gustavo Terrazas (152.809097), 2005 / 5749, 0.35.\n",
+      "Guus Hiddink\n",
+      "got: Guus Hiddink (631.306274), 2006 / 5749, 0.35.\n",
+      "Guy Hemmings\n",
+      "got: Guy Hemmings (276.935181), 2007 / 5749, 0.35.\n",
+      "Guy Ritchie\n",
+      "got: Guy Ritchie (625.071289), 2008 / 5749, 0.35.\n",
+      "Guy Verhofstadt\n",
+      "got: Guy Verhofstadt (546.442566), 2009 / 5749, 0.35.\n",
+      "Gwen Stefani\n",
+      "got: Gwen Stefani (791.160339), 2010 / 5749, 0.35.\n",
+      "Gwendal Peizerat\n",
+      "got: Gwendal Peizerat (517.868958), 2011 / 5749, 0.35.\n",
+      "Gwyneth Paltrow\n",
+      "got: Gwyneth Paltrow (725.210571), 2012 / 5749, 0.35.\n",
+      "Habib Hisham\n",
+      "got: Habib Hisham (10.107288), 2013 / 5749, 0.35.\n",
+      "Habib Rizieq\n",
+      "got: Habib Rizieq (301.508301), 2014 / 5749, 0.35.\n",
+      "Hadley Bilger\n",
+      "got: Hadley Bilger (), 2015 / 5749, 0.35.\n",
+      "Hal Gehman\n",
+      "got: Hal Gehman (82.389977), 2016 / 5749, 0.35.\n",
+      "Hal McCoy\n",
+      "got: Hal McCoy (391.513977), 2017 / 5749, 0.35.\n",
+      "Hal Sellers\n",
+      "got: Hal Sellers (0.705025), 2018 / 5749, 0.35.\n",
+      "Hal Sutton\n",
+      "got: Hal Sutton (448.422455), 2019 / 5749, 0.35.\n",
+      "Halbert Fillinger\n",
+      "got: Halbert Fillinger (), 2020 / 5749, 0.35.\n",
+      "Halle Berry\n",
+      "got: Halle Berry (793.808838), 2021 / 5749, 0.35.\n",
+      "Ham Pong-sil\n",
+      "got: Ham Pong-sil (269.351562), 2022 / 5749, 0.35.\n",
+      "Hama Arba Diallo\n",
+      "got: Hama Arba Diallo (413.596405), 2023 / 5749, 0.35.\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "got: Hamad Bin Isa al-Khalifa (2008.660645), 2024 / 5749, 0.35.\n",
+      "Hamad Bin Jassim\n",
+      "got: Hamad Bin Jassim (723.1297), 2025 / 5749, 0.35.\n",
+      "Hamid Efendi\n",
+      "got: Hamid Efendi (98.854362), 2026 / 5749, 0.35.\n",
+      "Hamid Karzai\n",
+      "got: Hamid Karzai (550.797913), 2027 / 5749, 0.35.\n",
+      "Hamid Reza Asefi\n",
+      "got: Hamid Reza Asefi (199.635468), 2028 / 5749, 0.35.\n",
+      "Hamza Atiya Muhsen\n",
+      "got: Hamza Atiya Muhsen (), 2029 / 5749, 0.35.\n",
+      "Hamzah Haz\n",
+      "got: Hamzah Haz (377.8461), 2030 / 5749, 0.35.\n",
+      "Han Sung Joo\n",
+      "got: Han Sung Joo (110.576904), 2031 / 5749, 0.35.\n",
+      "Hana Makhmalbaf\n",
+      "got: Hana Makhmalbaf (345.814453), 2032 / 5749, 0.35.\n",
+      "Hana Sadiq\n",
+      "got: Hana Sadiq (266.802521), 2033 / 5749, 0.35.\n",
+      "Hana Urushima\n",
+      "got: Hana Urushima (), 2034 / 5749, 0.35.\n",
+      "Hanan Ashrawi\n",
+      "got: Hanan Ashrawi (435.749298), 2035 / 5749, 0.35.\n",
+      "Hank Aaron\n",
+      "got: Hank Aaron (743.065186), 2036 / 5749, 0.35.\n",
+      "Hank Azaria\n",
+      "got: Hank Azaria (631.394226), 2037 / 5749, 0.35.\n",
+      "Hank Bass\n",
+      "got: Hank Bass (29.712002), 2038 / 5749, 0.35.\n",
+      "Hank McKinnell\n",
+      "got: Hank McKinnell (160.112061), 2039 / 5749, 0.35.\n",
+      "Hank Stram\n",
+      "got: Hank Stram (463.06012), 2040 / 5749, 0.35.\n",
+      "Hannah Stockbauer\n",
+      "got: Hannah Stockbauer (401.404205), 2041 / 5749, 0.36.\n",
+      "Hanns Schumacher\n",
+      "got: Hanns Schumacher (27.594683), 2042 / 5749, 0.36.\n",
+      "Hans-Christian Schmid\n",
+      "got: Hans-Christian Schmid (458.181732), 2043 / 5749, 0.36.\n",
+      "Hans Blix\n",
+      "got: Hans Blix (454.506714), 2044 / 5749, 0.36.\n",
+      "Hans Corell\n",
+      "got: Hans Corell (293.018097), 2045 / 5749, 0.36.\n",
+      "Hans Eichel\n",
+      "got: Hans Eichel (397.507324), 2046 / 5749, 0.36.\n",
+      "Hans Leistritz\n",
+      "got: Hans Leistritz (), 2047 / 5749, 0.36.\n",
+      "Hans Peter Briegel\n",
+      "<urlopen error [Errno 99] Cannot assign requested address> Hans Peter Briegel\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<urlopen error [Errno 99] Cannot assign requested address> Hans Peter Briegel\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<urlopen error [Errno 99] Cannot assign requested address> Hans Peter Briegel\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Hans Peter Briegel (663.960876), 2048 / 5749, 0.36.\n",
+      "Harald Ringstorff\n",
+      "got: Harald Ringstorff (347.399841), 2049 / 5749, 0.36.\n",
+      "Harbhajan Singh\n",
+      "got: Harbhajan Singh (595.051941), 2050 / 5749, 0.36.\n",
+      "Harland Braun\n",
+      "got: Harland Braun (282.323639), 2051 / 5749, 0.36.\n",
+      "Harold Brown\n",
+      "got: Harold Brown (397.483337), 2052 / 5749, 0.36.\n",
+      "Harold Scott\n",
+      "got: Harold Scott (329.984375), 2053 / 5749, 0.36.\n",
+      "Harriet Lessy\n",
+      "got: Harriet Lessy (), 2054 / 5749, 0.36.\n",
+      "Harrison Ford\n",
+      "got: Harrison Ford (750.560974), 2055 / 5749, 0.36.\n",
+      "Harry Belafonte\n",
+      "got: Harry Belafonte (715.976257), 2056 / 5749, 0.36.\n",
+      "Harry Kalas\n",
+      "got: Harry Kalas (467.444885), 2057 / 5749, 0.36.\n",
+      "Harry Schmidt\n",
+      "got: Harry Schmidt (396.115753), 2058 / 5749, 0.36.\n",
+      "Hartmut Mehdorn\n",
+      "got: Hartmut Mehdorn (355.397156), 2059 / 5749, 0.36.\n",
+      "Harvey Fierstein\n",
+      "got: Harvey Fierstein (568.251465), 2060 / 5749, 0.36.\n",
+      "Harvey Wachsman\n",
+      "got: Harvey Wachsman (), 2061 / 5749, 0.36.\n",
+      "Harvey Weinstein\n",
+      "got: Harvey Weinstein (693.159668), 2062 / 5749, 0.36.\n",
+      "Hasan Wirayuda\n",
+      "got: Hasan Wirayuda (), 2063 / 5749, 0.36.\n",
+      "Hashan Tillakaratne\n",
+      "got: Hashan Tillakaratne (386.982849), 2064 / 5749, 0.36.\n",
+      "Hashim Thaci\n",
+      "got: Hashim Thaci (509.089417), 2065 / 5749, 0.36.\n",
+      "Hassan Nasrallah\n",
+      "got: Hassan Nasrallah (693.764587), 2066 / 5749, 0.36.\n",
+      "Hassan Wirajuda\n",
+      "got: Hassan Wirajuda (359.073853), 2067 / 5749, 0.36.\n",
+      "Hassanal Bolkiah\n",
+      "got: Hassanal Bolkiah (1406.460571), 2068 / 5749, 0.36.\n",
+      "Hatsui Hasuike\n",
+      "got: Hatsui Hasuike (), 2069 / 5749, 0.36.\n",
+      "Haydar Aliyev\n",
+      "got: Haydar Aliyev (283.732056), 2070 / 5749, 0.36.\n",
+      "Hayden Panettiere\n",
+      "got: Hayden Panettiere (674.957031), 2071 / 5749, 0.36.\n",
+      "Hayley Tullett\n",
+      "got: Hayley Tullett (274.796875), 2072 / 5749, 0.36.\n",
+      "Heath Ledger\n",
+      "got: Heath Ledger (742.618103), 2073 / 5749, 0.36.\n",
+      "Heather Chinnock\n",
+      "got: Heather Chinnock (), 2074 / 5749, 0.36.\n",
+      "Heather Locklear\n",
+      "got: Heather Locklear (703.447388), 2075 / 5749, 0.36.\n",
+      "Heather Mills\n",
+      "got: Heather Mills (569.842224), 2076 / 5749, 0.36.\n",
+      "Heather Whitestone McCallum\n",
+      "got: Heather Whitestone McCallum (449.369232), 2077 / 5749, 0.36.\n",
+      "Heather Willson\n",
+      "got: Heather Willson (), 2078 / 5749, 0.36.\n",
+      "Hector Babenco\n",
+      "got: Hector Babenco (473.793335), 2079 / 5749, 0.36.\n",
+      "Hector Grullon\n",
+      "got: Hector Grullon (), 2080 / 5749, 0.36.\n",
+      "Hector Mitelman\n",
+      "got: Hector Mitelman (), 2081 / 5749, 0.36.\n",
+      "Hedayat Amin Arsala\n",
+      "got: Hedayat Amin Arsala (339.395142), 2082 / 5749, 0.36.\n",
+      "Hee-Won Han\n",
+      "got: Hee-Won Han (332.611359), 2083 / 5749, 0.36.\n",
+      "Heidi Fleiss\n",
+      "got: Heidi Fleiss (465.31839), 2084 / 5749, 0.36.\n",
+      "Heidi Klum\n",
+      "got: Heidi Klum (797.902527), 2085 / 5749, 0.36.\n",
+      "Heinrich Wolfgang\n",
+      "got: Heinrich Wolfgang (197.677551), 2086 / 5749, 0.36.\n",
+      "Heinz Feldmann\n",
+      "got: Heinz Feldmann (220.611206), 2087 / 5749, 0.36.\n",
+      "Heizo Takenaka\n",
+      "got: Heizo Takenaka (453.456909), 2088 / 5749, 0.36.\n",
+      "Helen Alvare\n",
+      "got: Helen Alvare (153.005127), 2089 / 5749, 0.36.\n",
+      "Helen Clark\n",
+      "got: Helen Clark (571.995239), 2090 / 5749, 0.36.\n",
+      "Helen Darling\n",
+      "got: Helen Darling (348.022949), 2091 / 5749, 0.36.\n",
+      "Helena Schneider\n",
+      "got: Helena Schneider (146.864807), 2092 / 5749, 0.36.\n",
+      "Helene Eksterowicz\n",
+      "got: Helene Eksterowicz (156.302231), 2093 / 5749, 0.36.\n",
+      "Helio Castroneves\n",
+      "got: Helio Castroneves (558.861023), 2094 / 5749, 0.36.\n",
+      "Helio Rubens Garcia\n",
+      "got: Helio Rubens Garcia (442.334351), 2095 / 5749, 0.36.\n",
+      "Helmut Panke\n",
+      "got: Helmut Panke (327.127258), 2096 / 5749, 0.36.\n",
+      "Helo Pinheiro\n",
+      "got: Helo Pinheiro (210.265625), 2097 / 5749, 0.36.\n",
+      "Henk Bekedam\n",
+      "got: Henk Bekedam (), 2098 / 5749, 0.36.\n",
+      "Henning Scherf\n",
+      "got: Henning Scherf (348.327972), 2099 / 5749, 0.37.\n",
+      "Henri Proglio\n",
+      "got: Henri Proglio (369.639648), 2100 / 5749, 0.37.\n",
+      "Henrique Meirelles\n",
+      "got: Henrique Meirelles (514.637756), 2101 / 5749, 0.37.\n",
+      "Henry Castellanos\n",
+      "got: Henry Castellanos (200.667358), 2102 / 5749, 0.37.\n",
+      "Henry Hilow\n",
+      "got: Henry Hilow (), 2103 / 5749, 0.37.\n",
+      "Henry Hyde\n",
+      "got: Henry Hyde (387.504913), 2104 / 5749, 0.37.\n",
+      "Henry Kissinger\n",
+      "got: Henry Kissinger (1096.973877), 2105 / 5749, 0.37.\n",
+      "Henry Suazo\n",
+      "got: Henry Suazo (16.031273), 2106 / 5749, 0.37.\n",
+      "Herb Brooks\n",
+      "got: Herb Brooks (505.911743), 2107 / 5749, 0.37.\n",
+      "Herb Dhaliwal\n",
+      "got: Herb Dhaliwal (349.012451), 2108 / 5749, 0.37.\n",
+      "Herb Ritts\n",
+      "got: Herb Ritts (483.107635), 2109 / 5749, 0.37.\n",
+      "Herb Sendek\n",
+      "got: Herb Sendek (375.776733), 2110 / 5749, 0.37.\n",
+      "Herbert Haupt\n",
+      "got: Herbert Haupt (342.269318), 2111 / 5749, 0.37.\n",
+      "Herbie Hancock\n",
+      "got: Herbie Hancock (911.18512), 2112 / 5749, 0.37.\n",
+      "Herman Edwards\n",
+      "got: Herman Edwards (395.591553), 2113 / 5749, 0.37.\n",
+      "Herman Moore\n",
+      "got: Herman Moore (409.40451), 2114 / 5749, 0.37.\n",
+      "Hermando Harton\n",
+      "got: Hermando Harton (), 2115 / 5749, 0.37.\n",
+      "Hermann Maier\n",
+      "got: Hermann Maier (490.803833), 2116 / 5749, 0.37.\n",
+      "Hermes Gamonal\n",
+      "got: Hermes Gamonal (298.524414), 2117 / 5749, 0.37.\n",
+      "Hermogenes Ebdane Jr\n",
+      "got: Hermogenes Ebdane Jr (349.423462), 2118 / 5749, 0.37.\n",
+      "Hernan Crespo\n",
+      "got: Hernan Crespo (629.456909), 2119 / 5749, 0.37.\n",
+      "Hernan Diaz\n",
+      "got: Hernan Diaz (448.317444), 2120 / 5749, 0.37.\n",
+      "Herta Daeubler-Gmelin\n",
+      "got: Herta Daeubler-Gmelin (), 2121 / 5749, 0.37.\n",
+      "Hestrie Cloette\n",
+      "got: Hestrie Cloette (), 2122 / 5749, 0.37.\n",
+      "Hichiro Naemura\n",
+      "got: Hichiro Naemura (), 2123 / 5749, 0.37.\n",
+      "Hideki Matsui\n",
+      "got: Hideki Matsui (602.052124), 2124 / 5749, 0.37.\n",
+      "Hideki Sato\n",
+      "got: Hideki Sato (454.832489), 2125 / 5749, 0.37.\n",
+      "Hidetoshi Nakata\n",
+      "got: Hidetoshi Nakata (651.426514), 2126 / 5749, 0.37.\n",
+      "Hikmat al-Azzawi\n",
+      "got: Hikmat al-Azzawi (51.007381), 2127 / 5749, 0.37.\n",
+      "Hilary Duff\n",
+      "got: Hilary Duff (750.945251), 2128 / 5749, 0.37.\n",
+      "Hilary McKay\n",
+      "got: Hilary McKay (328.547211), 2129 / 5749, 0.37.\n",
+      "Hilda Fortune\n",
+      "got: Hilda Fortune (139.801178), 2130 / 5749, 0.37.\n",
+      "Hillary Clinton\n",
+      "got: Hillary Clinton (1698.050781), 2131 / 5749, 0.37.\n",
+      "Hilmi Akin Zorlu\n",
+      "got: Hilmi Akin Zorlu (23.477932), 2132 / 5749, 0.37.\n",
+      "Hilmi Ozkok\n",
+      "got: Hilmi Ozkok (406.051117), 2133 / 5749, 0.37.\n",
+      "Himmler Rebu\n",
+      "got: Himmler Rebu (3.164876), 2134 / 5749, 0.37.\n",
+      "Hipolito Mejia\n",
+      "got: Hipolito Mejia (461.831787), 2135 / 5749, 0.37.\n",
+      "Hiroki Gomi\n",
+      "got: Hiroki Gomi (), 2136 / 5749, 0.37.\n",
+      "Hiroyuki Yoshino\n",
+      "got: Hiroyuki Yoshino (512.013062), 2137 / 5749, 0.37.\n",
+      "Hisao Oguchi\n",
+      "got: Hisao Oguchi (292.40097), 2138 / 5749, 0.37.\n",
+      "Hisashi Owada\n",
+      "got: Hisashi Owada (429.484589), 2139 / 5749, 0.37.\n",
+      "Hisham Halawi\n",
+      "got: Hisham Halawi (), 2140 / 5749, 0.37.\n",
+      "Hitomi Soga\n",
+      "got: Hitomi Soga (320.154968), 2141 / 5749, 0.37.\n",
+      "Hitoshi Oshitani\n",
+      "got: Hitoshi Oshitani (250.989105), 2142 / 5749, 0.37.\n",
+      "Hitoshi Tanaka\n",
+      "got: Hitoshi Tanaka (315.222534), 2143 / 5749, 0.37.\n",
+      "Hoda Asfor\n",
+      "got: Hoda Asfor (), 2144 / 5749, 0.37.\n",
+      "Holly Hunter\n",
+      "got: Holly Hunter (705.123779), 2145 / 5749, 0.37.\n",
+      "Holly Robinson Peete\n",
+      "got: Holly Robinson Peete (722.420776), 2146 / 5749, 0.37.\n",
+      "Hong Myung\n",
+      "got: Hong Myung (552.169006), 2147 / 5749, 0.37.\n",
+      "Hootie Johnson\n",
+      "got: Hootie Johnson (235.980591), 2148 / 5749, 0.37.\n",
+      "Horace Donovan Reid\n",
+      "got: Horace Donovan Reid (), 2149 / 5749, 0.37.\n",
+      "Horace Newcomb\n",
+      "got: Horace Newcomb (270.975311), 2150 / 5749, 0.37.\n",
+      "Horacio Julio Pina\n",
+      "got: Horacio Julio Pina (), 2151 / 5749, 0.37.\n",
+      "Horacio de Jesus Montoya\n",
+      "got: Horacio de Jesus Montoya (), 2152 / 5749, 0.37.\n",
+      "Horst Koehler\n",
+      "got: Horst Koehler (314.929016), 2153 / 5749, 0.37.\n",
+      "Hosni Mubarak\n",
+      "got: Hosni Mubarak (971.709839), 2154 / 5749, 0.37.\n",
+      "Howard Dean\n",
+      "got: Howard Dean (729.146729), 2155 / 5749, 0.37.\n",
+      "Howard Ross\n",
+      "got: Howard Ross (314.126129), 2156 / 5749, 0.38.\n",
+      "Howard Schultz\n",
+      "got: Howard Schultz (547.203979), 2157 / 5749, 0.38.\n",
+      "Howard Smith\n",
+      "got: Howard Smith (365.365356), 2158 / 5749, 0.38.\n",
+      "Howard Stern\n",
+      "got: Howard Stern (848.396973), 2159 / 5749, 0.38.\n",
+      "Howard Stringer\n",
+      "got: Howard Stringer (439.509003), 2160 / 5749, 0.38.\n",
+      "Howard Wilkinson\n",
+      "got: Howard Wilkinson (440.740021), 2161 / 5749, 0.38.\n",
+      "Hrithik Roshan\n",
+      "got: Hrithik Roshan (726.407104), 2162 / 5749, 0.38.\n",
+      "Hu Jintao\n",
+      "got: Hu Jintao (675.82428), 2163 / 5749, 0.38.\n",
+      "Hu Maoyuan\n",
+      "got: Hu Maoyuan (134.407623), 2164 / 5749, 0.38.\n",
+      "Huan Chung Yi\n",
+      "got: Huan Chung Yi (), 2165 / 5749, 0.38.\n",
+      "Huang Suey-Sheng\n",
+      "got: Huang Suey-Sheng (), 2166 / 5749, 0.38.\n",
+      "Hubert Green\n",
+      "got: Hubert Green (506.886047), 2167 / 5749, 0.38.\n",
+      "Hubie Brown\n",
+      "got: Hubie Brown (498.448547), 2168 / 5749, 0.38.\n",
+      "Hugh Campbell\n",
+      "got: Hugh Campbell (444.317627), 2169 / 5749, 0.38.\n",
+      "Hugh Carey\n",
+      "got: Hugh Carey (484.356293), 2170 / 5749, 0.38.\n",
+      "Hugh Grant\n",
+      "got: Hugh Grant (700.93396), 2171 / 5749, 0.38.\n",
+      "Hugh Hefner\n",
+      "got: Hugh Hefner (751.241516), 2172 / 5749, 0.38.\n",
+      "Hugh Jessiman\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Hugh Jessiman (343.912964), 2173 / 5749, 0.38.\n",
+      "Hugh Miller\n",
+      "got: Hugh Miller (355.43454), 2174 / 5749, 0.38.\n",
+      "Hugo Chavez\n",
+      "got: Hugo Chavez (882.364807), 2175 / 5749, 0.38.\n",
+      "Hugo Colace\n",
+      "got: Hugo Colace (314.471008), 2176 / 5749, 0.38.\n",
+      "Hugo Conte\n",
+      "got: Hugo Conte (349.062195), 2177 / 5749, 0.38.\n",
+      "Humberto Coelho\n",
+      "got: Humberto Coelho (426.95874), 2178 / 5749, 0.38.\n",
+      "Humberto Espinoza\n",
+      "got: Humberto Espinoza (129.500748), 2179 / 5749, 0.38.\n",
+      "Hun Sen\n",
+      "got: Hun Sen (553.271118), 2180 / 5749, 0.38.\n",
+      "Hung Wan-ting\n",
+      "got: Hung Wan-ting (196.886856), 2181 / 5749, 0.38.\n",
+      "Hunter Bates\n",
+      "got: Hunter Bates (106.990517), 2182 / 5749, 0.38.\n",
+      "Hunter Kemper\n",
+      "got: Hunter Kemper (323.335632), 2183 / 5749, 0.38.\n",
+      "Hushiar Zebari\n",
+      "got: Hushiar Zebari (), 2184 / 5749, 0.38.\n",
+      "Hussam Mohammed Amin\n",
+      "got: Hussam Mohammed Amin (), 2185 / 5749, 0.38.\n",
+      "Hussein Malik\n",
+      "got: Hussein Malik (35.305847), 2186 / 5749, 0.38.\n",
+      "Hutomo Mandala Putra\n",
+      "got: Hutomo Mandala Putra (624.509216), 2187 / 5749, 0.38.\n",
+      "Hwang Doo-yun\n",
+      "got: Hwang Doo-yun (), 2188 / 5749, 0.38.\n",
+      "Iain Anderson\n",
+      "got: Iain Anderson (202.731506), 2189 / 5749, 0.38.\n",
+      "Iain Duncan Smith\n",
+      "got: Iain Duncan Smith (1072.143311), 2190 / 5749, 0.38.\n",
+      "Iain Richmond\n",
+      "got: Iain Richmond (), 2191 / 5749, 0.38.\n",
+      "Ian Campbell\n",
+      "got: Ian Campbell (332.864868), 2192 / 5749, 0.38.\n",
+      "Ian Gillan\n",
+      "got: Ian Gillan (591.88385), 2193 / 5749, 0.38.\n",
+      "Ian Huntley\n",
+      "got: Ian Huntley (330.315308), 2194 / 5749, 0.38.\n",
+      "Ian Knop\n",
+      "got: Ian Knop (236.894287), 2195 / 5749, 0.38.\n",
+      "Ian McKellen\n",
+      "got: Ian McKellen (880.139587), 2196 / 5749, 0.38.\n",
+      "Ian Moran\n",
+      "got: Ian Moran (335.007263), 2197 / 5749, 0.38.\n",
+      "Ian Smith\n",
+      "got: Ian Smith (520.731262), 2198 / 5749, 0.38.\n",
+      "Ian Thorpe\n",
+      "got: Ian Thorpe (599.277527), 2199 / 5749, 0.38.\n",
+      "Ian Wilmut\n",
+      "got: Ian Wilmut (438.292358), 2200 / 5749, 0.38.\n",
+      "Iban Mayo\n",
+      "got: Iban Mayo (408.043579), 2201 / 5749, 0.38.\n",
+      "Ibrahim Al-Marashi\n",
+      "got: Ibrahim Al-Marashi (370.770111), 2202 / 5749, 0.38.\n",
+      "Ibrahim Haddad\n",
+      "got: Ibrahim Haddad (273.11554), 2203 / 5749, 0.38.\n",
+      "Ibrahim Hilal\n",
+      "HTTP Error 503: Service Unavailable Ibrahim Hilal\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Ibrahim Hilal (19.952047), 2204 / 5749, 0.38.\n",
+      "Ibrahim Jaafari\n",
+      "got: Ibrahim Jaafari (208.3974), 2205 / 5749, 0.38.\n",
+      "Ibrahim Rugova\n",
+      "got: Ibrahim Rugova (441.435516), 2206 / 5749, 0.38.\n",
+      "Idi Amin\n",
+      "got: Idi Amin (661.817078), 2207 / 5749, 0.38.\n",
+      "Ignacio Antonio Velasco\n",
+      "got: Ignacio Antonio Velasco (309.711029), 2208 / 5749, 0.38.\n",
+      "Ignatius Wang\n",
+      "got: Ignatius Wang (99.775352), 2209 / 5749, 0.38.\n",
+      "Igor Ivanov\n",
+      "got: Igor Ivanov (375.750214), 2210 / 5749, 0.38.\n",
+      "Igor Trunov\n",
+      "got: Igor Trunov (321.904572), 2211 / 5749, 0.38.\n",
+      "Ilan Goldfajn\n",
+      "got: Ilan Goldfajn (389.074493), 2212 / 5749, 0.38.\n",
+      "Ilan Ramon\n",
+      "got: Ilan Ramon (457.539581), 2213 / 5749, 0.38.\n",
+      "Ilham Aliev\n",
+      "got: Ilham Aliev (277.014343), 2214 / 5749, 0.39.\n",
+      "Ilie Nastase\n",
+      "got: Ilie Nastase (607.228333), 2215 / 5749, 0.39.\n",
+      "Imad Khadduri\n",
+      "got: Imad Khadduri (138.468796), 2216 / 5749, 0.39.\n",
+      "Imad Moustapha\n",
+      "got: Imad Moustapha (270.443634), 2217 / 5749, 0.39.\n",
+      "Imam Samudra\n",
+      "got: Imam Samudra (453.679474), 2218 / 5749, 0.39.\n",
+      "Imelda Marcos\n",
+      "got: Imelda Marcos (614.218689), 2219 / 5749, 0.39.\n",
+      "Imran Khan\n",
+      "got: Imran Khan (1180.08374), 2220 / 5749, 0.39.\n",
+      "Imre Kertasz\n",
+      "got: Imre Kertasz (), 2221 / 5749, 0.39.\n",
+      "Inam-ul-Haq\n",
+      "got: Inam-ul-Haq (432.550232), 2222 / 5749, 0.39.\n",
+      "Infanta Cristina\n",
+      "got: Infanta Cristina (548.288696), 2223 / 5749, 0.39.\n",
+      "Inga Hall\n",
+      "got: Inga Hall (2.745046), 2224 / 5749, 0.39.\n",
+      "Ingrid Betancourt\n",
+      "got: Ingrid Betancourt (523.78595), 2225 / 5749, 0.39.\n",
+      "Inocencio Arias\n",
+      "got: Inocencio Arias (333.0271), 2226 / 5749, 0.39.\n",
+      "Intisar Ajouri\n",
+      "got: Intisar Ajouri (), 2227 / 5749, 0.39.\n",
+      "Ion Iliescu\n",
+      "got: Ion Iliescu (512.368225), 2228 / 5749, 0.39.\n",
+      "Ion Tiriac\n",
+      "got: Ion Tiriac (609.66449), 2229 / 5749, 0.39.\n",
+      "Ira Einhorn\n",
+      "got: Ira Einhorn (387.267212), 2230 / 5749, 0.39.\n",
+      "Iran Brown\n",
+      "got: Iran Brown (145.769424), 2231 / 5749, 0.39.\n",
+      "Irene Kahn\n",
+      "got: Irene Kahn (149.000977), 2232 / 5749, 0.39.\n",
+      "Irfan Ahmed\n",
+      "got: Irfan Ahmed (352.204254), 2233 / 5749, 0.39.\n",
+      "Irina Framtsova\n",
+      "got: Irina Framtsova (), 2234 / 5749, 0.39.\n",
+      "Irina Lobacheva\n",
+      "got: Irina Lobacheva (453.606873), 2235 / 5749, 0.39.\n",
+      "Irina Yatchenko\n",
+      "got: Irina Yatchenko (114.697899), 2236 / 5749, 0.39.\n",
+      "Irv Nathan\n",
+      "got: Irv Nathan (102.789253), 2237 / 5749, 0.39.\n",
+      "Irwan Fadzi Idris\n",
+      "got: Irwan Fadzi Idris (), 2238 / 5749, 0.39.\n",
+      "Isabel Orellana\n",
+      "got: Isabel Orellana (150.333359), 2239 / 5749, 0.39.\n",
+      "Isabela Moraes\n",
+      "got: Isabela Moraes (179.20047), 2240 / 5749, 0.39.\n",
+      "Isabella Rossellini\n",
+      "got: Isabella Rossellini (621.429077), 2241 / 5749, 0.39.\n",
+      "Isabelle Huppert\n",
+      "got: Isabelle Huppert (628.094299), 2242 / 5749, 0.39.\n",
+      "Isaiah Washington\n",
+      "got: Isaiah Washington (601.563232), 2243 / 5749, 0.39.\n",
+      "Ishaq Shahryar\n",
+      "got: Ishaq Shahryar (247.948059), 2244 / 5749, 0.39.\n",
+      "Isidro Pastor\n",
+      "got: Isidro Pastor (107.689285), 2245 / 5749, 0.39.\n",
+      "Islam Karimov\n",
+      "got: Islam Karimov (536.848022), 2246 / 5749, 0.39.\n",
+      "Ismael Miranda\n",
+      "got: Ismael Miranda (460.053436), 2247 / 5749, 0.39.\n",
+      "Ismail Abu Shanab\n",
+      "got: Ismail Abu Shanab (356.117615), 2248 / 5749, 0.39.\n",
+      "Ismail Cem\n",
+      "got: Ismail Cem (449.020355), 2249 / 5749, 0.39.\n",
+      "Ismail Khan\n",
+      "got: Ismail Khan (409.992523), 2250 / 5749, 0.39.\n",
+      "Ismail Merchant\n",
+      "got: Ismail Merchant (436.080841), 2251 / 5749, 0.39.\n",
+      "Itamar Franco\n",
+      "got: Itamar Franco (486.306671), 2252 / 5749, 0.39.\n",
+      "Itzhak Perlman\n",
+      "got: Itzhak Perlman (606.579651), 2253 / 5749, 0.39.\n",
+      "Iva Majoli\n",
+      "got: Iva Majoli (475.361206), 2254 / 5749, 0.39.\n",
+      "Ivan Helguera\n",
+      "got: Ivan Helguera (467.160431), 2255 / 5749, 0.39.\n",
+      "Ivan Lee\n",
+      "got: Ivan Lee (303.095459), 2256 / 5749, 0.39.\n",
+      "Ivan Shvedoff\n",
+      "got: Ivan Shvedoff (334.272217), 2257 / 5749, 0.39.\n",
+      "Ivan Stambolic\n",
+      "got: Ivan Stambolic (432.150085), 2258 / 5749, 0.39.\n",
+      "Ivana Trump\n",
+      "got: Ivana Trump (641.046448), 2259 / 5749, 0.39.\n",
+      "Iveta Benesova\n",
+      "got: Iveta Benesova (479.083405), 2260 / 5749, 0.39.\n",
+      "Ivo Dubs\n",
+      "got: Ivo Dubs (190.29039), 2261 / 5749, 0.39.\n",
+      "Izzat Ibrahim\n",
+      "got: Izzat Ibrahim (436.142578), 2262 / 5749, 0.39.\n",
+      "JC Chasez\n",
+      "got: JC Chasez (568.049805), 2263 / 5749, 0.39.\n",
+      "JJ Redick\n",
+      "got: JJ Redick (622.422363), 2264 / 5749, 0.39.\n",
+      "JK Rowling\n",
+      "got: JK Rowling (474.922363), 2265 / 5749, 0.39.\n",
+      "JP Suarez\n",
+      "got: JP Suarez (), 2266 / 5749, 0.39.\n",
+      "JT Snow\n",
+      "got: JT Snow (222.077271), 2267 / 5749, 0.39.\n",
+      "Jaap de Hoop Scheffer\n",
+      "got: Jaap de Hoop Scheffer (757.190796), 2268 / 5749, 0.39.\n",
+      "Jack Goodman\n",
+      "got: Jack Goodman (288.349701), 2269 / 5749, 0.39.\n",
+      "Jack Grubman\n",
+      "got: Jack Grubman (298.605927), 2270 / 5749, 0.39.\n",
+      "Jack Knowlton\n",
+      "got: Jack Knowlton (209.551636), 2271 / 5749, 0.40.\n",
+      "Jack LaLanne\n",
+      "got: Jack LaLanne (521.180908), 2272 / 5749, 0.40.\n",
+      "Jack Nicholson\n",
+      "got: Jack Nicholson (816.757996), 2273 / 5749, 0.40.\n",
+      "Jack Osbourne\n",
+      "got: Jack Osbourne (556.38031), 2274 / 5749, 0.40.\n",
+      "Jack Smith\n",
+      "got: Jack Smith (400.438049), 2275 / 5749, 0.40.\n",
+      "Jack Straw\n",
+      "got: Jack Straw (613.192505), 2276 / 5749, 0.40.\n",
+      "Jack Valenti\n",
+      "got: Jack Valenti (397.558441), 2277 / 5749, 0.40.\n",
+      "Jack Welch\n",
+      "got: Jack Welch (527.314575), 2278 / 5749, 0.40.\n",
+      "Jackie Chan\n",
+      "got: Jackie Chan (871.680237), 2279 / 5749, 0.40.\n",
+      "Jackie Dennis\n",
+      "got: Jackie Dennis (301.917297), 2280 / 5749, 0.40.\n",
+      "Jackie Sherrill\n",
+      "got: Jackie Sherrill (429.867767), 2281 / 5749, 0.40.\n",
+      "Jacky Cheung\n",
+      "got: Jacky Cheung (666.139771), 2282 / 5749, 0.40.\n",
+      "Jacob Frenkel\n",
+      "got: Jacob Frenkel (236.814743), 2283 / 5749, 0.40.\n",
+      "Jacqueline Edwards\n",
+      "got: Jacqueline Edwards (92.502495), 2284 / 5749, 0.40.\n",
+      "Jacqueline Gold\n",
+      "got: Jacqueline Gold (371.555695), 2285 / 5749, 0.40.\n",
+      "Jacqueline Marris\n",
+      "got: Jacqueline Marris (), 2286 / 5749, 0.40.\n",
+      "Jacqueline Obradors\n",
+      "got: Jacqueline Obradors (488.714661), 2287 / 5749, 0.40.\n",
+      "Jacques Chirac\n",
+      "got: Jacques Chirac (750.018066), 2288 / 5749, 0.40.\n",
+      "Jacques Kallis\n",
+      "got: Jacques Kallis (531.960144), 2289 / 5749, 0.40.\n",
+      "Jacques Rogge\n",
+      "got: Jacques Rogge (433.898041), 2290 / 5749, 0.40.\n",
+      "Jacques Villeneuve\n",
+      "got: Jacques Villeneuve (644.603333), 2291 / 5749, 0.40.\n",
+      "Jada Pinkett Smith\n",
+      "got: Jada Pinkett Smith (941.254089), 2292 / 5749, 0.40.\n",
+      "Jade Jagger\n",
+      "got: Jade Jagger (470.844269), 2293 / 5749, 0.40.\n",
+      "Jafar Umar Thalib\n",
+      "got: Jafar Umar Thalib (447.401855), 2294 / 5749, 0.40.\n",
+      "Jaime Orti\n",
+      "got: Jaime Orti (), 2295 / 5749, 0.40.\n",
+      "Jaime Pressly\n",
+      "got: Jaime Pressly (600.060669), 2296 / 5749, 0.40.\n",
+      "Jake Brace\n",
+      "got: Jake Brace (), 2297 / 5749, 0.40.\n",
+      "Jake Gyllenhaal\n",
+      "got: Jake Gyllenhaal (738.432556), 2298 / 5749, 0.40.\n",
+      "Jake Plummer\n",
+      "got: Jake Plummer (470.0224), 2299 / 5749, 0.40.\n",
+      "Jakob Kellenberger\n",
+      "got: Jakob Kellenberger (293.058228), 2300 / 5749, 0.40.\n",
+      "Jalal Talabani\n",
+      "got: Jalal Talabani (481.523773), 2301 / 5749, 0.40.\n",
+      "Jalen Rose\n",
+      "got: Jalen Rose (591.234619), 2302 / 5749, 0.40.\n",
+      "James Baker\n",
+      "got: James Baker (715.856506), 2303 / 5749, 0.40.\n",
+      "James Ballenger\n",
+      "got: James Ballenger (), 2304 / 5749, 0.40.\n",
+      "James Barksdale\n",
+      "got: James Barksdale (162.66893), 2305 / 5749, 0.40.\n",
+      "James Becker\n",
+      "got: James Becker (243.859192), 2306 / 5749, 0.40.\n",
+      "James Blake\n",
+      "got: James Blake (602.078918), 2307 / 5749, 0.40.\n",
+      "James Brazelton\n",
+      "got: James Brazelton (), 2308 / 5749, 0.40.\n",
+      "James Brosnahan\n",
+      "got: James Brosnahan (101.397148), 2309 / 5749, 0.40.\n",
+      "James Brown\n",
+      "got: James Brown (1240.61731), 2310 / 5749, 0.40.\n",
+      "James Butts\n",
+      "got: James Butts (213.613297), 2311 / 5749, 0.40.\n",
+      "James Caan\n",
+      "got: James Caan (626.508179), 2312 / 5749, 0.40.\n",
+      "James Cameron\n",
+      "got: James Cameron (723.033997), 2313 / 5749, 0.40.\n",
+      "James Carville\n",
+      "got: James Carville (546.829163), 2314 / 5749, 0.40.\n",
+      "James Coburn\n",
+      "got: James Coburn (606.621643), 2315 / 5749, 0.40.\n",
+      "James Collinson\n",
+      "got: James Collinson (340.42926), 2316 / 5749, 0.40.\n",
+      "James Comey\n",
+      "got: James Comey (680.271606), 2317 / 5749, 0.40.\n",
+      "James Coviello\n",
+      "got: James Coviello (), 2318 / 5749, 0.40.\n",
+      "James Cunningham\n",
+      "got: James Cunningham (334.747498), 2319 / 5749, 0.40.\n",
+      "James Dingemans\n",
+      "got: James Dingemans (264.725006), 2320 / 5749, 0.40.\n",
+      "James Franco\n",
+      "got: James Franco (754.671387), 2321 / 5749, 0.40.\n",
+      "James Gandolfini\n",
+      "got: James Gandolfini (640.243408), 2322 / 5749, 0.40.\n",
+      "James Gibson\n",
+      "got: James Gibson (382.411285), 2323 / 5749, 0.40.\n",
+      "James Hakett\n",
+      "got: James Hakett (), 2324 / 5749, 0.40.\n",
+      "James Hallock\n",
+      "got: James Hallock (114.274849), 2325 / 5749, 0.40.\n",
+      "James Harris\n",
+      "got: James Harris (711.357544), 2326 / 5749, 0.40.\n",
+      "James Hill\n",
+      "got: James Hill (407.788849), 2327 / 5749, 0.40.\n",
+      "James Hoffa\n",
+      "got: James Hoffa (292.157745), 2328 / 5749, 0.40.\n",
+      "James Hughes\n",
+      "got: James Hughes (374.212921), 2329 / 5749, 0.41.\n",
+      "James Ivory\n",
+      "got: James Ivory (530.128113), 2330 / 5749, 0.41.\n",
+      "James Jones\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: James Jones (504.666809), 2331 / 5749, 0.41.\n",
+      "James Kelly\n",
+      "got: James Kelly (401.012512), 2332 / 5749, 0.41.\n",
+      "James Kirtley\n",
+      "got: James Kirtley (325.970886), 2333 / 5749, 0.41.\n",
+      "James Kopp\n",
+      "got: James Kopp (133.35791), 2334 / 5749, 0.41.\n",
+      "James Layug\n",
+      "got: James Layug (), 2335 / 5749, 0.41.\n",
+      "James Lockhart\n",
+      "got: James Lockhart (345.876343), 2336 / 5749, 0.41.\n",
+      "James Maguire\n",
+      "got: James Maguire (188.908188), 2337 / 5749, 0.41.\n",
+      "James Mathis\n",
+      "got: James Mathis (222.037888), 2338 / 5749, 0.41.\n",
+      "James May\n",
+      "got: James May (553.177246), 2339 / 5749, 0.41.\n",
+      "James McGreevey\n",
+      "got: James McGreevey (250.652924), 2340 / 5749, 0.41.\n",
+      "James McMahon\n",
+      "got: James McMahon (267.494385), 2341 / 5749, 0.41.\n",
+      "James McPherson\n",
+      "got: James McPherson (261.808105), 2342 / 5749, 0.41.\n",
+      "James Meeks\n",
+      "got: James Meeks (335.737), 2343 / 5749, 0.41.\n",
+      "James Meredeth\n",
+      "got: James Meredeth (), 2344 / 5749, 0.41.\n",
+      "James Morris\n",
+      "got: James Morris (378.177643), 2345 / 5749, 0.41.\n",
+      "James Murdoch\n",
+      "got: James Murdoch (486.085785), 2346 / 5749, 0.41.\n",
+      "James Parker\n",
+      "got: James Parker (407.407196), 2347 / 5749, 0.41.\n",
+      "James Phelps\n",
+      "got: James Phelps (368.391571), 2348 / 5749, 0.41.\n",
+      "James Roberts\n",
+      "got: James Roberts (430.891235), 2349 / 5749, 0.41.\n",
+      "James Robertson Jr\n",
+      "got: James Robertson Jr (178.031097), 2350 / 5749, 0.41.\n",
+      "James Schultz\n",
+      "got: James Schultz (150.88858), 2351 / 5749, 0.41.\n",
+      "James Sensenbrenner\n",
+      "got: James Sensenbrenner (669.313293), 2352 / 5749, 0.41.\n",
+      "James Smith\n",
+      "got: James Smith (431.566528), 2353 / 5749, 0.41.\n",
+      "James Spalding\n",
+      "got: James Spalding (135.579651), 2354 / 5749, 0.41.\n",
+      "James Traficant\n",
+      "got: James Traficant (508.536682), 2355 / 5749, 0.41.\n",
+      "James W Kennedy\n",
+      "got: James W Kennedy (188.906326), 2356 / 5749, 0.41.\n",
+      "James Wallack\n",
+      "got: James Wallack (33.806629), 2357 / 5749, 0.41.\n",
+      "James Watt\n",
+      "got: James Watt (734.832825), 2358 / 5749, 0.41.\n",
+      "James Wattana\n",
+      "got: James Wattana (441.114777), 2359 / 5749, 0.41.\n",
+      "James Williams\n",
+      "got: James Williams (454.158264), 2360 / 5749, 0.41.\n",
+      "James Wolfensohn\n",
+      "got: James Wolfensohn (380.245087), 2361 / 5749, 0.41.\n",
+      "James Young\n",
+      "got: James Young (480.547272), 2362 / 5749, 0.41.\n",
+      "Jamie Carey\n",
+      "got: Jamie Carey (293.13562), 2363 / 5749, 0.41.\n",
+      "Jamie Cooke\n",
+      "got: Jamie Cooke (185.658142), 2364 / 5749, 0.41.\n",
+      "Jamie Dimon\n",
+      "got: Jamie Dimon (574.374146), 2365 / 5749, 0.41.\n",
+      "Jamie Kellner\n",
+      "got: Jamie Kellner (306.666901), 2366 / 5749, 0.41.\n",
+      "Jamie King\n",
+      "got: Jamie King (300.896698), 2367 / 5749, 0.41.\n",
+      "Jamie Lee Curtis\n",
+      "got: Jamie Lee Curtis (928.973572), 2368 / 5749, 0.41.\n",
+      "Jamie Martin\n",
+      "got: Jamie Martin (349.465515), 2369 / 5749, 0.41.\n",
+      "Jamie Olis\n",
+      "got: Jamie Olis (), 2370 / 5749, 0.41.\n",
+      "Jamie Villafane\n",
+      "got: Jamie Villafane (), 2371 / 5749, 0.41.\n",
+      "Jamir Miller\n",
+      "got: Jamir Miller (337.825989), 2372 / 5749, 0.41.\n",
+      "Jamling Norgay\n",
+      "got: Jamling Norgay (161.391708), 2373 / 5749, 0.41.\n",
+      "Jan-Michael Gambill\n",
+      "got: Jan-Michael Gambill (606.839233), 2374 / 5749, 0.41.\n",
+      "Jan Bjoerklund\n",
+      "got: Jan Bjoerklund (), 2375 / 5749, 0.41.\n",
+      "Jan De Bont\n",
+      "got: Jan De Bont (624.65979), 2376 / 5749, 0.41.\n",
+      "Jan Paul Miller\n",
+      "got: Jan Paul Miller (), 2377 / 5749, 0.41.\n",
+      "Jan Peter Balkenende\n",
+      "got: Jan Peter Balkenende (684.460083), 2378 / 5749, 0.41.\n",
+      "Jan Petersen\n",
+      "got: Jan Petersen (401.341309), 2379 / 5749, 0.41.\n",
+      "Jan Pronk\n",
+      "got: Jan Pronk (409.402496), 2380 / 5749, 0.41.\n",
+      "Jan Ullrich\n",
+      "got: Jan Ullrich (704.376099), 2381 / 5749, 0.41.\n",
+      "Jan van Breda Kolff\n",
+      "got: Jan van Breda Kolff (579.954468), 2382 / 5749, 0.41.\n",
+      "Jana Henke\n",
+      "got: Jana Henke (294.563202), 2383 / 5749, 0.41.\n",
+      "Jana Pittman\n",
+      "got: Jana Pittman (423.550385), 2384 / 5749, 0.41.\n",
+      "Jane Clayson\n",
+      "got: Jane Clayson (282.266327), 2385 / 5749, 0.41.\n",
+      "Jane Fonda\n",
+      "got: Jane Fonda (774.511108), 2386 / 5749, 0.42.\n",
+      "Jane Kaczmarek\n",
+      "got: Jane Kaczmarek (555.665405), 2387 / 5749, 0.42.\n",
+      "Jane Krakowski\n",
+      "got: Jane Krakowski (623.758118), 2388 / 5749, 0.42.\n",
+      "Jane Leeves\n",
+      "got: Jane Leeves (530.383911), 2389 / 5749, 0.42.\n",
+      "Jane Menelaus\n",
+      "got: Jane Menelaus (367.146332), 2390 / 5749, 0.42.\n",
+      "Jane Pauley\n",
+      "got: Jane Pauley (495.83136), 2391 / 5749, 0.42.\n",
+      "Jane Riley\n",
+      "got: Jane Riley (263.937012), 2392 / 5749, 0.42.\n",
+      "Jane Rooney\n",
+      "got: Jane Rooney (157.636169), 2393 / 5749, 0.42.\n",
+      "Jane Russell\n",
+      "got: Jane Russell (566.856934), 2394 / 5749, 0.42.\n",
+      "Jane Walker Wood\n",
+      "got: Jane Walker Wood (409.692383), 2395 / 5749, 0.42.\n",
+      "Janela Jara\n",
+      "got: Janela Jara (), 2396 / 5749, 0.42.\n",
+      "Janet Chandler\n",
+      "got: Janet Chandler (220.807999), 2397 / 5749, 0.42.\n",
+      "Janet Crawford\n",
+      "got: Janet Crawford (137.422668), 2398 / 5749, 0.42.\n",
+      "Janet Ecker\n",
+      "got: Janet Ecker (309.950348), 2399 / 5749, 0.42.\n",
+      "Janet Horvath\n",
+      "got: Janet Horvath (178.94577), 2400 / 5749, 0.42.\n",
+      "Janet Leigh\n",
+      "got: Janet Leigh (601.925598), 2401 / 5749, 0.42.\n",
+      "Janet Napolitano\n",
+      "got: Janet Napolitano (498.252228), 2402 / 5749, 0.42.\n",
+      "Janet Thorpe\n",
+      "got: Janet Thorpe (7.12892), 2403 / 5749, 0.42.\n",
+      "Janette Husarova\n",
+      "got: Janette Husarova (390.442322), 2404 / 5749, 0.42.\n",
+      "Janez Drnovsek\n",
+      "got: Janez Drnovsek (436.113983), 2405 / 5749, 0.42.\n",
+      "Janica Kostelic\n",
+      "got: Janica Kostelic (480.563202), 2406 / 5749, 0.42.\n",
+      "Janice Abreu\n",
+      "got: Janice Abreu (), 2407 / 5749, 0.42.\n",
+      "Janice Goldfinger\n",
+      "got: Janice Goldfinger (165.621323), 2408 / 5749, 0.42.\n",
+      "Janine Pietsch\n",
+      "got: Janine Pietsch (346.955536), 2409 / 5749, 0.42.\n",
+      "Janis Ruth Coulter\n",
+      "got: Janis Ruth Coulter (), 2410 / 5749, 0.42.\n",
+      "Janusz Kaminski\n",
+      "got: Janusz Kaminski (498.50354), 2411 / 5749, 0.42.\n",
+      "Jaouad Gharib\n",
+      "got: Jaouad Gharib (337.021515), 2412 / 5749, 0.42.\n",
+      "Jaqueline Godoy\n",
+      "got: Jaqueline Godoy (), 2413 / 5749, 0.42.\n",
+      "Jaromir Jagr\n",
+      "got: Jaromir Jagr (610.742493), 2414 / 5749, 0.42.\n",
+      "Jason Alexander\n",
+      "got: Jason Alexander (618.567261), 2415 / 5749, 0.42.\n",
+      "Jason Bentley\n",
+      "got: Jason Bentley (353.703949), 2416 / 5749, 0.42.\n",
+      "Jason Biggs\n",
+      "got: Jason Biggs (606.512878), 2417 / 5749, 0.42.\n",
+      "Jason Campbell\n",
+      "got: Jason Campbell (496.597748), 2418 / 5749, 0.42.\n",
+      "Jason Clermont\n",
+      "got: Jason Clermont (347.365753), 2419 / 5749, 0.42.\n",
+      "Jason Gardner\n",
+      "got: Jason Gardner (389.005127), 2420 / 5749, 0.42.\n",
+      "Jason Jennings\n",
+      "got: Jason Jennings (393.083435), 2421 / 5749, 0.42.\n",
+      "Jason Kapono\n",
+      "got: Jason Kapono (443.484009), 2422 / 5749, 0.42.\n",
+      "Jason Keep\n",
+      "got: Jason Keep (298.321686), 2423 / 5749, 0.42.\n",
+      "Jason Kidd\n",
+      "got: Jason Kidd (679.399414), 2424 / 5749, 0.42.\n",
+      "Jason Lezak\n",
+      "got: Jason Lezak (485.276398), 2425 / 5749, 0.42.\n",
+      "Jason Mewes\n",
+      "got: Jason Mewes (514.510071), 2426 / 5749, 0.42.\n",
+      "Jason Petty\n",
+      "got: Jason Petty (277.51944), 2427 / 5749, 0.42.\n",
+      "Jason Priestley\n",
+      "got: Jason Priestley (598.176147), 2428 / 5749, 0.42.\n",
+      "Jason Sehorn\n",
+      "got: Jason Sehorn (476.6008), 2429 / 5749, 0.42.\n",
+      "Jason Sorens\n",
+      "got: Jason Sorens (281.867188), 2430 / 5749, 0.42.\n",
+      "Jason Statham\n",
+      "got: Jason Statham (732.356445), 2431 / 5749, 0.42.\n",
+      "Jason Vale\n",
+      "got: Jason Vale (412.949402), 2432 / 5749, 0.42.\n",
+      "Jason White\n",
+      "got: Jason White (479.510834), 2433 / 5749, 0.42.\n",
+      "Javier Bardem\n",
+      "got: Javier Bardem (731.420288), 2434 / 5749, 0.42.\n",
+      "Javier Camara\n",
+      "got: Javier Camara (479.046875), 2435 / 5749, 0.42.\n",
+      "Javier Delgado\n",
+      "got: Javier Delgado (366.00119), 2436 / 5749, 0.42.\n",
+      "Javier Saviola\n",
+      "got: Javier Saviola (573.57373), 2437 / 5749, 0.42.\n",
+      "Javier Solana\n",
+      "got: Javier Solana (569.033752), 2438 / 5749, 0.42.\n",
+      "Javier Vargas\n",
+      "got: Javier Vargas (366.382111), 2439 / 5749, 0.42.\n",
+      "Javier Vazquez\n",
+      "got: Javier Vazquez (431.850159), 2440 / 5749, 0.42.\n",
+      "Javier Weber\n",
+      "got: Javier Weber (324.017883), 2441 / 5749, 0.42.\n",
+      "Javier Zanetti\n",
+      "got: Javier Zanetti (588.982544), 2442 / 5749, 0.42.\n",
+      "Jawad Boulus\n",
+      "got: Jawad Boulus (), 2443 / 5749, 0.42.\n",
+      "Jay Garner\n",
+      "got: Jay Garner (358.662659), 2444 / 5749, 0.43.\n",
+      "Jay Leno\n",
+      "got: Jay Leno (664.65741), 2445 / 5749, 0.43.\n",
+      "Jay Rasulo\n",
+      "got: Jay Rasulo (321.538239), 2446 / 5749, 0.43.\n",
+      "Jaymon Crabb\n",
+      "got: Jaymon Crabb (279.993378), 2447 / 5749, 0.43.\n",
+      "Jayne Yarris\n",
+      "got: Jayne Yarris (134.804199), 2448 / 5749, 0.43.\n",
+      "Jayson Williams\n",
+      "got: Jayson Williams (458.829163), 2449 / 5749, 0.43.\n",
+      "Jean-Claude Braquet\n",
+      "got: Jean-Claude Braquet (), 2450 / 5749, 0.43.\n",
+      "Jean-Claude Juncker\n",
+      "got: Jean-Claude Juncker (1099.004028), 2451 / 5749, 0.43.\n",
+      "Jean-Claude Trichet\n",
+      "got: Jean-Claude Trichet (606.039856), 2452 / 5749, 0.43.\n",
+      "Jean-Claude Van Damme\n",
+      "got: Jean-Claude Van Damme (1287.082275), 2453 / 5749, 0.43.\n",
+      "Jean-David Levitte\n",
+      "got: Jean-David Levitte (426.069641), 2454 / 5749, 0.43.\n",
+      "Jean-Francois Lemounier\n",
+      "got: Jean-Francois Lemounier (), 2455 / 5749, 0.43.\n",
+      "Jean-Francois Pontal\n",
+      "got: Jean-Francois Pontal (315.192291), 2456 / 5749, 0.43.\n",
+      "Jean-Luc Bideau\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Jean-Luc Bideau (592.05542), 2457 / 5749, 0.43.\n",
+      "Jean-Marc Olive\n",
+      "got: Jean-Marc Olive (), 2458 / 5749, 0.43.\n",
+      "Jean-Marc de La Sabliere\n",
+      "got: Jean-Marc de La Sabliere (581.999939), 2459 / 5749, 0.43.\n",
+      "Jean-Patrick Nazon\n",
+      "got: Jean-Patrick Nazon (492.699188), 2460 / 5749, 0.43.\n",
+      "Jean-Pierre Bemba\n",
+      "got: Jean-Pierre Bemba (754.376709), 2461 / 5749, 0.43.\n",
+      "Jean-Pierre Raffarin\n",
+      "got: Jean-Pierre Raffarin (675.951538), 2462 / 5749, 0.43.\n",
+      "Jean-Rene Fourtou\n",
+      "got: Jean-Rene Fourtou (386.628357), 2463 / 5749, 0.43.\n",
+      "Jean-Sebastien Giguere\n",
+      "got: Jean-Sebastien Giguere (574.141052), 2464 / 5749, 0.43.\n",
+      "Jean Brumley\n",
+      "got: Jean Brumley (), 2465 / 5749, 0.43.\n",
+      "Jean Carnahan\n",
+      "got: Jean Carnahan (368.148041), 2466 / 5749, 0.43.\n",
+      "Jean Charest\n",
+      "got: Jean Charest (476.346069), 2467 / 5749, 0.43.\n",
+      "Jean Chretien\n",
+      "got: Jean Chretien (792.036438), 2468 / 5749, 0.43.\n",
+      "Jean Nagel\n",
+      "got: Jean Nagel (15.651214), 2469 / 5749, 0.43.\n",
+      "Jean Todt\n",
+      "got: Jean Todt (529.367737), 2470 / 5749, 0.43.\n",
+      "Jeane Kirkpatrick\n",
+      "got: Jeane Kirkpatrick (449.585388), 2471 / 5749, 0.43.\n",
+      "Jeanette Gray\n",
+      "got: Jeanette Gray (225.769348), 2472 / 5749, 0.43.\n",
+      "Jeanette Stauffer\n",
+      "got: Jeanette Stauffer (), 2473 / 5749, 0.43.\n",
+      "Jeanne Anne Schroeder\n",
+      "got: Jeanne Anne Schroeder (), 2474 / 5749, 0.43.\n",
+      "Jeanne Moreau\n",
+      "got: Jeanne Moreau (605.209534), 2475 / 5749, 0.43.\n",
+      "Jeannette Biedermann\n",
+      "got: Jeannette Biedermann (), 2476 / 5749, 0.43.\n",
+      "Jeb Bush\n",
+      "got: Jeb Bush (983.751282), 2477 / 5749, 0.43.\n",
+      "Jeff Bridges\n",
+      "got: Jeff Bridges (698.426941), 2478 / 5749, 0.43.\n",
+      "Jeff Bzdelik\n",
+      "got: Jeff Bzdelik (361.937317), 2479 / 5749, 0.43.\n",
+      "Jeff Dederian\n",
+      "got: Jeff Dederian (), 2480 / 5749, 0.43.\n",
+      "Jeff Feldman\n",
+      "got: Jeff Feldman (152.412521), 2481 / 5749, 0.43.\n",
+      "Jeff George\n",
+      "got: Jeff George (502.036743), 2482 / 5749, 0.43.\n",
+      "Jeff Hornacek\n",
+      "got: Jeff Hornacek (480.080841), 2483 / 5749, 0.43.\n",
+      "Jeff Roehm\n",
+      "got: Jeff Roehm (), 2484 / 5749, 0.43.\n",
+      "Jeff Schiffner\n",
+      "got: Jeff Schiffner (7.435415), 2485 / 5749, 0.43.\n",
+      "Jeff Van Gundy\n",
+      "got: Jeff Van Gundy (664.071594), 2486 / 5749, 0.43.\n",
+      "Jeff Weaver\n",
+      "got: Jeff Weaver (415.425751), 2487 / 5749, 0.43.\n",
+      "Jefferson Perez\n",
+      "got: Jefferson Perez (495.444824), 2488 / 5749, 0.43.\n",
+      "Jeffery Hendren\n",
+      "got: Jeffery Hendren (), 2489 / 5749, 0.43.\n",
+      "Jeffery Strelzin\n",
+      "got: Jeffery Strelzin (), 2490 / 5749, 0.43.\n",
+      "Jeffrey Archer\n",
+      "got: Jeffrey Archer (635.536011), 2491 / 5749, 0.43.\n",
+      "Jeffrey Ashby\n",
+      "got: Jeffrey Ashby (334.711334), 2492 / 5749, 0.43.\n",
+      "Jeffrey Donaldson\n",
+      "got: Jeffrey Donaldson (402.334686), 2493 / 5749, 0.43.\n",
+      "Jeffrey Immelt\n",
+      "got: Jeffrey Immelt (242.917877), 2494 / 5749, 0.43.\n",
+      "Jeffrey Jones\n",
+      "got: Jeffrey Jones (527.22699), 2495 / 5749, 0.43.\n",
+      "Jeffrey Katzenberg\n",
+      "<urlopen error [Errno 104] Connection reset by peer> Jeffrey Katzenberg\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Jeffrey Katzenberg (534.020081), 2496 / 5749, 0.43.\n",
+      "Jeffrey Pfeffer\n",
+      "got: Jeffrey Pfeffer (379.979187), 2497 / 5749, 0.43.\n",
+      "Jeffrey Scott Postell\n",
+      "got: Jeffrey Scott Postell (), 2498 / 5749, 0.43.\n",
+      "Jelena Dokic\n",
+      "got: Jelena Dokic (557.690796), 2499 / 5749, 0.43.\n",
+      "Jen Bice\n",
+      "got: Jen Bice (), 2500 / 5749, 0.43.\n",
+      "Jen Schefft\n",
+      "got: Jen Schefft (397.420685), 2501 / 5749, 0.44.\n",
+      "Jenna Elfman\n",
+      "got: Jenna Elfman (585.222168), 2502 / 5749, 0.44.\n",
+      "Jennette Bradley\n",
+      "got: Jennette Bradley (293.852661), 2503 / 5749, 0.44.\n",
+      "Jennie Finch\n",
+      "got: Jennie Finch (528.692932), 2504 / 5749, 0.44.\n",
+      "Jennie Garth\n",
+      "got: Jennie Garth (587.056335), 2505 / 5749, 0.44.\n",
+      "Jennifer Aniston\n",
+      "got: Jennifer Aniston (821.391418), 2506 / 5749, 0.44.\n",
+      "Jennifer Capriati\n",
+      "got: Jennifer Capriati (583.299805), 2507 / 5749, 0.44.\n",
+      "Jennifer Connelly\n",
+      "got: Jennifer Connelly (719.29187), 2508 / 5749, 0.44.\n",
+      "Jennifer Furminger\n",
+      "got: Jennifer Furminger (), 2509 / 5749, 0.44.\n",
+      "Jennifer Garner\n",
+      "got: Jennifer Garner (722.795471), 2510 / 5749, 0.44.\n",
+      "Jennifer Granholm\n",
+      "got: Jennifer Granholm (540.521179), 2511 / 5749, 0.44.\n",
+      "Jennifer Gratz\n",
+      "got: Jennifer Gratz (144.914062), 2512 / 5749, 0.44.\n",
+      "Jennifer Keller\n",
+      "got: Jennifer Keller (367.38089), 2513 / 5749, 0.44.\n",
+      "Jennifer Lopez\n",
+      "got: Jennifer Lopez (924.845093), 2514 / 5749, 0.44.\n",
+      "Jennifer Love Hewitt\n",
+      "got: Jennifer Love Hewitt (947.833618), 2515 / 5749, 0.44.\n",
+      "Jennifer McCoy\n",
+      "got: Jennifer McCoy (131.891891), 2516 / 5749, 0.44.\n",
+      "Jennifer Murray\n",
+      "got: Jennifer Murray (281.862), 2517 / 5749, 0.44.\n",
+      "Jennifer Pena\n",
+      "got: Jennifer Pena (470.041992), 2518 / 5749, 0.44.\n",
+      "Jennifer Reilly\n",
+      "got: Jennifer Reilly (263.661163), 2519 / 5749, 0.44.\n",
+      "Jennifer Renee Short\n",
+      "got: Jennifer Renee Short (), 2520 / 5749, 0.44.\n",
+      "Jennifer Rodriguez\n",
+      "got: Jennifer Rodriguez (360.559967), 2521 / 5749, 0.44.\n",
+      "Jennifer Thompson\n",
+      "got: Jennifer Thompson (266.916412), 2522 / 5749, 0.44.\n",
+      "Jennifer Tilly\n",
+      "got: Jennifer Tilly (623.880798), 2523 / 5749, 0.44.\n",
+      "Jenny Romero\n",
+      "got: Jenny Romero (8.557578), 2524 / 5749, 0.44.\n",
+      "Jens Lehmann\n",
+      "got: Jens Lehmann (564.75592), 2525 / 5749, 0.44.\n",
+      "Jeong Se-hyun\n",
+      "got: Jeong Se-hyun (442.26828), 2526 / 5749, 0.44.\n",
+      "Jerelle Kraus\n",
+      "got: Jerelle Kraus (237.997894), 2527 / 5749, 0.44.\n",
+      "Jeremy Fogel\n",
+      "got: Jeremy Fogel (295.43396), 2528 / 5749, 0.44.\n",
+      "Jeremy Gompertz\n",
+      "got: Jeremy Gompertz (145.76976), 2529 / 5749, 0.44.\n",
+      "Jeremy Greenstock\n",
+      "got: Jeremy Greenstock (312.433807), 2530 / 5749, 0.44.\n",
+      "Jeremy Shockey\n",
+      "got: Jeremy Shockey (495.654114), 2531 / 5749, 0.44.\n",
+      "Jeremy Wotherspoon\n",
+      "got: Jeremy Wotherspoon (357.985138), 2532 / 5749, 0.44.\n",
+      "Jeri Ryan\n",
+      "got: Jeri Ryan (595.889954), 2533 / 5749, 0.44.\n",
+      "Jerome Golmard\n",
+      "got: Jerome Golmard (402.992249), 2534 / 5749, 0.44.\n",
+      "Jerome Jenkins\n",
+      "got: Jerome Jenkins (295.255615), 2535 / 5749, 0.44.\n",
+      "Jerry Angelo\n",
+      "got: Jerry Angelo (311.104218), 2536 / 5749, 0.44.\n",
+      "Jerry Bruckheimer\n",
+      "got: Jerry Bruckheimer (582.938538), 2537 / 5749, 0.44.\n",
+      "Jerry Colangelo\n",
+      "got: Jerry Colangelo (474.462311), 2538 / 5749, 0.44.\n",
+      "Jerry Falwell\n",
+      "got: Jerry Falwell (564.520569), 2539 / 5749, 0.44.\n",
+      "Jerry Hall\n",
+      "got: Jerry Hall (548.13269), 2540 / 5749, 0.44.\n",
+      "Jerry Jones\n",
+      "got: Jerry Jones (621.011475), 2541 / 5749, 0.44.\n",
+      "Jerry Lewis\n",
+      "got: Jerry Lewis (846.963318), 2542 / 5749, 0.44.\n",
+      "Jerry McEntee\n",
+      "got: Jerry McEntee (111.204201), 2543 / 5749, 0.44.\n",
+      "Jerry Oliver\n",
+      "got: Jerry Oliver (193.214127), 2544 / 5749, 0.44.\n",
+      "Jerry Pauley\n",
+      "got: Jerry Pauley (3.072008), 2545 / 5749, 0.44.\n",
+      "Jerry Regier\n",
+      "got: Jerry Regier (258.380554), 2546 / 5749, 0.44.\n",
+      "Jerry Rice\n",
+      "got: Jerry Rice (661.930725), 2547 / 5749, 0.44.\n",
+      "Jerry Seinfeld\n",
+      "got: Jerry Seinfeld (684.766724), 2548 / 5749, 0.44.\n",
+      "Jerry Sexton\n",
+      "got: Jerry Sexton (265.660553), 2549 / 5749, 0.44.\n",
+      "Jerry Sloan\n",
+      "got: Jerry Sloan (531.372009), 2550 / 5749, 0.44.\n",
+      "Jerry Springer\n",
+      "got: Jerry Springer (637.594971), 2551 / 5749, 0.44.\n",
+      "Jerry Tarkanian\n",
+      "got: Jerry Tarkanian (474.71521), 2552 / 5749, 0.44.\n",
+      "Jesper Parnevik\n",
+      "got: Jesper Parnevik (487.036591), 2553 / 5749, 0.44.\n",
+      "Jesse Harris\n",
+      "got: Jesse Harris (430.651062), 2554 / 5749, 0.44.\n",
+      "Jesse Helms\n",
+      "got: Jesse Helms (568.395569), 2555 / 5749, 0.44.\n",
+      "Jesse Jackson\n",
+      "got: Jesse Jackson (1175.257202), 2556 / 5749, 0.44.\n",
+      "Jesse James\n",
+      "got: Jesse James (807.677368), 2557 / 5749, 0.44.\n",
+      "Jesse James Leija\n",
+      "got: Jesse James Leija (468.536774), 2558 / 5749, 0.44.\n",
+      "Jesse Ventura\n",
+      "got: Jesse Ventura (659.800781), 2559 / 5749, 0.45.\n",
+      "Jessica Alba\n",
+      "got: Jessica Alba (720.645813), 2560 / 5749, 0.45.\n",
+      "Jessica Biel\n",
+      "got: Jessica Biel (697.972473), 2561 / 5749, 0.45.\n",
+      "Jessica Brungo\n",
+      "got: Jessica Brungo (262.46936), 2562 / 5749, 0.45.\n",
+      "Jessica Capshaw\n",
+      "got: Jessica Capshaw (564.918396), 2563 / 5749, 0.45.\n",
+      "Jessica Lange\n",
+      "got: Jessica Lange (715.98053), 2564 / 5749, 0.45.\n",
+      "Jessica Lynch\n",
+      "got: Jessica Lynch (516.276367), 2565 / 5749, 0.45.\n",
+      "Jessica Simpson\n",
+      "got: Jessica Simpson (702.225647), 2566 / 5749, 0.45.\n",
+      "Jesus Cardenal\n",
+      "got: Jesus Cardenal (339.895477), 2567 / 5749, 0.45.\n",
+      "Jewel Howard-Taylor\n",
+      "got: Jewel Howard-Taylor (439.052429), 2568 / 5749, 0.45.\n",
+      "Jia Qinglin\n",
+      "got: Jia Qinglin (446.774048), 2569 / 5749, 0.45.\n",
+      "Jiang Zemin\n",
+      "got: Jiang Zemin (699.179993), 2570 / 5749, 0.45.\n",
+      "Jim Abbott\n",
+      "got: Jim Abbott (534.96344), 2571 / 5749, 0.45.\n",
+      "Jim Ahern\n",
+      "got: Jim Ahern (282.670776), 2572 / 5749, 0.45.\n",
+      "Jim Anderson\n",
+      "got: Jim Anderson (343.535797), 2573 / 5749, 0.45.\n",
+      "Jim Beattie\n",
+      "got: Jim Beattie (337.779083), 2574 / 5749, 0.45.\n",
+      "Jim Bollman\n",
+      "got: Jim Bollman (317.541443), 2575 / 5749, 0.45.\n",
+      "Jim Bunning\n",
+      "got: Jim Bunning (598.008667), 2576 / 5749, 0.45.\n",
+      "Jim Calhoun\n",
+      "got: Jim Calhoun (493.53717), 2577 / 5749, 0.45.\n",
+      "Jim Cantalupo\n",
+      "got: Jim Cantalupo (349.972778), 2578 / 5749, 0.45.\n",
+      "Jim Carrey\n",
+      "got: Jim Carrey (771.761902), 2579 / 5749, 0.45.\n",
+      "Jim Doyle\n",
+      "got: Jim Doyle (400.6409), 2580 / 5749, 0.45.\n",
+      "Jim Edmonds\n",
+      "got: Jim Edmonds (529.870361), 2581 / 5749, 0.45.\n",
+      "Jim Fassel\n",
+      "got: Jim Fassel (418.110413), 2582 / 5749, 0.45.\n",
+      "Jim Flaherty\n",
+      "got: Jim Flaherty (416.833832), 2583 / 5749, 0.45.\n",
+      "Jim Freudenberg\n",
+      "got: Jim Freudenberg (), 2584 / 5749, 0.45.\n",
+      "Jim Furyk\n",
+      "got: Jim Furyk (548.052124), 2585 / 5749, 0.45.\n",
+      "Jim Greenwood\n",
+      "got: Jim Greenwood (215.33226), 2586 / 5749, 0.45.\n",
+      "Jim Hahn\n",
+      "got: Jim Hahn (127.628304), 2587 / 5749, 0.45.\n",
+      "Jim Hardin\n",
+      "got: Jim Hardin (392.372681), 2588 / 5749, 0.45.\n",
+      "Jim Harrick\n",
+      "got: Jim Harrick (373.941681), 2589 / 5749, 0.45.\n",
+      "Jim Haslett\n",
+      "got: Jim Haslett (418.583221), 2590 / 5749, 0.45.\n",
+      "Jim Hendry\n",
+      "got: Jim Hendry (353.871429), 2591 / 5749, 0.45.\n",
+      "Jim Jeffords\n",
+      "got: Jim Jeffords (433.31012), 2592 / 5749, 0.45.\n",
+      "Jim Kelly\n",
+      "got: Jim Kelly (641.682739), 2593 / 5749, 0.45.\n",
+      "Jim Leach\n",
+      "got: Jim Leach (414.624634), 2594 / 5749, 0.45.\n",
+      "Jim Letten\n",
+      "got: Jim Letten (299.248718), 2595 / 5749, 0.45.\n",
+      "Jim Nochols\n",
+      "got: Jim Nochols (), 2596 / 5749, 0.45.\n",
+      "Jim OBrien\n",
+      "got: Jim OBrien (101.270912), 2597 / 5749, 0.45.\n",
+      "Jim Otto\n",
+      "got: Jim Otto (474.559296), 2598 / 5749, 0.45.\n",
+      "Jim Parque\n",
+      "got: Jim Parque (342.187378), 2599 / 5749, 0.45.\n",
+      "Jim Paxson\n",
+      "got: Jim Paxson (381.617523), 2600 / 5749, 0.45.\n",
+      "Jim Piper\n",
+      "got: Jim Piper (294.7229), 2601 / 5749, 0.45.\n",
+      "Jim Ryan\n",
+      "got: Jim Ryan (303.219421), 2602 / 5749, 0.45.\n",
+      "Jim Schwarz\n",
+      "got: Jim Schwarz (67.87764), 2603 / 5749, 0.45.\n",
+      "Jim Spinoza\n",
+      "got: Jim Spinoza (), 2604 / 5749, 0.45.\n",
+      "Jim Sterk\n",
+      "got: Jim Sterk (22.791286), 2605 / 5749, 0.45.\n",
+      "Jim Talent\n",
+      "got: Jim Talent (372.214447), 2606 / 5749, 0.45.\n",
+      "Jim Taylor\n",
+      "got: Jim Taylor (555.142639), 2607 / 5749, 0.45.\n",
+      "Jim Thome\n",
+      "got: Jim Thome (617.694824), 2608 / 5749, 0.45.\n",
+      "Jim Tressel\n",
+      "got: Jim Tressel (525.356079), 2609 / 5749, 0.45.\n",
+      "Jim Wall\n",
+      "got: Jim Wall (103.313103), 2610 / 5749, 0.45.\n",
+      "Jim Wessling\n",
+      "got: Jim Wessling (), 2611 / 5749, 0.45.\n",
+      "Jim Wong\n",
+      "got: Jim Wong (257.647552), 2612 / 5749, 0.45.\n",
+      "Jim Zorn\n",
+      "got: Jim Zorn (441.286407), 2613 / 5749, 0.45.\n",
+      "Jimmy Carter\n",
+      "got: Jimmy Carter (1598.129639), 2614 / 5749, 0.45.\n",
+      "Jimmy Gobble\n",
+      "got: Jimmy Gobble (324.298981), 2615 / 5749, 0.45.\n",
+      "Jimmy Gurule\n",
+      "got: Jimmy Gurule (277.005615), 2616 / 5749, 0.46.\n",
+      "Jimmy Iovine\n",
+      "got: Jimmy Iovine (573.092224), 2617 / 5749, 0.46.\n",
+      "Jimmy Jimenez\n",
+      "got: Jimmy Jimenez (25.551933), 2618 / 5749, 0.46.\n",
+      "Jimmy Kimmel\n",
+      "got: Jimmy Kimmel (822.656433), 2619 / 5749, 0.46.\n",
+      "Jimmy Lee\n",
+      "got: Jimmy Lee (399.749146), 2620 / 5749, 0.46.\n",
+      "Jimmy Smits\n",
+      "got: Jimmy Smits (595.325439), 2621 / 5749, 0.46.\n",
+      "Jimmy Szymanski\n",
+      "got: Jimmy Szymanski (), 2622 / 5749, 0.46.\n",
+      "Jiri Novak\n",
+      "got: Jiri Novak (488.264435), 2623 / 5749, 0.46.\n",
+      "Jo Dee Messina\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Jo Dee Messina (673.174744), 2624 / 5749, 0.46.\n",
+      "Jo Joong-hyon\n",
+      "got: Jo Joong-hyon (), 2625 / 5749, 0.46.\n",
+      "Joan Claybrook\n",
+      "got: Joan Claybrook (303.410461), 2626 / 5749, 0.46.\n",
+      "Joan Collins\n",
+      "got: Joan Collins (652.80426), 2627 / 5749, 0.46.\n",
+      "Joan Dangerfield\n",
+      "got: Joan Dangerfield (2.032874), 2628 / 5749, 0.46.\n",
+      "Joan Jett\n",
+      "got: Joan Jett (1015.034729), 2629 / 5749, 0.46.\n",
+      "Joan Laporta\n",
+      "got: Joan Laporta (434.219055), 2630 / 5749, 0.46.\n",
+      "Joanna Poitier\n",
+      "got: Joanna Poitier (51.463326), 2631 / 5749, 0.46.\n",
+      "Joanne Duquette\n",
+      "got: Joanne Duquette (), 2632 / 5749, 0.46.\n",
+      "Joanne Woodward\n",
+      "got: Joanne Woodward (631.692627), 2633 / 5749, 0.46.\n",
+      "Joao Rocha\n",
+      "got: Joao Rocha (315.539703), 2634 / 5749, 0.46.\n",
+      "Joaquim Levy\n",
+      "got: Joaquim Levy (358.410583), 2635 / 5749, 0.46.\n",
+      "Joaquim Rodriguez\n",
+      "got: Joaquim Rodriguez (539.325928), 2636 / 5749, 0.46.\n",
+      "Joaquin Phoenix\n",
+      "got: Joaquin Phoenix (707.547119), 2637 / 5749, 0.46.\n",
+      "Joaquin Sanchez\n",
+      "got: Joaquin Sanchez (546.765991), 2638 / 5749, 0.46.\n",
+      "Job Cohen\n",
+      "got: Job Cohen (470.734802), 2639 / 5749, 0.46.\n",
+      "Jodie Foster\n",
+      "got: Jodie Foster (739.98407), 2640 / 5749, 0.46.\n",
+      "Jodie Henry\n",
+      "got: Jodie Henry (435.89917), 2641 / 5749, 0.46.\n",
+      "Jodie Kidd\n",
+      "got: Jodie Kidd (467.382172), 2642 / 5749, 0.46.\n",
+      "Jody Richards\n",
+      "got: Jody Richards (329.602295), 2643 / 5749, 0.46.\n",
+      "Joe Calzaghe\n",
+      "got: Joe Calzaghe (512.287598), 2644 / 5749, 0.46.\n",
+      "Joe Carnahan\n",
+      "got: Joe Carnahan (446.584534), 2645 / 5749, 0.46.\n",
+      "Joe Cocker\n",
+      "got: Joe Cocker (714.769836), 2646 / 5749, 0.46.\n",
+      "Joe Cravens\n",
+      "got: Joe Cravens (296.524872), 2647 / 5749, 0.46.\n",
+      "Joe Crede\n",
+      "got: Joe Crede (389.117737), 2648 / 5749, 0.46.\n",
+      "Joe Darrell\n",
+      "got: Joe Darrell (34.529816), 2649 / 5749, 0.46.\n",
+      "Joe DeLamielleure\n",
+      "got: Joe DeLamielleure (440.765289), 2650 / 5749, 0.46.\n",
+      "Joe Dicaro\n",
+      "got: Joe Dicaro (), 2651 / 5749, 0.46.\n",
+      "Joe Dumars\n",
+      "got: Joe Dumars (563.361755), 2652 / 5749, 0.46.\n",
+      "Joe Finley\n",
+      "got: Joe Finley (347.954681), 2653 / 5749, 0.46.\n",
+      "Joe Friedberg\n",
+      "got: Joe Friedberg (), 2654 / 5749, 0.46.\n",
+      "Joe Garner\n",
+      "got: Joe Garner (467.875244), 2655 / 5749, 0.46.\n",
+      "Joe Gatti\n",
+      "got: Joe Gatti (321.819153), 2656 / 5749, 0.46.\n",
+      "Joe Glover\n",
+      "got: Joe Glover (142.610321), 2657 / 5749, 0.46.\n",
+      "Joe Leonard\n",
+      "got: Joe Leonard (365.052032), 2658 / 5749, 0.46.\n",
+      "Joe Lieberman\n",
+      "got: Joe Lieberman (640.793335), 2659 / 5749, 0.46.\n",
+      "Joe Mantegna\n",
+      "got: Joe Mantegna (596.918152), 2660 / 5749, 0.46.\n",
+      "Joe Mantello\n",
+      "got: Joe Mantello (428.748871), 2661 / 5749, 0.46.\n",
+      "Joe Mendes\n",
+      "got: Joe Mendes (62.920795), 2662 / 5749, 0.46.\n",
+      "Joe Metz\n",
+      "got: Joe Metz (140.123856), 2663 / 5749, 0.46.\n",
+      "Joe Nichols\n",
+      "got: Joe Nichols (502.702423), 2664 / 5749, 0.46.\n",
+      "Joe Pantoliano\n",
+      "got: Joe Pantoliano (545.499573), 2665 / 5749, 0.46.\n",
+      "Joe Paterno\n",
+      "got: Joe Paterno (663.500854), 2666 / 5749, 0.46.\n",
+      "Joe Plumeri\n",
+      "got: Joe Plumeri (210.898117), 2667 / 5749, 0.46.\n",
+      "Joe Strummer\n",
+      "got: Joe Strummer (600.503784), 2668 / 5749, 0.46.\n",
+      "Joe Torre\n",
+      "got: Joe Torre (658.88855), 2669 / 5749, 0.46.\n",
+      "Joe Vandever\n",
+      "got: Joe Vandever (), 2670 / 5749, 0.46.\n",
+      "Joel Gallen\n",
+      "got: Joel Gallen (347.288116), 2671 / 5749, 0.46.\n",
+      "Joel Todd\n",
+      "got: Joel Todd (30.501057), 2672 / 5749, 0.46.\n",
+      "Joerg Haider\n",
+      "got: Joerg Haider (30.41708), 2673 / 5749, 0.46.\n",
+      "Joey Buttafuoco\n",
+      "got: Joey Buttafuoco (430.837769), 2674 / 5749, 0.47.\n",
+      "Joey Harrington\n",
+      "got: Joey Harrington (476.104187), 2675 / 5749, 0.47.\n",
+      "Joey Mantia\n",
+      "got: Joey Mantia (351.039581), 2676 / 5749, 0.47.\n",
+      "Johan Bruyneel\n",
+      "got: Johan Bruyneel (459.010437), 2677 / 5749, 0.47.\n",
+      "Johannes Rau\n",
+      "got: Johannes Rau (465.595978), 2678 / 5749, 0.47.\n",
+      "John Abizaid\n",
+      "got: John Abizaid (408.73999), 2679 / 5749, 0.47.\n",
+      "John Allen Muhammad\n",
+      "got: John Allen Muhammad (571.492126), 2680 / 5749, 0.47.\n",
+      "John Anderson\n",
+      "got: John Anderson (548.768677), 2681 / 5749, 0.47.\n",
+      "John Ashcroft\n",
+      "got: John Ashcroft (529.661926), 2682 / 5749, 0.47.\n",
+      "John Baldacci\n",
+      "got: John Baldacci (369.141754), 2683 / 5749, 0.47.\n",
+      "John Banko\n",
+      "got: John Banko (), 2684 / 5749, 0.47.\n",
+      "John Barnett\n",
+      "got: John Barnett (278.152344), 2685 / 5749, 0.47.\n",
+      "John Belushi\n",
+      "got: John Belushi (601.757263), 2686 / 5749, 0.47.\n",
+      "John Blaney\n",
+      "got: John Blaney (143.990204), 2687 / 5749, 0.47.\n",
+      "John Bolton\n",
+      "got: John Bolton (510.195679), 2688 / 5749, 0.47.\n",
+      "John Bond\n",
+      "got: John Bond (422.166748), 2689 / 5749, 0.47.\n",
+      "John Brady\n",
+      "got: John Brady (423.889435), 2690 / 5749, 0.47.\n",
+      "John Burkett\n",
+      "got: John Burkett (380.662048), 2691 / 5749, 0.47.\n",
+      "John Burnett\n",
+      "got: John Burnett (238.960907), 2692 / 5749, 0.47.\n",
+      "John Connolly\n",
+      "got: John Connolly (474.724091), 2693 / 5749, 0.47.\n",
+      "John Coomber\n",
+      "got: John Coomber (), 2694 / 5749, 0.47.\n",
+      "John Cornyn\n",
+      "got: John Cornyn (627.909241), 2695 / 5749, 0.47.\n",
+      "John Cruz\n",
+      "got: John Cruz (315.614197), 2696 / 5749, 0.47.\n",
+      "John Cusack\n",
+      "got: John Cusack (643.442993), 2697 / 5749, 0.47.\n",
+      "John Dallager\n",
+      "got: John Dallager (30.430883), 2698 / 5749, 0.47.\n",
+      "John Daly Jr\n",
+      "got: John Daly Jr (29.821775), 2699 / 5749, 0.47.\n",
+      "John Danforth\n",
+      "got: John Danforth (411.118256), 2700 / 5749, 0.47.\n",
+      "John Darby\n",
+      "got: John Darby (191.506119), 2701 / 5749, 0.47.\n",
+      "John Duprey\n",
+      "got: John Duprey (154.88826), 2702 / 5749, 0.47.\n",
+      "John Eastman\n",
+      "got: John Eastman (226.17955), 2703 / 5749, 0.47.\n",
+      "John Eder\n",
+      "got: John Eder (275.331177), 2704 / 5749, 0.47.\n",
+      "John Edwards\n",
+      "got: John Edwards (875.195068), 2705 / 5749, 0.47.\n",
+      "John Elway\n",
+      "got: John Elway (626.588806), 2706 / 5749, 0.47.\n",
+      "John Engler\n",
+      "got: John Engler (453.605988), 2707 / 5749, 0.47.\n",
+      "John F Kennedy Jr\n",
+      "got: John F Kennedy Jr (1336.185547), 2708 / 5749, 0.47.\n",
+      "John Fenn\n",
+      "got: John Fenn (401.342102), 2709 / 5749, 0.47.\n",
+      "John Ferguson\n",
+      "got: John Ferguson (379.538147), 2710 / 5749, 0.47.\n",
+      "John Fox\n",
+      "got: John Fox (481.104218), 2711 / 5749, 0.47.\n",
+      "John Franco\n",
+      "got: John Franco (444.032318), 2712 / 5749, 0.47.\n",
+      "John Garamendi\n",
+      "got: John Garamendi (500.361847), 2713 / 5749, 0.47.\n",
+      "John Geoghan\n",
+      "got: John Geoghan (408.415985), 2714 / 5749, 0.47.\n",
+      "John Goold\n",
+      "got: John Goold (199.022141), 2715 / 5749, 0.47.\n",
+      "John Gordnick\n",
+      "got: John Gordnick (), 2716 / 5749, 0.47.\n",
+      "John Gruden\n",
+      "got: John Gruden (290.394196), 2717 / 5749, 0.47.\n",
+      "John Hartson\n",
+      "got: John Hartson (488.086914), 2718 / 5749, 0.47.\n",
+      "John Henry\n",
+      "got: John Henry (865.530884), 2719 / 5749, 0.47.\n",
+      "John Herrington\n",
+      "got: John Herrington (376.238037), 2720 / 5749, 0.47.\n",
+      "John Howard\n",
+      "got: John Howard (757.202759), 2721 / 5749, 0.47.\n",
+      "John Jones\n",
+      "got: John Jones (468.175629), 2722 / 5749, 0.47.\n",
+      "John Jumper\n",
+      "got: John Jumper (180.690872), 2723 / 5749, 0.47.\n",
+      "John Kerr\n",
+      "got: John Kerr (454.931122), 2724 / 5749, 0.47.\n",
+      "John Kerry\n",
+      "got: John Kerry (1183.577271), 2725 / 5749, 0.47.\n",
+      "John Lawrence\n",
+      "got: John Lawrence (399.568939), 2726 / 5749, 0.47.\n",
+      "John Leguizamo\n",
+      "got: John Leguizamo (615.541382), 2727 / 5749, 0.47.\n",
+      "John Lennon\n",
+      "got: John Lennon (1219.513794), 2728 / 5749, 0.47.\n",
+      "John Lisowski\n",
+      "got: John Lisowski (2.834775), 2729 / 5749, 0.47.\n",
+      "John Lithgow\n",
+      "got: John Lithgow (614.022888), 2730 / 5749, 0.47.\n",
+      "John Lynch\n",
+      "got: John Lynch (515.918701), 2731 / 5749, 0.48.\n",
+      "John Mabry\n",
+      "got: John Mabry (391.434235), 2732 / 5749, 0.48.\n",
+      "John Madden\n",
+      "got: John Madden (652.718384), 2733 / 5749, 0.48.\n",
+      "John Malkovich\n",
+      "got: John Malkovich (663.265625), 2734 / 5749, 0.48.\n",
+      "John Manley\n",
+      "got: John Manley (414.077942), 2735 / 5749, 0.48.\n",
+      "John Marburger\n",
+      "got: John Marburger (290.405182), 2736 / 5749, 0.48.\n",
+      "John Mayer\n",
+      "got: John Mayer (750.463745), 2737 / 5749, 0.48.\n",
+      "John McCain\n",
+      "got: John McCain (1492.307251), 2738 / 5749, 0.48.\n",
+      "John McCallum\n",
+      "got: John McCallum (395.633514), 2739 / 5749, 0.48.\n",
+      "John McCormack\n",
+      "got: John McCormack (480.168854), 2740 / 5749, 0.48.\n",
+      "John McEnroe\n",
+      "got: John McEnroe (771.806091), 2741 / 5749, 0.48.\n",
+      "John McKay\n",
+      "got: John McKay (467.018127), 2742 / 5749, 0.48.\n",
+      "John Moe\n",
+      "got: John Moe (330.148529), 2743 / 5749, 0.48.\n",
+      "John Moxley\n",
+      "got: John Moxley (308.482727), 2744 / 5749, 0.48.\n",
+      "John Nash\n",
+      "got: John Nash (540.488831), 2745 / 5749, 0.48.\n",
+      "John Negroponte\n",
+      "got: John Negroponte (428.947815), 2746 / 5749, 0.48.\n",
+      "John Nimmo\n",
+      "got: John Nimmo (216.625092), 2747 / 5749, 0.48.\n",
+      "John Norquist\n",
+      "got: John Norquist (310.040436), 2748 / 5749, 0.48.\n",
+      "John Paul DeJoria\n",
+      "got: John Paul DeJoria (602.070007), 2749 / 5749, 0.48.\n",
+      "John Paul II\n",
+      "got: John Paul II (2329.595703), 2750 / 5749, 0.48.\n",
+      "John Perrota\n",
+      "got: John Perrota (), 2751 / 5749, 0.48.\n",
+      "John Petty\n",
+      "got: John Petty (186.941666), 2752 / 5749, 0.48.\n",
+      "John Philip Elkann\n",
+      "got: John Philip Elkann (421.387573), 2753 / 5749, 0.48.\n",
+      "John Prescott\n",
+      "got: John Prescott (615.191528), 2754 / 5749, 0.48.\n",
+      "John Reid\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: John Reid (569.464661), 2755 / 5749, 0.48.\n",
+      "John Reilly\n",
+      "got: John Reilly (383.044678), 2756 / 5749, 0.48.\n",
+      "John Richardson\n",
+      "got: John Richardson (393.994659), 2757 / 5749, 0.48.\n",
+      "John Rigas\n",
+      "got: John Rigas (347.06424), 2758 / 5749, 0.48.\n",
+      "John Robbins\n",
+      "got: John Robbins (405.654572), 2759 / 5749, 0.48.\n",
+      "John Rosa\n",
+      "got: John Rosa (251.734177), 2760 / 5749, 0.48.\n",
+      "John Rowe\n",
+      "got: John Rowe (327.822083), 2761 / 5749, 0.48.\n",
+      "John Rowland\n",
+      "got: John Rowland (358.447479), 2762 / 5749, 0.48.\n",
+      "John Ruiz\n",
+      "got: John Ruiz (414.171173), 2763 / 5749, 0.48.\n",
+      "John Rusnak\n",
+      "got: John Rusnak (302.485474), 2764 / 5749, 0.48.\n",
+      "John Salazar\n",
+      "got: John Salazar (362.722961), 2765 / 5749, 0.48.\n",
+      "John Scarlett\n",
+      "got: John Scarlett (350.707733), 2766 / 5749, 0.48.\n",
+      "John Sidgmore\n",
+      "got: John Sidgmore (121.786949), 2767 / 5749, 0.48.\n",
+      "John Snow\n",
+      "got: John Snow (609.775696), 2768 / 5749, 0.48.\n",
+      "John Spencer\n",
+      "got: John Spencer (518.133972), 2769 / 5749, 0.48.\n",
+      "John Stallworth\n",
+      "got: John Stallworth (595.169373), 2770 / 5749, 0.48.\n",
+      "John Starks\n",
+      "got: John Starks (479.473083), 2771 / 5749, 0.48.\n",
+      "John Stockton\n",
+      "got: John Stockton (597.87915), 2772 / 5749, 0.48.\n",
+      "John Sununu\n",
+      "got: John Sununu (266.843628), 2773 / 5749, 0.48.\n",
+      "John Sweeney\n",
+      "got: John Sweeney (402.223145), 2774 / 5749, 0.48.\n",
+      "John Swofford\n",
+      "got: John Swofford (334.783752), 2775 / 5749, 0.48.\n",
+      "John Taylor\n",
+      "got: John Taylor (554.959045), 2776 / 5749, 0.48.\n",
+      "John Thune\n",
+      "got: John Thune (739.798889), 2777 / 5749, 0.48.\n",
+      "John Timoney\n",
+      "got: John Timoney (322.941071), 2778 / 5749, 0.48.\n",
+      "John Travolta\n",
+      "got: John Travolta (759.54248), 2779 / 5749, 0.48.\n",
+      "John Tyson\n",
+      "got: John Tyson (187.642044), 2780 / 5749, 0.48.\n",
+      "John Velazquez\n",
+      "got: John Velazquez (229.775299), 2781 / 5749, 0.48.\n",
+      "John Walsh\n",
+      "got: John Walsh (498.412903), 2782 / 5749, 0.48.\n",
+      "John Warner\n",
+      "got: John Warner (698.539429), 2783 / 5749, 0.48.\n",
+      "John Wayne\n",
+      "got: John Wayne (845.371521), 2784 / 5749, 0.48.\n",
+      "John White\n",
+      "got: John White (447.734253), 2785 / 5749, 0.48.\n",
+      "John Williams\n",
+      "got: John Williams (1112.022217), 2786 / 5749, 0.48.\n",
+      "John Wolf\n",
+      "got: John Wolf (300.707214), 2787 / 5749, 0.48.\n",
+      "John Wright\n",
+      "got: John Wright (421.277863), 2788 / 5749, 0.48.\n",
+      "Johnnie Lynn\n",
+      "got: Johnnie Lynn (293.914337), 2789 / 5749, 0.49.\n",
+      "Johnny Benson\n",
+      "got: Johnny Benson (434.725433), 2790 / 5749, 0.49.\n",
+      "Johnny Carson\n",
+      "got: Johnny Carson (683.901794), 2791 / 5749, 0.49.\n",
+      "Johnny Depp\n",
+      "got: Johnny Depp (843.292847), 2792 / 5749, 0.49.\n",
+      "Johnny Hallyday\n",
+      "got: Johnny Hallyday (810.03009), 2793 / 5749, 0.49.\n",
+      "Johnny Htu\n",
+      "got: Johnny Htu (), 2794 / 5749, 0.49.\n",
+      "Johnny Tapia\n",
+      "got: Johnny Tapia (438.641327), 2795 / 5749, 0.49.\n",
+      "Johnny Unitas\n",
+      "got: Johnny Unitas (592.760315), 2796 / 5749, 0.49.\n",
+      "Johnson Panjaitan\n",
+      "got: Johnson Panjaitan (233.376511), 2797 / 5749, 0.49.\n",
+      "Jolanta Kwasniewski\n",
+      "got: Jolanta Kwasniewski (3.018796), 2798 / 5749, 0.49.\n",
+      "Jon Constance\n",
+      "got: Jon Constance (2.536088), 2799 / 5749, 0.49.\n",
+      "Jon Corzine\n",
+      "got: Jon Corzine (499.327148), 2800 / 5749, 0.49.\n",
+      "Jon Gruden\n",
+      "got: Jon Gruden (624.185242), 2801 / 5749, 0.49.\n",
+      "Jon Kitna\n",
+      "got: Jon Kitna (452.266479), 2802 / 5749, 0.49.\n",
+      "Jon Stewart\n",
+      "got: Jon Stewart (676.81427), 2803 / 5749, 0.49.\n",
+      "Jon Voight\n",
+      "got: Jon Voight (687.90979), 2804 / 5749, 0.49.\n",
+      "Jonathan Arden\n",
+      "got: Jonathan Arden (3.875825), 2805 / 5749, 0.49.\n",
+      "Jonathan Byrd\n",
+      "got: Jonathan Byrd (374.624634), 2806 / 5749, 0.49.\n",
+      "Jonathan Edwards\n",
+      "got: Jonathan Edwards (774.866699), 2807 / 5749, 0.49.\n",
+      "Jonathan Fine\n",
+      "got: Jonathan Fine (147.702484), 2808 / 5749, 0.49.\n",
+      "Jonathan Horton\n",
+      "got: Jonathan Horton (415.020203), 2809 / 5749, 0.49.\n",
+      "Jonathan Karsh\n",
+      "got: Jonathan Karsh (279.477203), 2810 / 5749, 0.49.\n",
+      "Jonathan Mostow\n",
+      "got: Jonathan Mostow (394.646973), 2811 / 5749, 0.49.\n",
+      "Jonathan Schroeder\n",
+      "got: Jonathan Schroeder (148.541229), 2812 / 5749, 0.49.\n",
+      "Jonathan Tiomkin\n",
+      "got: Jonathan Tiomkin (224.74144), 2813 / 5749, 0.49.\n",
+      "Jonathan Woodgate\n",
+      "got: Jonathan Woodgate (486.612335), 2814 / 5749, 0.49.\n",
+      "Jong Thae Hwa\n",
+      "got: Jong Thae Hwa (), 2815 / 5749, 0.49.\n",
+      "Jong Wook Lee\n",
+      "got: Jong Wook Lee (429.266052), 2816 / 5749, 0.49.\n",
+      "Jorge Alberto Galindo\n",
+      "got: Jorge Alberto Galindo (), 2817 / 5749, 0.49.\n",
+      "Jorge Arce\n",
+      "got: Jorge Arce (427.665619), 2818 / 5749, 0.49.\n",
+      "Jorge Batlle\n",
+      "got: Jorge Batlle (421.563232), 2819 / 5749, 0.49.\n",
+      "Jorge Castaneda\n",
+      "got: Jorge Castaneda (355.97467), 2820 / 5749, 0.49.\n",
+      "Jorge Enrique Jimenez\n",
+      "got: Jorge Enrique Jimenez (223.599014), 2821 / 5749, 0.49.\n",
+      "Jorge Marquez-Ruarte\n",
+      "got: Jorge Marquez-Ruarte (), 2822 / 5749, 0.49.\n",
+      "Jorge Moreno\n",
+      "got: Jorge Moreno (362.702148), 2823 / 5749, 0.49.\n",
+      "Jorge Quiroga\n",
+      "got: Jorge Quiroga (405.29953), 2824 / 5749, 0.49.\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "got: Jorge Rodolfo Canicoba Corral (), 2825 / 5749, 0.49.\n",
+      "Jorge Valdano\n",
+      "got: Jorge Valdano (539.529785), 2826 / 5749, 0.49.\n",
+      "Jorma Huhtala\n",
+      "got: Jorma Huhtala (), 2827 / 5749, 0.49.\n",
+      "Joschka Fischer\n",
+      "got: Joschka Fischer (516.36731), 2828 / 5749, 0.49.\n",
+      "Jose Acasuso\n",
+      "got: Jose Acasuso (417.863251), 2829 / 5749, 0.49.\n",
+      "Jose Alencar\n",
+      "got: Jose Alencar (457.993591), 2830 / 5749, 0.49.\n",
+      "Jose Bove\n",
+      "got: Jose Bove (448.609589), 2831 / 5749, 0.49.\n",
+      "Jose Canseco\n",
+      "got: Jose Canseco (724.153809), 2832 / 5749, 0.49.\n",
+      "Jose Canseco Sr\n",
+      "got: Jose Canseco Sr (183.23024), 2833 / 5749, 0.49.\n",
+      "Jose Carlo Fernandez\n",
+      "got: Jose Carlo Fernandez (284.966339), 2834 / 5749, 0.49.\n",
+      "Jose Carreras\n",
+      "got: Jose Carreras (640.14978), 2835 / 5749, 0.49.\n",
+      "Jose Cevallos\n",
+      "got: Jose Cevallos (324.36911), 2836 / 5749, 0.49.\n",
+      "Jose Dirceu\n",
+      "got: Jose Dirceu (455.923706), 2837 / 5749, 0.49.\n",
+      "Jose Genoino\n",
+      "got: Jose Genoino (379.694733), 2838 / 5749, 0.49.\n",
+      "Jose Jose\n",
+      "got: Jose Jose (657.112976), 2839 / 5749, 0.49.\n",
+      "Jose Lina\n",
+      "got: Jose Lina (221.41333), 2840 / 5749, 0.49.\n",
+      "Jose Lopez Beltran\n",
+      "got: Jose Lopez Beltran (32.218941), 2841 / 5749, 0.49.\n",
+      "Jose Luis Chilavert\n",
+      "got: Jose Luis Chilavert (883.505127), 2842 / 5749, 0.49.\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "got: Jose Luis Rodriguez Zapatero (1293.772217), 2843 / 5749, 0.49.\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "got: Jose Luis Santiago Vasconcelos (511.994263), 2844 / 5749, 0.49.\n",
+      "Jose Manuel Durao Barroso\n",
+      "got: Jose Manuel Durao Barroso (744.463196), 2845 / 5749, 0.49.\n",
+      "Jose Maria Aznar\n",
+      "got: Jose Maria Aznar (812.345215), 2846 / 5749, 0.50.\n",
+      "Jose Miguel Aleman\n",
+      "got: Jose Miguel Aleman (374.850494), 2847 / 5749, 0.50.\n",
+      "Jose Mourinho\n",
+      "got: Jose Mourinho (835.430725), 2848 / 5749, 0.50.\n",
+      "Jose Rosado\n",
+      "got: Jose Rosado (335.653107), 2849 / 5749, 0.50.\n",
+      "Jose Santos\n",
+      "got: Jose Santos (363.947418), 2850 / 5749, 0.50.\n",
+      "Jose Sarney\n",
+      "got: Jose Sarney (563.281311), 2851 / 5749, 0.50.\n",
+      "Jose Serra\n",
+      "got: Jose Serra (505.051208), 2852 / 5749, 0.50.\n",
+      "Jose Theodore\n",
+      "got: Jose Theodore (443.287354), 2853 / 5749, 0.50.\n",
+      "Jose Vicente Rangel\n",
+      "got: Jose Vicente Rangel (528.396729), 2854 / 5749, 0.50.\n",
+      "Jose Viegas Filho\n",
+      "got: Jose Viegas Filho (381.230133), 2855 / 5749, 0.50.\n",
+      "Jose Woldenberg\n",
+      "got: Jose Woldenberg (351.213074), 2856 / 5749, 0.50.\n",
+      "Joseph Biden\n",
+      "got: Joseph Biden (791.481445), 2857 / 5749, 0.50.\n",
+      "Joseph Blatter\n",
+      "got: Joseph Blatter (316.278931), 2858 / 5749, 0.50.\n",
+      "Joseph Deiss\n",
+      "got: Joseph Deiss (383.441895), 2859 / 5749, 0.50.\n",
+      "Joseph Estrada\n",
+      "got: Joseph Estrada (669.832825), 2860 / 5749, 0.50.\n",
+      "Joseph Fiennes\n",
+      "got: Joseph Fiennes (616.986023), 2861 / 5749, 0.50.\n",
+      "Joseph Galante\n",
+      "got: Joseph Galante (223.702408), 2862 / 5749, 0.50.\n",
+      "Joseph Ganim\n",
+      "got: Joseph Ganim (201.176926), 2863 / 5749, 0.50.\n",
+      "Joseph Hoy\n",
+      "got: Joseph Hoy (17.015127), 2864 / 5749, 0.50.\n",
+      "Joseph Kabila\n",
+      "got: Joseph Kabila (659.386658), 2865 / 5749, 0.50.\n",
+      "Joseph LePore\n",
+      "got: Joseph LePore (151.185089), 2866 / 5749, 0.50.\n",
+      "Joseph Lopez\n",
+      "got: Joseph Lopez (154.258469), 2867 / 5749, 0.50.\n",
+      "Joseph Nacchio\n",
+      "got: Joseph Nacchio (309.671234), 2868 / 5749, 0.50.\n",
+      "Joseph Ralston\n",
+      "got: Joseph Ralston (190.213242), 2869 / 5749, 0.50.\n",
+      "Joseph Safra\n",
+      "got: Joseph Safra (410.10611), 2870 / 5749, 0.50.\n",
+      "Joseph Salgado\n",
+      "got: Joseph Salgado (27.126465), 2871 / 5749, 0.50.\n",
+      "Josh Childress\n",
+      "got: Josh Childress (486.254089), 2872 / 5749, 0.50.\n",
+      "Josh Evans\n",
+      "got: Josh Evans (437.757599), 2873 / 5749, 0.50.\n",
+      "Josh Kronfeld\n",
+      "got: Josh Kronfeld (361.224121), 2874 / 5749, 0.50.\n",
+      "Joshua Davey\n",
+      "got: Joshua Davey (33.979843), 2875 / 5749, 0.50.\n",
+      "Joshua Gracin\n",
+      "got: Joshua Gracin (229.105743), 2876 / 5749, 0.50.\n",
+      "Joshua Harapko\n",
+      "got: Joshua Harapko (), 2877 / 5749, 0.50.\n",
+      "Joshua Perper\n",
+      "got: Joshua Perper (277.166473), 2878 / 5749, 0.50.\n",
+      "Joxel Garcia\n",
+      "got: Joxel Garcia (302.779053), 2879 / 5749, 0.50.\n",
+      "Joy Bryant\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Joy Bryant (492.356384), 2880 / 5749, 0.50.\n",
+      "Joy Lee Sadler\n",
+      "got: Joy Lee Sadler (209.070862), 2881 / 5749, 0.50.\n",
+      "Juan Antonio Samaranch\n",
+      "got: Juan Antonio Samaranch (517.835999), 2882 / 5749, 0.50.\n",
+      "Juan Carlos\n",
+      "got: Juan Carlos (1401.485596), 2883 / 5749, 0.50.\n",
+      "Juan Carlos Ferrero\n",
+      "got: Juan Carlos Ferrero (742.826599), 2884 / 5749, 0.50.\n",
+      "Juan Carlos Morales\n",
+      "got: Juan Carlos Morales (320.081726), 2885 / 5749, 0.50.\n",
+      "Juan Carlos Ortega\n",
+      "got: Juan Carlos Ortega (437.981018), 2886 / 5749, 0.50.\n",
+      "Juan Fernandez\n",
+      "got: Juan Fernandez (826.369263), 2887 / 5749, 0.50.\n",
+      "Juan Francisco Palencia\n",
+      "got: Juan Francisco Palencia (508.422974), 2888 / 5749, 0.50.\n",
+      "Juan Ignacio Chela\n",
+      "got: Juan Ignacio Chela (614.01593), 2889 / 5749, 0.50.\n",
+      "Juan Jose Lucas\n",
+      "got: Juan Jose Lucas (444.478638), 2890 / 5749, 0.50.\n",
+      "Juan Manuel Marquez\n",
+      "got: Juan Manuel Marquez (731.134521), 2891 / 5749, 0.50.\n",
+      "Juan Pablo Montoya\n",
+      "got: Juan Pablo Montoya (861.692322), 2892 / 5749, 0.50.\n",
+      "Juan Roman Carrasco\n",
+      "got: Juan Roman Carrasco (), 2893 / 5749, 0.50.\n",
+      "Juan Roman Riquelme\n",
+      "got: Juan Roman Riquelme (870.489868), 2894 / 5749, 0.50.\n",
+      "Juan Sanchez\n",
+      "got: Juan Sanchez (333.501099), 2895 / 5749, 0.50.\n",
+      "Juan Valencia Osorio\n",
+      "got: Juan Valencia Osorio (13.379391), 2896 / 5749, 0.50.\n",
+      "Juanes\n",
+      "got: Juanes (54.849789), 2897 / 5749, 0.50.\n",
+      "Judd Davies\n",
+      "got: Judd Davies (22.013477), 2898 / 5749, 0.50.\n",
+      "Jude Law\n",
+      "got: Jude Law (721.868591), 2899 / 5749, 0.50.\n",
+      "Judi Dench\n",
+      "got: Judi Dench (761.13208), 2900 / 5749, 0.50.\n",
+      "Judi Patton\n",
+      "got: Judi Patton (188.121399), 2901 / 5749, 0.50.\n",
+      "Judith Nathan\n",
+      "got: Judith Nathan (210.663239), 2902 / 5749, 0.50.\n",
+      "Judy Dean\n",
+      "got: Judy Dean (50.133598), 2903 / 5749, 0.50.\n",
+      "Judy Genshaft\n",
+      "got: Judy Genshaft (364.688538), 2904 / 5749, 0.51.\n",
+      "Judy Locy\n",
+      "got: Judy Locy (), 2905 / 5749, 0.51.\n",
+      "Judy Spreckels\n",
+      "got: Judy Spreckels (322.317566), 2906 / 5749, 0.51.\n",
+      "Judy Vassar\n",
+      "got: Judy Vassar (), 2907 / 5749, 0.51.\n",
+      "Juergen Braehmer\n",
+      "got: Juergen Braehmer (215.251404), 2908 / 5749, 0.51.\n",
+      "Juergen Chrobog\n",
+      "got: Juergen Chrobog (), 2909 / 5749, 0.51.\n",
+      "Juergen Peters\n",
+      "got: Juergen Peters (), 2910 / 5749, 0.51.\n",
+      "Juergen Schrempp\n",
+      "got: Juergen Schrempp (148.995407), 2911 / 5749, 0.51.\n",
+      "Juergen Trittin\n",
+      "got: Juergen Trittin (), 2912 / 5749, 0.51.\n",
+      "Jules Asner\n",
+      "got: Jules Asner (387.270172), 2913 / 5749, 0.51.\n",
+      "Julia Glass\n",
+      "got: Julia Glass (359.616241), 2914 / 5749, 0.51.\n",
+      "Julia Ormond\n",
+      "got: Julia Ormond (566.97052), 2915 / 5749, 0.51.\n",
+      "Julia Tymoshenko\n",
+      "got: Julia Tymoshenko (311.574738), 2916 / 5749, 0.51.\n",
+      "Julian Battle\n",
+      "got: Julian Battle (291.874268), 2917 / 5749, 0.51.\n",
+      "Julian Fantino\n",
+      "got: Julian Fantino (402.914551), 2918 / 5749, 0.51.\n",
+      "Julianna Margulies\n",
+      "got: Julianna Margulies (614.406677), 2919 / 5749, 0.51.\n",
+      "Julianne Moore\n",
+      "got: Julianne Moore (729.524292), 2920 / 5749, 0.51.\n",
+      "Julie Andrews\n",
+      "got: Julie Andrews (898.720947), 2921 / 5749, 0.51.\n",
+      "Julie Gerberding\n",
+      "got: Julie Gerberding (329.687012), 2922 / 5749, 0.51.\n",
+      "Julie Goodenough\n",
+      "got: Julie Goodenough (271.311005), 2923 / 5749, 0.51.\n",
+      "Julie Infante\n",
+      "got: Julie Infante (), 2924 / 5749, 0.51.\n",
+      "Julie Taymor\n",
+      "got: Julie Taymor (489.216095), 2925 / 5749, 0.51.\n",
+      "Julien Boutter\n",
+      "got: Julien Boutter (358.121216), 2926 / 5749, 0.51.\n",
+      "Julien Varlet\n",
+      "got: Julien Varlet (306.507233), 2927 / 5749, 0.51.\n",
+      "Juliette Binoche\n",
+      "got: Juliette Binoche (666.35675), 2928 / 5749, 0.51.\n",
+      "Juliette Lewis\n",
+      "got: Juliette Lewis (637.274231), 2929 / 5749, 0.51.\n",
+      "Julio Cesar Chavez\n",
+      "got: Julio Cesar Chavez (1059.269897), 2930 / 5749, 0.51.\n",
+      "Julio Cesar Franco\n",
+      "got: Julio Cesar Franco (319.221375), 2931 / 5749, 0.51.\n",
+      "Julio De Brun\n",
+      "got: Julio De Brun (302.079315), 2932 / 5749, 0.51.\n",
+      "Julio Iglesias Jr\n",
+      "got: Julio Iglesias Jr (698.492432), 2933 / 5749, 0.51.\n",
+      "Julio Rossi\n",
+      "got: Julio Rossi (199.531097), 2934 / 5749, 0.51.\n",
+      "Julio Toro\n",
+      "got: Julio Toro (303.423065), 2935 / 5749, 0.51.\n",
+      "Julius Barnes\n",
+      "got: Julius Barnes (142.860657), 2936 / 5749, 0.51.\n",
+      "Julius Erving\n",
+      "got: Julius Erving (650.849915), 2937 / 5749, 0.51.\n",
+      "Juljia Vysotskij\n",
+      "got: Juljia Vysotskij (), 2938 / 5749, 0.51.\n",
+      "Jung Bong\n",
+      "got: Jung Bong (372.161835), 2939 / 5749, 0.51.\n",
+      "Junichi Inamoto\n",
+      "got: Junichi Inamoto (542.969299), 2940 / 5749, 0.51.\n",
+      "Junichiro Koizumi\n",
+      "got: Junichiro Koizumi (723.918579), 2941 / 5749, 0.51.\n",
+      "Junko Tabei\n",
+      "got: Junko Tabei (432.953888), 2942 / 5749, 0.51.\n",
+      "Justin Gatlin\n",
+      "got: Justin Gatlin (590.373901), 2943 / 5749, 0.51.\n",
+      "Justin Guarini\n",
+      "got: Justin Guarini (490.958893), 2944 / 5749, 0.51.\n",
+      "Justin Leonard\n",
+      "got: Justin Leonard (487.930389), 2945 / 5749, 0.51.\n",
+      "Justin Marshall\n",
+      "got: Justin Marshall (418.293365), 2946 / 5749, 0.51.\n",
+      "Justin Timberlake\n",
+      "got: Justin Timberlake (875.396057), 2947 / 5749, 0.51.\n",
+      "Justin Wilson\n",
+      "got: Justin Wilson (509.359833), 2948 / 5749, 0.51.\n",
+      "Justine Henin\n",
+      "got: Justine Henin (714.683594), 2949 / 5749, 0.51.\n",
+      "Justine Pasek\n",
+      "got: Justine Pasek (405.513), 2950 / 5749, 0.51.\n",
+      "Kai-Uwe Ricke\n",
+      "got: Kai-Uwe Ricke (332.41864), 2951 / 5749, 0.51.\n",
+      "Kaio Almeida\n",
+      "got: Kaio Almeida (314.931641), 2952 / 5749, 0.51.\n",
+      "Kaisser Bazan\n",
+      "got: Kaisser Bazan (), 2953 / 5749, 0.51.\n",
+      "Kajsa Bergqvist\n",
+      "got: Kajsa Bergqvist (474.207184), 2954 / 5749, 0.51.\n",
+      "Kalid Kaid\n",
+      "got: Kalid Kaid (), 2955 / 5749, 0.51.\n",
+      "Kalpana Chawla\n",
+      "got: Kalpana Chawla (574.57959), 2956 / 5749, 0.51.\n",
+      "Kamal Kharrazi\n",
+      "got: Kamal Kharrazi (201.285294), 2957 / 5749, 0.51.\n",
+      "Kamel Morjane\n",
+      "got: Kamel Morjane (330.420837), 2958 / 5749, 0.51.\n",
+      "Kang Gum-sil\n",
+      "got: Kang Gum-sil (), 2959 / 5749, 0.51.\n",
+      "Kaoru Hasuike\n",
+      "got: Kaoru Hasuike (352.651245), 2960 / 5749, 0.51.\n",
+      "Kara Lynn Joyce\n",
+      "got: Kara Lynn Joyce (549.525208), 2961 / 5749, 0.52.\n",
+      "Kareena Kapoor\n",
+      "got: Kareena Kapoor (767.091614), 2962 / 5749, 0.52.\n",
+      "Karen Allen\n",
+      "got: Karen Allen (572.088745), 2963 / 5749, 0.52.\n",
+      "Karen Clarkson\n",
+      "got: Karen Clarkson (241.345428), 2964 / 5749, 0.52.\n",
+      "Karen Lynn Gorney\n",
+      "got: Karen Lynn Gorney (592.581482), 2965 / 5749, 0.52.\n",
+      "Karen Mok\n",
+      "got: Karen Mok (575.459412), 2966 / 5749, 0.52.\n",
+      "Karen Pereiras\n",
+      "got: Karen Pereiras (), 2967 / 5749, 0.52.\n",
+      "Karen Sharpe Kramer\n",
+      "got: Karen Sharpe Kramer (331.865051), 2968 / 5749, 0.52.\n",
+      "Karin Pilsaeter\n",
+      "got: Karin Pilsaeter (), 2969 / 5749, 0.52.\n",
+      "Karin Stoiber\n",
+      "got: Karin Stoiber (351.609406), 2970 / 5749, 0.52.\n",
+      "Karin Viard\n",
+      "got: Karin Viard (515.478638), 2971 / 5749, 0.52.\n",
+      "Karl-Heinz Rummenigge\n",
+      "got: Karl-Heinz Rummenigge (816.604614), 2972 / 5749, 0.52.\n",
+      "Karol Kucera\n",
+      "got: Karol Kucera (402.453735), 2973 / 5749, 0.52.\n",
+      "Kaspar Villiger\n",
+      "got: Kaspar Villiger (401.119476), 2974 / 5749, 0.52.\n",
+      "Katalin Kollat\n",
+      "got: Katalin Kollat (), 2975 / 5749, 0.52.\n",
+      "Kate Burton\n",
+      "got: Kate Burton (521.694031), 2976 / 5749, 0.52.\n",
+      "Kate Capshaw\n",
+      "got: Kate Capshaw (563.274841), 2977 / 5749, 0.52.\n",
+      "Kate Hudson\n",
+      "got: Kate Hudson (698.232666), 2978 / 5749, 0.52.\n",
+      "Kate Lee\n",
+      "got: Kate Lee (286.185028), 2979 / 5749, 0.52.\n",
+      "Kate Moss\n",
+      "got: Kate Moss (649.825867), 2980 / 5749, 0.52.\n",
+      "Kate Richardson\n",
+      "got: Kate Richardson (531.55011), 2981 / 5749, 0.52.\n",
+      "Kate Starbird\n",
+      "got: Kate Starbird (360.797424), 2982 / 5749, 0.52.\n",
+      "Kate Winslet\n",
+      "got: Kate Winslet (757.540405), 2983 / 5749, 0.52.\n",
+      "Katerina Smrzova\n",
+      "got: Katerina Smrzova (203.555969), 2984 / 5749, 0.52.\n",
+      "Katharine Hepburn\n",
+      "got: Katharine Hepburn (722.354797), 2985 / 5749, 0.52.\n",
+      "Katherine Harris\n",
+      "got: Katherine Harris (454.905579), 2986 / 5749, 0.52.\n",
+      "Kathie Louise Saunders\n",
+      "got: Kathie Louise Saunders (), 2987 / 5749, 0.52.\n",
+      "Kathleen Abernathy\n",
+      "got: Kathleen Abernathy (111.880295), 2988 / 5749, 0.52.\n",
+      "Kathleen Glynn\n",
+      "got: Kathleen Glynn (354.898285), 2989 / 5749, 0.52.\n",
+      "Kathleen Kennedy Townsend\n",
+      "got: Kathleen Kennedy Townsend (627.546021), 2990 / 5749, 0.52.\n",
+      "Kathryn Bigelow\n",
+      "got: Kathryn Bigelow (574.637085), 2991 / 5749, 0.52.\n",
+      "Kathryn Grayson\n",
+      "got: Kathryn Grayson (485.006805), 2992 / 5749, 0.52.\n",
+      "Kathryn Morris\n",
+      "got: Kathryn Morris (499.140289), 2993 / 5749, 0.52.\n",
+      "Kathryn Tucker\n",
+      "got: Kathryn Tucker (291.186249), 2994 / 5749, 0.52.\n",
+      "Kathy Baker\n",
+      "got: Kathy Baker (578.865601), 2995 / 5749, 0.52.\n",
+      "Kathy Bates\n",
+      "got: Kathy Bates (684.761536), 2996 / 5749, 0.52.\n",
+      "Kathy Gannon\n",
+      "got: Kathy Gannon (289.128815), 2997 / 5749, 0.52.\n",
+      "Kathy Winters\n",
+      "got: Kathy Winters (0.875776), 2998 / 5749, 0.52.\n",
+      "Katie Boone\n",
+      "got: Katie Boone (), 2999 / 5749, 0.52.\n",
+      "Katie Couric\n",
+      "got: Katie Couric (622.502502), 3000 / 5749, 0.52.\n",
+      "Katie Harman\n",
+      "got: Katie Harman (363.082489), 3001 / 5749, 0.52.\n",
+      "Katie Holmes\n",
+      "got: Katie Holmes (745.503967), 3002 / 5749, 0.52.\n",
+      "Katie Smith\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Katie Smith (533.682068), 3003 / 5749, 0.52.\n",
+      "Katie Wagner\n",
+      "got: Katie Wagner (414.052094), 3004 / 5749, 0.52.\n",
+      "Katja Riemann\n",
+      "got: Katja Riemann (513.268188), 3005 / 5749, 0.52.\n",
+      "Katrin Cartlidge\n",
+      "got: Katrin Cartlidge (424.434296), 3006 / 5749, 0.52.\n",
+      "Katrin Susi\n",
+      "got: Katrin Susi (), 3007 / 5749, 0.52.\n",
+      "Kay Bailey Hutchison\n",
+      "got: Kay Bailey Hutchison (717.838379), 3008 / 5749, 0.52.\n",
+      "Kay Behrensmeyer\n",
+      "got: Kay Behrensmeyer (265.446533), 3009 / 5749, 0.52.\n",
+      "Kaye Young\n",
+      "got: Kaye Young (217.506897), 3010 / 5749, 0.52.\n",
+      "Keanu Reeves\n",
+      "got: Keanu Reeves (749.239136), 3011 / 5749, 0.52.\n",
+      "Keiko Sofia Fujimori\n",
+      "got: Keiko Sofia Fujimori (444.836243), 3012 / 5749, 0.52.\n",
+      "Keira Knightley\n",
+      "got: Keira Knightley (744.183105), 3013 / 5749, 0.52.\n",
+      "Keith Bishop Jr\n",
+      "got: Keith Bishop Jr (), 3014 / 5749, 0.52.\n",
+      "Keith Bogans\n",
+      "got: Keith Bogans (418.418427), 3015 / 5749, 0.52.\n",
+      "Keith Brown\n",
+      "got: Keith Brown (393.462067), 3016 / 5749, 0.52.\n",
+      "Keith Fotta\n",
+      "got: Keith Fotta (), 3017 / 5749, 0.52.\n",
+      "Keith Foulke\n",
+      "got: Keith Foulke (398.892853), 3018 / 5749, 0.52.\n",
+      "Keith Lockhart\n",
+      "got: Keith Lockhart (429.574585), 3019 / 5749, 0.53.\n",
+      "Keith Lowen\n",
+      "got: Keith Lowen (252.605209), 3020 / 5749, 0.53.\n",
+      "Keith Olbermann\n",
+      "got: Keith Olbermann (580.777161), 3021 / 5749, 0.53.\n",
+      "Keith Osik\n",
+      "got: Keith Osik (316.318451), 3022 / 5749, 0.53.\n",
+      "Keith Rodriguez\n",
+      "got: Keith Rodriguez (1.566203), 3023 / 5749, 0.53.\n",
+      "Keith Snyder\n",
+      "got: Keith Snyder (166.696533), 3024 / 5749, 0.53.\n",
+      "Keith Tyson\n",
+      "got: Keith Tyson (365.010132), 3025 / 5749, 0.53.\n",
+      "Keith Urban\n",
+      "got: Keith Urban (747.306641), 3026 / 5749, 0.53.\n",
+      "Keith Van Horn\n",
+      "got: Keith Van Horn (607.826111), 3027 / 5749, 0.53.\n",
+      "Keizo Yamada\n",
+      "got: Keizo Yamada (320.58963), 3028 / 5749, 0.53.\n",
+      "Kelli White\n",
+      "got: Kelli White (341.899384), 3029 / 5749, 0.53.\n",
+      "Kellie Coffey\n",
+      "got: Kellie Coffey (341.508179), 3030 / 5749, 0.53.\n",
+      "Kellie Greene\n",
+      "got: Kellie Greene (157.967896), 3031 / 5749, 0.53.\n",
+      "Kelly Clarkson\n",
+      "got: Kelly Clarkson (780.745789), 3032 / 5749, 0.53.\n",
+      "Kelly Leigh\n",
+      "got: Kelly Leigh (363.461243), 3033 / 5749, 0.53.\n",
+      "Kelly Osbourne\n",
+      "got: Kelly Osbourne (631.799011), 3034 / 5749, 0.53.\n",
+      "Kelly Ripa\n",
+      "got: Kelly Ripa (688.188232), 3035 / 5749, 0.53.\n",
+      "Kelly Santos\n",
+      "got: Kelly Santos (277.526886), 3036 / 5749, 0.53.\n",
+      "Kelsey Grammer\n",
+      "got: Kelsey Grammer (693.47467), 3037 / 5749, 0.53.\n",
+      "Kelvin Sampson\n",
+      "got: Kelvin Sampson (442.834076), 3038 / 5749, 0.53.\n",
+      "Kemal Dervis\n",
+      "got: Kemal Dervis (447.067566), 3039 / 5749, 0.53.\n",
+      "Ken Balk\n",
+      "got: Ken Balk (), 3040 / 5749, 0.53.\n",
+      "Ken Dorsey\n",
+      "got: Ken Dorsey (447.251221), 3041 / 5749, 0.53.\n",
+      "Ken Kutaragi\n",
+      "got: Ken Kutaragi (464.303284), 3042 / 5749, 0.53.\n",
+      "Ken Loach\n",
+      "got: Ken Loach (548.017639), 3043 / 5749, 0.53.\n",
+      "Ken Macha\n",
+      "got: Ken Macha (376.359222), 3044 / 5749, 0.53.\n",
+      "Ken Watanabe\n",
+      "got: Ken Watanabe (605.44397), 3045 / 5749, 0.53.\n",
+      "Ken Wharfe\n",
+      "got: Ken Wharfe (13.16642), 3046 / 5749, 0.53.\n",
+      "Kenenisa Bekele\n",
+      "got: Kenenisa Bekele (534.080139), 3047 / 5749, 0.53.\n",
+      "Kenneth Bowersox\n",
+      "got: Kenneth Bowersox (158.934845), 3048 / 5749, 0.53.\n",
+      "Kenneth Branagh\n",
+      "got: Kenneth Branagh (694.972656), 3049 / 5749, 0.53.\n",
+      "Kenneth Brill\n",
+      "got: Kenneth Brill (138.124756), 3050 / 5749, 0.53.\n",
+      "Kenneth Carlsen\n",
+      "got: Kenneth Carlsen (407.815216), 3051 / 5749, 0.53.\n",
+      "Kenneth Cooper\n",
+      "got: Kenneth Cooper (257.737274), 3052 / 5749, 0.53.\n",
+      "Kenneth Dam\n",
+      "got: Kenneth Dam (136.471573), 3053 / 5749, 0.53.\n",
+      "Kenneth Evans\n",
+      "got: Kenneth Evans (202.183395), 3054 / 5749, 0.53.\n",
+      "Kenneth Reichert\n",
+      "got: Kenneth Reichert (), 3055 / 5749, 0.53.\n",
+      "Kenny Brack\n",
+      "got: Kenny Brack (485.444), 3056 / 5749, 0.53.\n",
+      "Kenny Chesney\n",
+      "got: Kenny Chesney (743.054199), 3057 / 5749, 0.53.\n",
+      "Kent McCord\n",
+      "got: Kent McCord (429.212952), 3058 / 5749, 0.53.\n",
+      "Kent Robinson\n",
+      "got: Kent Robinson (128.715149), 3059 / 5749, 0.53.\n",
+      "Kent Rominger\n",
+      "got: Kent Rominger (327.94162), 3060 / 5749, 0.53.\n",
+      "Kevin Borseth\n",
+      "got: Kevin Borseth (311.256653), 3061 / 5749, 0.53.\n",
+      "Kevin Costner\n",
+      "got: Kevin Costner (736.890869), 3062 / 5749, 0.53.\n",
+      "Kevin Crane\n",
+      "got: Kevin Crane (30.419529), 3063 / 5749, 0.53.\n",
+      "Kevin Garnett\n",
+      "got: Kevin Garnett (662.272522), 3064 / 5749, 0.53.\n",
+      "Kevin Gil\n",
+      "got: Kevin Gil (3.668391), 3065 / 5749, 0.53.\n",
+      "Kevin Harvick\n",
+      "got: Kevin Harvick (685.434265), 3066 / 5749, 0.53.\n",
+      "Kevin Hearn\n",
+      "got: Kevin Hearn (398.776306), 3067 / 5749, 0.53.\n",
+      "Kevin James\n",
+      "got: Kevin James (638.169312), 3068 / 5749, 0.53.\n",
+      "Kevin Keegan\n",
+      "got: Kevin Keegan (617.797119), 3069 / 5749, 0.53.\n",
+      "Kevin Marshall\n",
+      "got: Kevin Marshall (329.787659), 3070 / 5749, 0.53.\n",
+      "Kevin Millwood\n",
+      "got: Kevin Millwood (408.904205), 3071 / 5749, 0.53.\n",
+      "Kevin Nealon\n",
+      "got: Kevin Nealon (532.736206), 3072 / 5749, 0.53.\n",
+      "Kevin Satterfield\n",
+      "got: Kevin Satterfield (1.183143), 3073 / 5749, 0.53.\n",
+      "Kevin Sorbo\n",
+      "got: Kevin Sorbo (557.0802), 3074 / 5749, 0.53.\n",
+      "Kevin Spacey\n",
+      "got: Kevin Spacey (816.434021), 3075 / 5749, 0.53.\n",
+      "Kevin Stallings\n",
+      "got: Kevin Stallings (410.939117), 3076 / 5749, 0.54.\n",
+      "Kevin Tarrant\n",
+      "got: Kevin Tarrant (143.275742), 3077 / 5749, 0.54.\n",
+      "Khader Rashid Rahim\n",
+      "got: Khader Rashid Rahim (), 3078 / 5749, 0.54.\n",
+      "Khaled Sawalhi\n",
+      "got: Khaled Sawalhi (), 3079 / 5749, 0.54.\n",
+      "Khalid Khannouchi\n",
+      "got: Khalid Khannouchi (357.082275), 3080 / 5749, 0.54.\n",
+      "Khalid Qazi\n",
+      "got: Khalid Qazi (175.42482), 3081 / 5749, 0.54.\n",
+      "Khatol Mohammad Zai\n",
+      "got: Khatol Mohammad Zai (), 3082 / 5749, 0.54.\n",
+      "Khin Nyunt\n",
+      "got: Khin Nyunt (346.009552), 3083 / 5749, 0.54.\n",
+      "Khum Bahadur Khadka\n",
+      "got: Khum Bahadur Khadka (349.654144), 3084 / 5749, 0.54.\n",
+      "Kieran Culkin\n",
+      "got: Kieran Culkin (584.104553), 3085 / 5749, 0.54.\n",
+      "Kieran Prendergast\n",
+      "got: Kieran Prendergast (290.102051), 3086 / 5749, 0.54.\n",
+      "Kifah Ajouri\n",
+      "got: Kifah Ajouri (), 3087 / 5749, 0.54.\n",
+      "Kiki Vandeweghe\n",
+      "got: Kiki Vandeweghe (457.417328), 3088 / 5749, 0.54.\n",
+      "Kim Cattrall\n",
+      "got: Kim Cattrall (642.968994), 3089 / 5749, 0.54.\n",
+      "Kim Chinn\n",
+      "got: Kim Chinn (), 3090 / 5749, 0.54.\n",
+      "Kim Clijsters\n",
+      "got: Kim Clijsters (647.221252), 3091 / 5749, 0.54.\n",
+      "Kim Dae-jung\n",
+      "got: Kim Dae-jung (994.472168), 3092 / 5749, 0.54.\n",
+      "Kim Dong-hwa\n",
+      "got: Kim Dong-hwa (106.634064), 3093 / 5749, 0.54.\n",
+      "Kim Dong-tae\n",
+      "got: Kim Dong-tae (54.738014), 3094 / 5749, 0.54.\n",
+      "Kim Gandy\n",
+      "got: Kim Gandy (290.570587), 3095 / 5749, 0.54.\n",
+      "Kim Hong-gul\n",
+      "got: Kim Hong-gul (394.834229), 3096 / 5749, 0.54.\n",
+      "Kim Hong-up\n",
+      "got: Kim Hong-up (344.658966), 3097 / 5749, 0.54.\n",
+      "Kim Jin-sun\n",
+      "got: Kim Jin-sun (403.173615), 3098 / 5749, 0.54.\n",
+      "Kim Jong-Il\n",
+      "got: Kim Jong-Il (1207.584473), 3099 / 5749, 0.54.\n",
+      "Kim Ryong-sung\n",
+      "got: Kim Ryong-sung (79.195663), 3100 / 5749, 0.54.\n",
+      "Kim Su Nam\n",
+      "got: Kim Su Nam (35.970036), 3101 / 5749, 0.54.\n",
+      "Kim Weeks\n",
+      "got: Kim Weeks (348.314301), 3102 / 5749, 0.54.\n",
+      "Kim Yong-il\n",
+      "got: Kim Yong-il (479.392822), 3103 / 5749, 0.54.\n",
+      "Kim Yun-kyu\n",
+      "got: Kim Yun-kyu (16.895939), 3104 / 5749, 0.54.\n",
+      "Kimberly Bruckner\n",
+      "got: Kimberly Bruckner (141.25087), 3105 / 5749, 0.54.\n",
+      "Kimberly Stewart\n",
+      "got: Kimberly Stewart (478.250519), 3106 / 5749, 0.54.\n",
+      "Kimi Raikkonen\n",
+      "got: Kimi Raikkonen (796.576904), 3107 / 5749, 0.54.\n",
+      "Kimora Lee\n",
+      "got: Kimora Lee (467.932495), 3108 / 5749, 0.54.\n",
+      "King Abdullah II\n",
+      "got: King Abdullah II (1358.028198), 3109 / 5749, 0.54.\n",
+      "King Bhumibol Adulyadej\n",
+      "got: King Bhumibol Adulyadej (1603.74585), 3110 / 5749, 0.54.\n",
+      "King Gyanendra\n",
+      "got: King Gyanendra (514.662292), 3111 / 5749, 0.54.\n",
+      "Kirby Puckett\n",
+      "got: Kirby Puckett (678.023132), 3112 / 5749, 0.54.\n",
+      "Kirk Doerger\n",
+      "got: Kirk Doerger (), 3113 / 5749, 0.54.\n",
+      "Kirk Douglas\n",
+      "got: Kirk Douglas (760.238647), 3114 / 5749, 0.54.\n",
+      "Kirk Ferentz\n",
+      "HTTP Error 503: Service Unavailable Kirk Ferentz\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Kirk Ferentz (509.214386), 3115 / 5749, 0.54.\n",
+      "Kirk Franklin\n",
+      "got: Kirk Franklin (647.551575), 3116 / 5749, 0.54.\n",
+      "Kirk Johnson\n",
+      "got: Kirk Johnson (366.182922), 3117 / 5749, 0.54.\n",
+      "Kirsten Clark\n",
+      "got: Kirsten Clark (250.514801), 3118 / 5749, 0.54.\n",
+      "Kirsten Dunst\n",
+      "got: Kirsten Dunst (719.170715), 3119 / 5749, 0.54.\n",
+      "Kirsten Gilham\n",
+      "got: Kirsten Gilham (), 3120 / 5749, 0.54.\n",
+      "Kit Bond\n",
+      "got: Kit Bond (647.08905), 3121 / 5749, 0.54.\n",
+      "Kitin Munoz\n",
+      "got: Kitin Munoz (382.646515), 3122 / 5749, 0.54.\n",
+      "Kjell Magne Bondevik\n",
+      "got: Kjell Magne Bondevik (578.138489), 3123 / 5749, 0.54.\n",
+      "Klaus Schwab\n",
+      "got: Klaus Schwab (434.667603), 3124 / 5749, 0.54.\n",
+      "Klaus Zwickel\n",
+      "got: Klaus Zwickel (225.129105), 3125 / 5749, 0.54.\n",
+      "Kobe Bryant\n",
+      "got: Kobe Bryant (817.019287), 3126 / 5749, 0.54.\n",
+      "Kofi Annan\n",
+      "got: Kofi Annan (996.280212), 3127 / 5749, 0.54.\n",
+      "Koichi Haraguchi\n",
+      "got: Koichi Haraguchi (252.403458), 3128 / 5749, 0.54.\n",
+      "Koichi Tanaka\n",
+      "got: Koichi Tanaka (473.049774), 3129 / 5749, 0.54.\n",
+      "Koichiro Matsuura\n",
+      "got: Koichiro Matsuura (373.217712), 3130 / 5749, 0.54.\n",
+      "Koji Uehara\n",
+      "got: Koji Uehara (568.79364), 3131 / 5749, 0.54.\n",
+      "Kong Quan\n",
+      "got: Kong Quan (241.257492), 3132 / 5749, 0.54.\n",
+      "Kostya Tszyu\n",
+      "got: Kostya Tszyu (478.22467), 3133 / 5749, 0.54.\n",
+      "Kosuke Kitajima\n",
+      "got: Kosuke Kitajima (549.627136), 3134 / 5749, 0.55.\n",
+      "Krishna Bhadur Mahara\n",
+      "got: Krishna Bhadur Mahara (), 3135 / 5749, 0.55.\n",
+      "Kristanna Loken\n",
+      "got: Kristanna Loken (568.542664), 3136 / 5749, 0.55.\n",
+      "Kristen Breitweiser\n",
+      "got: Kristen Breitweiser (158.271744), 3137 / 5749, 0.55.\n",
+      "Kristen Rivera\n",
+      "got: Kristen Rivera (5.790823), 3138 / 5749, 0.55.\n",
+      "Kristin Chenoweth\n",
+      "got: Kristin Chenoweth (674.973999), 3139 / 5749, 0.55.\n",
+      "Kristin Davis\n",
+      "got: Kristin Davis (616.994995), 3140 / 5749, 0.55.\n",
+      "Kristin Scott\n",
+      "got: Kristin Scott (521.862305), 3141 / 5749, 0.55.\n",
+      "Kristin Scott Thomas\n",
+      "got: Kristin Scott Thomas (852.329834), 3142 / 5749, 0.55.\n",
+      "Kristy Curry\n",
+      "got: Kristy Curry (327.953217), 3143 / 5749, 0.55.\n",
+      "Kultida Woods\n",
+      "got: Kultida Woods (344.553375), 3144 / 5749, 0.55.\n",
+      "Kurt Budke\n",
+      "got: Kurt Budke (313.066864), 3145 / 5749, 0.55.\n",
+      "Kurt Busch\n",
+      "got: Kurt Busch (639.666138), 3146 / 5749, 0.55.\n",
+      "Kurt Hellstrom\n",
+      "got: Kurt Hellstrom (217.53035), 3147 / 5749, 0.55.\n",
+      "Kurt Russell\n",
+      "got: Kurt Russell (663.811707), 3148 / 5749, 0.55.\n",
+      "Kurt Schottenheimer\n",
+      "got: Kurt Schottenheimer (314.435059), 3149 / 5749, 0.55.\n",
+      "Kurt Suzuki\n",
+      "got: Kurt Suzuki (473.154419), 3150 / 5749, 0.55.\n",
+      "Kurt Tanabe\n",
+      "got: Kurt Tanabe (), 3151 / 5749, 0.55.\n",
+      "Kurt Thomas\n",
+      "got: Kurt Thomas (452.87973), 3152 / 5749, 0.55.\n",
+      "Kurt Warner\n",
+      "got: Kurt Warner (649.352051), 3153 / 5749, 0.55.\n",
+      "Kwame Kilpatrick\n",
+      "got: Kwame Kilpatrick (488.676697), 3154 / 5749, 0.55.\n",
+      "Kweisi Mfume\n",
+      "got: Kweisi Mfume (401.929413), 3155 / 5749, 0.55.\n",
+      "Kwon Yang-sook\n",
+      "got: Kwon Yang-sook (455.314606), 3156 / 5749, 0.55.\n",
+      "Kwon Young-gil\n",
+      "got: Kwon Young-gil (), 3157 / 5749, 0.55.\n",
+      "Kyle McLaren\n",
+      "got: Kyle McLaren (324.76947), 3158 / 5749, 0.55.\n",
+      "Kyle Shewfelt\n",
+      "got: Kyle Shewfelt (327.037628), 3159 / 5749, 0.55.\n",
+      "Kyoko Nakayama\n",
+      "got: Kyoko Nakayama (376.581665), 3160 / 5749, 0.55.\n",
+      "Kyra Sedgwick\n",
+      "got: Kyra Sedgwick (618.783936), 3161 / 5749, 0.55.\n",
+      "LK Advani\n",
+      "got: LK Advani (272.156281), 3162 / 5749, 0.55.\n",
+      "Lachlan Murdoch\n",
+      "got: Lachlan Murdoch (486.010986), 3163 / 5749, 0.55.\n",
+      "Laila Ali\n",
+      "got: Laila Ali (577.014099), 3164 / 5749, 0.55.\n",
+      "Lana Clarkson\n",
+      "got: Lana Clarkson (470.824951), 3165 / 5749, 0.55.\n",
+      "Lance Armstrong\n",
+      "got: Lance Armstrong (710.695068), 3166 / 5749, 0.55.\n",
+      "Lance Bass\n",
+      "got: Lance Bass (582.195496), 3167 / 5749, 0.55.\n",
+      "Landon Donovan\n",
+      "got: Landon Donovan (659.261719), 3168 / 5749, 0.55.\n",
+      "Lane Bryant\n",
+      "got: Lane Bryant (596.683411), 3169 / 5749, 0.55.\n",
+      "Lane Odom\n",
+      "got: Lane Odom (138.80835), 3170 / 5749, 0.55.\n",
+      "Lara Logan\n",
+      "got: Lara Logan (484.543121), 3171 / 5749, 0.55.\n",
+      "Larenz Tate\n",
+      "got: Larenz Tate (544.334229), 3172 / 5749, 0.55.\n",
+      "Larry Anderson\n",
+      "got: Larry Anderson (354.909515), 3173 / 5749, 0.55.\n",
+      "Larry Beinfest\n",
+      "got: Larry Beinfest (283.625153), 3174 / 5749, 0.55.\n",
+      "Larry Bowa\n",
+      "got: Larry Bowa (484.006104), 3175 / 5749, 0.55.\n",
+      "Larry Brown\n",
+      "got: Larry Brown (576.203735), 3176 / 5749, 0.55.\n",
+      "Larry Campbell\n",
+      "got: Larry Campbell (411.535431), 3177 / 5749, 0.55.\n",
+      "Larry Coker\n",
+      "got: Larry Coker (412.159027), 3178 / 5749, 0.55.\n",
+      "Larry Donald\n",
+      "got: Larry Donald (343.276978), 3179 / 5749, 0.55.\n",
+      "Larry Ellison\n",
+      "got: Larry Ellison (628.350098), 3180 / 5749, 0.55.\n",
+      "Larry Eustachy\n",
+      "got: Larry Eustachy (407.131226), 3181 / 5749, 0.55.\n",
+      "Larry Flynt\n",
+      "got: Larry Flynt (570.258728), 3182 / 5749, 0.55.\n",
+      "Larry Greene\n",
+      "got: Larry Greene (203.465012), 3183 / 5749, 0.55.\n",
+      "Larry Hagman\n",
+      "got: Larry Hagman (601.751099), 3184 / 5749, 0.55.\n",
+      "Larry Hahn\n",
+      "got: Larry Hahn (2.550537), 3185 / 5749, 0.55.\n",
+      "Larry Harris\n",
+      "got: Larry Harris (358.208008), 3186 / 5749, 0.55.\n",
+      "Larry Johnson\n",
+      "got: Larry Johnson (563.147522), 3187 / 5749, 0.55.\n",
+      "Larry Lindsey\n",
+      "got: Larry Lindsey (183.127136), 3188 / 5749, 0.55.\n",
+      "Larry Lucchino\n",
+      "got: Larry Lucchino (392.530914), 3189 / 5749, 0.55.\n",
+      "Larry Nichols\n",
+      "got: Larry Nichols (331.225494), 3190 / 5749, 0.55.\n",
+      "Larry Pleau\n",
+      "got: Larry Pleau (302.864227), 3191 / 5749, 0.56.\n",
+      "Larry Ralston\n",
+      "got: Larry Ralston (145.336395), 3192 / 5749, 0.56.\n",
+      "Larry Tanenbaum\n",
+      "got: Larry Tanenbaum (380.508423), 3193 / 5749, 0.56.\n",
+      "Larry Templeton\n",
+      "got: Larry Templeton (18.35029), 3194 / 5749, 0.56.\n",
+      "Larry Thompson\n",
+      "got: Larry Thompson (196.048767), 3195 / 5749, 0.56.\n",
+      "Larry Wilmore\n",
+      "got: Larry Wilmore (504.430664), 3196 / 5749, 0.56.\n",
+      "Lars Burgsmuller\n",
+      "got: Lars Burgsmuller (331.603455), 3197 / 5749, 0.56.\n",
+      "Lars Von Trier\n",
+      "got: Lars Von Trier (887.759888), 3198 / 5749, 0.56.\n",
+      "Laszlo Kovacs\n",
+      "got: Laszlo Kovacs (425.789398), 3199 / 5749, 0.56.\n",
+      "Latrell Sprewell\n",
+      "got: Latrell Sprewell (505.494507), 3200 / 5749, 0.56.\n",
+      "Laura Bozzo\n",
+      "got: Laura Bozzo (469.322388), 3201 / 5749, 0.56.\n",
+      "Laura Bush\n",
+      "got: Laura Bush (619.228149), 3202 / 5749, 0.56.\n",
+      "Laura Elena Harring\n",
+      "got: Laura Elena Harring (434.160522), 3203 / 5749, 0.56.\n",
+      "Laura Flessel\n",
+      "got: Laura Flessel (462.421173), 3204 / 5749, 0.56.\n",
+      "Laura Gobai\n",
+      "got: Laura Gobai (), 3205 / 5749, 0.56.\n",
+      "Laura Hernandez\n",
+      "got: Laura Hernandez (161.366425), 3206 / 5749, 0.56.\n",
+      "Laura Linney\n",
+      "got: Laura Linney (672.118042), 3207 / 5749, 0.56.\n",
+      "Laura Marlow\n",
+      "got: Laura Marlow (0.801319), 3208 / 5749, 0.56.\n",
+      "Laura Morante\n",
+      "got: Laura Morante (485.40979), 3209 / 5749, 0.56.\n",
+      "Laura Pausini\n",
+      "got: Laura Pausini (726.899231), 3210 / 5749, 0.56.\n",
+      "Laura Romero\n",
+      "got: Laura Romero (126.7603), 3211 / 5749, 0.56.\n",
+      "Laura Schlessinger\n",
+      "got: Laura Schlessinger (520.480591), 3212 / 5749, 0.56.\n",
+      "Laura Ziskin\n",
+      "got: Laura Ziskin (407.12265), 3213 / 5749, 0.56.\n",
+      "Laurel Clark\n",
+      "got: Laurel Clark (410.504242), 3214 / 5749, 0.56.\n",
+      "Lauren Hutton\n",
+      "got: Lauren Hutton (548.544739), 3215 / 5749, 0.56.\n",
+      "Lauren Killian\n",
+      "got: Lauren Killian (288.764984), 3216 / 5749, 0.56.\n",
+      "Laurence Fishburne\n",
+      "got: Laurence Fishburne (678.930298), 3217 / 5749, 0.56.\n",
+      "Laurence Tribe\n",
+      "got: Laurence Tribe (488.128632), 3218 / 5749, 0.56.\n",
+      "Laurent Gbagbo\n",
+      "got: Laurent Gbagbo (560.977844), 3219 / 5749, 0.56.\n",
+      "Laurent Jalabert\n",
+      "got: Laurent Jalabert (599.634155), 3220 / 5749, 0.56.\n",
+      "Laurent Woulzy\n",
+      "got: Laurent Woulzy (), 3221 / 5749, 0.56.\n",
+      "Laurie Chan\n",
+      "got: Laurie Chan (181.535965), 3222 / 5749, 0.56.\n",
+      "Laurie Hobbs\n",
+      "got: Laurie Hobbs (), 3223 / 5749, 0.56.\n",
+      "Laurie Laychak\n",
+      "got: Laurie Laychak (), 3224 / 5749, 0.56.\n",
+      "Laurie Pirtle\n",
+      "got: Laurie Pirtle (), 3225 / 5749, 0.56.\n",
+      "Lawrence Di Rita\n",
+      "got: Lawrence Di Rita (332.45285), 3226 / 5749, 0.56.\n",
+      "Lawrence Foley\n",
+      "got: Lawrence Foley (1.323233), 3227 / 5749, 0.56.\n",
+      "Lawrence MacAulay\n",
+      "got: Lawrence MacAulay (435.234833), 3228 / 5749, 0.56.\n",
+      "Lawrence Roberts\n",
+      "got: Lawrence Roberts (378.150848), 3229 / 5749, 0.56.\n",
+      "Lawrence Vito\n",
+      "got: Lawrence Vito (2.98411), 3230 / 5749, 0.56.\n",
+      "Lazaro Castro\n",
+      "got: Lazaro Castro (153.499481), 3231 / 5749, 0.56.\n",
+      "LeAnn Rimes\n",
+      "got: LeAnn Rimes (705.156372), 3232 / 5749, 0.56.\n",
+      "LeBron James\n",
+      "got: LeBron James (1448.620483), 3233 / 5749, 0.56.\n",
+      "LeRoy Millette Jr\n",
+      "got: LeRoy Millette Jr (136.938873), 3234 / 5749, 0.56.\n",
+      "Lea Fastow\n",
+      "got: Lea Fastow (336.361237), 3235 / 5749, 0.56.\n",
+      "Leah Remini\n",
+      "got: Leah Remini (614.61792), 3236 / 5749, 0.56.\n",
+      "Leander Paes\n",
+      "got: Leander Paes (657.12915), 3237 / 5749, 0.56.\n",
+      "Leandrinho Barbosa\n",
+      "got: Leandrinho Barbosa (280.164001), 3238 / 5749, 0.56.\n",
+      "Leandro Andrade\n",
+      "got: Leandro Andrade (366.134888), 3239 / 5749, 0.56.\n",
+      "Leandro Garcia\n",
+      "got: Leandro Garcia (377.721741), 3240 / 5749, 0.56.\n",
+      "Lech Walesa\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Lech Walesa (700.139282), 3241 / 5749, 0.56.\n",
+      "Lee Ann Knight\n",
+      "got: Lee Ann Knight (2.520611), 3242 / 5749, 0.56.\n",
+      "Lee Ann Terlaji\n",
+      "got: Lee Ann Terlaji (), 3243 / 5749, 0.56.\n",
+      "Lee Ann Womack\n",
+      "got: Lee Ann Womack (725.853821), 3244 / 5749, 0.56.\n",
+      "Lee Baca\n",
+      "got: Lee Baca (375.41275), 3245 / 5749, 0.56.\n",
+      "Lee Byung-woong\n",
+      "got: Lee Byung-woong (24.721802), 3246 / 5749, 0.56.\n",
+      "Lee Chang-dong\n",
+      "got: Lee Chang-dong (658.626831), 3247 / 5749, 0.56.\n",
+      "Lee Hoi-chang\n",
+      "got: Lee Hoi-chang (565.050415), 3248 / 5749, 0.56.\n",
+      "Lee Hong-ki\n",
+      "got: Lee Hong-ki (545.216675), 3249 / 5749, 0.57.\n",
+      "Lee Hyung-taik\n",
+      "got: Lee Hyung-taik (536.134521), 3250 / 5749, 0.57.\n",
+      "Lee Jun\n",
+      "got: Lee Jun (478.268372), 3251 / 5749, 0.57.\n",
+      "Lee Nam-shin\n",
+      "got: Lee Nam-shin (13.024963), 3252 / 5749, 0.57.\n",
+      "Lee Soo-hyuck\n",
+      "got: Lee Soo-hyuck (121.431137), 3253 / 5749, 0.57.\n",
+      "Lee Tae-sik\n",
+      "got: Lee Tae-sik (344.605713), 3254 / 5749, 0.57.\n",
+      "Lee Yeo-jin\n",
+      "got: Lee Yeo-jin (326.563232), 3255 / 5749, 0.57.\n",
+      "Lee Yuan-tseh\n",
+      "got: Lee Yuan-tseh (705.84491), 3256 / 5749, 0.57.\n",
+      "Leigh Winchell\n",
+      "got: Leigh Winchell (), 3257 / 5749, 0.57.\n",
+      "Leisel Jones\n",
+      "got: Leisel Jones (475.610962), 3258 / 5749, 0.57.\n",
+      "Lela Rochon\n",
+      "got: Lela Rochon (480.857086), 3259 / 5749, 0.57.\n",
+      "Leland Chapman\n",
+      "got: Leland Chapman (458.002747), 3260 / 5749, 0.57.\n",
+      "Lemuel Montulo\n",
+      "got: Lemuel Montulo (), 3261 / 5749, 0.57.\n",
+      "Len Jenoff\n",
+      "got: Len Jenoff (), 3262 / 5749, 0.57.\n",
+      "Lena Katina\n",
+      "got: Lena Katina (511.710175), 3263 / 5749, 0.57.\n",
+      "Lena Olin\n",
+      "got: Lena Olin (536.396362), 3264 / 5749, 0.57.\n",
+      "Lene Espersen\n",
+      "got: Lene Espersen (384.747314), 3265 / 5749, 0.57.\n",
+      "Leni Bjorklund\n",
+      "got: Leni Bjorklund (310.693054), 3266 / 5749, 0.57.\n",
+      "Lennart Johansson\n",
+      "got: Lennart Johansson (399.524811), 3267 / 5749, 0.57.\n",
+      "Lennox Lewis\n",
+      "got: Lennox Lewis (607.068115), 3268 / 5749, 0.57.\n",
+      "Lenny Kravitz\n",
+      "got: Lenny Kravitz (760.677124), 3269 / 5749, 0.57.\n",
+      "Lenny Wilkens\n",
+      "got: Lenny Wilkens (524.160706), 3270 / 5749, 0.57.\n",
+      "Leo Mullin\n",
+      "got: Leo Mullin (246.732239), 3271 / 5749, 0.57.\n",
+      "Leo Ramirez\n",
+      "got: Leo Ramirez (169.771011), 3272 / 5749, 0.57.\n",
+      "Leon Barmore\n",
+      "got: Leon Barmore (358.616852), 3273 / 5749, 0.57.\n",
+      "Leon LaPorte\n",
+      "got: Leon LaPorte (108.845154), 3274 / 5749, 0.57.\n",
+      "Leon Lai\n",
+      "got: Leon Lai (583.588745), 3275 / 5749, 0.57.\n",
+      "Leon Silver\n",
+      "got: Leon Silver (291.986481), 3276 / 5749, 0.57.\n",
+      "Leonard Glick\n",
+      "got: Leonard Glick (148.642761), 3277 / 5749, 0.57.\n",
+      "Leonard Hamilton\n",
+      "got: Leonard Hamilton (393.896362), 3278 / 5749, 0.57.\n",
+      "Leonard Schrank\n",
+      "got: Leonard Schrank (), 3279 / 5749, 0.57.\n",
+      "Leonardo Del Vecchio\n",
+      "got: Leonardo Del Vecchio (568.551147), 3280 / 5749, 0.57.\n",
+      "Leonardo DiCaprio\n",
+      "got: Leonardo DiCaprio (839.141174), 3281 / 5749, 0.57.\n",
+      "Leonardo Fernandez\n",
+      "got: Leonardo Fernandez (310.67981), 3282 / 5749, 0.57.\n",
+      "Leonid Kuchma\n",
+      "got: Leonid Kuchma (509.04306), 3283 / 5749, 0.57.\n",
+      "Lesia Burlak\n",
+      "got: Lesia Burlak (), 3284 / 5749, 0.57.\n",
+      "Lesley Coppin\n",
+      "got: Lesley Coppin (), 3285 / 5749, 0.57.\n",
+      "Lesley Flood\n",
+      "got: Lesley Flood (130.996094), 3286 / 5749, 0.57.\n",
+      "Lesley McCulloch\n",
+      "got: Lesley McCulloch (), 3287 / 5749, 0.57.\n",
+      "Leslie Ann Woodward\n",
+      "got: Leslie Ann Woodward (199.567642), 3288 / 5749, 0.57.\n",
+      "Leslie Caldwell\n",
+      "got: Leslie Caldwell (155.642136), 3289 / 5749, 0.57.\n",
+      "Leslie Moonves\n",
+      "got: Leslie Moonves (309.060852), 3290 / 5749, 0.57.\n",
+      "Leslie Wiser Jr\n",
+      "got: Leslie Wiser Jr (), 3291 / 5749, 0.57.\n",
+      "Lester Holt\n",
+      "got: Lester Holt (533.259705), 3292 / 5749, 0.57.\n",
+      "Leszek Miller\n",
+      "got: Leszek Miller (533.815186), 3293 / 5749, 0.57.\n",
+      "Leticia Dolera\n",
+      "got: Leticia Dolera (477.518555), 3294 / 5749, 0.57.\n",
+      "Leticia Van de Putte\n",
+      "got: Leticia Van de Putte (562.904663), 3295 / 5749, 0.57.\n",
+      "Leuris Pupo\n",
+      "got: Leuris Pupo (307.729492), 3296 / 5749, 0.57.\n",
+      "Lew Rywin\n",
+      "got: Lew Rywin (383.727631), 3297 / 5749, 0.57.\n",
+      "Lewis Booth\n",
+      "got: Lewis Booth (291.671906), 3298 / 5749, 0.57.\n",
+      "Li Changchun\n",
+      "got: Li Changchun (447.37973), 3299 / 5749, 0.57.\n",
+      "Li Ka-shing\n",
+      "got: Li Ka-shing (844.140991), 3300 / 5749, 0.57.\n",
+      "Li Peng\n",
+      "got: Li Peng (524.682678), 3301 / 5749, 0.57.\n",
+      "Li Ruihuan\n",
+      "got: Li Ruihuan (422.587402), 3302 / 5749, 0.57.\n",
+      "Li Zhaoxing\n",
+      "got: Li Zhaoxing (383.646179), 3303 / 5749, 0.57.\n",
+      "Liam Neeson\n",
+      "got: Liam Neeson (724.993774), 3304 / 5749, 0.57.\n",
+      "Liane Janda\n",
+      "got: Liane Janda (), 3305 / 5749, 0.57.\n",
+      "Lidija Djukanovic\n",
+      "got: Lidija Djukanovic (), 3306 / 5749, 0.58.\n",
+      "Lili Marinho\n",
+      "got: Lili Marinho (), 3307 / 5749, 0.58.\n",
+      "Lili Taylor\n",
+      "got: Lili Taylor (542.473145), 3308 / 5749, 0.58.\n",
+      "Liliana Cavani\n",
+      "got: Liliana Cavani (439.27417), 3309 / 5749, 0.58.\n",
+      "Lily Safra\n",
+      "got: Lily Safra (396.043549), 3310 / 5749, 0.58.\n",
+      "Lily Tomlin\n",
+      "got: Lily Tomlin (677.621216), 3311 / 5749, 0.58.\n",
+      "Lim Dong-won\n",
+      "got: Lim Dong-won (377.571747), 3312 / 5749, 0.58.\n",
+      "Lima Azimi\n",
+      "got: Lima Azimi (278.693909), 3313 / 5749, 0.58.\n",
+      "Lin Yi-fu\n",
+      "got: Lin Yi-fu (398.211243), 3314 / 5749, 0.58.\n",
+      "Lin Yung Hsi\n",
+      "got: Lin Yung Hsi (174.661469), 3315 / 5749, 0.58.\n",
+      "Lina Krasnoroutskaya\n",
+      "got: Lina Krasnoroutskaya (355.640259), 3316 / 5749, 0.58.\n",
+      "Lincoln Chafee\n",
+      "got: Lincoln Chafee (488.926758), 3317 / 5749, 0.58.\n",
+      "Linda Amicangioli\n",
+      "got: Linda Amicangioli (), 3318 / 5749, 0.58.\n",
+      "Linda Baboolal\n",
+      "got: Linda Baboolal (208.076996), 3319 / 5749, 0.58.\n",
+      "Linda Dano\n",
+      "got: Linda Dano (407.772064), 3320 / 5749, 0.58.\n",
+      "Linda Franklin\n",
+      "got: Linda Franklin (144.806259), 3321 / 5749, 0.58.\n",
+      "Linda Ham\n",
+      "got: Linda Ham (314.888702), 3322 / 5749, 0.58.\n",
+      "Linda Lingle\n",
+      "got: Linda Lingle (431.108734), 3323 / 5749, 0.58.\n",
+      "Linda Mason\n",
+      "got: Linda Mason (305.71225), 3324 / 5749, 0.58.\n",
+      "Linda Sanchez\n",
+      "got: Linda Sanchez (528.151611), 3325 / 5749, 0.58.\n",
+      "Lindsay Benko\n",
+      "got: Lindsay Benko (379.767792), 3326 / 5749, 0.58.\n",
+      "Lindsay Davenport\n",
+      "got: Lindsay Davenport (636.743225), 3327 / 5749, 0.58.\n",
+      "Lindsay Lohan\n",
+      "got: Lindsay Lohan (777.568726), 3328 / 5749, 0.58.\n",
+      "Lindsey Graham\n",
+      "got: Lindsey Graham (895.357727), 3329 / 5749, 0.58.\n",
+      "Lindy Ruff\n",
+      "got: Lindy Ruff (392.380249), 3330 / 5749, 0.58.\n",
+      "Linn Thornton\n",
+      "got: Linn Thornton (), 3331 / 5749, 0.58.\n",
+      "Lino Oviedo\n",
+      "got: Lino Oviedo (363.807648), 3332 / 5749, 0.58.\n",
+      "Linus Roache\n",
+      "got: Linus Roache (500.56662), 3333 / 5749, 0.58.\n",
+      "Lionel Chalmers\n",
+      "got: Lionel Chalmers (322.328583), 3334 / 5749, 0.58.\n",
+      "Lionel Hampton\n",
+      "got: Lionel Hampton (735.187195), 3335 / 5749, 0.58.\n",
+      "Lionel Richie\n",
+      "got: Lionel Richie (773.796021), 3336 / 5749, 0.58.\n",
+      "Lisa Girman\n",
+      "got: Lisa Girman (257.33432), 3337 / 5749, 0.58.\n",
+      "Lisa Gottsegen\n",
+      "got: Lisa Gottsegen (194.038696), 3338 / 5749, 0.58.\n",
+      "Lisa Leslie\n",
+      "got: Lisa Leslie (637.836548), 3339 / 5749, 0.58.\n",
+      "Lisa Ling\n",
+      "got: Lisa Ling (498.454651), 3340 / 5749, 0.58.\n",
+      "Lisa Marie Presley\n",
+      "got: Lisa Marie Presley (916.779541), 3341 / 5749, 0.58.\n",
+      "Lisa Murkowski\n",
+      "got: Lisa Murkowski (660.079773), 3342 / 5749, 0.58.\n",
+      "Lisa Raymond\n",
+      "got: Lisa Raymond (523.250916), 3343 / 5749, 0.58.\n",
+      "Lisa Stansfield\n",
+      "got: Lisa Stansfield (616.261108), 3344 / 5749, 0.58.\n",
+      "Lisa Stone\n",
+      "got: Lisa Stone (346.922272), 3345 / 5749, 0.58.\n",
+      "Liu Mingkang\n",
+      "got: Liu Mingkang (316.324127), 3346 / 5749, 0.58.\n",
+      "Liu Xiaoqing\n",
+      "got: Liu Xiaoqing (472.979492), 3347 / 5749, 0.58.\n",
+      "Liu Ye\n",
+      "got: Liu Ye (513.059326), 3348 / 5749, 0.58.\n",
+      "Liv Tyler\n",
+      "got: Liv Tyler (672.185608), 3349 / 5749, 0.58.\n",
+      "Liza Minnelli\n",
+      "got: Liza Minnelli (710.00293), 3350 / 5749, 0.58.\n",
+      "Lleyton Hewitt\n",
+      "got: Lleyton Hewitt (648.618652), 3351 / 5749, 0.58.\n",
+      "Lloyd Mudiwa\n",
+      "got: Lloyd Mudiwa (), 3352 / 5749, 0.58.\n",
+      "Lloyd Novick\n",
+      "got: Lloyd Novick (18.41337), 3353 / 5749, 0.58.\n",
+      "Lloyd Richards\n",
+      "got: Lloyd Richards (367.839111), 3354 / 5749, 0.58.\n",
+      "Lloyd Ward\n",
+      "got: Lloyd Ward (148.04007), 3355 / 5749, 0.58.\n",
+      "Lois Smart\n",
+      "got: Lois Smart (274.587219), 3356 / 5749, 0.58.\n",
+      "Lokendra Bahadur Chand\n",
+      "got: Lokendra Bahadur Chand (470.834473), 3357 / 5749, 0.58.\n",
+      "Lon Kruger\n",
+      "got: Lon Kruger (406.966949), 3358 / 5749, 0.58.\n",
+      "Lonnie Donegan\n",
+      "got: Lonnie Donegan (480.467377), 3359 / 5749, 0.58.\n",
+      "Lope Mendoza\n",
+      "got: Lope Mendoza (23.902161), 3360 / 5749, 0.58.\n",
+      "Lord Hutton\n",
+      "got: Lord Hutton (277.364777), 3361 / 5749, 0.58.\n",
+      "Loretta Lynn Harper\n",
+      "got: Loretta Lynn Harper (), 3362 / 5749, 0.58.\n",
+      "Lori Berenson\n",
+      "got: Lori Berenson (352.936951), 3363 / 5749, 0.58.\n",
+      "Lorne Michaels\n",
+      "got: Lorne Michaels (620.241211), 3364 / 5749, 0.59.\n",
+      "Lorraine Bracco\n",
+      "got: Lorraine Bracco (594.139282), 3365 / 5749, 0.59.\n",
+      "Lorraine Fenton\n",
+      "got: Lorraine Fenton (301.374664), 3366 / 5749, 0.59.\n",
+      "Lou Lang\n",
+      "got: Lou Lang (344.282745), 3367 / 5749, 0.59.\n",
+      "Lou Piniella\n",
+      "got: Lou Piniella (526.523926), 3368 / 5749, 0.59.\n",
+      "Lou Reed\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Lou Reed (731.353516), 3369 / 5749, 0.59.\n",
+      "Lou Ye\n",
+      "got: Lou Ye (409.201202), 3370 / 5749, 0.59.\n",
+      "Louis Van Gaal\n",
+      "got: Louis Van Gaal (881.163696), 3371 / 5749, 0.59.\n",
+      "Louisa Baileche\n",
+      "got: Louisa Baileche (298.06601), 3372 / 5749, 0.59.\n",
+      "Lubomir Zaoralek\n",
+      "got: Lubomir Zaoralek (380.797577), 3373 / 5749, 0.59.\n",
+      "Luc Montagnier\n",
+      "got: Luc Montagnier (527.292847), 3374 / 5749, 0.59.\n",
+      "Luca Cordero di Montezemolo\n",
+      "got: Luca Cordero di Montezemolo (854.127563), 3375 / 5749, 0.59.\n",
+      "Lucas Wysocki\n",
+      "got: Lucas Wysocki (), 3376 / 5749, 0.59.\n",
+      "Lucia Kenny Anthony\n",
+      "got: Lucia Kenny Anthony (60.666897), 3377 / 5749, 0.59.\n",
+      "Luciano Bovicelli\n",
+      "got: Luciano Bovicelli (226.418228), 3378 / 5749, 0.59.\n",
+      "Luciano Pavarotti\n",
+      "got: Luciano Pavarotti (766.50946), 3379 / 5749, 0.59.\n",
+      "Lucie Lapovsky\n",
+      "got: Lucie Lapovsky (), 3380 / 5749, 0.59.\n",
+      "Lucio Angulo\n",
+      "got: Lucio Angulo (326.103149), 3381 / 5749, 0.59.\n",
+      "Lucio Cecchinello\n",
+      "got: Lucio Cecchinello (387.186066), 3382 / 5749, 0.59.\n",
+      "Lucio Gutierrez\n",
+      "got: Lucio Gutierrez (433.024078), 3383 / 5749, 0.59.\n",
+      "Lucio Stanca\n",
+      "got: Lucio Stanca (310.604675), 3384 / 5749, 0.59.\n",
+      "Lucrecia Orozco\n",
+      "got: Lucrecia Orozco (146.864807), 3385 / 5749, 0.59.\n",
+      "Lucy Liu\n",
+      "got: Lucy Liu (678.610596), 3386 / 5749, 0.59.\n",
+      "Ludivine Sagnier\n",
+      "got: Ludivine Sagnier (523.032349), 3387 / 5749, 0.59.\n",
+      "Ludwig Ovalle\n",
+      "got: Ludwig Ovalle (), 3388 / 5749, 0.59.\n",
+      "Luis Berrondo\n",
+      "got: Luis Berrondo (108.052353), 3389 / 5749, 0.59.\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "got: Luis Ernesto Derbez Bautista (456.915131), 3390 / 5749, 0.59.\n",
+      "Luis Figo\n",
+      "got: Luis Figo (691.199707), 3391 / 5749, 0.59.\n",
+      "Luis Fonsi\n",
+      "got: Luis Fonsi (686.816467), 3392 / 5749, 0.59.\n",
+      "Luis Gonzalez\n",
+      "got: Luis Gonzalez (506.827057), 3393 / 5749, 0.59.\n",
+      "Luis Gonzalez Macchi\n",
+      "got: Luis Gonzalez Macchi (357.043701), 3394 / 5749, 0.59.\n",
+      "Luis Guzman\n",
+      "got: Luis Guzman (585.761902), 3395 / 5749, 0.59.\n",
+      "Luis Horna\n",
+      "got: Luis Horna (429.917938), 3396 / 5749, 0.59.\n",
+      "Luis Pujols\n",
+      "got: Luis Pujols (341.002258), 3397 / 5749, 0.59.\n",
+      "Luis Rosario Huertas\n",
+      "got: Luis Rosario Huertas (), 3398 / 5749, 0.59.\n",
+      "Luis Sanchez\n",
+      "got: Luis Sanchez (340.897339), 3399 / 5749, 0.59.\n",
+      "Luiz Felipe Scolari\n",
+      "got: Luiz Felipe Scolari (883.234924), 3400 / 5749, 0.59.\n",
+      "Luiz Inacio Lula da Silva\n",
+      "got: Luiz Inacio Lula da Silva (2100.326416), 3401 / 5749, 0.59.\n",
+      "Luke Ridnour\n",
+      "got: Luke Ridnour (436.099487), 3402 / 5749, 0.59.\n",
+      "Luke Smith\n",
+      "got: Luke Smith (364.997864), 3403 / 5749, 0.59.\n",
+      "Luke Walton\n",
+      "got: Luke Walton (585.05957), 3404 / 5749, 0.59.\n",
+      "Luo Linquan\n",
+      "got: Luo Linquan (275.587585), 3405 / 5749, 0.59.\n",
+      "Luther Htu\n",
+      "got: Luther Htu (), 3406 / 5749, 0.59.\n",
+      "Lutz Freitag\n",
+      "got: Lutz Freitag (215.801453), 3407 / 5749, 0.59.\n",
+      "Lydia Shum\n",
+      "got: Lydia Shum (473.855743), 3408 / 5749, 0.59.\n",
+      "Lyle Lovett\n",
+      "got: Lyle Lovett (610.853088), 3409 / 5749, 0.59.\n",
+      "Lyle Vanclief\n",
+      "got: Lyle Vanclief (280.633911), 3410 / 5749, 0.59.\n",
+      "Lynn Abraham\n",
+      "got: Lynn Abraham (352.222504), 3411 / 5749, 0.59.\n",
+      "Lynn Redgrave\n",
+      "got: Lynn Redgrave (545.56958), 3412 / 5749, 0.59.\n",
+      "Lynne Cheney\n",
+      "got: Lynne Cheney (437.751709), 3413 / 5749, 0.59.\n",
+      "Lynne Slepian\n",
+      "got: Lynne Slepian (), 3414 / 5749, 0.59.\n",
+      "Lynne Thigpen\n",
+      "got: Lynne Thigpen (483.868622), 3415 / 5749, 0.59.\n",
+      "Lyudmila Putin\n",
+      "got: Lyudmila Putin (357.142212), 3416 / 5749, 0.59.\n",
+      "MC Hammer\n",
+      "got: MC Hammer (675.726624), 3417 / 5749, 0.59.\n",
+      "Mack Brown\n",
+      "got: Mack Brown (507.541809), 3418 / 5749, 0.59.\n",
+      "Madeleine Albright\n",
+      "got: Madeleine Albright (697.197754), 3419 / 5749, 0.59.\n",
+      "Madeleine Webber\n",
+      "got: Madeleine Webber (46.1922), 3420 / 5749, 0.59.\n",
+      "Madge Overhouse\n",
+      "got: Madge Overhouse (), 3421 / 5749, 0.60.\n",
+      "Madonna\n",
+      "got: Madonna (123.736649), 3422 / 5749, 0.60.\n",
+      "Mae Jemison\n",
+      "got: Mae Jemison (409.378998), 3423 / 5749, 0.60.\n",
+      "Magda Kertasz\n",
+      "got: Magda Kertasz (), 3424 / 5749, 0.60.\n",
+      "Magdalena Maleeva\n",
+      "got: Magdalena Maleeva (428.211121), 3425 / 5749, 0.60.\n",
+      "Maggie Cheung\n",
+      "got: Maggie Cheung (585.654968), 3426 / 5749, 0.60.\n",
+      "Maggie Smith\n",
+      "got: Maggie Smith (768.099182), 3427 / 5749, 0.60.\n",
+      "Magui Serna\n",
+      "got: Magui Serna (399.68161), 3428 / 5749, 0.60.\n",
+      "Maha Habib\n",
+      "got: Maha Habib (), 3429 / 5749, 0.60.\n",
+      "Mahathir Mohamad\n",
+      "got: Mahathir Mohamad (986.683594), 3430 / 5749, 0.60.\n",
+      "Mahdi Al Bassam\n",
+      "got: Mahdi Al Bassam (), 3431 / 5749, 0.60.\n",
+      "Mahendra Chaudhry\n",
+      "got: Mahendra Chaudhry (356.634521), 3432 / 5749, 0.60.\n",
+      "Mahima Chaudhari\n",
+      "got: Mahima Chaudhari (1.755401), 3433 / 5749, 0.60.\n",
+      "Mahmoud Abbas\n",
+      "got: Mahmoud Abbas (575.084595), 3434 / 5749, 0.60.\n",
+      "Mahmoud Al Zhar\n",
+      "got: Mahmoud Al Zhar (), 3435 / 5749, 0.60.\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "got: Mahmoud Diyab al-Ahmed (), 3436 / 5749, 0.60.\n",
+      "Makhdoom Amin Fahim\n",
+      "got: Makhdoom Amin Fahim (306.460022), 3437 / 5749, 0.60.\n",
+      "Makiko Tanaka\n",
+      "got: Makiko Tanaka (437.236877), 3438 / 5749, 0.60.\n",
+      "Makiya Ali Hassan\n",
+      "got: Makiya Ali Hassan (), 3439 / 5749, 0.60.\n",
+      "Malak Habbak\n",
+      "got: Malak Habbak (), 3440 / 5749, 0.60.\n",
+      "Malcolm Glazer\n",
+      "got: Malcolm Glazer (451.426788), 3441 / 5749, 0.60.\n",
+      "Malcolm Jamal Warner\n",
+      "got: Malcolm Jamal Warner (740.588013), 3442 / 5749, 0.60.\n",
+      "Malcolm Wild\n",
+      "got: Malcolm Wild (186.843292), 3443 / 5749, 0.60.\n",
+      "Malik Mahmud\n",
+      "got: Malik Mahmud (253.965744), 3444 / 5749, 0.60.\n",
+      "Mamdouh Habib\n",
+      "got: Mamdouh Habib (317.446991), 3445 / 5749, 0.60.\n",
+      "Manfred Reyes Villa\n",
+      "got: Manfred Reyes Villa (437.212524), 3446 / 5749, 0.60.\n",
+      "Manfred Stolpe\n",
+      "got: Manfred Stolpe (370.133392), 3447 / 5749, 0.60.\n",
+      "Manijeh Hekmat\n",
+      "got: Manijeh Hekmat (375.850677), 3448 / 5749, 0.60.\n",
+      "Manuel Gehring\n",
+      "got: Manuel Gehring (1.009923), 3449 / 5749, 0.60.\n",
+      "Manuel Jesus\n",
+      "got: Manuel Jesus (242.44072), 3450 / 5749, 0.60.\n",
+      "Manuel Llorente\n",
+      "got: Manuel Llorente (256.175659), 3451 / 5749, 0.60.\n",
+      "Manuel Pellegrini\n",
+      "got: Manuel Pellegrini (622.226501), 3452 / 5749, 0.60.\n",
+      "Manuel Poggiali\n",
+      "got: Manuel Poggiali (430.25351), 3453 / 5749, 0.60.\n",
+      "Manuel Rosendo\n",
+      "got: Manuel Rosendo (14.903005), 3454 / 5749, 0.60.\n",
+      "Manuela Montebrun\n",
+      "got: Manuela Montebrun (367.480469), 3455 / 5749, 0.60.\n",
+      "Mara Georges\n",
+      "got: Mara Georges (3.280492), 3456 / 5749, 0.60.\n",
+      "Marat Safin\n",
+      "got: Marat Safin (596.106567), 3457 / 5749, 0.60.\n",
+      "Marc-Andre Fleury\n",
+      "got: Marc-Andre Fleury (722.55011), 3458 / 5749, 0.60.\n",
+      "Marc Anthony\n",
+      "got: Marc Anthony (727.568054), 3459 / 5749, 0.60.\n",
+      "Marc Bulger\n",
+      "got: Marc Bulger (420.838776), 3460 / 5749, 0.60.\n",
+      "Marc Gold\n",
+      "got: Marc Gold (308.134155), 3461 / 5749, 0.60.\n",
+      "Marc Grossman\n",
+      "got: Marc Grossman (347.223694), 3462 / 5749, 0.60.\n",
+      "Marc Leger\n",
+      "got: Marc Leger (214.329437), 3463 / 5749, 0.60.\n",
+      "Marc Racicot\n",
+      "got: Marc Racicot (369.265411), 3464 / 5749, 0.60.\n",
+      "Marc Shaiman\n",
+      "got: Marc Shaiman (491.674377), 3465 / 5749, 0.60.\n",
+      "Marcella Anderson\n",
+      "got: Marcella Anderson (), 3466 / 5749, 0.60.\n",
+      "Marcelo Bielsa\n",
+      "got: Marcelo Bielsa (660.127075), 3467 / 5749, 0.60.\n",
+      "Marcelo Ebrard\n",
+      "got: Marcelo Ebrard (508.22406), 3468 / 5749, 0.60.\n",
+      "Marcelo Rios\n",
+      "got: Marcelo Rios (562.775635), 3469 / 5749, 0.60.\n",
+      "Marcelo Salas\n",
+      "got: Marcelo Salas (531.946777), 3470 / 5749, 0.60.\n",
+      "Marcio de Souza\n",
+      "got: Marcio de Souza (349.547424), 3471 / 5749, 0.60.\n",
+      "Marco Antonio Barrera\n",
+      "got: Marco Antonio Barrera (632.812561), 3472 / 5749, 0.60.\n",
+      "Marco Archer Cardoso Moreira\n",
+      "got: Marco Archer Cardoso Moreira (284.465454), 3473 / 5749, 0.60.\n",
+      "Marco Irizarry\n",
+      "got: Marco Irizarry (), 3474 / 5749, 0.60.\n",
+      "Marco Pantani\n",
+      "got: Marco Pantani (596.460876), 3475 / 5749, 0.60.\n",
+      "Marcos Cafu\n",
+      "got: Marcos Cafu (92.313087), 3476 / 5749, 0.60.\n",
+      "Marcos Daniel Jimenez\n",
+      "got: Marcos Daniel Jimenez (12.577197), 3477 / 5749, 0.60.\n",
+      "Marcos Milinkovic\n",
+      "got: Marcos Milinkovic (365.918427), 3478 / 5749, 0.60.\n",
+      "Marcus Allen\n",
+      "got: Marcus Allen (608.035461), 3479 / 5749, 0.61.\n",
+      "Marcus Garrettson\n",
+      "got: Marcus Garrettson (), 3480 / 5749, 0.61.\n",
+      "Marcus Gronholm\n",
+      "got: Marcus Gronholm (491.695984), 3481 / 5749, 0.61.\n",
+      "Margaret Caruso\n",
+      "got: Margaret Caruso (0.930059), 3482 / 5749, 0.61.\n",
+      "Margaret Hasley\n",
+      "got: Margaret Hasley (), 3483 / 5749, 0.61.\n",
+      "Margaret Hoelzer\n",
+      "got: Margaret Hoelzer (349.987732), 3484 / 5749, 0.61.\n",
+      "Margaret Okayo\n",
+      "got: Margaret Okayo (305.353821), 3485 / 5749, 0.61.\n",
+      "Margaret Thatcher\n",
+      "got: Margaret Thatcher (1237.37854), 3486 / 5749, 0.61.\n",
+      "Margerry Bakley\n",
+      "got: Margerry Bakley (19.730703), 3487 / 5749, 0.61.\n",
+      "Margie Puente\n",
+      "got: Margie Puente (), 3488 / 5749, 0.61.\n",
+      "Maria Bello\n",
+      "got: Maria Bello (633.453003), 3489 / 5749, 0.61.\n",
+      "Maria Burks\n",
+      "got: Maria Burks (5.336308), 3490 / 5749, 0.61.\n",
+      "Maria Callas\n",
+      "got: Maria Callas (717.376892), 3491 / 5749, 0.61.\n",
+      "Maria Conchita Alonso\n",
+      "got: Maria Conchita Alonso (773.187012), 3492 / 5749, 0.61.\n",
+      "Maria Garcia\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Maria Garcia (297.820068), 3493 / 5749, 0.61.\n",
+      "Maria Guida\n",
+      "got: Maria Guida (366.225372), 3494 / 5749, 0.61.\n",
+      "Maria Luisa Mendonca\n",
+      "got: Maria Luisa Mendonca (418.522552), 3495 / 5749, 0.61.\n",
+      "Maria Sanchez Lorenzo\n",
+      "got: Maria Sanchez Lorenzo (470.236664), 3496 / 5749, 0.61.\n",
+      "Maria Shkolnikova\n",
+      "got: Maria Shkolnikova (146.864807), 3497 / 5749, 0.61.\n",
+      "Maria Shriver\n",
+      "got: Maria Shriver (664.295349), 3498 / 5749, 0.61.\n",
+      "Maria Simon\n",
+      "got: Maria Simon (424.978271), 3499 / 5749, 0.61.\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "got: Maria Soledad Alvear Valenzuela (395.13736), 3500 / 5749, 0.61.\n",
+      "Maria Wetterstrand\n",
+      "got: Maria Wetterstrand (417.577179), 3501 / 5749, 0.61.\n",
+      "Mariah Carey\n",
+      "got: Mariah Carey (888.786499), 3502 / 5749, 0.61.\n",
+      "Mariam Ali Hassan\n",
+      "got: Mariam Ali Hassan (), 3503 / 5749, 0.61.\n",
+      "Marian Dolan\n",
+      "got: Marian Dolan (0.818859), 3504 / 5749, 0.61.\n",
+      "Mariana Gonzalez\n",
+      "got: Mariana Gonzalez (276.228638), 3505 / 5749, 0.61.\n",
+      "Mariana Ohata\n",
+      "got: Mariana Ohata (264.235657), 3506 / 5749, 0.61.\n",
+      "Mariana Pollack\n",
+      "got: Mariana Pollack (), 3507 / 5749, 0.61.\n",
+      "Mariangel Ruiz Torrealba\n",
+      "got: Mariangel Ruiz Torrealba (461.513947), 3508 / 5749, 0.61.\n",
+      "Marianne Stanley\n",
+      "got: Marianne Stanley (336.77182), 3509 / 5749, 0.61.\n",
+      "Mariano Zabaleta\n",
+      "got: Mariano Zabaleta (454.862366), 3510 / 5749, 0.61.\n",
+      "Maribel Dominguez\n",
+      "got: Maribel Dominguez (411.423218), 3511 / 5749, 0.61.\n",
+      "Marie-Josee Croze\n",
+      "got: Marie-Josee Croze (692.468933), 3512 / 5749, 0.61.\n",
+      "Marie-Reine Le Gougne\n",
+      "got: Marie-Reine Le Gougne (488.12677), 3513 / 5749, 0.61.\n",
+      "Marie Haghal\n",
+      "got: Marie Haghal (), 3514 / 5749, 0.61.\n",
+      "Marieta Chrousala\n",
+      "got: Marieta Chrousala (), 3515 / 5749, 0.61.\n",
+      "Marilyn Monroe\n",
+      "got: Marilyn Monroe (949.053711), 3516 / 5749, 0.61.\n",
+      "Marina Anissina\n",
+      "got: Marina Anissina (525.067749), 3517 / 5749, 0.61.\n",
+      "Marina Canetti\n",
+      "got: Marina Canetti (222.672562), 3518 / 5749, 0.61.\n",
+      "Marina Hands\n",
+      "got: Marina Hands (459.218475), 3519 / 5749, 0.61.\n",
+      "Marina Kuptsova\n",
+      "got: Marina Kuptsova (293.806641), 3520 / 5749, 0.61.\n",
+      "Marina Silva\n",
+      "got: Marina Silva (610.923279), 3521 / 5749, 0.61.\n",
+      "Mario Alfaro-Lopez\n",
+      "got: Mario Alfaro-Lopez (), 3522 / 5749, 0.61.\n",
+      "Mario Austin\n",
+      "got: Mario Austin (327.394623), 3523 / 5749, 0.61.\n",
+      "Mario Cipollini\n",
+      "got: Mario Cipollini (550.387024), 3524 / 5749, 0.61.\n",
+      "Mario Dominguez\n",
+      "got: Mario Dominguez (398.634766), 3525 / 5749, 0.61.\n",
+      "Mario Dumont\n",
+      "got: Mario Dumont (418.733337), 3526 / 5749, 0.61.\n",
+      "Mario Gallegos\n",
+      "got: Mario Gallegos (266.185822), 3527 / 5749, 0.61.\n",
+      "Mario Jardel\n",
+      "got: Mario Jardel (564.107117), 3528 / 5749, 0.61.\n",
+      "Mario Kreutzberger\n",
+      "got: Mario Kreutzberger (501.793457), 3529 / 5749, 0.61.\n",
+      "Mario Lemieux\n",
+      "got: Mario Lemieux (589.737244), 3530 / 5749, 0.61.\n",
+      "Mario Lobo Zagallo\n",
+      "got: Mario Lobo Zagallo (225.954361), 3531 / 5749, 0.61.\n",
+      "Mario Puzo\n",
+      "got: Mario Puzo (584.192139), 3532 / 5749, 0.61.\n",
+      "Mario Vasquez Rana\n",
+      "got: Mario Vasquez Rana (), 3533 / 5749, 0.61.\n",
+      "Marion Barry\n",
+      "got: Marion Barry (689.79364), 3534 / 5749, 0.61.\n",
+      "Marion Fahnestock\n",
+      "got: Marion Fahnestock (), 3535 / 5749, 0.61.\n",
+      "Marisa Tomei\n",
+      "got: Marisa Tomei (682.233765), 3536 / 5749, 0.62.\n",
+      "Marisol Breton\n",
+      "got: Marisol Breton (9.903023), 3537 / 5749, 0.62.\n",
+      "Marisol Martinez Sambran\n",
+      "got: Marisol Martinez Sambran (), 3538 / 5749, 0.62.\n",
+      "Marissa Jaret Winokur\n",
+      "got: Marissa Jaret Winokur (635.827026), 3539 / 5749, 0.62.\n",
+      "Maritza Macias Furano\n",
+      "got: Maritza Macias Furano (), 3540 / 5749, 0.62.\n",
+      "Mark Andrew\n",
+      "got: Mark Andrew (274.025421), 3541 / 5749, 0.62.\n",
+      "Mark Bellhorn\n",
+      "got: Mark Bellhorn (366.28952), 3542 / 5749, 0.62.\n",
+      "Mark Broxmeyer\n",
+      "got: Mark Broxmeyer (), 3543 / 5749, 0.62.\n",
+      "Mark Butcher\n",
+      "got: Mark Butcher (420.045166), 3544 / 5749, 0.62.\n",
+      "Mark Cuban\n",
+      "got: Mark Cuban (654.474121), 3545 / 5749, 0.62.\n",
+      "Mark Dacey\n",
+      "got: Mark Dacey (316.647675), 3546 / 5749, 0.62.\n",
+      "Mark Everson\n",
+      "got: Mark Everson (346.849274), 3547 / 5749, 0.62.\n",
+      "Mark Foley\n",
+      "got: Mark Foley (418.076172), 3548 / 5749, 0.62.\n",
+      "Mark Gangloff\n",
+      "got: Mark Gangloff (365.339691), 3549 / 5749, 0.62.\n",
+      "Mark Geragos\n",
+      "got: Mark Geragos (421.579987), 3550 / 5749, 0.62.\n",
+      "Mark Gottfried\n",
+      "got: Mark Gottfried (396.913818), 3551 / 5749, 0.62.\n",
+      "Mark Hamister\n",
+      "got: Mark Hamister (169.900452), 3552 / 5749, 0.62.\n",
+      "Mark Hanson\n",
+      "got: Mark Hanson (276.986206), 3553 / 5749, 0.62.\n",
+      "Mark Heller\n",
+      "got: Mark Heller (268.963165), 3554 / 5749, 0.62.\n",
+      "Mark Hogan\n",
+      "got: Mark Hogan (135.958862), 3555 / 5749, 0.62.\n",
+      "Mark Hurlbert\n",
+      "got: Mark Hurlbert (), 3556 / 5749, 0.62.\n",
+      "Mark Kelly\n",
+      "got: Mark Kelly (482.064484), 3557 / 5749, 0.62.\n",
+      "Mark Komara\n",
+      "got: Mark Komara (), 3558 / 5749, 0.62.\n",
+      "Mark Lazarus\n",
+      "got: Mark Lazarus (339.478485), 3559 / 5749, 0.62.\n",
+      "Mark Leno\n",
+      "got: Mark Leno (368.142578), 3560 / 5749, 0.62.\n",
+      "Mark Mariscal\n",
+      "got: Mark Mariscal (266.898773), 3561 / 5749, 0.62.\n",
+      "Mark Martin\n",
+      "got: Mark Martin (576.682739), 3562 / 5749, 0.62.\n",
+      "Mark McClellan\n",
+      "got: Mark McClellan (355.740662), 3563 / 5749, 0.62.\n",
+      "Mark Mishkin\n",
+      "got: Mark Mishkin (), 3564 / 5749, 0.62.\n",
+      "Mark Mulder\n",
+      "got: Mark Mulder (502.546539), 3565 / 5749, 0.62.\n",
+      "Mark Philippoussis\n",
+      "got: Mark Philippoussis (544.012024), 3566 / 5749, 0.62.\n",
+      "Mark Podlesny\n",
+      "got: Mark Podlesny (), 3567 / 5749, 0.62.\n",
+      "Mark Polansky\n",
+      "got: Mark Polansky (150.348053), 3568 / 5749, 0.62.\n",
+      "Mark Redman\n",
+      "got: Mark Redman (366.213928), 3569 / 5749, 0.62.\n",
+      "Mark Richt\n",
+      "got: Mark Richt (528.966492), 3570 / 5749, 0.62.\n",
+      "Mark Rosenbaum\n",
+      "got: Mark Rosenbaum (149.89679), 3571 / 5749, 0.62.\n",
+      "Mark Sacco\n",
+      "got: Mark Sacco (67.349045), 3572 / 5749, 0.62.\n",
+      "Mark Salter\n",
+      "got: Mark Salter (418.908295), 3573 / 5749, 0.62.\n",
+      "Mark Schweiker\n",
+      "got: Mark Schweiker (374.506744), 3574 / 5749, 0.62.\n",
+      "Mark Shapiro\n",
+      "got: Mark Shapiro (450.746429), 3575 / 5749, 0.62.\n",
+      "Mark Sisk\n",
+      "got: Mark Sisk (251.489502), 3576 / 5749, 0.62.\n",
+      "Mark Stuart\n",
+      "got: Mark Stuart (371.426941), 3577 / 5749, 0.62.\n",
+      "Mark Swartz\n",
+      "got: Mark Swartz (96.190155), 3578 / 5749, 0.62.\n",
+      "Mark Wahlberg\n",
+      "got: Mark Wahlberg (759.061096), 3579 / 5749, 0.62.\n",
+      "Mark Warner\n",
+      "got: Mark Warner (753.772644), 3580 / 5749, 0.62.\n",
+      "Markus Beyer\n",
+      "got: Markus Beyer (379.584686), 3581 / 5749, 0.62.\n",
+      "Markus Naslund\n",
+      "got: Markus Naslund (456.299072), 3582 / 5749, 0.62.\n",
+      "Marlene Weingartner\n",
+      "got: Marlene Weingartner (347.138062), 3583 / 5749, 0.62.\n",
+      "Marlon Devonish\n",
+      "got: Marlon Devonish (399.081451), 3584 / 5749, 0.62.\n",
+      "Marquier Montano Contreras\n",
+      "got: Marquier Montano Contreras (), 3585 / 5749, 0.62.\n",
+      "Marquis Estill\n",
+      "got: Marquis Estill (243.221344), 3586 / 5749, 0.62.\n",
+      "Marricia Tate\n",
+      "got: Marricia Tate (), 3587 / 5749, 0.62.\n",
+      "Marsah Ambrosius\n",
+      "got: Marsah Ambrosius (), 3588 / 5749, 0.62.\n",
+      "Marsha Sharp\n",
+      "got: Marsha Sharp (372.340179), 3589 / 5749, 0.62.\n",
+      "Marsha Thomason\n",
+      "got: Marsha Thomason (513.825623), 3590 / 5749, 0.62.\n",
+      "Marta Dominguz\n",
+      "got: Marta Dominguz (), 3591 / 5749, 0.62.\n",
+      "Martha Beatriz Roque\n",
+      "got: Martha Beatriz Roque (178.212372), 3592 / 5749, 0.62.\n",
+      "Martha Bowen\n",
+      "got: Martha Bowen (191.518906), 3593 / 5749, 0.62.\n",
+      "Martha Burk\n",
+      "got: Martha Burk (285.520172), 3594 / 5749, 0.63.\n",
+      "Martha Lucia Ramirez\n",
+      "got: Martha Lucia Ramirez (424.1073), 3595 / 5749, 0.63.\n",
+      "Martha Martinez Flores\n",
+      "got: Martha Martinez Flores (), 3596 / 5749, 0.63.\n",
+      "Martha Sahagun de Fox\n",
+      "got: Martha Sahagun de Fox (387.360199), 3597 / 5749, 0.63.\n",
+      "Martha Smith\n",
+      "got: Martha Smith (412.657806), 3598 / 5749, 0.63.\n",
+      "Martha Stewart\n",
+      "got: Martha Stewart (673.665039), 3599 / 5749, 0.63.\n",
+      "Martie Maguire\n",
+      "got: Martie Maguire (473.637238), 3600 / 5749, 0.63.\n",
+      "Martin Bandier\n",
+      "got: Martin Bandier (325.563171), 3601 / 5749, 0.63.\n",
+      "Martin Boryczewski\n",
+      "got: Martin Boryczewski (), 3602 / 5749, 0.63.\n",
+      "Martin Brodeur\n",
+      "got: Martin Brodeur (524.114929), 3603 / 5749, 0.63.\n",
+      "Martin Brooke\n",
+      "got: Martin Brooke (22.908257), 3604 / 5749, 0.63.\n",
+      "Martin Burnham\n",
+      "got: Martin Burnham (145.798462), 3605 / 5749, 0.63.\n",
+      "Martin Cauchon\n",
+      "got: Martin Cauchon (369.142944), 3606 / 5749, 0.63.\n",
+      "Martin Frost\n",
+      "got: Martin Frost (422.942719), 3607 / 5749, 0.63.\n",
+      "Martin Gecht\n",
+      "got: Martin Gecht (), 3608 / 5749, 0.63.\n",
+      "Martin Hoellwarth\n",
+      "got: Martin Hoellwarth (165.185928), 3609 / 5749, 0.63.\n",
+      "Martin Howard\n",
+      "got: Martin Howard (288.047516), 3610 / 5749, 0.63.\n",
+      "Martin Keown\n",
+      "got: Martin Keown (511.102997), 3611 / 5749, 0.63.\n",
+      "Martin Kristof\n",
+      "got: Martin Kristof (19.375933), 3612 / 5749, 0.63.\n",
+      "Martin Landau\n",
+      "got: Martin Landau (574.436829), 3613 / 5749, 0.63.\n",
+      "Martin Lawrence\n",
+      "got: Martin Lawrence (624.585327), 3614 / 5749, 0.63.\n",
+      "Martin Luther King III\n",
+      "got: Martin Luther King III (878.372742), 3615 / 5749, 0.63.\n",
+      "Martin McCauley\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Martin McCauley (290.650116), 3616 / 5749, 0.63.\n",
+      "Martin McGuinness\n",
+      "got: Martin McGuinness (525.70929), 3617 / 5749, 0.63.\n",
+      "Martin ONeill\n",
+      "got: Martin ONeill (79.823006), 3618 / 5749, 0.63.\n",
+      "Martin Rodriguez\n",
+      "got: Martin Rodriguez (440.206635), 3619 / 5749, 0.63.\n",
+      "Martin Scorsese\n",
+      "got: Martin Scorsese (762.140686), 3620 / 5749, 0.63.\n",
+      "Martin Sheen\n",
+      "got: Martin Sheen (695.299072), 3621 / 5749, 0.63.\n",
+      "Martin Short\n",
+      "got: Martin Short (638.472534), 3622 / 5749, 0.63.\n",
+      "Martin Torrijos\n",
+      "got: Martin Torrijos (434.209381), 3623 / 5749, 0.63.\n",
+      "Martin Verkerk\n",
+      "got: Martin Verkerk (394.359802), 3624 / 5749, 0.63.\n",
+      "Martina Hingis\n",
+      "got: Martina Hingis (745.85498), 3625 / 5749, 0.63.\n",
+      "Martina McBride\n",
+      "got: Martina McBride (658.068665), 3626 / 5749, 0.63.\n",
+      "Marty Mornhinweg\n",
+      "got: Marty Mornhinweg (433.191162), 3627 / 5749, 0.63.\n",
+      "Marvan Atapattu\n",
+      "got: Marvan Atapattu (436.28479), 3628 / 5749, 0.63.\n",
+      "Marwan Barghouthi\n",
+      "got: Marwan Barghouthi (196.627151), 3629 / 5749, 0.63.\n",
+      "Marwan Muasher\n",
+      "got: Marwan Muasher (328.455963), 3630 / 5749, 0.63.\n",
+      "Mary-Kate Olsen\n",
+      "got: Mary-Kate Olsen (822.441895), 3631 / 5749, 0.63.\n",
+      "Mary Anne Souza\n",
+      "got: Mary Anne Souza (), 3632 / 5749, 0.63.\n",
+      "Mary Blige\n",
+      "got: Mary Blige (349.33783), 3633 / 5749, 0.63.\n",
+      "Mary Bono\n",
+      "got: Mary Bono (449.320374), 3634 / 5749, 0.63.\n",
+      "Mary Carey\n",
+      "got: Mary Carey (552.957764), 3635 / 5749, 0.63.\n",
+      "Mary Catherine Correll\n",
+      "got: Mary Catherine Correll (), 3636 / 5749, 0.63.\n",
+      "Mary Descenza\n",
+      "got: Mary Descenza (200.856644), 3637 / 5749, 0.63.\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "got: Mary Elizabeth Mastrantonio (693.497498), 3638 / 5749, 0.63.\n",
+      "Mary Frances Seiter\n",
+      "got: Mary Frances Seiter (), 3639 / 5749, 0.63.\n",
+      "Mary Hill\n",
+      "got: Mary Hill (494.872467), 3640 / 5749, 0.63.\n",
+      "Mary Jo Myers\n",
+      "got: Mary Jo Myers (35.719685), 3641 / 5749, 0.63.\n",
+      "Mary Katherine Smart\n",
+      "got: Mary Katherine Smart (433.721313), 3642 / 5749, 0.63.\n",
+      "Mary Landrieu\n",
+      "got: Mary Landrieu (569.960938), 3643 / 5749, 0.63.\n",
+      "Mary Lou Markakis\n",
+      "got: Mary Lou Markakis (), 3644 / 5749, 0.63.\n",
+      "Mary Lou Retton\n",
+      "got: Mary Lou Retton (731.995422), 3645 / 5749, 0.63.\n",
+      "Mary Maddux\n",
+      "got: Mary Maddux (154.197281), 3646 / 5749, 0.63.\n",
+      "Mary Matalin\n",
+      "got: Mary Matalin (434.814148), 3647 / 5749, 0.63.\n",
+      "Mary McCarty\n",
+      "got: Mary McCarty (303.30484), 3648 / 5749, 0.63.\n",
+      "Mary Robinson\n",
+      "got: Mary Robinson (654.933105), 3649 / 5749, 0.63.\n",
+      "Mary Steenburgen\n",
+      "got: Mary Steenburgen (638.478882), 3650 / 5749, 0.63.\n",
+      "Mary Sue Coleman\n",
+      "got: Mary Sue Coleman (467.077423), 3651 / 5749, 0.64.\n",
+      "Mary Tyler Moore\n",
+      "got: Mary Tyler Moore (877.071106), 3652 / 5749, 0.64.\n",
+      "Mary Zorn\n",
+      "got: Mary Zorn (141.615891), 3653 / 5749, 0.64.\n",
+      "Maryn McKenna\n",
+      "got: Maryn McKenna (313.542572), 3654 / 5749, 0.64.\n",
+      "Masahiko Nagasawa\n",
+      "got: Masahiko Nagasawa (293.911011), 3655 / 5749, 0.64.\n",
+      "Masamori Tokuyama\n",
+      "got: Masamori Tokuyama (374.972107), 3656 / 5749, 0.64.\n",
+      "Masao Azuma\n",
+      "got: Masao Azuma (294.849854), 3657 / 5749, 0.64.\n",
+      "Masaru Hayami\n",
+      "got: Masaru Hayami (310.085876), 3658 / 5749, 0.64.\n",
+      "Masatoshi Koshiba\n",
+      "got: Masatoshi Koshiba (457.715912), 3659 / 5749, 0.64.\n",
+      "Masja Juel\n",
+      "got: Masja Juel (), 3660 / 5749, 0.64.\n",
+      "Massoud Barzani\n",
+      "got: Massoud Barzani (299.87912), 3661 / 5749, 0.64.\n",
+      "Masum Turker\n",
+      "got: Masum Turker (340.141418), 3662 / 5749, 0.64.\n",
+      "Mathias Reichhold\n",
+      "got: Mathias Reichhold (246.030807), 3663 / 5749, 0.64.\n",
+      "Mathilda Karel Spak\n",
+      "got: Mathilda Karel Spak (), 3664 / 5749, 0.64.\n",
+      "Matt Anderson\n",
+      "got: Matt Anderson (476.644318), 3665 / 5749, 0.64.\n",
+      "Matt Braker\n",
+      "got: Matt Braker (), 3666 / 5749, 0.64.\n",
+      "Matt Damon\n",
+      "got: Matt Damon (811.189941), 3667 / 5749, 0.64.\n",
+      "Matt Dillon\n",
+      "got: Matt Dillon (638.082275), 3668 / 5749, 0.64.\n",
+      "Matt Doherty\n",
+      "got: Matt Doherty (470.68396), 3669 / 5749, 0.64.\n",
+      "Matt Herden\n",
+      "got: Matt Herden (), 3670 / 5749, 0.64.\n",
+      "Matt LeBlanc\n",
+      "got: Matt LeBlanc (676.625793), 3671 / 5749, 0.64.\n",
+      "Matt Morris\n",
+      "got: Matt Morris (435.32782), 3672 / 5749, 0.64.\n",
+      "Matt Roney\n",
+      "got: Matt Roney (283.0896), 3673 / 5749, 0.64.\n",
+      "Matt Siebrandt\n",
+      "got: Matt Siebrandt (), 3674 / 5749, 0.64.\n",
+      "Matt Walters\n",
+      "got: Matt Walters (322.703094), 3675 / 5749, 0.64.\n",
+      "Matt Welsh\n",
+      "got: Matt Welsh (417.061188), 3676 / 5749, 0.64.\n",
+      "Matthew Broderick\n",
+      "got: Matthew Broderick (636.560913), 3677 / 5749, 0.64.\n",
+      "Matthew During\n",
+      "got: Matthew During (11.502407), 3678 / 5749, 0.64.\n",
+      "Matthew McConaughey\n",
+      "got: Matthew McConaughey (735.047424), 3679 / 5749, 0.64.\n",
+      "Matthew Ouimet\n",
+      "got: Matthew Ouimet (62.637424), 3680 / 5749, 0.64.\n",
+      "Matthew Perry\n",
+      "got: Matthew Perry (689.732056), 3681 / 5749, 0.64.\n",
+      "Matthew Vaughan\n",
+      "got: Matthew Vaughan (248.562042), 3682 / 5749, 0.64.\n",
+      "Matthias Sammer\n",
+      "got: Matthias Sammer (556.641907), 3683 / 5749, 0.64.\n",
+      "Maura Tierney\n",
+      "got: Maura Tierney (585.077942), 3684 / 5749, 0.64.\n",
+      "Maureen Fanning\n",
+      "got: Maureen Fanning (2.571258), 3685 / 5749, 0.64.\n",
+      "Maureen Kanka\n",
+      "got: Maureen Kanka (), 3686 / 5749, 0.64.\n",
+      "Maurice Cheeks\n",
+      "got: Maurice Cheeks (534.030884), 3687 / 5749, 0.64.\n",
+      "Maurice Papon\n",
+      "got: Maurice Papon (469.750153), 3688 / 5749, 0.64.\n",
+      "Maurice Strong\n",
+      "got: Maurice Strong (382.795837), 3689 / 5749, 0.64.\n",
+      "Mauricio Macri\n",
+      "got: Mauricio Macri (680.207275), 3690 / 5749, 0.64.\n",
+      "Mauricio Pochetino\n",
+      "got: Mauricio Pochetino (), 3691 / 5749, 0.64.\n",
+      "Mauro Viza\n",
+      "got: Mauro Viza (), 3692 / 5749, 0.64.\n",
+      "Max Baucus\n",
+      "got: Max Baucus (466.068604), 3693 / 5749, 0.64.\n",
+      "Max Biaggi\n",
+      "got: Max Biaggi (557.853088), 3694 / 5749, 0.64.\n",
+      "Max Mayfield\n",
+      "got: Max Mayfield (378.70459), 3695 / 5749, 0.64.\n",
+      "Max Mosley\n",
+      "got: Max Mosley (475.357178), 3696 / 5749, 0.64.\n",
+      "Max von Sydow\n",
+      "got: Max von Sydow (843.631531), 3697 / 5749, 0.64.\n",
+      "Maxim Afinogenov\n",
+      "got: Maxim Afinogenov (414.223999), 3698 / 5749, 0.64.\n",
+      "Mayumi Moriyama\n",
+      "got: Mayumi Moriyama (336.092438), 3699 / 5749, 0.64.\n",
+      "McGuire Gibson\n",
+      "got: McGuire Gibson (), 3700 / 5749, 0.64.\n",
+      "Meg Mallon\n",
+      "got: Meg Mallon (409.518768), 3701 / 5749, 0.64.\n",
+      "Meg Wakeman\n",
+      "got: Meg Wakeman (), 3702 / 5749, 0.64.\n",
+      "Megan Mullally\n",
+      "got: Megan Mullally (633.890137), 3703 / 5749, 0.64.\n",
+      "Megawati Sukarnoputri\n",
+      "got: Megawati Sukarnoputri (537.75177), 3704 / 5749, 0.64.\n",
+      "Meghann Shaughnessy\n",
+      "got: Meghann Shaughnessy (424.390808), 3705 / 5749, 0.64.\n",
+      "Mehdi Baala\n",
+      "got: Mehdi Baala (414.883209), 3706 / 5749, 0.64.\n",
+      "Mehmet Ali Sahin\n",
+      "got: Mehmet Ali Sahin (553.816589), 3707 / 5749, 0.64.\n",
+      "Mehmet Okur\n",
+      "got: Mehmet Okur (472.392242), 3708 / 5749, 0.64.\n",
+      "Meirion Evans\n",
+      "got: Meirion Evans (124.444305), 3709 / 5749, 0.65.\n",
+      "Mekhi Phifer\n",
+      "got: Mekhi Phifer (559.948181), 3710 / 5749, 0.65.\n",
+      "Mel Brooks\n",
+      "got: Mel Brooks (708.608276), 3711 / 5749, 0.65.\n",
+      "Mel Gibson\n",
+      "got: Mel Gibson (782.856995), 3712 / 5749, 0.65.\n",
+      "Mel Karmazin\n",
+      "got: Mel Karmazin (355.851318), 3713 / 5749, 0.65.\n",
+      "Melana Scantlin\n",
+      "got: Melana Scantlin (333.704651), 3714 / 5749, 0.65.\n",
+      "Melanie Griffith\n",
+      "got: Melanie Griffith (740.055115), 3715 / 5749, 0.65.\n",
+      "Melchor Cob Castro\n",
+      "got: Melchor Cob Castro (355.396057), 3716 / 5749, 0.65.\n",
+      "Meles Zenawi\n",
+      "got: Meles Zenawi (541.70636), 3717 / 5749, 0.65.\n",
+      "Melina Kanakaredes\n",
+      "got: Melina Kanakaredes (496.7229), 3718 / 5749, 0.65.\n",
+      "Melinda Czink\n",
+      "got: Melinda Czink (365.591644), 3719 / 5749, 0.65.\n",
+      "Melissa Etheridge\n",
+      "got: Melissa Etheridge (606.268188), 3720 / 5749, 0.65.\n",
+      "Melissa Gilbert\n",
+      "got: Melissa Gilbert (633.305603), 3721 / 5749, 0.65.\n",
+      "Melissa Joan Hart\n",
+      "got: Melissa Joan Hart (821.548584), 3722 / 5749, 0.65.\n",
+      "Melissa Manchester\n",
+      "got: Melissa Manchester (500.086365), 3723 / 5749, 0.65.\n",
+      "Melissa Mulloy\n",
+      "got: Melissa Mulloy (168.633087), 3724 / 5749, 0.65.\n",
+      "Melissa Stark\n",
+      "got: Melissa Stark (419.60907), 3725 / 5749, 0.65.\n",
+      "Melvin Talbert\n",
+      "got: Melvin Talbert (29.681414), 3726 / 5749, 0.65.\n",
+      "Mercedes Amor\n",
+      "got: Mercedes Amor (15.365133), 3727 / 5749, 0.65.\n",
+      "Meryl Streep\n",
+      "got: Meryl Streep (854.698792), 3728 / 5749, 0.65.\n",
+      "Mesut Yilmaz\n",
+      "got: Mesut Yilmaz (537.803467), 3729 / 5749, 0.65.\n",
+      "Mia Mottley\n",
+      "got: Mia Mottley (410.964264), 3730 / 5749, 0.65.\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "got: Mian Khursheed Mehmood Kasuri (), 3731 / 5749, 0.65.\n",
+      "Micah Knorr\n",
+      "got: Micah Knorr (290.441284), 3732 / 5749, 0.65.\n",
+      "Michael Adams\n",
+      "got: Michael Adams (427.163818), 3733 / 5749, 0.65.\n",
+      "Michael Andretti\n",
+      "got: Michael Andretti (525.550964), 3734 / 5749, 0.65.\n",
+      "Michael Arif\n",
+      "got: Michael Arif (18.499107), 3735 / 5749, 0.65.\n",
+      "Michael Ballack\n",
+      "got: Michael Ballack (648.976501), 3736 / 5749, 0.65.\n",
+      "Michael Bloomberg\n",
+      "got: Michael Bloomberg (828.67804), 3737 / 5749, 0.65.\n",
+      "Michael Bolton\n",
+      "got: Michael Bolton (685.589294), 3738 / 5749, 0.65.\n",
+      "Michael Bouchard\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Michael Bouchard (146.762543), 3739 / 5749, 0.65.\n",
+      "Michael Boyce\n",
+      "got: Michael Boyce (369.944824), 3740 / 5749, 0.65.\n",
+      "Michael Brandon\n",
+      "got: Michael Brandon (452.896545), 3741 / 5749, 0.65.\n",
+      "Michael Broad\n",
+      "got: Michael Broad (279.432861), 3742 / 5749, 0.65.\n",
+      "Michael Caine\n",
+      "got: Michael Caine (734.016541), 3743 / 5749, 0.65.\n",
+      "Michael Capellas\n",
+      "got: Michael Capellas (321.558685), 3744 / 5749, 0.65.\n",
+      "Michael Chang\n",
+      "got: Michael Chang (589.450012), 3745 / 5749, 0.65.\n",
+      "Michael Chertoff\n",
+      "got: Michael Chertoff (458.312347), 3746 / 5749, 0.65.\n",
+      "Michael Chiklis\n",
+      "got: Michael Chiklis (555.605103), 3747 / 5749, 0.65.\n",
+      "Michael Clarke Duncan\n",
+      "got: Michael Clarke Duncan (845.90979), 3748 / 5749, 0.65.\n",
+      "Michael DeMinico\n",
+      "got: Michael DeMinico (), 3749 / 5749, 0.65.\n",
+      "Michael Dell\n",
+      "got: Michael Dell (286.04718), 3750 / 5749, 0.65.\n",
+      "Michael Denzel\n",
+      "got: Michael Denzel (42.117085), 3751 / 5749, 0.65.\n",
+      "Michael Deutsch\n",
+      "got: Michael Deutsch (31.913387), 3752 / 5749, 0.65.\n",
+      "Michael Diekmann\n",
+      "got: Michael Diekmann (325.670685), 3753 / 5749, 0.65.\n",
+      "Michael Doleac\n",
+      "got: Michael Doleac (384.391418), 3754 / 5749, 0.65.\n",
+      "Michael Donovan\n",
+      "got: Michael Donovan (426.574066), 3755 / 5749, 0.65.\n",
+      "Michael Douglas\n",
+      "got: Michael Douglas (799.983521), 3756 / 5749, 0.65.\n",
+      "Michael Fitzgerald\n",
+      "got: Michael Fitzgerald (398.834534), 3757 / 5749, 0.65.\n",
+      "Michael Frayn\n",
+      "got: Michael Frayn (458.076019), 3758 / 5749, 0.65.\n",
+      "Michael Friedman\n",
+      "got: Michael Friedman (408.783844), 3759 / 5749, 0.65.\n",
+      "Michael Goldrich\n",
+      "got: Michael Goldrich (), 3760 / 5749, 0.65.\n",
+      "Michael Guiler\n",
+      "got: Michael Guiler (), 3761 / 5749, 0.65.\n",
+      "Michael Hagee\n",
+      "got: Michael Hagee (346.659973), 3762 / 5749, 0.65.\n",
+      "Michael Haneke\n",
+      "got: Michael Haneke (565.185608), 3763 / 5749, 0.65.\n",
+      "Michael Hoffa\n",
+      "got: Michael Hoffa (), 3764 / 5749, 0.65.\n",
+      "Michael J Fox\n",
+      "got: Michael J Fox (1005.531555), 3765 / 5749, 0.65.\n",
+      "Michael J Sheehan\n",
+      "got: Michael J Sheehan (295.451141), 3766 / 5749, 0.66.\n",
+      "Michael Jackson\n",
+      "got: Michael Jackson (1664.927246), 3767 / 5749, 0.66.\n",
+      "Michael Jasny\n",
+      "got: Michael Jasny (146.616241), 3768 / 5749, 0.66.\n",
+      "Michael Jordan\n",
+      "got: Michael Jordan (1187.216064), 3769 / 5749, 0.66.\n",
+      "Michael Kahn\n",
+      "got: Michael Kahn (454.533417), 3770 / 5749, 0.66.\n",
+      "Michael Keaton\n",
+      "got: Michael Keaton (675.411011), 3771 / 5749, 0.66.\n",
+      "Michael Killeen\n",
+      "got: Michael Killeen (108.741188), 3772 / 5749, 0.66.\n",
+      "Michael Kirby\n",
+      "got: Michael Kirby (747.699524), 3773 / 5749, 0.66.\n",
+      "Michael Kors\n",
+      "got: Michael Kors (704.928162), 3774 / 5749, 0.66.\n",
+      "Michael Kostelnik\n",
+      "got: Michael Kostelnik (156.623199), 3775 / 5749, 0.66.\n",
+      "Michael Leavitt\n",
+      "got: Michael Leavitt (277.575256), 3776 / 5749, 0.66.\n",
+      "Michael Lechner\n",
+      "got: Michael Lechner (256.150787), 3777 / 5749, 0.66.\n",
+      "Michael Linscott\n",
+      "got: Michael Linscott (), 3778 / 5749, 0.66.\n",
+      "Michael Lopez-Alegria\n",
+      "got: Michael Lopez-Alegria (536.153259), 3779 / 5749, 0.66.\n",
+      "Michael McNeely\n",
+      "got: Michael McNeely (165.88562), 3780 / 5749, 0.66.\n",
+      "Michael Michele\n",
+      "got: Michael Michele (477.429504), 3781 / 5749, 0.66.\n",
+      "Michael Milton\n",
+      "got: Michael Milton (348.367096), 3782 / 5749, 0.66.\n",
+      "Michael Moore\n",
+      "got: Michael Moore (659.182678), 3783 / 5749, 0.66.\n",
+      "Michael Munoz\n",
+      "got: Michael Munoz (359.742462), 3784 / 5749, 0.66.\n",
+      "Michael Olowokandi\n",
+      "got: Michael Olowokandi (462.959015), 3785 / 5749, 0.66.\n",
+      "Michael Patrick King\n",
+      "got: Michael Patrick King (582.799133), 3786 / 5749, 0.66.\n",
+      "Michael Peat\n",
+      "got: Michael Peat (308.206482), 3787 / 5749, 0.66.\n",
+      "Michael Pfleger\n",
+      "got: Michael Pfleger (440.75946), 3788 / 5749, 0.66.\n",
+      "Michael Phelps\n",
+      "got: Michael Phelps (770.425598), 3789 / 5749, 0.66.\n",
+      "Michael Piuze\n",
+      "got: Michael Piuze (), 3790 / 5749, 0.66.\n",
+      "Michael Powell\n",
+      "got: Michael Powell (487.481415), 3791 / 5749, 0.66.\n",
+      "Michael Richards\n",
+      "got: Michael Richards (599.035889), 3792 / 5749, 0.66.\n",
+      "Michael Rolinee\n",
+      "got: Michael Rolinee (), 3793 / 5749, 0.66.\n",
+      "Michael Schumacher\n",
+      "got: Michael Schumacher (828.402954), 3794 / 5749, 0.66.\n",
+      "Michael Shane Jolly\n",
+      "got: Michael Shane Jolly (), 3795 / 5749, 0.66.\n",
+      "Michael Sheehan\n",
+      "got: Michael Sheehan (282.181366), 3796 / 5749, 0.66.\n",
+      "Michael Shelby\n",
+      "got: Michael Shelby (85.543869), 3797 / 5749, 0.66.\n",
+      "Michael Smith Foster\n",
+      "got: Michael Smith Foster (2.30144), 3798 / 5749, 0.66.\n",
+      "Michael Stark\n",
+      "got: Michael Stark (328.202759), 3799 / 5749, 0.66.\n",
+      "Michael Sullivan\n",
+      "got: Michael Sullivan (403.538239), 3800 / 5749, 0.66.\n",
+      "Michael Taylor\n",
+      "got: Michael Taylor (450.428925), 3801 / 5749, 0.66.\n",
+      "Michael Wayne\n",
+      "got: Michael Wayne (543.567993), 3802 / 5749, 0.66.\n",
+      "Michael Weiss\n",
+      "got: Michael Weiss (390.197021), 3803 / 5749, 0.66.\n",
+      "Michael Winterbottom\n",
+      "got: Michael Winterbottom (467.968872), 3804 / 5749, 0.66.\n",
+      "Michalis Chrisohoides\n",
+      "got: Michalis Chrisohoides (), 3805 / 5749, 0.66.\n",
+      "Micheal Jourdain Jr\n",
+      "got: Micheal Jourdain Jr (), 3806 / 5749, 0.66.\n",
+      "Michel Charles Chretien\n",
+      "got: Michel Charles Chretien (), 3807 / 5749, 0.66.\n",
+      "Michel Duclos\n",
+      "got: Michel Duclos (261.616486), 3808 / 5749, 0.66.\n",
+      "Michel Kratochvil\n",
+      "got: Michel Kratochvil (318.755737), 3809 / 5749, 0.66.\n",
+      "Michel Minard\n",
+      "got: Michel Minard (183.272476), 3810 / 5749, 0.66.\n",
+      "Michel Temer\n",
+      "got: Michel Temer (776.571533), 3811 / 5749, 0.66.\n",
+      "Michel Therrien\n",
+      "got: Michel Therrien (405.483032), 3812 / 5749, 0.66.\n",
+      "Michelangelo Antonioni\n",
+      "got: Michelangelo Antonioni (577.495422), 3813 / 5749, 0.66.\n",
+      "Michele Placido\n",
+      "got: Michele Placido (532.788513), 3814 / 5749, 0.66.\n",
+      "Michelle Bachelet\n",
+      "got: Michelle Bachelet (725.550537), 3815 / 5749, 0.66.\n",
+      "Michelle Branch\n",
+      "got: Michelle Branch (567.255188), 3816 / 5749, 0.66.\n",
+      "Michelle Chiklis\n",
+      "got: Michelle Chiklis (), 3817 / 5749, 0.66.\n",
+      "Michelle Collins\n",
+      "got: Michelle Collins (429.858063), 3818 / 5749, 0.66.\n",
+      "Michelle Hofland\n",
+      "got: Michelle Hofland (), 3819 / 5749, 0.66.\n",
+      "Michelle Kwan\n",
+      "got: Michelle Kwan (613.300293), 3820 / 5749, 0.66.\n",
+      "Michelle Lecky\n",
+      "got: Michelle Lecky (), 3821 / 5749, 0.66.\n",
+      "Michelle Pfeiffer\n",
+      "got: Michelle Pfeiffer (719.294434), 3822 / 5749, 0.66.\n",
+      "Michelle Rodriguez\n",
+      "got: Michelle Rodriguez (686.427246), 3823 / 5749, 0.66.\n",
+      "Michelle Yeoh\n",
+      "got: Michelle Yeoh (670.490051), 3824 / 5749, 0.67.\n",
+      "Mick Jagger\n",
+      "got: Mick Jagger (992.046875), 3825 / 5749, 0.67.\n",
+      "Mick McCarthy\n",
+      "got: Mick McCarthy (545.17926), 3826 / 5749, 0.67.\n",
+      "Mickey Gilley\n",
+      "got: Mickey Gilley (514.517517), 3827 / 5749, 0.67.\n",
+      "Mickey Loomis\n",
+      "got: Mickey Loomis (355.201569), 3828 / 5749, 0.67.\n",
+      "Mickey Rooney\n",
+      "got: Mickey Rooney (647.405579), 3829 / 5749, 0.67.\n",
+      "Mickey Sherman\n",
+      "got: Mickey Sherman (326.911133), 3830 / 5749, 0.67.\n",
+      "Micky Arison\n",
+      "got: Micky Arison (429.208588), 3831 / 5749, 0.67.\n",
+      "Micky Ward\n",
+      "got: Micky Ward (491.893494), 3832 / 5749, 0.67.\n",
+      "Miguel Aldana Ibarra\n",
+      "got: Miguel Aldana Ibarra (345.793823), 3833 / 5749, 0.67.\n",
+      "Miguel Angel Rodriguez\n",
+      "got: Miguel Angel Rodriguez (629.784058), 3834 / 5749, 0.67.\n",
+      "Miguel Contreras\n",
+      "got: Miguel Contreras (322.70047), 3835 / 5749, 0.67.\n",
+      "Miguel Cotto\n",
+      "got: Miguel Cotto (552.597229), 3836 / 5749, 0.67.\n",
+      "Miguel Estrada\n",
+      "got: Miguel Estrada (374.157562), 3837 / 5749, 0.67.\n",
+      "Miguel Hakim\n",
+      "got: Miguel Hakim (), 3838 / 5749, 0.67.\n",
+      "Miguel Jimenez\n",
+      "got: Miguel Jimenez (393.453827), 3839 / 5749, 0.67.\n",
+      "Miguel Juarez Perez\n",
+      "got: Miguel Juarez Perez (3.262995), 3840 / 5749, 0.67.\n",
+      "Miguel Rosseto\n",
+      "got: Miguel Rosseto (), 3841 / 5749, 0.67.\n",
+      "Mika Hakkinen\n",
+      "got: Mika Hakkinen (612.906677), 3842 / 5749, 0.67.\n",
+      "Mike Alden\n",
+      "got: Mike Alden (153.111496), 3843 / 5749, 0.67.\n",
+      "Mike Babcock\n",
+      "got: Mike Babcock (469.167023), 3844 / 5749, 0.67.\n",
+      "Mike Bair\n",
+      "got: Mike Bair (150.762711), 3845 / 5749, 0.67.\n",
+      "Mike Brey\n",
+      "got: Mike Brey (406.700531), 3846 / 5749, 0.67.\n",
+      "Mike Bryan\n",
+      "got: Mike Bryan (679.058716), 3847 / 5749, 0.67.\n",
+      "Mike Carona\n",
+      "got: Mike Carona (308.62854), 3848 / 5749, 0.67.\n",
+      "Mike Cunning\n",
+      "got: Mike Cunning (245.361221), 3849 / 5749, 0.67.\n",
+      "Mike Davis\n",
+      "got: Mike Davis (437.610107), 3850 / 5749, 0.67.\n",
+      "Mike Duke\n",
+      "got: Mike Duke (379.498932), 3851 / 5749, 0.67.\n",
+      "Mike Easley\n",
+      "got: Mike Easley (437.948395), 3852 / 5749, 0.67.\n",
+      "Mike Eskew\n",
+      "got: Mike Eskew (192.121231), 3853 / 5749, 0.67.\n",
+      "Mike Farrar\n",
+      "got: Mike Farrar (278.614105), 3854 / 5749, 0.67.\n",
+      "Mike Fisher\n",
+      "got: Mike Fisher (512.673889), 3855 / 5749, 0.67.\n",
+      "Mike Flanagan\n",
+      "got: Mike Flanagan (450.274536), 3856 / 5749, 0.67.\n",
+      "Mike Gable\n",
+      "got: Mike Gable (140.442581), 3857 / 5749, 0.67.\n",
+      "Mike Helton\n",
+      "got: Mike Helton (371.049133), 3858 / 5749, 0.67.\n",
+      "Mike Holmgren\n",
+      "got: Mike Holmgren (468.899475), 3859 / 5749, 0.67.\n",
+      "Mike Johanns\n",
+      "got: Mike Johanns (379.058228), 3860 / 5749, 0.67.\n",
+      "Mike Krzyzewski\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Mike Krzyzewski (617.600708), 3861 / 5749, 0.67.\n",
+      "Mike Leach\n",
+      "got: Mike Leach (526.861145), 3862 / 5749, 0.67.\n",
+      "Mike Maroth\n",
+      "got: Mike Maroth (345.641113), 3863 / 5749, 0.67.\n",
+      "Mike Martz\n",
+      "got: Mike Martz (420.148529), 3864 / 5749, 0.67.\n",
+      "Mike Matheny\n",
+      "got: Mike Matheny (561.805237), 3865 / 5749, 0.67.\n",
+      "Mike Matthews\n",
+      "got: Mike Matthews (258.344727), 3866 / 5749, 0.67.\n",
+      "Mike Miller\n",
+      "got: Mike Miller (544.157654), 3867 / 5749, 0.67.\n",
+      "Mike Montgomery\n",
+      "got: Mike Montgomery (459.94577), 3868 / 5749, 0.67.\n",
+      "Mike Myers\n",
+      "got: Mike Myers (709.236877), 3869 / 5749, 0.67.\n",
+      "Mike OConnell\n",
+      "got: Mike OConnell (61.043518), 3870 / 5749, 0.67.\n",
+      "Mike Price\n",
+      "got: Mike Price (444.046417), 3871 / 5749, 0.67.\n",
+      "Mike Richter\n",
+      "got: Mike Richter (403.106873), 3872 / 5749, 0.67.\n",
+      "Mike Samp\n",
+      "got: Mike Samp (), 3873 / 5749, 0.67.\n",
+      "Mike Scioscia\n",
+      "got: Mike Scioscia (554.775635), 3874 / 5749, 0.67.\n",
+      "Mike Sherman\n",
+      "got: Mike Sherman (480.169373), 3875 / 5749, 0.67.\n",
+      "Mike Slive\n",
+      "got: Mike Slive (152.118378), 3876 / 5749, 0.67.\n",
+      "Mike Smith\n",
+      "got: Mike Smith (468.55246), 3877 / 5749, 0.67.\n",
+      "Mike Stefanik\n",
+      "got: Mike Stefanik (352.897491), 3878 / 5749, 0.67.\n",
+      "Mike Sweeney\n",
+      "got: Mike Sweeney (430.061737), 3879 / 5749, 0.67.\n",
+      "Mike Szymanczyk\n",
+      "got: Mike Szymanczyk (136.917923), 3880 / 5749, 0.67.\n",
+      "Mike Thibault\n",
+      "got: Mike Thibault (412.01767), 3881 / 5749, 0.68.\n",
+      "Mike Tice\n",
+      "got: Mike Tice (416.833801), 3882 / 5749, 0.68.\n",
+      "Mike Tyson\n",
+      "got: Mike Tyson (772.599243), 3883 / 5749, 0.68.\n",
+      "Mike Webster\n",
+      "got: Mike Webster (596.693665), 3884 / 5749, 0.68.\n",
+      "Mike Weir\n",
+      "got: Mike Weir (505.323029), 3885 / 5749, 0.68.\n",
+      "Mikhail Gorbachev\n",
+      "got: Mikhail Gorbachev (916.661926), 3886 / 5749, 0.68.\n",
+      "Mikhail Kalashnikov\n",
+      "got: Mikhail Kalashnikov (500.256958), 3887 / 5749, 0.68.\n",
+      "Mikhail Kasyanov\n",
+      "HTTP Error 503: Service Unavailable Mikhail Kasyanov\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "got: Mikhail Kasyanov (442.548279), 3888 / 5749, 0.68.\n",
+      "Mikhail Khodorkovsky\n",
+      "got: Mikhail Khodorkovsky (551.382446), 3889 / 5749, 0.68.\n",
+      "Mikhail Shvydkoi\n",
+      "got: Mikhail Shvydkoi (342.402679), 3890 / 5749, 0.68.\n",
+      "Mikhail Wehbe\n",
+      "got: Mikhail Wehbe (200.050766), 3891 / 5749, 0.68.\n",
+      "Mikhail Youzhny\n",
+      "got: Mikhail Youzhny (566.926514), 3892 / 5749, 0.68.\n",
+      "Mikulas Dzurinda\n",
+      "got: Mikulas Dzurinda (417.821472), 3893 / 5749, 0.68.\n",
+      "Milan Kucan\n",
+      "got: Milan Kucan (453.542786), 3894 / 5749, 0.68.\n",
+      "Milan Milutinovic\n",
+      "got: Milan Milutinovic (374.782532), 3895 / 5749, 0.68.\n",
+      "Mile Mrksic\n",
+      "got: Mile Mrksic (394.662872), 3896 / 5749, 0.68.\n",
+      "Miles Stewart\n",
+      "got: Miles Stewart (306.719055), 3897 / 5749, 0.68.\n",
+      "Millicent Martin\n",
+      "got: Millicent Martin (431.37265), 3898 / 5749, 0.68.\n",
+      "Milo Djukanovic\n",
+      "got: Milo Djukanovic (254.343903), 3899 / 5749, 0.68.\n",
+      "Milo Maestrecampo\n",
+      "got: Milo Maestrecampo (3.527194), 3900 / 5749, 0.68.\n",
+      "Milt Heflin\n",
+      "got: Milt Heflin (239.321579), 3901 / 5749, 0.68.\n",
+      "Milt Palacio\n",
+      "got: Milt Palacio (375.505432), 3902 / 5749, 0.68.\n",
+      "Milton Berle\n",
+      "got: Milton Berle (573.823364), 3903 / 5749, 0.68.\n",
+      "Milton Wynants\n",
+      "got: Milton Wynants (337.26947), 3904 / 5749, 0.68.\n",
+      "Minnie Driver\n",
+      "got: Minnie Driver (629.208374), 3905 / 5749, 0.68.\n",
+      "Minnie Mendoza\n",
+      "got: Minnie Mendoza (270.147827), 3906 / 5749, 0.68.\n",
+      "Mira Sorvino\n",
+      "got: Mira Sorvino (630.149536), 3907 / 5749, 0.68.\n",
+      "Miranda Gaddis\n",
+      "got: Miranda Gaddis (190.350693), 3908 / 5749, 0.68.\n",
+      "Miranda Otto\n",
+      "got: Miranda Otto (557.272095), 3909 / 5749, 0.68.\n",
+      "Mireille Jospin-Dandieu\n",
+      "got: Mireille Jospin-Dandieu (39.607643), 3910 / 5749, 0.68.\n",
+      "Mirela Manjani\n",
+      "got: Mirela Manjani (316.031403), 3911 / 5749, 0.68.\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "got: Mireya Elisa Moscoso Rodriguez (444.513458), 3912 / 5749, 0.68.\n",
+      "Mireya Moscoso\n",
+      "got: Mireya Moscoso (407.687286), 3913 / 5749, 0.68.\n",
+      "Miroljub\n",
+      "got: Miroljub (20.001032), 3914 / 5749, 0.68.\n",
+      "Missy Crider\n",
+      "got: Missy Crider (362.226776), 3915 / 5749, 0.68.\n",
+      "Misty Dawn Clymer\n",
+      "got: Misty Dawn Clymer (), 3916 / 5749, 0.68.\n",
+      "Mitar Rasevic\n",
+      "got: Mitar Rasevic (7.861006), 3917 / 5749, 0.68.\n",
+      "Mitch Kupchak\n",
+      "got: Mitch Kupchak (502.340057), 3918 / 5749, 0.68.\n",
+      "Mitchell Crooks\n",
+      "got: Mitchell Crooks (148.772125), 3919 / 5749, 0.68.\n",
+      "Mitchell Daniels\n",
+      "got: Mitchell Daniels (81.647705), 3920 / 5749, 0.68.\n",
+      "Mitchell Garabedian\n",
+      "got: Mitchell Garabedian (330.557281), 3921 / 5749, 0.68.\n",
+      "Mitchell McLaughlin\n",
+      "got: Mitchell McLaughlin (40.6922), 3922 / 5749, 0.68.\n",
+      "Mitchell Potter\n",
+      "got: Mitchell Potter (17.740011), 3923 / 5749, 0.68.\n",
+      "Mitchell Swartz\n",
+      "got: Mitchell Swartz (153.005127), 3924 / 5749, 0.68.\n",
+      "Mitoji Yabunaka\n",
+      "got: Mitoji Yabunaka (350.847473), 3925 / 5749, 0.68.\n",
+      "Mitsou Gelinas\n",
+      "got: Mitsou Gelinas (288.409302), 3926 / 5749, 0.68.\n",
+      "Mitt Romney\n",
+      "got: Mitt Romney (1269.870239), 3927 / 5749, 0.68.\n",
+      "Mitzi Gaynor\n",
+      "got: Mitzi Gaynor (482.52356), 3928 / 5749, 0.68.\n",
+      "Miyako Miyazaki\n",
+      "got: Miyako Miyazaki (358.71701), 3929 / 5749, 0.68.\n",
+      "Mladen Naletilic\n",
+      "got: Mladen Naletilic (289.10141), 3930 / 5749, 0.68.\n",
+      "Mo Elleithee\n",
+      "got: Mo Elleithee (338.50296), 3931 / 5749, 0.68.\n",
+      "Moby\n",
+      "got: Moby (72.502022), 3932 / 5749, 0.68.\n",
+      "Mohamed Benaissa\n",
+      "got: Mohamed Benaissa (342.511505), 3933 / 5749, 0.68.\n",
+      "Mohamed ElBaradei\n",
+      "got: Mohamed ElBaradei (518.683594), 3934 / 5749, 0.68.\n",
+      "Mohamed Hammam\n",
+      "got: Mohamed Hammam (41.445377), 3935 / 5749, 0.68.\n",
+      "Mohamed Seineldin\n",
+      "got: Mohamed Seineldin (49.057831), 3936 / 5749, 0.68.\n",
+      "Mohammad Aktar\n",
+      "got: Mohammad Aktar (163.16066), 3937 / 5749, 0.68.\n",
+      "Mohammad Al-Sharief\n",
+      "got: Mohammad Al-Sharief (), 3938 / 5749, 0.68.\n",
+      "Mohammad Fares\n",
+      "got: Mohammad Fares (13.973906), 3939 / 5749, 0.69.\n",
+      "Mohammad Hasanein\n",
+      "got: Mohammad Hasanein (), 3940 / 5749, 0.69.\n",
+      "Mohammad Khatami\n",
+      "got: Mohammad Khatami (917.280151), 3941 / 5749, 0.69.\n",
+      "Mohammad Mustapha Miro\n",
+      "got: Mohammad Mustapha Miro (), 3942 / 5749, 0.69.\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "got: Mohammaed Ahmad Al Jarallah (), 3943 / 5749, 0.69.\n",
+      "Mohammed Abu Sharia\n",
+      "got: Mohammed Abu Sharia (), 3944 / 5749, 0.69.\n",
+      "Mohammed Abulhasan\n",
+      "got: Mohammed Abulhasan (), 3945 / 5749, 0.69.\n",
+      "Mohammed Al-Douri\n",
+      "got: Mohammed Al-Douri (7.387125), 3946 / 5749, 0.69.\n",
+      "Mohammed Al Hindi\n",
+      "got: Mohammed Al Hindi (30.535936), 3947 / 5749, 0.69.\n",
+      "Mohammed Ashraf Hafiz\n",
+      "got: Mohammed Ashraf Hafiz (), 3948 / 5749, 0.69.\n",
+      "Mohammed Baqir al-Hakim\n",
+      "got: Mohammed Baqir al-Hakim (508.2742), 3949 / 5749, 0.69.\n",
+      "Mohammed Dahlan\n",
+      "got: Mohammed Dahlan (422.335449), 3950 / 5749, 0.69.\n",
+      "Mohammed Mehdi Saleh\n",
+      "got: Mohammed Mehdi Saleh (), 3951 / 5749, 0.69.\n",
+      "Mohammed Salmane\n",
+      "got: Mohammed Salmane (18.688072), 3952 / 5749, 0.69.\n",
+      "Molly Sims\n",
+      "got: Molly Sims (569.56958), 3953 / 5749, 0.69.\n",
+      "Momcilo Perisic\n",
+      "got: Momcilo Perisic (400.611328), 3954 / 5749, 0.69.\n",
+      "Momir Nikolic\n",
+      "got: Momir Nikolic (258.664978), 3955 / 5749, 0.69.\n",
+      "Mona Ayoub\n",
+      "got: Mona Ayoub (), 3956 / 5749, 0.69.\n",
+      "Mona Locke\n",
+      "got: Mona Locke (39.466812), 3957 / 5749, 0.69.\n",
+      "Mona Rishmawi\n",
+      "got: Mona Rishmawi (), 3958 / 5749, 0.69.\n",
+      "Monica Bellucci\n",
+      "got: Monica Bellucci (691.017029), 3959 / 5749, 0.69.\n",
+      "Monica Gabrielle\n",
+      "got: Monica Gabrielle (7.622919), 3960 / 5749, 0.69.\n",
+      "Monica Lewinsky\n",
+      "got: Monica Lewinsky (646.569031), 3961 / 5749, 0.69.\n",
+      "Monica Seles\n",
+      "got: Monica Seles (650.822327), 3962 / 5749, 0.69.\n",
+      "Monica Serra\n",
+      "got: Monica Serra (272.811523), 3963 / 5749, 0.69.\n",
+      "Monica Vergara\n",
+      "got: Monica Vergara (338.693146), 3964 / 5749, 0.69.\n",
+      "Monique Ferreira\n",
+      "got: Monique Ferreira (275.140228), 3965 / 5749, 0.69.\n",
+      "Monique Gagnon-Tremblay\n",
+      "got: Monique Gagnon-Tremblay (419.545013), 3966 / 5749, 0.69.\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "got: Monique Garbrecht-Enfeldt (415.344177), 3967 / 5749, 0.69.\n",
+      "Monte Kiffin\n",
+      "got: Monte Kiffin (394.489349), 3968 / 5749, 0.69.\n",
+      "Moon-So-ri\n",
+      "got: Moon-So-ri (658.086243), 3969 / 5749, 0.69.\n",
+      "Morgan Fairchild\n",
+      "got: Morgan Fairchild (572.164551), 3970 / 5749, 0.69.\n",
+      "Morgan Freeman\n",
+      "got: Morgan Freeman (775.36792), 3971 / 5749, 0.69.\n",
+      "Morgan Hentzen\n",
+      "got: Morgan Hentzen (189.963135), 3972 / 5749, 0.69.\n",
+      "Morris Dees\n",
+      "got: Morris Dees (399.93219), 3973 / 5749, 0.69.\n",
+      "Morris Watts\n",
+      "got: Morris Watts (283.276337), 3974 / 5749, 0.69.\n",
+      "Moshe Katsav\n",
+      "got: Moshe Katsav (446.719696), 3975 / 5749, 0.69.\n",
+      "Mother Teresa\n",
+      "got: Mother Teresa (1096.401245), 3976 / 5749, 0.69.\n",
+      "Ms Dynamite\n",
+      "got: Ms Dynamite (505.091003), 3977 / 5749, 0.69.\n",
+      "Mstislav Rostropovich\n",
+      "got: Mstislav Rostropovich (587.169739), 3978 / 5749, 0.69.\n",
+      "Muammar Gaddafi\n",
+      "got: Muammar Gaddafi (878.700623), 3979 / 5749, 0.69.\n",
+      "Muffet McGraw\n",
+      "got: Muffet McGraw (491.999115), 3980 / 5749, 0.69.\n",
+      "Mufti Mohammad Syed\n",
+      "got: Mufti Mohammad Syed (), 3981 / 5749, 0.69.\n",
+      "Muhammad Ali\n",
+      "got: Muhammad Ali (1337.217163), 3982 / 5749, 0.69.\n",
+      "Muhammad Ibrahim Bilal\n",
+      "got: Muhammad Ibrahim Bilal (285.252258), 3983 / 5749, 0.69.\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "got: Muhammad Saeed al-Sahhaf (753.285889), 3984 / 5749, 0.69.\n",
+      "Mukesh Ambani\n",
+      "got: Mukesh Ambani (618.655151), 3985 / 5749, 0.69.\n",
+      "Mukhtar Alytnbayev\n",
+      "got: Mukhtar Alytnbayev (), 3986 / 5749, 0.69.\n",
+      "Munir Akram\n",
+      "got: Munir Akram (315.329224), 3987 / 5749, 0.69.\n",
+      "Muwafak al-Ani\n",
+      "got: Muwafak al-Ani (), 3988 / 5749, 0.69.\n",
+      "Myung Yang\n",
+      "got: Myung Yang (26.274624), 3989 / 5749, 0.69.\n",
+      "Na Na Keum\n",
+      "got: Na Na Keum (61.524456), 3990 / 5749, 0.69.\n",
+      "Nabil Shaath\n",
+      "got: Nabil Shaath (347.897034), 3991 / 5749, 0.69.\n",
+      "Nadia Forte\n",
+      "got: Nadia Forte (), 3992 / 5749, 0.69.\n",
+      "Nadia Petrova\n",
+      "got: Nadia Petrova (537.812256), 3993 / 5749, 0.69.\n",
+      "Nadine Vinzens\n",
+      "got: Nadine Vinzens (326.744568), 3994 / 5749, 0.69.\n",
+      "Naji Sabri\n",
+      "got: Naji Sabri (342.932861), 3995 / 5749, 0.69.\n",
+      "Najib al-Salhi\n",
+      "got: Najib al-Salhi (), 3996 / 5749, 0.70.\n",
+      "Namuddu Florence\n",
+      "got: Namuddu Florence (), 3997 / 5749, 0.70.\n",
+      "Nan Wang\n",
+      "got: Nan Wang (252.102417), 3998 / 5749, 0.70.\n",
+      "Nancy Demme\n",
+      "got: Nancy Demme (4.614424), 3999 / 5749, 0.70.\n",
+      "Nancy Greenlaw\n",
+      "got: Nancy Greenlaw (), 4000 / 5749, 0.70.\n",
+      "Nancy Humbert\n",
+      "got: Nancy Humbert (), 4001 / 5749, 0.70.\n",
+      "Nancy Kerrigan\n",
+      "got: Nancy Kerrigan (580.249573), 4002 / 5749, 0.70.\n",
+      "Nancy Pelosi\n",
+      "got: Nancy Pelosi (1138.762085), 4003 / 5749, 0.70.\n",
+      "Nancy Powell\n",
+      "got: Nancy Powell (145.414902), 4004 / 5749, 0.70.\n",
+      "Nancy Reagan\n",
+      "got: Nancy Reagan (695.969727), 4005 / 5749, 0.70.\n",
+      "Nancy Sinatra\n",
+      "got: Nancy Sinatra (680.613708), 4006 / 5749, 0.70.\n",
+      "Nancy Smith\n",
+      "got: Nancy Smith (171.574646), 4007 / 5749, 0.70.\n",
+      "Nanni Moretti\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Nanni Moretti (530.742554), 4008 / 5749, 0.70.\n",
+      "Naomi Bronstein\n",
+      "got: Naomi Bronstein (194.011765), 4009 / 5749, 0.70.\n",
+      "Naomi Campbell\n",
+      "got: Naomi Campbell (684.785889), 4010 / 5749, 0.70.\n",
+      "Naomi Hayashi\n",
+      "got: Naomi Hayashi (5.551906), 4011 / 5749, 0.70.\n",
+      "Naomi Watts\n",
+      "got: Naomi Watts (681.378906), 4012 / 5749, 0.70.\n",
+      "Naoto Kan\n",
+      "got: Naoto Kan (508.328796), 4013 / 5749, 0.70.\n",
+      "Narayan Singh Pun\n",
+      "got: Narayan Singh Pun (242.910828), 4014 / 5749, 0.70.\n",
+      "Narendra Modi\n",
+      "got: Narendra Modi (1247.901855), 4015 / 5749, 0.70.\n",
+      "Nasser al-Kidwa\n",
+      "got: Nasser al-Kidwa (276.77063), 4016 / 5749, 0.70.\n",
+      "Nastassia Kinski\n",
+      "got: Nastassia Kinski (287.755493), 4017 / 5749, 0.70.\n",
+      "Nastia Liukin\n",
+      "got: Nastia Liukin (574.630188), 4018 / 5749, 0.70.\n",
+      "Natalia Dmitrieva\n",
+      "got: Natalia Dmitrieva (30.188309), 4019 / 5749, 0.70.\n",
+      "Natalia Motuziuk\n",
+      "got: Natalia Motuziuk (), 4020 / 5749, 0.70.\n",
+      "Natalia Verbeke\n",
+      "got: Natalia Verbeke (455.374573), 4021 / 5749, 0.70.\n",
+      "Natalia Vodonova\n",
+      "got: Natalia Vodonova (), 4022 / 5749, 0.70.\n",
+      "Natalie Cole\n",
+      "got: Natalie Cole (663.406433), 4023 / 5749, 0.70.\n",
+      "Natalie Coughlin\n",
+      "got: Natalie Coughlin (554.993164), 4024 / 5749, 0.70.\n",
+      "Natalie Imbruglia\n",
+      "got: Natalie Imbruglia (647.227783), 4025 / 5749, 0.70.\n",
+      "Natalie Juniardi\n",
+      "got: Natalie Juniardi (), 4026 / 5749, 0.70.\n",
+      "Natalie Maines\n",
+      "got: Natalie Maines (550.16803), 4027 / 5749, 0.70.\n",
+      "Natalie Stewart\n",
+      "got: Natalie Stewart (267.533081), 4028 / 5749, 0.70.\n",
+      "Natalie Williams\n",
+      "got: Natalie Williams (401.237), 4029 / 5749, 0.70.\n",
+      "Natalya Sazanovich\n",
+      "got: Natalya Sazanovich (131.510147), 4030 / 5749, 0.70.\n",
+      "Natanaela Barnova\n",
+      "got: Natanaela Barnova (), 4031 / 5749, 0.70.\n",
+      "Natasa Micic\n",
+      "got: Natasa Micic (345.008789), 4032 / 5749, 0.70.\n",
+      "Natasha Henstridge\n",
+      "got: Natasha Henstridge (573.682129), 4033 / 5749, 0.70.\n",
+      "Natasha Lyonne\n",
+      "got: Natasha Lyonne (638.008545), 4034 / 5749, 0.70.\n",
+      "Natasha McElhone\n",
+      "got: Natasha McElhone (276.021851), 4035 / 5749, 0.70.\n",
+      "Nate Blackwell\n",
+      "got: Nate Blackwell (318.56665), 4036 / 5749, 0.70.\n",
+      "Nate Huffman\n",
+      "got: Nate Huffman (363.652161), 4037 / 5749, 0.70.\n",
+      "Nate Hybl\n",
+      "got: Nate Hybl (327.488342), 4038 / 5749, 0.70.\n",
+      "Nathalia Gillot\n",
+      "got: Nathalia Gillot (), 4039 / 5749, 0.70.\n",
+      "Nathalie Baye\n",
+      "got: Nathalie Baye (537.456604), 4040 / 5749, 0.70.\n",
+      "Nathalie Dechy\n",
+      "got: Nathalie Dechy (433.229797), 4041 / 5749, 0.70.\n",
+      "Nathalie Gagnon\n",
+      "got: Nathalie Gagnon (16.31007), 4042 / 5749, 0.70.\n",
+      "Nathan Doudney\n",
+      "got: Nathan Doudney (), 4043 / 5749, 0.70.\n",
+      "Nathan Lane\n",
+      "got: Nathan Lane (611.949646), 4044 / 5749, 0.70.\n",
+      "Nathan Powell\n",
+      "got: Nathan Powell (83.291489), 4045 / 5749, 0.70.\n",
+      "Nathan Smith\n",
+      "got: Nathan Smith (369.16214), 4046 / 5749, 0.70.\n",
+      "Nathirah Hussein\n",
+      "got: Nathirah Hussein (), 4047 / 5749, 0.70.\n",
+      "Nawabzada Nasrullah Khan\n",
+      "got: Nawabzada Nasrullah Khan (491.111816), 4048 / 5749, 0.70.\n",
+      "Nebojsa Pavkovic\n",
+      "got: Nebojsa Pavkovic (408.168274), 4049 / 5749, 0.70.\n",
+      "Neil Goldman\n",
+      "got: Neil Goldman (312.053101), 4050 / 5749, 0.70.\n",
+      "Neil Moritz\n",
+      "got: Neil Moritz (173.602219), 4051 / 5749, 0.70.\n",
+      "Nelson Acosta\n",
+      "got: Nelson Acosta (431.562317), 4052 / 5749, 0.70.\n",
+      "Nelson Mandela\n",
+      "got: Nelson Mandela (1342.261597), 4053 / 5749, 0.70.\n",
+      "Nelson Shanks\n",
+      "got: Nelson Shanks (364.706757), 4054 / 5749, 0.71.\n",
+      "Neri Marcore\n",
+      "got: Neri Marcore (442.423431), 4055 / 5749, 0.71.\n",
+      "Nestor Gonzalez\n",
+      "got: Nestor Gonzalez (184.729355), 4056 / 5749, 0.71.\n",
+      "Nestor Kirchner\n",
+      "got: Nestor Kirchner (579.545837), 4057 / 5749, 0.71.\n",
+      "Nestor Santillan\n",
+      "got: Nestor Santillan (17.171576), 4058 / 5749, 0.71.\n",
+      "Newt Gingrich\n",
+      "got: Newt Gingrich (766.654297), 4059 / 5749, 0.71.\n",
+      "Newton Carlton Slawson\n",
+      "got: Newton Carlton Slawson (), 4060 / 5749, 0.71.\n",
+      "Nia Vardalos\n",
+      "got: Nia Vardalos (556.63324), 4061 / 5749, 0.71.\n",
+      "Niall Connolly\n",
+      "got: Niall Connolly (260.087891), 4062 / 5749, 0.71.\n",
+      "Nicanor Duarte Frutos\n",
+      "got: Nicanor Duarte Frutos (489.275848), 4063 / 5749, 0.71.\n",
+      "Nicholas Byron\n",
+      "got: Nicholas Byron (189.902725), 4064 / 5749, 0.71.\n",
+      "Nicholas Tse\n",
+      "got: Nicholas Tse (658.200317), 4065 / 5749, 0.71.\n",
+      "Nicholoas DiMarzio\n",
+      "got: Nicholoas DiMarzio (), 4066 / 5749, 0.71.\n",
+      "Nick Cassavetes\n",
+      "got: Nick Cassavetes (503.031189), 4067 / 5749, 0.71.\n",
+      "Nick Markakis\n",
+      "got: Nick Markakis (544.131348), 4068 / 5749, 0.71.\n",
+      "Nick Nolte\n",
+      "got: Nick Nolte (651.460571), 4069 / 5749, 0.71.\n",
+      "Nick Price\n",
+      "got: Nick Price (509.743744), 4070 / 5749, 0.71.\n",
+      "Nick Rahall\n",
+      "got: Nick Rahall (407.474426), 4071 / 5749, 0.71.\n",
+      "Nick Reilly\n",
+      "got: Nick Reilly (198.509476), 4072 / 5749, 0.71.\n",
+      "Nick Rimando\n",
+      "got: Nick Rimando (467.555939), 4073 / 5749, 0.71.\n",
+      "Nick Turner\n",
+      "got: Nick Turner (278.351013), 4074 / 5749, 0.71.\n",
+      "Nicklas Lidstrom\n",
+      "got: Nicklas Lidstrom (498.98407), 4075 / 5749, 0.71.\n",
+      "Nicola Bono\n",
+      "got: Nicola Bono (223.882599), 4076 / 5749, 0.71.\n",
+      "Nicola Wells\n",
+      "got: Nicola Wells (132.757828), 4077 / 5749, 0.71.\n",
+      "Nicolas Cage\n",
+      "got: Nicolas Cage (747.005249), 4078 / 5749, 0.71.\n",
+      "Nicolas Escude\n",
+      "got: Nicolas Escude (442.326019), 4079 / 5749, 0.71.\n",
+      "Nicolas Eyzaguirre\n",
+      "got: Nicolas Eyzaguirre (366.753418), 4080 / 5749, 0.71.\n",
+      "Nicolas Kiefer\n",
+      "got: Nicolas Kiefer (467.402313), 4081 / 5749, 0.71.\n",
+      "Nicolas Lapentti\n",
+      "got: Nicolas Lapentti (476.640961), 4082 / 5749, 0.71.\n",
+      "Nicolas Latorre\n",
+      "got: Nicolas Latorre (), 4083 / 5749, 0.71.\n",
+      "Nicolas Macrozonaris\n",
+      "got: Nicolas Macrozonaris (289.055145), 4084 / 5749, 0.71.\n",
+      "Nicolas Massu\n",
+      "got: Nicolas Massu (545.150818), 4085 / 5749, 0.71.\n",
+      "Nicolas Sarkozy\n",
+      "got: Nicolas Sarkozy (826.613037), 4086 / 5749, 0.71.\n",
+      "Nicole\n",
+      "got: Nicole (53.943752), 4087 / 5749, 0.71.\n",
+      "Nicole Hiltz\n",
+      "got: Nicole Hiltz (213.328354), 4088 / 5749, 0.71.\n",
+      "Nicole Kidman\n",
+      "got: Nicole Kidman (796.037354), 4089 / 5749, 0.71.\n",
+      "Nicole Parker\n",
+      "got: Nicole Parker (443.040894), 4090 / 5749, 0.71.\n",
+      "Nicoletta Braschi\n",
+      "got: Nicoletta Braschi (466.877502), 4091 / 5749, 0.71.\n",
+      "Nida Blanca\n",
+      "got: Nida Blanca (413.936462), 4092 / 5749, 0.71.\n",
+      "Nigel Redden\n",
+      "got: Nigel Redden (), 4093 / 5749, 0.71.\n",
+      "Nikki Cascone\n",
+      "got: Nikki Cascone (0.867664), 4094 / 5749, 0.71.\n",
+      "Nikki McKibbin\n",
+      "got: Nikki McKibbin (355.95929), 4095 / 5749, 0.71.\n",
+      "Nikki Reed\n",
+      "got: Nikki Reed (630.84436), 4096 / 5749, 0.71.\n",
+      "Nikki Teasley\n",
+      "got: Nikki Teasley (350.718018), 4097 / 5749, 0.71.\n",
+      "Nikolay Davydenko\n",
+      "got: Nikolay Davydenko (514.447571), 4098 / 5749, 0.71.\n",
+      "Nila Ferran\n",
+      "got: Nila Ferran (), 4099 / 5749, 0.71.\n",
+      "Nina Jacobson\n",
+      "got: Nina Jacobson (402.326874), 4100 / 5749, 0.71.\n",
+      "Nina Pecari\n",
+      "got: Nina Pecari (), 4101 / 5749, 0.71.\n",
+      "Nino DAngelo\n",
+      "got: Nino DAngelo (82.884697), 4102 / 5749, 0.71.\n",
+      "Nizar Trabelsi\n",
+      "got: Nizar Trabelsi (338.049683), 4103 / 5749, 0.71.\n",
+      "Noah Wyle\n",
+      "got: Noah Wyle (544.872498), 4104 / 5749, 0.71.\n",
+      "Nobuyuki Idei\n",
+      "got: Nobuyuki Idei (439.658447), 4105 / 5749, 0.71.\n",
+      "Noel Forgeard\n",
+      "got: Noel Forgeard (313.656555), 4106 / 5749, 0.71.\n",
+      "Noel Niell\n",
+      "got: Noel Niell (), 4107 / 5749, 0.71.\n",
+      "Noelle Bush\n",
+      "got: Noelle Bush (350.596802), 4108 / 5749, 0.71.\n",
+      "Noer Moeis\n",
+      "got: Noer Moeis (), 4109 / 5749, 0.71.\n",
+      "Noer Muis\n",
+      "got: Noer Muis (154.52916), 4110 / 5749, 0.71.\n",
+      "Nona Gaye\n",
+      "got: Nona Gaye (493.723694), 4111 / 5749, 0.72.\n",
+      "Nong Duc Manh\n",
+      "got: Nong Duc Manh (561.173157), 4112 / 5749, 0.72.\n",
+      "Noor Mohammed\n",
+      "got: Noor Mohammed (276.563202), 4113 / 5749, 0.72.\n",
+      "Nora Bendijo\n",
+      "got: Nora Bendijo (), 4114 / 5749, 0.72.\n",
+      "Nora Ephron\n",
+      "got: Nora Ephron (582.426208), 4115 / 5749, 0.72.\n",
+      "Norah Jones\n",
+      "got: Norah Jones (826.187012), 4116 / 5749, 0.72.\n",
+      "Norbert van Heyst\n",
+      "got: Norbert van Heyst (317.461975), 4117 / 5749, 0.72.\n",
+      "Norio Ohga\n",
+      "got: Norio Ohga (405.303894), 4118 / 5749, 0.72.\n",
+      "Norm Coleman\n",
+      "got: Norm Coleman (460.498596), 4119 / 5749, 0.72.\n",
+      "Norm Macdonald\n",
+      "got: Norm Macdonald (643.109375), 4120 / 5749, 0.72.\n",
+      "Norman Jewison\n",
+      "got: Norman Jewison (483.4841), 4121 / 5749, 0.72.\n",
+      "Norman Mailer\n",
+      "got: Norman Mailer (563.918762), 4122 / 5749, 0.72.\n",
+      "Norman Mineta\n",
+      "got: Norman Mineta (460.76355), 4123 / 5749, 0.72.\n",
+      "Normand Legault\n",
+      "got: Normand Legault (238.427307), 4124 / 5749, 0.72.\n",
+      "Norodom Chakrapong\n",
+      "got: Norodom Chakrapong (326.100189), 4125 / 5749, 0.72.\n",
+      "Norodom Sihanouk\n",
+      "got: Norodom Sihanouk (674.732788), 4126 / 5749, 0.72.\n",
+      "Nova Esther Guthrie\n",
+      "got: Nova Esther Guthrie (), 4127 / 5749, 0.72.\n",
+      "Nuon Chea\n",
+      "got: Nuon Chea (399.850555), 4128 / 5749, 0.72.\n",
+      "Nur Jaafar\n",
+      "got: Nur Jaafar (148.308258), 4129 / 5749, 0.72.\n",
+      "Nursultan Nazarbayev\n",
+      "got: Nursultan Nazarbayev (653.095703), 4130 / 5749, 0.72.\n",
+      "OJ Simpson\n",
+      "got: OJ Simpson (557.147705), 4131 / 5749, 0.72.\n",
+      "Octavio Lara\n",
+      "got: Octavio Lara (), 4132 / 5749, 0.72.\n",
+      "Odai Hussein\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Odai Hussein (), 4133 / 5749, 0.72.\n",
+      "Odilia Collazo\n",
+      "got: Odilia Collazo (), 4134 / 5749, 0.72.\n",
+      "Oleg Romantsev\n",
+      "got: Oleg Romantsev (462.860931), 4135 / 5749, 0.72.\n",
+      "Oleksandr Moroz\n",
+      "got: Oleksandr Moroz (418.959198), 4136 / 5749, 0.72.\n",
+      "Olene Walker\n",
+      "got: Olene Walker (317.486511), 4137 / 5749, 0.72.\n",
+      "Olesya Bonabarenko\n",
+      "got: Olesya Bonabarenko (), 4138 / 5749, 0.72.\n",
+      "Oliver Neuville\n",
+      "got: Oliver Neuville (487.037384), 4139 / 5749, 0.72.\n",
+      "Oliver Phelps\n",
+      "HTTP Error 503: Service Unavailable Oliver Phelps\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Oliver Phelps (362.327087), 4140 / 5749, 0.72.\n",
+      "Oliver Stone\n",
+      "got: Oliver Stone (689.095825), 4141 / 5749, 0.72.\n",
+      "Olivera Labus\n",
+      "got: Olivera Labus (), 4142 / 5749, 0.72.\n",
+      "Olivia Newton-John\n",
+      "got: Olivia Newton-John (1292.480713), 4143 / 5749, 0.72.\n",
+      "Olivier Boulay\n",
+      "got: Olivier Boulay (302.844604), 4144 / 5749, 0.72.\n",
+      "Olivier Rochus\n",
+      "got: Olivier Rochus (444.815948), 4145 / 5749, 0.72.\n",
+      "Olympia Dukakis\n",
+      "got: Olympia Dukakis (556.471069), 4146 / 5749, 0.72.\n",
+      "Omar Khan Sharif\n",
+      "got: Omar Khan Sharif (27.345787), 4147 / 5749, 0.72.\n",
+      "Omar Sharif\n",
+      "got: Omar Sharif (653.331177), 4148 / 5749, 0.72.\n",
+      "Omar Vizquel\n",
+      "got: Omar Vizquel (495.998779), 4149 / 5749, 0.72.\n",
+      "Omar el-Heib\n",
+      "got: Omar el-Heib (), 4150 / 5749, 0.72.\n",
+      "Ontario Lett\n",
+      "got: Ontario Lett (159.644073), 4151 / 5749, 0.72.\n",
+      "Oprah Winfrey\n",
+      "got: Oprah Winfrey (777.424988), 4152 / 5749, 0.72.\n",
+      "Oracene Williams\n",
+      "got: Oracene Williams (212.381836), 4153 / 5749, 0.72.\n",
+      "Orlando Bloom\n",
+      "got: Orlando Bloom (685.704956), 4154 / 5749, 0.72.\n",
+      "Ornella Muti\n",
+      "got: Ornella Muti (605.370789), 4155 / 5749, 0.72.\n",
+      "Orrin Hatch\n",
+      "got: Orrin Hatch (762.506775), 4156 / 5749, 0.72.\n",
+      "Osama Al Baz\n",
+      "got: Osama Al Baz (), 4157 / 5749, 0.72.\n",
+      "Osama bin Laden\n",
+      "got: Osama bin Laden (2297.260986), 4158 / 5749, 0.72.\n",
+      "Oscar Bolanos\n",
+      "got: Oscar Bolanos (7.495959), 4159 / 5749, 0.72.\n",
+      "Oscar DLeon\n",
+      "got: Oscar DLeon (77.113663), 4160 / 5749, 0.72.\n",
+      "Oscar De La Hoya\n",
+      "got: Oscar De La Hoya (1354.847534), 4161 / 5749, 0.72.\n",
+      "Oscar Elias Biscet\n",
+      "got: Oscar Elias Biscet (471.873077), 4162 / 5749, 0.72.\n",
+      "Oscar de la Renta\n",
+      "got: Oscar de la Renta (1199.497803), 4163 / 5749, 0.72.\n",
+      "Osmond Smith\n",
+      "got: Osmond Smith (134.716309), 4164 / 5749, 0.72.\n",
+      "Osrat Iosef\n",
+      "got: Osrat Iosef (), 4165 / 5749, 0.72.\n",
+      "Oswald Gruebel\n",
+      "got: Oswald Gruebel (163.742783), 4166 / 5749, 0.72.\n",
+      "Oswaldo Paya\n",
+      "got: Oswaldo Paya (401.408722), 4167 / 5749, 0.72.\n",
+      "Otto Reich\n",
+      "got: Otto Reich (328.00296), 4168 / 5749, 0.72.\n",
+      "Otto Schily\n",
+      "got: Otto Schily (427.312775), 4169 / 5749, 0.73.\n",
+      "Owen Nolan\n",
+      "got: Owen Nolan (397.309601), 4170 / 5749, 0.73.\n",
+      "Owen Wilson\n",
+      "got: Owen Wilson (674.587219), 4171 / 5749, 0.73.\n",
+      "Oxana Fedorova\n",
+      "got: Oxana Fedorova (256.298187), 4172 / 5749, 0.73.\n",
+      "Ozzie Smith\n",
+      "got: Ozzie Smith (561.895691), 4173 / 5749, 0.73.\n",
+      "Ozzy Osbourne\n",
+      "got: Ozzy Osbourne (990.549316), 4174 / 5749, 0.73.\n",
+      "Pa Kou Hang\n",
+      "got: Pa Kou Hang (), 4175 / 5749, 0.73.\n",
+      "Pablo Khulental\n",
+      "got: Pablo Khulental (), 4176 / 5749, 0.73.\n",
+      "Pablo Latras\n",
+      "got: Pablo Latras (), 4177 / 5749, 0.73.\n",
+      "Paddy Long\n",
+      "got: Paddy Long (18.342346), 4178 / 5749, 0.73.\n",
+      "Paddy Torsney\n",
+      "got: Paddy Torsney (270.915405), 4179 / 5749, 0.73.\n",
+      "Padraig Harrington\n",
+      "got: Padraig Harrington (580.531372), 4180 / 5749, 0.73.\n",
+      "Paek Nam Sun\n",
+      "got: Paek Nam Sun (355.750458), 4181 / 5749, 0.73.\n",
+      "Paige Fitzgerald\n",
+      "got: Paige Fitzgerald (115.181969), 4182 / 5749, 0.73.\n",
+      "Pak Gil Yon\n",
+      "got: Pak Gil Yon (137.236252), 4183 / 5749, 0.73.\n",
+      "Pamela Anderson\n",
+      "got: Pamela Anderson (750.257141), 4184 / 5749, 0.73.\n",
+      "Pamela Melroy\n",
+      "got: Pamela Melroy (383.850494), 4185 / 5749, 0.73.\n",
+      "Paola Espinoza\n",
+      "got: Paola Espinoza (218.845703), 4186 / 5749, 0.73.\n",
+      "Paradorn Srichaphan\n",
+      "got: Paradorn Srichaphan (472.007294), 4187 / 5749, 0.73.\n",
+      "Paris Hilton\n",
+      "got: Paris Hilton (827.135315), 4188 / 5749, 0.73.\n",
+      "Park Jie-won\n",
+      "got: Park Jie-won (509.715179), 4189 / 5749, 0.73.\n",
+      "Park Jung Sung\n",
+      "got: Park Jung Sung (51.327015), 4190 / 5749, 0.73.\n",
+      "Park Na-kyong\n",
+      "got: Park Na-kyong (), 4191 / 5749, 0.73.\n",
+      "Parris Glendening\n",
+      "got: Parris Glendening (391.57254), 4192 / 5749, 0.73.\n",
+      "Parthiv Patel\n",
+      "got: Parthiv Patel (455.769531), 4193 / 5749, 0.73.\n",
+      "Pascal Affi Nguessan\n",
+      "got: Pascal Affi Nguessan (53.293762), 4194 / 5749, 0.73.\n",
+      "Pascal Lamy\n",
+      "got: Pascal Lamy (442.098511), 4195 / 5749, 0.73.\n",
+      "Pascal Quignard\n",
+      "got: Pascal Quignard (431.257568), 4196 / 5749, 0.73.\n",
+      "Pascal Rheaume\n",
+      "got: Pascal Rheaume (335.464966), 4197 / 5749, 0.73.\n",
+      "Pat Burns\n",
+      "got: Pat Burns (388.962006), 4198 / 5749, 0.73.\n",
+      "Pat Cox\n",
+      "got: Pat Cox (388.834747), 4199 / 5749, 0.73.\n",
+      "Pat DAmuro\n",
+      "got: Pat DAmuro (), 4200 / 5749, 0.73.\n",
+      "Pat Riley\n",
+      "got: Pat Riley (598.546326), 4201 / 5749, 0.73.\n",
+      "Pat Rochester\n",
+      "got: Pat Rochester (27.200108), 4202 / 5749, 0.73.\n",
+      "Pat Summerall\n",
+      "got: Pat Summerall (501.929169), 4203 / 5749, 0.73.\n",
+      "Pat Summitt\n",
+      "got: Pat Summitt (585.080139), 4204 / 5749, 0.73.\n",
+      "Pat Wharton\n",
+      "got: Pat Wharton (1.867991), 4205 / 5749, 0.73.\n",
+      "Patrice Chereau\n",
+      "got: Patrice Chereau (502.724884), 4206 / 5749, 0.73.\n",
+      "Patricia Clarkson\n",
+      "got: Patricia Clarkson (639.404846), 4207 / 5749, 0.73.\n",
+      "Patricia Garone\n",
+      "got: Patricia Garone (), 4208 / 5749, 0.73.\n",
+      "Patricia Hearst\n",
+      "got: Patricia Hearst (380.020477), 4209 / 5749, 0.73.\n",
+      "Patricia Heaton\n",
+      "got: Patricia Heaton (627.378662), 4210 / 5749, 0.73.\n",
+      "Patricia Johnson\n",
+      "got: Patricia Johnson (273.928009), 4211 / 5749, 0.73.\n",
+      "Patricia Medina\n",
+      "got: Patricia Medina (442.81778), 4212 / 5749, 0.73.\n",
+      "Patricia Phillips\n",
+      "got: Patricia Phillips (261.80542), 4213 / 5749, 0.73.\n",
+      "Patricia Russo\n",
+      "got: Patricia Russo (360.952576), 4214 / 5749, 0.73.\n",
+      "Patricia Wartusch\n",
+      "got: Patricia Wartusch (306.871429), 4215 / 5749, 0.73.\n",
+      "Patrick Bourrat\n",
+      "got: Patrick Bourrat (272.832458), 4216 / 5749, 0.73.\n",
+      "Patrick Clawsen\n",
+      "got: Patrick Clawsen (), 4217 / 5749, 0.73.\n",
+      "Patrick Coleman\n",
+      "got: Patrick Coleman (316.851288), 4218 / 5749, 0.73.\n",
+      "Patrick Dennehy\n",
+      "got: Patrick Dennehy (310.62973), 4219 / 5749, 0.73.\n",
+      "Patrick Eaves\n",
+      "got: Patrick Eaves (416.498047), 4220 / 5749, 0.73.\n",
+      "Patrick Ewing\n",
+      "got: Patrick Ewing (654.295227), 4221 / 5749, 0.73.\n",
+      "Patrick Kron\n",
+      "got: Patrick Kron (349.988251), 4222 / 5749, 0.73.\n",
+      "Patrick Leahy\n",
+      "got: Patrick Leahy (927.789673), 4223 / 5749, 0.73.\n",
+      "Patrick McEnroe\n",
+      "got: Patrick McEnroe (546.654846), 4224 / 5749, 0.73.\n",
+      "Patrick Rafter\n",
+      "got: Patrick Rafter (312.296997), 4225 / 5749, 0.73.\n",
+      "Patrick Roy\n",
+      "got: Patrick Roy (497.065918), 4226 / 5749, 0.74.\n",
+      "Patrick Stewart\n",
+      "got: Patrick Stewart (737.956909), 4227 / 5749, 0.74.\n",
+      "Patrik Kristiansson\n",
+      "got: Patrik Kristiansson (182.623718), 4228 / 5749, 0.74.\n",
+      "Patsy Hardy\n",
+      "got: Patsy Hardy (2.039415), 4229 / 5749, 0.74.\n",
+      "Patsy Kensit\n",
+      "got: Patsy Kensit (601.15387), 4230 / 5749, 0.74.\n",
+      "Patsy Mink\n",
+      "got: Patsy Mink (458.690338), 4231 / 5749, 0.74.\n",
+      "Patti Balgojevich\n",
+      "got: Patti Balgojevich (), 4232 / 5749, 0.74.\n",
+      "Patti Labelle\n",
+      "got: Patti Labelle (918.515442), 4233 / 5749, 0.74.\n",
+      "Patti Lank\n",
+      "got: Patti Lank (267.608612), 4234 / 5749, 0.74.\n",
+      "Patti Smith\n",
+      "got: Patti Smith (1192.79541), 4235 / 5749, 0.74.\n",
+      "Patty Duke\n",
+      "got: Patty Duke (610.425171), 4236 / 5749, 0.74.\n",
+      "Patty Schnyder\n",
+      "got: Patty Schnyder (590.078003), 4237 / 5749, 0.74.\n",
+      "Patty Sheehan\n",
+      "got: Patty Sheehan (432.100586), 4238 / 5749, 0.74.\n",
+      "Paul-Henri Mathieu\n",
+      "got: Paul-Henri Mathieu (616.720764), 4239 / 5749, 0.74.\n",
+      "Paul Bettany\n",
+      "got: Paul Bettany (629.791077), 4240 / 5749, 0.74.\n",
+      "Paul Brandt\n",
+      "got: Paul Brandt (474.151581), 4241 / 5749, 0.74.\n",
+      "Paul Bremer\n",
+      "got: Paul Bremer (613.642822), 4242 / 5749, 0.74.\n",
+      "Paul Burrell\n",
+      "got: Paul Burrell (420.140442), 4243 / 5749, 0.74.\n",
+      "Paul Byrd\n",
+      "got: Paul Byrd (395.723175), 4244 / 5749, 0.74.\n",
+      "Paul Celluci\n",
+      "got: Paul Celluci (221.589386), 4245 / 5749, 0.74.\n",
+      "Paul Cerjan\n",
+      "got: Paul Cerjan (142.369431), 4246 / 5749, 0.74.\n",
+      "Paul Clark\n",
+      "got: Paul Clark (335.824646), 4247 / 5749, 0.74.\n",
+      "Paul Coppin\n",
+      "got: Paul Coppin (14.624114), 4248 / 5749, 0.74.\n",
+      "Paul Crake\n",
+      "got: Paul Crake (283.935638), 4249 / 5749, 0.74.\n",
+      "Paul Desmarais\n",
+      "got: Paul Desmarais (409.165466), 4250 / 5749, 0.74.\n",
+      "Paul Ebert\n",
+      "got: Paul Ebert (233.97641), 4251 / 5749, 0.74.\n",
+      "Paul Farley\n",
+      "got: Paul Farley (321.857971), 4252 / 5749, 0.74.\n",
+      "Paul Gannon\n",
+      "got: Paul Gannon (251.267944), 4253 / 5749, 0.74.\n",
+      "Paul Gascoigne\n",
+      "got: Paul Gascoigne (688.193604), 4254 / 5749, 0.74.\n",
+      "Paul Greengrass\n",
+      "got: Paul Greengrass (513.852417), 4255 / 5749, 0.74.\n",
+      "Paul Henderson\n",
+      "got: Paul Henderson (404.756653), 4256 / 5749, 0.74.\n",
+      "Paul Hogan\n",
+      "got: Paul Hogan (606.546265), 4257 / 5749, 0.74.\n",
+      "Paul Johnson\n",
+      "got: Paul Johnson (449.290131), 4258 / 5749, 0.74.\n",
+      "Paul Kagame\n",
+      "got: Paul Kagame (614.824646), 4259 / 5749, 0.74.\n",
+      "Paul Kariya\n",
+      "got: Paul Kariya (494.303833), 4260 / 5749, 0.74.\n",
+      "Paul Kelleher\n",
+      "got: Paul Kelleher (150.54892), 4261 / 5749, 0.74.\n",
+      "Paul Krueger\n",
+      "got: Paul Krueger (236.8367), 4262 / 5749, 0.74.\n",
+      "Paul LeClerc\n",
+      "got: Paul LeClerc (281.770203), 4263 / 5749, 0.74.\n",
+      "Paul Li Calsi\n",
+      "got: Paul Li Calsi (), 4264 / 5749, 0.74.\n",
+      "Paul Lo Duca\n",
+      "got: Paul Lo Duca (571.833313), 4265 / 5749, 0.74.\n",
+      "Paul Lockhart\n",
+      "got: Paul Lockhart (450.348938), 4266 / 5749, 0.74.\n",
+      "Paul Luvera\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Paul Luvera (33.704651), 4267 / 5749, 0.74.\n",
+      "Paul Martin\n",
+      "got: Paul Martin (701.619019), 4268 / 5749, 0.74.\n",
+      "Paul McCartney\n",
+      "got: Paul McCartney (1522.431641), 4269 / 5749, 0.74.\n",
+      "Paul McNulty\n",
+      "got: Paul McNulty (353.499481), 4270 / 5749, 0.74.\n",
+      "Paul Michael Daniels\n",
+      "got: Paul Michael Daniels (3.976715), 4271 / 5749, 0.74.\n",
+      "Paul Murphy\n",
+      "got: Paul Murphy (425.136444), 4272 / 5749, 0.74.\n",
+      "Paul Newman\n",
+      "got: Paul Newman (755.265442), 4273 / 5749, 0.74.\n",
+      "Paul ONeill\n",
+      "got: Paul ONeill (107.671135), 4274 / 5749, 0.74.\n",
+      "Paul Otellini\n",
+      "got: Paul Otellini (427.308289), 4275 / 5749, 0.74.\n",
+      "Paul Patton\n",
+      "got: Paul Patton (225.222488), 4276 / 5749, 0.74.\n",
+      "Paul Pierce\n",
+      "got: Paul Pierce (606.197754), 4277 / 5749, 0.74.\n",
+      "Paul Reiser\n",
+      "got: Paul Reiser (540.633301), 4278 / 5749, 0.74.\n",
+      "Paul Sarbanes\n",
+      "got: Paul Sarbanes (470.031433), 4279 / 5749, 0.74.\n",
+      "Paul Schrader\n",
+      "got: Paul Schrader (534.926697), 4280 / 5749, 0.74.\n",
+      "Paul Shanley\n",
+      "got: Paul Shanley (345.757141), 4281 / 5749, 0.74.\n",
+      "Paul Tagliabue\n",
+      "got: Paul Tagliabue (387.190735), 4282 / 5749, 0.74.\n",
+      "Paul Tracy\n",
+      "got: Paul Tracy (505.227783), 4283 / 5749, 0.74.\n",
+      "Paul Vathis\n",
+      "got: Paul Vathis (251.722061), 4284 / 5749, 0.75.\n",
+      "Paul Walker\n",
+      "got: Paul Walker (698.887756), 4285 / 5749, 0.75.\n",
+      "Paul Wals\n",
+      "got: Paul Wals (3.287791), 4286 / 5749, 0.75.\n",
+      "Paul Wellstone\n",
+      "got: Paul Wellstone (461.788391), 4287 / 5749, 0.75.\n",
+      "Paul William Hurley\n",
+      "got: Paul William Hurley (), 4288 / 5749, 0.75.\n",
+      "Paul Wilson\n",
+      "got: Paul Wilson (391.619507), 4289 / 5749, 0.75.\n",
+      "Paul Wolfowitz\n",
+      "got: Paul Wolfowitz (473.836426), 4290 / 5749, 0.75.\n",
+      "Paul Wollnough\n",
+      "got: Paul Wollnough (), 4291 / 5749, 0.75.\n",
+      "Paula Abdul\n",
+      "got: Paula Abdul (678.312866), 4292 / 5749, 0.75.\n",
+      "Paula Dobriansky\n",
+      "got: Paula Dobriansky (339.775818), 4293 / 5749, 0.75.\n",
+      "Paula Locke\n",
+      "got: Paula Locke (), 4294 / 5749, 0.75.\n",
+      "Paula Prentiss\n",
+      "got: Paula Prentiss (470.017548), 4295 / 5749, 0.75.\n",
+      "Paula Radcliffe\n",
+      "got: Paula Radcliffe (540.83197), 4296 / 5749, 0.75.\n",
+      "Paula Zahn\n",
+      "got: Paula Zahn (488.236572), 4297 / 5749, 0.75.\n",
+      "Pauley Perrette\n",
+      "got: Pauley Perrette (605.414429), 4298 / 5749, 0.75.\n",
+      "Paulie Ayala\n",
+      "got: Paulie Ayala (361.290009), 4299 / 5749, 0.75.\n",
+      "Paulina Rodriguez Davila\n",
+      "got: Paulina Rodriguez Davila (), 4300 / 5749, 0.75.\n",
+      "Pauline Landers\n",
+      "got: Pauline Landers (39.689453), 4301 / 5749, 0.75.\n",
+      "Pauline Phillips\n",
+      "got: Pauline Phillips (376.132721), 4302 / 5749, 0.75.\n",
+      "Paulo Cesar Pinheiro\n",
+      "got: Paulo Cesar Pinheiro (512.578186), 4303 / 5749, 0.75.\n",
+      "Pedro Almodovar\n",
+      "got: Pedro Almodovar (699.716675), 4304 / 5749, 0.75.\n",
+      "Pedro Alvarez\n",
+      "got: Pedro Alvarez (521.513245), 4305 / 5749, 0.75.\n",
+      "Pedro Duque\n",
+      "got: Pedro Duque (475.909973), 4306 / 5749, 0.75.\n",
+      "Pedro Mahecha\n",
+      "got: Pedro Mahecha (), 4307 / 5749, 0.75.\n",
+      "Pedro Malan\n",
+      "got: Pedro Malan (404.982666), 4308 / 5749, 0.75.\n",
+      "Pedro Martinez\n",
+      "got: Pedro Martinez (727.237793), 4309 / 5749, 0.75.\n",
+      "Pedro Pauleta\n",
+      "got: Pedro Pauleta (83.3312), 4310 / 5749, 0.75.\n",
+      "Pedro Solbes\n",
+      "got: Pedro Solbes (364.421539), 4311 / 5749, 0.75.\n",
+      "Pedro Velasquez\n",
+      "got: Pedro Velasquez (265.497467), 4312 / 5749, 0.75.\n",
+      "Peggy McGuinness\n",
+      "got: Peggy McGuinness (153.96376), 4313 / 5749, 0.75.\n",
+      "Pele\n",
+      "got: Pele (89.478722), 4314 / 5749, 0.75.\n",
+      "Penelope Ann Miller\n",
+      "got: Penelope Ann Miller (721.269348), 4315 / 5749, 0.75.\n",
+      "Penelope Cruz\n",
+      "got: Penelope Cruz (766.011902), 4316 / 5749, 0.75.\n",
+      "Penelope Taylor\n",
+      "got: Penelope Taylor (143.966614), 4317 / 5749, 0.75.\n",
+      "Penny Dupuie\n",
+      "got: Penny Dupuie (142.860657), 4318 / 5749, 0.75.\n",
+      "Penny Lancaster\n",
+      "got: Penny Lancaster (491.400269), 4319 / 5749, 0.75.\n",
+      "Percy Gibson\n",
+      "got: Percy Gibson (344.278076), 4320 / 5749, 0.75.\n",
+      "Peri Gilpin\n",
+      "got: Peri Gilpin (506.578705), 4321 / 5749, 0.75.\n",
+      "Pernilla Bjorn\n",
+      "got: Pernilla Bjorn (142.570419), 4322 / 5749, 0.75.\n",
+      "Perri Shaw\n",
+      "got: Perri Shaw (), 4323 / 5749, 0.75.\n",
+      "Perry Compton\n",
+      "got: Perry Compton (7.265909), 4324 / 5749, 0.75.\n",
+      "Perry Farrell\n",
+      "got: Perry Farrell (512.042908), 4325 / 5749, 0.75.\n",
+      "Perry Gibbs\n",
+      "got: Perry Gibbs (2.924421), 4326 / 5749, 0.75.\n",
+      "Pervez Musharraf\n",
+      "got: Pervez Musharraf (882.984314), 4327 / 5749, 0.75.\n",
+      "Pete Aldridge\n",
+      "got: Pete Aldridge (185.26622), 4328 / 5749, 0.75.\n",
+      "Pete Beaudrault\n",
+      "got: Pete Beaudrault (), 4329 / 5749, 0.75.\n",
+      "Pete Carroll\n",
+      "got: Pete Carroll (583.719604), 4330 / 5749, 0.75.\n",
+      "Pete Gillen\n",
+      "got: Pete Gillen (324.528595), 4331 / 5749, 0.75.\n",
+      "Pete Rose\n",
+      "got: Pete Rose (751.89447), 4332 / 5749, 0.75.\n",
+      "Pete Sampras\n",
+      "got: Pete Sampras (736.466797), 4333 / 5749, 0.75.\n",
+      "Peter Ahearn\n",
+      "got: Peter Ahearn (0.588816), 4334 / 5749, 0.75.\n",
+      "Peter Albertsen\n",
+      "got: Peter Albertsen (5.511161), 4335 / 5749, 0.75.\n",
+      "Peter Arnett\n",
+      "got: Peter Arnett (425.344238), 4336 / 5749, 0.75.\n",
+      "Peter Bacanovic\n",
+      "got: Peter Bacanovic (143.917633), 4337 / 5749, 0.75.\n",
+      "Peter Camejo\n",
+      "got: Peter Camejo (325.554993), 4338 / 5749, 0.75.\n",
+      "Peter Care\n",
+      "got: Peter Care (307.768616), 4339 / 5749, 0.75.\n",
+      "Peter Caruana\n",
+      "got: Peter Caruana (330.403503), 4340 / 5749, 0.75.\n",
+      "Peter Chan\n",
+      "got: Peter Chan (490.976227), 4341 / 5749, 0.76.\n",
+      "Peter Costello\n",
+      "got: Peter Costello (448.452484), 4342 / 5749, 0.76.\n",
+      "Peter Fisher\n",
+      "got: Peter Fisher (374.666992), 4343 / 5749, 0.76.\n",
+      "Peter Fitzgerald\n",
+      "got: Peter Fitzgerald (381.931641), 4344 / 5749, 0.76.\n",
+      "Peter Fonda\n",
+      "got: Peter Fonda (662.524231), 4345 / 5749, 0.76.\n",
+      "Peter Gabriel\n",
+      "got: Peter Gabriel (742.336121), 4346 / 5749, 0.76.\n",
+      "Peter Gilmour\n",
+      "got: Peter Gilmour (316.37207), 4347 / 5749, 0.76.\n",
+      "Peter Goldmark\n",
+      "got: Peter Goldmark (221.781693), 4348 / 5749, 0.76.\n",
+      "Peter Greenaway\n",
+      "got: Peter Greenaway (522.371338), 4349 / 5749, 0.76.\n",
+      "Peter Greenspun\n",
+      "got: Peter Greenspun (), 4350 / 5749, 0.76.\n",
+      "Peter Harrison\n",
+      "got: Peter Harrison (327.795044), 4351 / 5749, 0.76.\n",
+      "Peter Hartz\n",
+      "got: Peter Hartz (380.879822), 4352 / 5749, 0.76.\n",
+      "Peter Harvey\n",
+      "got: Peter Harvey (384.432159), 4353 / 5749, 0.76.\n",
+      "Peter Hillary\n",
+      "got: Peter Hillary (381.033691), 4354 / 5749, 0.76.\n",
+      "Peter Hollingworth\n",
+      "got: Peter Hollingworth (417.315094), 4355 / 5749, 0.76.\n",
+      "Peter Holmberg\n",
+      "got: Peter Holmberg (322.048798), 4356 / 5749, 0.76.\n",
+      "Peter Hunt\n",
+      "got: Peter Hunt (252.646484), 4357 / 5749, 0.76.\n",
+      "Peter Lundgren\n",
+      "got: Peter Lundgren (378.252319), 4358 / 5749, 0.76.\n",
+      "Peter Mackay\n",
+      "got: Peter Mackay (476.141022), 4359 / 5749, 0.76.\n",
+      "Peter Mansbridge\n",
+      "got: Peter Mansbridge (443.190918), 4360 / 5749, 0.76.\n",
+      "Peter Max\n",
+      "got: Peter Max (451.295166), 4361 / 5749, 0.76.\n",
+      "Peter Medgyessy\n",
+      "got: Peter Medgyessy (415.710419), 4362 / 5749, 0.76.\n",
+      "Peter Mugyeni\n",
+      "got: Peter Mugyeni (), 4363 / 5749, 0.76.\n",
+      "Peter Mullan\n",
+      "got: Peter Mullan (541.087341), 4364 / 5749, 0.76.\n",
+      "Peter OToole\n",
+      "got: Peter OToole (107.337898), 4365 / 5749, 0.76.\n",
+      "Peter Rasch\n",
+      "got: Peter Rasch (8.382643), 4366 / 5749, 0.76.\n",
+      "Peter Rasmussen\n",
+      "got: Peter Rasmussen (352.093231), 4367 / 5749, 0.76.\n",
+      "Peter Schultz\n",
+      "got: Peter Schultz (233.95488), 4368 / 5749, 0.76.\n",
+      "Peter Sejna\n",
+      "got: Peter Sejna (299.350128), 4369 / 5749, 0.76.\n",
+      "Peter Shaw\n",
+      "got: Peter Shaw (447.78183), 4370 / 5749, 0.76.\n",
+      "Peter Struck\n",
+      "got: Peter Struck (426.818237), 4371 / 5749, 0.76.\n",
+      "Peter Ueberroth\n",
+      "got: Peter Ueberroth (412.626343), 4372 / 5749, 0.76.\n",
+      "Petria Thomas\n",
+      "got: Petria Thomas (416.61731), 4373 / 5749, 0.76.\n",
+      "Petro Symonenko\n",
+      "got: Petro Symonenko (396.781525), 4374 / 5749, 0.76.\n",
+      "Pham Sy Chien\n",
+      "got: Pham Sy Chien (), 4375 / 5749, 0.76.\n",
+      "Pham Thi Mai Phuong\n",
+      "got: Pham Thi Mai Phuong (564.021362), 4376 / 5749, 0.76.\n",
+      "Phan Van Khai\n",
+      "got: Phan Van Khai (559.747437), 4377 / 5749, 0.76.\n",
+      "Pharrell Williams\n",
+      "got: Pharrell Williams (781.503601), 4378 / 5749, 0.76.\n",
+      "Phil Bennett\n",
+      "got: Phil Bennett (384.787689), 4379 / 5749, 0.76.\n",
+      "Phil Bredesen\n",
+      "got: Phil Bredesen (509.417572), 4380 / 5749, 0.76.\n",
+      "Phil Cline\n",
+      "got: Phil Cline (11.069554), 4381 / 5749, 0.76.\n",
+      "Phil Cullen\n",
+      "got: Phil Cullen (192.006882), 4382 / 5749, 0.76.\n",
+      "Phil Donahue\n",
+      "got: Phil Donahue (573.297302), 4383 / 5749, 0.76.\n",
+      "Phil Gramm\n",
+      "got: Phil Gramm (444.550781), 4384 / 5749, 0.76.\n",
+      "Phil Jackson\n",
+      "got: Phil Jackson (645.722595), 4385 / 5749, 0.76.\n",
+      "Phil Johnson\n",
+      "got: Phil Johnson (243.67659), 4386 / 5749, 0.76.\n",
+      "Phil McGraw\n",
+      "got: Phil McGraw (677.985352), 4387 / 5749, 0.76.\n",
+      "Phil Mickelson\n",
+      "got: Phil Mickelson (706.909485), 4388 / 5749, 0.76.\n",
+      "Phil Morris\n",
+      "got: Phil Morris (454.665649), 4389 / 5749, 0.76.\n",
+      "Phil Vassar\n",
+      "got: Phil Vassar (494.454529), 4390 / 5749, 0.76.\n",
+      "Philip Cummings\n",
+      "got: Philip Cummings (208.197571), 4391 / 5749, 0.76.\n",
+      "Philip Murtaugh\n",
+      "got: Philip Murtaugh (3.460166), 4392 / 5749, 0.76.\n",
+      "Philip Zalewski\n",
+      "got: Philip Zalewski (), 4393 / 5749, 0.76.\n",
+      "Philippe Gagnon\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Philippe Gagnon (301.672791), 4394 / 5749, 0.76.\n",
+      "Philippe Noiret\n",
+      "got: Philippe Noiret (534.873047), 4395 / 5749, 0.76.\n",
+      "Phillip Fulmer\n",
+      "got: Phillip Fulmer (482.177795), 4396 / 5749, 0.76.\n",
+      "Phillip Seymor Hoffmann\n",
+      "got: Phillip Seymor Hoffmann (), 4397 / 5749, 0.76.\n",
+      "Phillipe Comtois\n",
+      "got: Phillipe Comtois (), 4398 / 5749, 0.77.\n",
+      "Phillips Idowu\n",
+      "got: Phillips Idowu (406.108917), 4399 / 5749, 0.77.\n",
+      "Phoenix Chang\n",
+      "got: Phoenix Chang (167.551193), 4400 / 5749, 0.77.\n",
+      "Picabo Street\n",
+      "got: Picabo Street (450.848785), 4401 / 5749, 0.77.\n",
+      "Pier Ferdinando Casini\n",
+      "got: Pier Ferdinando Casini (615.502258), 4402 / 5749, 0.77.\n",
+      "Pierce Brosnan\n",
+      "got: Pierce Brosnan (734.778992), 4403 / 5749, 0.77.\n",
+      "Pierre Boulanger\n",
+      "got: Pierre Boulanger (418.386261), 4404 / 5749, 0.77.\n",
+      "Pierre Gagnon\n",
+      "got: Pierre Gagnon (115.68103), 4405 / 5749, 0.77.\n",
+      "Pierre Lacroix\n",
+      "got: Pierre Lacroix (306.761505), 4406 / 5749, 0.77.\n",
+      "Pierre Pettigrew\n",
+      "got: Pierre Pettigrew (376.587616), 4407 / 5749, 0.77.\n",
+      "Pierre Png\n",
+      "got: Pierre Png (504.447021), 4408 / 5749, 0.77.\n",
+      "Pierre Van Hooijdonk\n",
+      "got: Pierre Van Hooijdonk (720.141479), 4409 / 5749, 0.77.\n",
+      "Piers Sellers\n",
+      "got: Piers Sellers (402.086273), 4410 / 5749, 0.77.\n",
+      "Pieter Bouw\n",
+      "got: Pieter Bouw (204.376495), 4411 / 5749, 0.77.\n",
+      "Pilar Montenegro\n",
+      "got: Pilar Montenegro (460.336975), 4412 / 5749, 0.77.\n",
+      "Pinar del Rio\n",
+      "got: Pinar del Rio (835.961975), 4413 / 5749, 0.77.\n",
+      "Pio Laghi\n",
+      "got: Pio Laghi (332.381012), 4414 / 5749, 0.77.\n",
+      "Piotr Anderszewski\n",
+      "got: Piotr Anderszewski (430.106903), 4415 / 5749, 0.77.\n",
+      "Placido Domingo\n",
+      "got: Placido Domingo (826.893555), 4416 / 5749, 0.77.\n",
+      "Platon Lebedev\n",
+      "got: Platon Lebedev (360.875366), 4417 / 5749, 0.77.\n",
+      "Poala Suarez\n",
+      "got: Poala Suarez (), 4418 / 5749, 0.77.\n",
+      "Polona Bas\n",
+      "got: Polona Bas (), 4419 / 5749, 0.77.\n",
+      "Porter Goss\n",
+      "got: Porter Goss (423.444855), 4420 / 5749, 0.77.\n",
+      "Portia de Rossi\n",
+      "got: Portia de Rossi (871.83075), 4421 / 5749, 0.77.\n",
+      "Prakash Hinduja\n",
+      "HTTP Error 503: Service Unavailable Prakash Hinduja\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "got: Prakash Hinduja (300.726959), 4422 / 5749, 0.77.\n",
+      "Prem Kumar Nair\n",
+      "got: Prem Kumar Nair (6.413548), 4423 / 5749, 0.77.\n",
+      "Prince Charles\n",
+      "got: Prince Charles (1672.075439), 4424 / 5749, 0.77.\n",
+      "Prince Claus\n",
+      "got: Prince Claus (412.152893), 4425 / 5749, 0.77.\n",
+      "Prince Edward\n",
+      "got: Prince Edward (1235.49939), 4426 / 5749, 0.77.\n",
+      "Prince Felipe\n",
+      "got: Prince Felipe (745.802368), 4427 / 5749, 0.77.\n",
+      "Prince Harry\n",
+      "got: Prince Harry (975.407715), 4428 / 5749, 0.77.\n",
+      "Prince Naruhito\n",
+      "got: Prince Naruhito (638.514893), 4429 / 5749, 0.77.\n",
+      "Prince Philippe\n",
+      "HTTP Error 503: Service Unavailable Prince Philippe\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Prince Philippe (934.841492), 4430 / 5749, 0.77.\n",
+      "Prince Rainier III\n",
+      "got: Prince Rainier III (878.464539), 4431 / 5749, 0.77.\n",
+      "Prince Willem-Alexander\n",
+      "got: Prince Willem-Alexander (1100.286255), 4432 / 5749, 0.77.\n",
+      "Prince William\n",
+      "got: Prince William (1368.856934), 4433 / 5749, 0.77.\n",
+      "Princess Aiko\n",
+      "got: Princess Aiko (241.462479), 4434 / 5749, 0.77.\n",
+      "Princess Anne\n",
+      "got: Princess Anne (1190.456055), 4435 / 5749, 0.77.\n",
+      "Princess Caroline\n",
+      "got: Princess Caroline (641.223694), 4436 / 5749, 0.77.\n",
+      "Princess Diana\n",
+      "got: Princess Diana (816.504883), 4437 / 5749, 0.77.\n",
+      "Princess Elisabeth\n",
+      "got: Princess Elisabeth (449.629364), 4438 / 5749, 0.77.\n",
+      "Princess Hisako\n",
+      "got: Princess Hisako (242.162872), 4439 / 5749, 0.77.\n",
+      "Princess Masako\n",
+      "got: Princess Masako (482.591553), 4440 / 5749, 0.77.\n",
+      "Princess Maxima\n",
+      "got: Princess Maxima (635.981384), 4441 / 5749, 0.77.\n",
+      "Princess Stephanie\n",
+      "got: Princess Stephanie (645.06073), 4442 / 5749, 0.77.\n",
+      "Princess Victoria\n",
+      "got: Princess Victoria (854.755005), 4443 / 5749, 0.77.\n",
+      "Pringe Ernst August\n",
+      "got: Pringe Ernst August (), 4444 / 5749, 0.77.\n",
+      "Priscilla Owen\n",
+      "got: Priscilla Owen (386.335754), 4445 / 5749, 0.77.\n",
+      "Priscilla Presley\n",
+      "got: Priscilla Presley (647.154175), 4446 / 5749, 0.77.\n",
+      "Priyanka Chopra\n",
+      "got: Priyanka Chopra (848.897827), 4447 / 5749, 0.77.\n",
+      "Prospero Pichay\n",
+      "got: Prospero Pichay (358.101044), 4448 / 5749, 0.77.\n",
+      "Pupi Avati\n",
+      "got: Pupi Avati (477.169159), 4449 / 5749, 0.77.\n",
+      "Pyar Jung Thapa\n",
+      "got: Pyar Jung Thapa (312.566376), 4450 / 5749, 0.77.\n",
+      "Qais al-Kazali\n",
+      "got: Qais al-Kazali (), 4451 / 5749, 0.77.\n",
+      "Qazi Afzal\n",
+      "got: Qazi Afzal (), 4452 / 5749, 0.77.\n",
+      "Qazi Hussain Ahmed\n",
+      "got: Qazi Hussain Ahmed (249.217545), 4453 / 5749, 0.77.\n",
+      "Qian Qichen\n",
+      "got: Qian Qichen (394.543671), 4454 / 5749, 0.77.\n",
+      "Queen Beatrix\n",
+      "got: Queen Beatrix (919.041931), 4455 / 5749, 0.77.\n",
+      "Queen Elizabeth II\n",
+      "got: Queen Elizabeth II (4202.320801), 4456 / 5749, 0.78.\n",
+      "Queen Latifah\n",
+      "got: Queen Latifah (713.797913), 4457 / 5749, 0.78.\n",
+      "Queen Noor\n",
+      "got: Queen Noor (506.437988), 4458 / 5749, 0.78.\n",
+      "Queen Rania\n",
+      "got: Queen Rania (973.350464), 4459 / 5749, 0.78.\n",
+      "Queen Silvia\n",
+      "got: Queen Silvia (583.718567), 4460 / 5749, 0.78.\n",
+      "Queen Sofia\n",
+      "got: Queen Sofia (697.299438), 4461 / 5749, 0.78.\n",
+      "Quin Snyder\n",
+      "got: Quin Snyder (480.44162), 4462 / 5749, 0.78.\n",
+      "Quincy Jones\n",
+      "got: Quincy Jones (1201.107544), 4463 / 5749, 0.78.\n",
+      "Qusai Hussein\n",
+      "got: Qusai Hussein (61.721436), 4464 / 5749, 0.78.\n",
+      "Raaf Schefter\n",
+      "got: Raaf Schefter (), 4465 / 5749, 0.78.\n",
+      "Raag Singhal\n",
+      "got: Raag Singhal (), 4466 / 5749, 0.78.\n",
+      "Rachel Corrie\n",
+      "got: Rachel Corrie (450.404327), 4467 / 5749, 0.78.\n",
+      "Rachel Griffiths\n",
+      "got: Rachel Griffiths (556.915344), 4468 / 5749, 0.78.\n",
+      "Rachel Hunter\n",
+      "got: Rachel Hunter (604.390198), 4469 / 5749, 0.78.\n",
+      "Rachel Kempson\n",
+      "got: Rachel Kempson (404.564758), 4470 / 5749, 0.78.\n",
+      "Rachel Leigh Cook\n",
+      "got: Rachel Leigh Cook (358.624939), 4471 / 5749, 0.78.\n",
+      "Rachel Roy\n",
+      "got: Rachel Roy (468.234436), 4472 / 5749, 0.78.\n",
+      "Rachel Wadsworth\n",
+      "got: Rachel Wadsworth (), 4473 / 5749, 0.78.\n",
+      "Rachel Wheatley\n",
+      "got: Rachel Wheatley (1.745149), 4474 / 5749, 0.78.\n",
+      "Radovan Karadzic\n",
+      "got: Radovan Karadzic (642.377747), 4475 / 5749, 0.78.\n",
+      "Raf Vallone\n",
+      "got: Raf Vallone (456.465332), 4476 / 5749, 0.78.\n",
+      "Rafael Bielsa\n",
+      "got: Rafael Bielsa (360.392181), 4477 / 5749, 0.78.\n",
+      "Rafael Ramirez\n",
+      "got: Rafael Ramirez (410.155273), 4478 / 5749, 0.78.\n",
+      "Rafael Vinoly\n",
+      "got: Rafael Vinoly (499.073273), 4479 / 5749, 0.78.\n",
+      "Rafeeuddin Ahmed\n",
+      "got: Rafeeuddin Ahmed (215.193665), 4480 / 5749, 0.78.\n",
+      "Rafidah Aziz\n",
+      "got: Rafidah Aziz (444.792725), 4481 / 5749, 0.78.\n",
+      "Rafiq Hariri\n",
+      "got: Rafiq Hariri (323.03479), 4482 / 5749, 0.78.\n",
+      "Raghad Saddam Hussein\n",
+      "got: Raghad Saddam Hussein (481.96405), 4483 / 5749, 0.78.\n",
+      "Rahul Dravid\n",
+      "got: Rahul Dravid (632.478333), 4484 / 5749, 0.78.\n",
+      "Rainer Geulen\n",
+      "got: Rainer Geulen (), 4485 / 5749, 0.78.\n",
+      "Rainer Gut\n",
+      "got: Rainer Gut (31.126207), 4486 / 5749, 0.78.\n",
+      "Rainer Schuettler\n",
+      "got: Rainer Schuettler (230.17746), 4487 / 5749, 0.78.\n",
+      "Raja Ibrahim\n",
+      "got: Raja Ibrahim (120.463913), 4488 / 5749, 0.78.\n",
+      "Raja Qureshi\n",
+      "got: Raja Qureshi (), 4489 / 5749, 0.78.\n",
+      "Raja Ramani\n",
+      "got: Raja Ramani (28.669037), 4490 / 5749, 0.78.\n",
+      "Raja Zafar-ul-Haq\n",
+      "got: Raja Zafar-ul-Haq (683.490173), 4491 / 5749, 0.78.\n",
+      "Ralf Schumacher\n",
+      "got: Ralf Schumacher (598.425476), 4492 / 5749, 0.78.\n",
+      "Ralph Fiennes\n",
+      "got: Ralph Fiennes (735.863403), 4493 / 5749, 0.78.\n",
+      "Ralph Firman\n",
+      "got: Ralph Firman (447.830383), 4494 / 5749, 0.78.\n",
+      "Ralph Friedgen\n",
+      "got: Ralph Friedgen (439.612488), 4495 / 5749, 0.78.\n",
+      "Ralph Goodale\n",
+      "got: Ralph Goodale (504.017456), 4496 / 5749, 0.78.\n",
+      "Ralph Klein\n",
+      "got: Ralph Klein (438.985321), 4497 / 5749, 0.78.\n",
+      "Ralph Lauren\n",
+      "got: Ralph Lauren (1198.270264), 4498 / 5749, 0.78.\n",
+      "Ralph Nader\n",
+      "got: Ralph Nader (744.488098), 4499 / 5749, 0.78.\n",
+      "Ralph Sampson\n",
+      "got: Ralph Sampson (595.875671), 4500 / 5749, 0.78.\n",
+      "Ramiro Goben Reducindo\n",
+      "got: Ramiro Goben Reducindo (187.618591), 4501 / 5749, 0.78.\n",
+      "Ramon Cardenas\n",
+      "got: Ramon Cardenas (109.414543), 4502 / 5749, 0.78.\n",
+      "Ramon Delgado\n",
+      "got: Ramon Delgado (364.909698), 4503 / 5749, 0.78.\n",
+      "Ramon Ponce de Leon\n",
+      "got: Ramon Ponce de Leon (13.24218), 4504 / 5749, 0.78.\n",
+      "Ramon Santana\n",
+      "got: Ramon Santana (344.66568), 4505 / 5749, 0.78.\n",
+      "Ramona Rispton\n",
+      "got: Ramona Rispton (), 4506 / 5749, 0.78.\n",
+      "Rand Beers\n",
+      "got: Rand Beers (309.45401), 4507 / 5749, 0.78.\n",
+      "Rand Miller\n",
+      "got: Rand Miller (327.798279), 4508 / 5749, 0.78.\n",
+      "Randall Terry\n",
+      "got: Randall Terry (411.246552), 4509 / 5749, 0.78.\n",
+      "Randall Tobias\n",
+      "got: Randall Tobias (180.070221), 4510 / 5749, 0.78.\n",
+      "Randy Brown\n",
+      "got: Randy Brown (385.014313), 4511 / 5749, 0.78.\n",
+      "Randy Dryer\n",
+      "got: Randy Dryer (), 4512 / 5749, 0.78.\n",
+      "Randy Ferbey\n",
+      "got: Randy Ferbey (322.753357), 4513 / 5749, 0.79.\n",
+      "Randy Jackson\n",
+      "got: Randy Jackson (611.887024), 4514 / 5749, 0.79.\n",
+      "Randy Johnson\n",
+      "got: Randy Johnson (643.267517), 4515 / 5749, 0.79.\n",
+      "Randy Travis\n",
+      "got: Randy Travis (648.537903), 4516 / 5749, 0.79.\n",
+      "Rani Mukherjee\n",
+      "got: Rani Mukherjee (450.083923), 4517 / 5749, 0.79.\n",
+      "Ranil Wickremasinghe\n",
+      "got: Ranil Wickremasinghe (284.978729), 4518 / 5749, 0.79.\n",
+      "Raoul Ruiz\n",
+      "got: Raoul Ruiz (248.489853), 4519 / 5749, 0.79.\n",
+      "Raquel Welch\n",
+      "got: Raquel Welch (645.141052), 4520 / 5749, 0.79.\n",
+      "Rashid Qureshi\n",
+      "got: Rashid Qureshi (301.280334), 4521 / 5749, 0.79.\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "got: Ratna Sari Dewi Sukarno (742.007751), 4522 / 5749, 0.79.\n",
+      "Raul Castaneda\n",
+      "got: Raul Castaneda (291.598297), 4523 / 5749, 0.79.\n",
+      "Raul Chacon\n",
+      "got: Raul Chacon (10.936672), 4524 / 5749, 0.79.\n",
+      "Raul Cubas\n",
+      "got: Raul Cubas (329.167908), 4525 / 5749, 0.79.\n",
+      "Raul Gonzalez\n",
+      "got: Raul Gonzalez (966.688049), 4526 / 5749, 0.79.\n",
+      "Raul Ibanez\n",
+      "got: Raul Ibanez (462.157227), 4527 / 5749, 0.79.\n",
+      "Raul Mondesi\n",
+      "got: Raul Mondesi (476.756653), 4528 / 5749, 0.79.\n",
+      "Raul Rivero\n",
+      "got: Raul Rivero (337.139679), 4529 / 5749, 0.79.\n",
+      "Ravan AG Farhadi\n",
+      "got: Ravan AG Farhadi (), 4530 / 5749, 0.79.\n",
+      "Ray Allen\n",
+      "got: Ray Allen (668.469543), 4531 / 5749, 0.79.\n",
+      "Ray Bradbury\n",
+      "got: Ray Bradbury (747.938782), 4532 / 5749, 0.79.\n",
+      "Ray Evernham\n",
+      "got: Ray Evernham (413.463379), 4533 / 5749, 0.79.\n",
+      "Ray Halbritter\n",
+      "got: Ray Halbritter (147.596558), 4534 / 5749, 0.79.\n",
+      "Ray Lewis\n",
+      "got: Ray Lewis (677.3526), 4535 / 5749, 0.79.\n",
+      "Ray Liotta\n",
+      "got: Ray Liotta (674.438232), 4536 / 5749, 0.79.\n",
+      "Ray Lucas\n",
+      "got: Ray Lucas (378.853149), 4537 / 5749, 0.79.\n",
+      "Ray Morrough\n",
+      "got: Ray Morrough (), 4538 / 5749, 0.79.\n",
+      "Ray Nagin\n",
+      "got: Ray Nagin (545.084961), 4539 / 5749, 0.79.\n",
+      "Ray Price\n",
+      "got: Ray Price (556.571777), 4540 / 5749, 0.79.\n",
+      "Ray Romano\n",
+      "got: Ray Romano (630.239868), 4541 / 5749, 0.79.\n",
+      "Ray Sherman\n",
+      "got: Ray Sherman (338.672272), 4542 / 5749, 0.79.\n",
+      "Ray Wasden\n",
+      "got: Ray Wasden (), 4543 / 5749, 0.79.\n",
+      "Ray Young\n",
+      "got: Ray Young (288.868408), 4544 / 5749, 0.79.\n",
+      "Raymond Arthurs\n",
+      "got: Raymond Arthurs (), 4545 / 5749, 0.79.\n",
+      "Raymond Odierno\n",
+      "got: Raymond Odierno (341.334534), 4546 / 5749, 0.79.\n",
+      "Raza Rabbani\n",
+      "got: Raza Rabbani (406.321503), 4547 / 5749, 0.79.\n",
+      "Razali Ismail\n",
+      "<urlopen error [Errno 0] Error> Razali Ismail\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Razali Ismail (356.753815), 4548 / 5749, 0.79.\n",
+      "Rebecca Romijn-Stamos\n",
+      "got: Rebecca Romijn-Stamos (703.689941), 4549 / 5749, 0.79.\n",
+      "Rebekah Chantay Revels\n",
+      "got: Rebekah Chantay Revels (), 4550 / 5749, 0.79.\n",
+      "Recep Tayyip Erdogan\n",
+      "got: Recep Tayyip Erdogan (1332.147461), 4551 / 5749, 0.79.\n",
+      "Red Auerbach\n",
+      "got: Red Auerbach (695.883301), 4552 / 5749, 0.79.\n",
+      "Reese Witherspoon\n",
+      "got: Reese Witherspoon (760.635315), 4553 / 5749, 0.79.\n",
+      "Reggie Lewis\n",
+      "got: Reggie Lewis (521.318054), 4554 / 5749, 0.79.\n",
+      "Reggie Miller\n",
+      "got: Reggie Miller (636.91571), 4555 / 5749, 0.79.\n",
+      "Reggie Sanders\n",
+      "got: Reggie Sanders (389.814087), 4556 / 5749, 0.79.\n",
+      "Regina Ip\n",
+      "got: Regina Ip (448.798462), 4557 / 5749, 0.79.\n",
+      "Reginald Hudlin\n",
+      "got: Reginald Hudlin (419.734772), 4558 / 5749, 0.79.\n",
+      "Reina Hayes\n",
+      "got: Reina Hayes (), 4559 / 5749, 0.79.\n",
+      "Reinhard Buetikofer\n",
+      "got: Reinhard Buetikofer (168.384521), 4560 / 5749, 0.79.\n",
+      "Ren Qingjin\n",
+      "got: Ren Qingjin (), 4561 / 5749, 0.79.\n",
+      "Rena Sofer\n",
+      "got: Rena Sofer (517.932617), 4562 / 5749, 0.79.\n",
+      "Renato Soru\n",
+      "got: Renato Soru (372.638153), 4563 / 5749, 0.79.\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "got: Rene Antonio Leon Rodriguez (), 4564 / 5749, 0.79.\n",
+      "Rene Portland\n",
+      "got: Rene Portland (414.543427), 4565 / 5749, 0.79.\n",
+      "Renee Zellweger\n",
+      "got: Renee Zellweger (715.859985), 4566 / 5749, 0.79.\n",
+      "Retief Goosen\n",
+      "got: Retief Goosen (496.113251), 4567 / 5749, 0.79.\n",
+      "Rey Sanchez\n",
+      "got: Rey Sanchez (325.879669), 4568 / 5749, 0.79.\n",
+      "Reyyan Uzuner\n",
+      "got: Reyyan Uzuner (280.379608), 4569 / 5749, 0.79.\n",
+      "Rhett Warrener\n",
+      "got: Rhett Warrener (337.319977), 4570 / 5749, 0.79.\n",
+      "Rhina Villatoro\n",
+      "got: Rhina Villatoro (), 4571 / 5749, 0.80.\n",
+      "Ricardo Lagos\n",
+      "got: Ricardo Lagos (487.654724), 4572 / 5749, 0.80.\n",
+      "Ricardo Lopez Murphy\n",
+      "got: Ricardo Lopez Murphy (536.399231), 4573 / 5749, 0.80.\n",
+      "Ricardo Maduro\n",
+      "got: Ricardo Maduro (390.802734), 4574 / 5749, 0.80.\n",
+      "Ricardo Mayorga\n",
+      "got: Ricardo Mayorga (442.162842), 4575 / 5749, 0.80.\n",
+      "Ricardo Monasterio\n",
+      "got: Ricardo Monasterio (231.754807), 4576 / 5749, 0.80.\n",
+      "Ricardo Sanchez\n",
+      "got: Ricardo Sanchez (357.209595), 4577 / 5749, 0.80.\n",
+      "Riccardo Muti\n",
+      "got: Riccardo Muti (564.077942), 4578 / 5749, 0.80.\n",
+      "Rich Brooks\n",
+      "got: Rich Brooks (405.829041), 4579 / 5749, 0.80.\n",
+      "Rich Gannon\n",
+      "got: Rich Gannon (499.624786), 4580 / 5749, 0.80.\n",
+      "Richard Armitage\n",
+      "got: Richard Armitage (610.556396), 4581 / 5749, 0.80.\n",
+      "Richard Barry\n",
+      "got: Richard Barry (264.700775), 4582 / 5749, 0.80.\n",
+      "Richard Branson\n",
+      "got: Richard Branson (718.263123), 4583 / 5749, 0.80.\n",
+      "Richard Butler\n",
+      "got: Richard Butler (429.230194), 4584 / 5749, 0.80.\n",
+      "Richard Carl\n",
+      "got: Richard Carl (197.881363), 4585 / 5749, 0.80.\n",
+      "Richard Chamberlain\n",
+      "got: Richard Chamberlain (604.594604), 4586 / 5749, 0.80.\n",
+      "Richard Cohen\n",
+      "got: Richard Cohen (394.073517), 4587 / 5749, 0.80.\n",
+      "Richard Crenna\n",
+      "got: Richard Crenna (530.222107), 4588 / 5749, 0.80.\n",
+      "Richard Daley\n",
+      "got: Richard Daley (300.529419), 4589 / 5749, 0.80.\n",
+      "Richard Dreyfuss\n",
+      "got: Richard Dreyfuss (659.252625), 4590 / 5749, 0.80.\n",
+      "Richard Fine\n",
+      "got: Richard Fine (22.020689), 4591 / 5749, 0.80.\n",
+      "Richard Gephardt\n",
+      "got: Richard Gephardt (400.643188), 4592 / 5749, 0.80.\n",
+      "Richard Gere\n",
+      "got: Richard Gere (722.148132), 4593 / 5749, 0.80.\n",
+      "Richard Greenberg\n",
+      "got: Richard Greenberg (367.52301), 4594 / 5749, 0.80.\n",
+      "Richard Haass\n",
+      "got: Richard Haass (301.550751), 4595 / 5749, 0.80.\n",
+      "Richard Hamilton\n",
+      "got: Richard Hamilton (539.703064), 4596 / 5749, 0.80.\n",
+      "Richard Harris\n",
+      "got: Richard Harris (659.734619), 4597 / 5749, 0.80.\n",
+      "Richard Hellfant\n",
+      "got: Richard Hellfant (), 4598 / 5749, 0.80.\n",
+      "Richard Jefferson\n",
+      "got: Richard Jefferson (552.260376), 4599 / 5749, 0.80.\n",
+      "Richard Jewell\n",
+      "got: Richard Jewell (412.134125), 4600 / 5749, 0.80.\n",
+      "Richard Krajicek\n",
+      "got: Richard Krajicek (526.046875), 4601 / 5749, 0.80.\n",
+      "Richard Langille\n",
+      "got: Richard Langille (), 4602 / 5749, 0.80.\n",
+      "Richard Lennon\n",
+      "got: Richard Lennon (319.795959), 4603 / 5749, 0.80.\n",
+      "Richard Levin\n",
+      "got: Richard Levin (194.636581), 4604 / 5749, 0.80.\n",
+      "Richard Lugar\n",
+      "got: Richard Lugar (487.368286), 4605 / 5749, 0.80.\n",
+      "Richard Myers\n",
+      "got: Richard Myers (422.657257), 4606 / 5749, 0.80.\n",
+      "Richard Naughton\n",
+      "got: Richard Naughton (108.92585), 4607 / 5749, 0.80.\n",
+      "Richard Norton-Taylor\n",
+      "got: Richard Norton-Taylor (396.536835), 4608 / 5749, 0.80.\n",
+      "Richard Palmer\n",
+      "got: Richard Palmer (345.302673), 4609 / 5749, 0.80.\n",
+      "Richard Parsons\n",
+      "got: Richard Parsons (408.046783), 4610 / 5749, 0.80.\n",
+      "Richard Paul Evans\n",
+      "got: Richard Paul Evans (556.077942), 4611 / 5749, 0.80.\n",
+      "Richard Penniman\n",
+      "got: Richard Penniman (628.638733), 4612 / 5749, 0.80.\n",
+      "Richard Pennington\n",
+      "got: Richard Pennington (303.716736), 4613 / 5749, 0.80.\n",
+      "Richard Perle\n",
+      "got: Richard Perle (423.891357), 4614 / 5749, 0.80.\n",
+      "Richard Regenhard\n",
+      "got: Richard Regenhard (), 4615 / 5749, 0.80.\n",
+      "Richard Reid\n",
+      "got: Richard Reid (447.395752), 4616 / 5749, 0.80.\n",
+      "Richard Rodriguez\n",
+      "got: Richard Rodriguez (391.660095), 4617 / 5749, 0.80.\n",
+      "Richard Sambrook\n",
+      "got: Richard Sambrook (280.090118), 4618 / 5749, 0.80.\n",
+      "Richard Shelby\n",
+      "got: Richard Shelby (522.600037), 4619 / 5749, 0.80.\n",
+      "Richard Sterner\n",
+      "got: Richard Sterner (167.21553), 4620 / 5749, 0.80.\n",
+      "Richard Tubb\n",
+      "got: Richard Tubb (251.559189), 4621 / 5749, 0.80.\n",
+      "Richard Virenque\n",
+      "got: Richard Virenque (538.13855), 4622 / 5749, 0.80.\n",
+      "Richard Ward\n",
+      "got: Richard Ward (366.830444), 4623 / 5749, 0.80.\n",
+      "Richie Adubato\n",
+      "got: Richie Adubato (343.088501), 4624 / 5749, 0.80.\n",
+      "Rick Barnes\n",
+      "got: Rick Barnes (435.677765), 4625 / 5749, 0.80.\n",
+      "Rick Bland\n",
+      "got: Rick Bland (131.891891), 4626 / 5749, 0.80.\n",
+      "Rick Bragg\n",
+      "got: Rick Bragg (395.233704), 4627 / 5749, 0.80.\n",
+      "Rick Carlisle\n",
+      "got: Rick Carlisle (482.468353), 4628 / 5749, 0.81.\n",
+      "Rick Caruso\n",
+      "got: Rick Caruso (382.363525), 4629 / 5749, 0.81.\n",
+      "Rick Dinse\n",
+      "got: Rick Dinse (), 4630 / 5749, 0.81.\n",
+      "Rick Husband\n",
+      "got: Rick Husband (414.452271), 4631 / 5749, 0.81.\n",
+      "Rick Lu\n",
+      "got: Rick Lu (0.9667), 4632 / 5749, 0.81.\n",
+      "Rick Perry\n",
+      "got: Rick Perry (877.823181), 4633 / 5749, 0.81.\n",
+      "Rick Pitino\n",
+      "got: Rick Pitino (622.112854), 4634 / 5749, 0.81.\n",
+      "Rick Reed\n",
+      "got: Rick Reed (333.84375), 4635 / 5749, 0.81.\n",
+      "Rick Rickert\n",
+      "got: Rick Rickert (350.377594), 4636 / 5749, 0.81.\n",
+      "Rick Romley\n",
+      "got: Rick Romley (278.770569), 4637 / 5749, 0.81.\n",
+      "Rick Santorum\n",
+      "got: Rick Santorum (780.360291), 4638 / 5749, 0.81.\n",
+      "Rick Stansbury\n",
+      "got: Rick Stansbury (384.295593), 4639 / 5749, 0.81.\n",
+      "Rick Wagoner\n",
+      "got: Rick Wagoner (180.20433), 4640 / 5749, 0.81.\n",
+      "Ricky Barnes\n",
+      "got: Ricky Barnes (415.599152), 4641 / 5749, 0.81.\n",
+      "Ricky Cottrill\n",
+      "got: Ricky Cottrill (), 4642 / 5749, 0.81.\n",
+      "Ricky Martin\n",
+      "got: Ricky Martin (890.823914), 4643 / 5749, 0.81.\n",
+      "Ricky Ponting\n",
+      "got: Ricky Ponting (611.682495), 4644 / 5749, 0.81.\n",
+      "Ricky Quick\n",
+      "got: Ricky Quick (), 4645 / 5749, 0.81.\n",
+      "Ricky Ray\n",
+      "got: Ricky Ray (548.508301), 4646 / 5749, 0.81.\n",
+      "Ridley Scott\n",
+      "got: Ridley Scott (926.324341), 4647 / 5749, 0.81.\n",
+      "Riek Blanjaar\n",
+      "got: Riek Blanjaar (), 4648 / 5749, 0.81.\n",
+      "Rien Long\n",
+      "got: Rien Long (319.017822), 4649 / 5749, 0.81.\n",
+      "Rina Lazo\n",
+      "got: Rina Lazo (363.838379), 4650 / 5749, 0.81.\n",
+      "Ringo Starr\n",
+      "got: Ringo Starr (954.645996), 4651 / 5749, 0.81.\n",
+      "Rio Ferdinand\n",
+      "got: Rio Ferdinand (637.411682), 4652 / 5749, 0.81.\n",
+      "Rita Grande\n",
+      "got: Rita Grande (375.20755), 4653 / 5749, 0.81.\n",
+      "Rita Moreno\n",
+      "got: Rita Moreno (678.286865), 4654 / 5749, 0.81.\n",
+      "Rita Wilson\n",
+      "got: Rita Wilson (595.996765), 4655 / 5749, 0.81.\n",
+      "Rob Lowe\n",
+      "got: Rob Lowe (687.330017), 4656 / 5749, 0.81.\n",
+      "Rob Marshall\n",
+      "got: Rob Marshall (468.490906), 4657 / 5749, 0.81.\n",
+      "Rob Moore\n",
+      "got: Rob Moore (375.10022), 4658 / 5749, 0.81.\n",
+      "Rob Morrow\n",
+      "got: Rob Morrow (482.438354), 4659 / 5749, 0.81.\n",
+      "Rob Niedermayer\n",
+      "got: Rob Niedermayer (380.077179), 4660 / 5749, 0.81.\n",
+      "Rob Ramsay\n",
+      "got: Rob Ramsay (353.988251), 4661 / 5749, 0.81.\n",
+      "Rob Schneider\n",
+      "got: Rob Schneider (635.075867), 4662 / 5749, 0.81.\n",
+      "Robbie Coltrane\n",
+      "got: Robbie Coltrane (617.255554), 4663 / 5749, 0.81.\n",
+      "Robbie Fowler\n",
+      "got: Robbie Fowler (566.148132), 4664 / 5749, 0.81.\n",
+      "Robbie Mc Ewen\n",
+      "got: Robbie Mc Ewen (), 4665 / 5749, 0.81.\n",
+      "Robbie Naish\n",
+      "got: Robbie Naish (), 4666 / 5749, 0.81.\n",
+      "Robbie Williams\n",
+      "got: Robbie Williams (801.413696), 4667 / 5749, 0.81.\n",
+      "Robby Ginepri\n",
+      "got: Robby Ginepri (436.903564), 4668 / 5749, 0.81.\n",
+      "Robert Altman\n",
+      "got: Robert Altman (591.516235), 4669 / 5749, 0.81.\n",
+      "Robert Beck\n",
+      "got: Robert Beck (363.243866), 4670 / 5749, 0.81.\n",
+      "Robert Blackwill\n",
+      "got: Robert Blackwill (356.885071), 4671 / 5749, 0.81.\n",
+      "Robert Blake\n",
+      "got: Robert Blake (604.652283), 4672 / 5749, 0.81.\n",
+      "Robert Bonner\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Robert Bonner (211.312775), 4673 / 5749, 0.81.\n",
+      "Robert Bullock\n",
+      "got: Robert Bullock (260.126221), 4674 / 5749, 0.81.\n",
+      "Robert DeFraites\n",
+      "got: Robert DeFraites (), 4675 / 5749, 0.81.\n",
+      "Robert De Niro\n",
+      "got: Robert De Niro (1342.595947), 4676 / 5749, 0.81.\n",
+      "Robert Douglas\n",
+      "got: Robert Douglas (473.87912), 4677 / 5749, 0.81.\n",
+      "Robert Downey Jr\n",
+      "got: Robert Downey Jr (1237.587524), 4678 / 5749, 0.81.\n",
+      "Robert Durst\n",
+      "got: Robert Durst (531.362), 4679 / 5749, 0.81.\n",
+      "Robert Duvall\n",
+      "got: Robert Duvall (691.510925), 4680 / 5749, 0.81.\n",
+      "Robert Ehrlich\n",
+      "got: Robert Ehrlich (431.413116), 4681 / 5749, 0.81.\n",
+      "Robert Evans\n",
+      "got: Robert Evans (509.694794), 4682 / 5749, 0.81.\n",
+      "Robert F Kennedy Jr\n",
+      "got: Robert F Kennedy Jr (1402.81311), 4683 / 5749, 0.81.\n",
+      "Robert Fico\n",
+      "got: Robert Fico (493.217651), 4684 / 5749, 0.81.\n",
+      "Robert Flodquist\n",
+      "got: Robert Flodquist (), 4685 / 5749, 0.81.\n",
+      "Robert Gallo\n",
+      "got: Robert Gallo (483.834442), 4686 / 5749, 0.82.\n",
+      "Robert Gordon Card\n",
+      "got: Robert Gordon Card (169.299744), 4687 / 5749, 0.82.\n",
+      "Robert Hanssen\n",
+      "got: Robert Hanssen (503.715546), 4688 / 5749, 0.82.\n",
+      "Robert Horan\n",
+      "got: Robert Horan (261.033203), 4689 / 5749, 0.82.\n",
+      "Robert Hyatt\n",
+      "got: Robert Hyatt (272.023895), 4690 / 5749, 0.82.\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "got: Robert Kipkoech Cheruiyot (444.49231), 4691 / 5749, 0.82.\n",
+      "Robert Kocharian\n",
+      "got: Robert Kocharian (282.452667), 4692 / 5749, 0.82.\n",
+      "Robert Korzeniowski\n",
+      "got: Robert Korzeniowski (504.653839), 4693 / 5749, 0.82.\n",
+      "Robert Lange\n",
+      "got: Robert Lange (321.104401), 4694 / 5749, 0.82.\n",
+      "Robert Lee Yates Jr\n",
+      "got: Robert Lee Yates Jr (381.643951), 4695 / 5749, 0.82.\n",
+      "Robert Marshall\n",
+      "got: Robert Marshall (386.93985), 4696 / 5749, 0.82.\n",
+      "Robert McKee\n",
+      "got: Robert McKee (448.974518), 4697 / 5749, 0.82.\n",
+      "Robert Morvillo\n",
+      "got: Robert Morvillo (), 4698 / 5749, 0.82.\n",
+      "Robert Mueller\n",
+      "got: Robert Mueller (778.014709), 4699 / 5749, 0.82.\n",
+      "Robert Mugabe\n",
+      "got: Robert Mugabe (812.75531), 4700 / 5749, 0.82.\n",
+      "Robert Nardelli\n",
+      "got: Robert Nardelli (366.859955), 4701 / 5749, 0.82.\n",
+      "Robert Nillson\n",
+      "got: Robert Nillson (), 4702 / 5749, 0.82.\n",
+      "Robert Pollack\n",
+      "got: Robert Pollack (317.616913), 4703 / 5749, 0.82.\n",
+      "Robert Redford\n",
+      "got: Robert Redford (766.289673), 4704 / 5749, 0.82.\n",
+      "Robert Schuller\n",
+      "got: Robert Schuller (440.382446), 4705 / 5749, 0.82.\n",
+      "Robert Stack\n",
+      "got: Robert Stack (521.17334), 4706 / 5749, 0.82.\n",
+      "Robert Torricelli\n",
+      "got: Robert Torricelli (376.063599), 4707 / 5749, 0.82.\n",
+      "Robert Towne\n",
+      "got: Robert Towne (463.452454), 4708 / 5749, 0.82.\n",
+      "Robert Tyrrell\n",
+      "got: Robert Tyrrell (162.080017), 4709 / 5749, 0.82.\n",
+      "Robert Vowler\n",
+      "got: Robert Vowler (1.845272), 4710 / 5749, 0.82.\n",
+      "Robert Wagner\n",
+      "got: Robert Wagner (625.178467), 4711 / 5749, 0.82.\n",
+      "Robert Weitzel\n",
+      "got: Robert Weitzel (136.332611), 4712 / 5749, 0.82.\n",
+      "Robert Wiener\n",
+      "got: Robert Wiener (256.935577), 4713 / 5749, 0.82.\n",
+      "Robert Witt\n",
+      "got: Robert Witt (309.462799), 4714 / 5749, 0.82.\n",
+      "Robert Woody Johnson\n",
+      "got: Robert Woody Johnson (370.724243), 4715 / 5749, 0.82.\n",
+      "Robert Zoellick\n",
+      "got: Robert Zoellick (417.876831), 4716 / 5749, 0.82.\n",
+      "Roberta Combs\n",
+      "got: Roberta Combs (3.686546), 4717 / 5749, 0.82.\n",
+      "Roberto Arguelles\n",
+      "got: Roberto Arguelles (114.410652), 4718 / 5749, 0.82.\n",
+      "Roberto Benigni\n",
+      "got: Roberto Benigni (646.685852), 4719 / 5749, 0.82.\n",
+      "Roberto Canessa\n",
+      "got: Roberto Canessa (392.321747), 4720 / 5749, 0.82.\n",
+      "Roberto Carlos\n",
+      "got: Roberto Carlos (711.243591), 4721 / 5749, 0.82.\n",
+      "Roberto Cavalli\n",
+      "got: Roberto Cavalli (571.386414), 4722 / 5749, 0.82.\n",
+      "Roberto Cercelletta\n",
+      "got: Roberto Cercelletta (), 4723 / 5749, 0.82.\n",
+      "Roberto Guaterroma\n",
+      "got: Roberto Guaterroma (), 4724 / 5749, 0.82.\n",
+      "Roberto Laratro\n",
+      "got: Roberto Laratro (), 4725 / 5749, 0.82.\n",
+      "Roberto Lavagna\n",
+      "got: Roberto Lavagna (435.424469), 4726 / 5749, 0.82.\n",
+      "Roberto Marinho\n",
+      "got: Roberto Marinho (561.213196), 4727 / 5749, 0.82.\n",
+      "Roberto Robaina\n",
+      "got: Roberto Robaina (383.605957), 4728 / 5749, 0.82.\n",
+      "Roberto Tovar\n",
+      "got: Roberto Tovar (208.082321), 4729 / 5749, 0.82.\n",
+      "Robin Cook\n",
+      "got: Robin Cook (614.62677), 4730 / 5749, 0.82.\n",
+      "Robin Johansen\n",
+      "got: Robin Johansen (27.761692), 4731 / 5749, 0.82.\n",
+      "Robin McGraw\n",
+      "got: Robin McGraw (329.619202), 4732 / 5749, 0.82.\n",
+      "Robin McLaurin Williams\n",
+      "got: Robin McLaurin Williams (796.19165), 4733 / 5749, 0.82.\n",
+      "Robin Tunney\n",
+      "got: Robin Tunney (588.851562), 4734 / 5749, 0.82.\n",
+      "Robin Wagner\n",
+      "got: Robin Wagner (355.365204), 4735 / 5749, 0.82.\n",
+      "Robin Williams\n",
+      "got: Robin Williams (815.576355), 4736 / 5749, 0.82.\n",
+      "Robin Wright Penn\n",
+      "got: Robin Wright Penn (747.060974), 4737 / 5749, 0.82.\n",
+      "Robinson Stevenin\n",
+      "got: Robinson Stevenin (435.988098), 4738 / 5749, 0.82.\n",
+      "Rocco Buttiglione\n",
+      "got: Rocco Buttiglione (407.113922), 4739 / 5749, 0.82.\n",
+      "Rod Blagojevich\n",
+      "got: Rod Blagojevich (595.823853), 4740 / 5749, 0.82.\n",
+      "Rod Bryden\n",
+      "got: Rod Bryden (272.329437), 4741 / 5749, 0.82.\n",
+      "Rod Jong-il\n",
+      "got: Rod Jong-il (), 4742 / 5749, 0.82.\n",
+      "Rod Paige\n",
+      "got: Rod Paige (359.644592), 4743 / 5749, 0.83.\n",
+      "Rod Stewart\n",
+      "got: Rod Stewart (981.375977), 4744 / 5749, 0.83.\n",
+      "Rod Thorn\n",
+      "got: Rod Thorn (449.475677), 4745 / 5749, 0.83.\n",
+      "Rodney Dangerfield\n",
+      "got: Rodney Dangerfield (616.983948), 4746 / 5749, 0.83.\n",
+      "Rodney Rempt\n",
+      "got: Rodney Rempt (98.086731), 4747 / 5749, 0.83.\n",
+      "Rodolfo Abalos\n",
+      "got: Rodolfo Abalos (), 4748 / 5749, 0.83.\n",
+      "Rodrigo Borja\n",
+      "got: Rodrigo Borja (361.388519), 4749 / 5749, 0.83.\n",
+      "Rodrigo Rato\n",
+      "got: Rodrigo Rato (431.728119), 4750 / 5749, 0.83.\n",
+      "Rodrigo de la Cerna\n",
+      "got: Rodrigo de la Cerna (), 4751 / 5749, 0.83.\n",
+      "Roel Campos\n",
+      "got: Roel Campos (280.921021), 4752 / 5749, 0.83.\n",
+      "Rogelio Montemayor\n",
+      "got: Rogelio Montemayor (249.539383), 4753 / 5749, 0.83.\n",
+      "Rogelio Ramos\n",
+      "got: Rogelio Ramos (243.262726), 4754 / 5749, 0.83.\n",
+      "Roger Clemens\n",
+      "got: Roger Clemens (647.086914), 4755 / 5749, 0.83.\n",
+      "Roger Cook\n",
+      "got: Roger Cook (357.522003), 4756 / 5749, 0.83.\n",
+      "Roger Corbett\n",
+      "got: Roger Corbett (174.261139), 4757 / 5749, 0.83.\n",
+      "Roger Daltrey\n",
+      "got: Roger Daltrey (619.514282), 4758 / 5749, 0.83.\n",
+      "Roger Etchegaray\n",
+      "got: Roger Etchegaray (400.673615), 4759 / 5749, 0.83.\n",
+      "Roger Federer\n",
+      "got: Roger Federer (985.681458), 4760 / 5749, 0.83.\n",
+      "Roger Grimes\n",
+      "got: Roger Grimes (289.798157), 4761 / 5749, 0.83.\n",
+      "Roger King\n",
+      "got: Roger King (425.491455), 4762 / 5749, 0.83.\n",
+      "Roger Lyons\n",
+      "got: Roger Lyons (254.279663), 4763 / 5749, 0.83.\n",
+      "Roger Machado\n",
+      "got: Roger Machado (425.575714), 4764 / 5749, 0.83.\n",
+      "Roger Mahony\n",
+      "got: Roger Mahony (498.637512), 4765 / 5749, 0.83.\n",
+      "Roger Moore\n",
+      "got: Roger Moore (684.291626), 4766 / 5749, 0.83.\n",
+      "Roger Penske\n",
+      "got: Roger Penske (698.68103), 4767 / 5749, 0.83.\n",
+      "Roger Staubach\n",
+      "got: Roger Staubach (621.132996), 4768 / 5749, 0.83.\n",
+      "Roger Suarez\n",
+      "got: Roger Suarez (321.417175), 4769 / 5749, 0.83.\n",
+      "Roger Toussaint\n",
+      "got: Roger Toussaint (278.170837), 4770 / 5749, 0.83.\n",
+      "Roger Winter\n",
+      "got: Roger Winter (136.332611), 4771 / 5749, 0.83.\n",
+      "Rogerio Romero\n",
+      "got: Rogerio Romero (284.145416), 4772 / 5749, 0.83.\n",
+      "Roh Moo-hyun\n",
+      "got: Roh Moo-hyun (820.503845), 4773 / 5749, 0.83.\n",
+      "Rohinton Mistry\n",
+      "got: Rohinton Mistry (443.621338), 4774 / 5749, 0.83.\n",
+      "Rohman al-Ghozi\n",
+      "got: Rohman al-Ghozi (), 4775 / 5749, 0.83.\n",
+      "Roland Koch\n",
+      "got: Roland Koch (421.923798), 4776 / 5749, 0.83.\n",
+      "Rolandas Paksas\n",
+      "got: Rolandas Paksas (411.561859), 4777 / 5749, 0.83.\n",
+      "Rolf Eckrodt\n",
+      "got: Rolf Eckrodt (243.908813), 4778 / 5749, 0.83.\n",
+      "Rolf Zimmermann\n",
+      "got: Rolf Zimmermann (158.447464), 4779 / 5749, 0.83.\n",
+      "Rollie Massimino\n",
+      "got: Rollie Massimino (394.324066), 4780 / 5749, 0.83.\n",
+      "Romain Duris\n",
+      "got: Romain Duris (517.300049), 4781 / 5749, 0.83.\n",
+      "Roman Abramovich\n",
+      "got: Roman Abramovich (616.419983), 4782 / 5749, 0.83.\n",
+      "Roman Coppola\n",
+      "got: Roman Coppola (461.765686), 4783 / 5749, 0.83.\n",
+      "Roman Polanski\n",
+      "got: Roman Polanski (821.103882), 4784 / 5749, 0.83.\n",
+      "Roman Tam\n",
+      "got: Roman Tam (453.10907), 4785 / 5749, 0.83.\n",
+      "Romano Prodi\n",
+      "got: Romano Prodi (538.882324), 4786 / 5749, 0.83.\n",
+      "Romario Farias\n",
+      "got: Romario Farias (27.134207), 4787 / 5749, 0.83.\n",
+      "Romeo Gigli\n",
+      "got: Romeo Gigli (370.049438), 4788 / 5749, 0.83.\n",
+      "Ron Dittemore\n",
+      "got: Ron Dittemore (245.49501), 4789 / 5749, 0.83.\n",
+      "Ron Gonzales\n",
+      "got: Ron Gonzales (308.390839), 4790 / 5749, 0.83.\n",
+      "Ron Howard\n",
+      "got: Ron Howard (709.692322), 4791 / 5749, 0.83.\n",
+      "Ron Kirk\n",
+      "got: Ron Kirk (401.244324), 4792 / 5749, 0.83.\n",
+      "Ron Lantz\n",
+      "got: Ron Lantz (66.427727), 4793 / 5749, 0.83.\n",
+      "Ron Zook\n",
+      "got: Ron Zook (418.345001), 4794 / 5749, 0.83.\n",
+      "Ronald Brower\n",
+      "got: Ronald Brower (12.244979), 4795 / 5749, 0.83.\n",
+      "Ronald Harwood\n",
+      "got: Ronald Harwood (415.045502), 4796 / 5749, 0.83.\n",
+      "Ronald Ito\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Ronald Ito (0.786927), 4797 / 5749, 0.83.\n",
+      "Ronald Kadish\n",
+      "got: Ronald Kadish (34.628979), 4798 / 5749, 0.83.\n",
+      "Ronald Kessler\n",
+      "got: Ronald Kessler (369.560638), 4799 / 5749, 0.83.\n",
+      "Ronald Perelman\n",
+      "got: Ronald Perelman (469.510101), 4800 / 5749, 0.83.\n",
+      "Ronald Post\n",
+      "got: Ronald Post (9.055779), 4801 / 5749, 0.84.\n",
+      "Ronald Reagan\n",
+      "got: Ronald Reagan (1610.050415), 4802 / 5749, 0.84.\n",
+      "Ronald White\n",
+      "got: Ronald White (384.524567), 4803 / 5749, 0.84.\n",
+      "Ronald Young Jr\n",
+      "got: Ronald Young Jr (218.535538), 4804 / 5749, 0.84.\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "got: Ronaldo Luis Nazario de Lima (2162.230957), 4805 / 5749, 0.84.\n",
+      "Ronde Barber\n",
+      "got: Ronde Barber (493.567139), 4806 / 5749, 0.84.\n",
+      "Ronnie Jagday\n",
+      "got: Ronnie Jagday (266.487274), 4807 / 5749, 0.84.\n",
+      "Ronnie Musgrove\n",
+      "got: Ronnie Musgrove (340.85965), 4808 / 5749, 0.84.\n",
+      "Rosa Haywa de Condori\n",
+      "got: Rosa Haywa de Condori (), 4809 / 5749, 0.84.\n",
+      "Rosalie Perkov\n",
+      "got: Rosalie Perkov (), 4810 / 5749, 0.84.\n",
+      "Rosalyn Carter\n",
+      "got: Rosalyn Carter (293.301666), 4811 / 5749, 0.84.\n",
+      "Rosario Dawson\n",
+      "got: Rosario Dawson (677.561218), 4812 / 5749, 0.84.\n",
+      "Rose Linkins\n",
+      "got: Rose Linkins (), 4813 / 5749, 0.84.\n",
+      "Rose Marie\n",
+      "got: Rose Marie (508.96756), 4814 / 5749, 0.84.\n",
+      "Roseanne Barr\n",
+      "got: Roseanne Barr (694.895325), 4815 / 5749, 0.84.\n",
+      "Rosemarie Stack\n",
+      "got: Rosemarie Stack (376.110535), 4816 / 5749, 0.84.\n",
+      "Rosie Perez\n",
+      "got: Rosie Perez (592.627197), 4817 / 5749, 0.84.\n",
+      "Rosny Desroches\n",
+      "got: Rosny Desroches (), 4818 / 5749, 0.84.\n",
+      "Ross Verba\n",
+      "got: Ross Verba (339.122925), 4819 / 5749, 0.84.\n",
+      "Rowan Williams\n",
+      "got: Rowan Williams (862.439819), 4820 / 5749, 0.84.\n",
+      "Roy Blunt\n",
+      "got: Roy Blunt (596.531982), 4821 / 5749, 0.84.\n",
+      "Roy Chaderton\n",
+      "got: Roy Chaderton (337.086914), 4822 / 5749, 0.84.\n",
+      "Roy Halladay\n",
+      "got: Roy Halladay (622.761963), 4823 / 5749, 0.84.\n",
+      "Roy Jones Jr\n",
+      "got: Roy Jones Jr (1033.464355), 4824 / 5749, 0.84.\n",
+      "Roy Moore\n",
+      "got: Roy Moore (703.594482), 4825 / 5749, 0.84.\n",
+      "Roy Rogers\n",
+      "got: Roy Rogers (606.352234), 4826 / 5749, 0.84.\n",
+      "Roy Romanow\n",
+      "got: Roy Romanow (376.077667), 4827 / 5749, 0.84.\n",
+      "Roy Williams\n",
+      "got: Roy Williams (623.769165), 4828 / 5749, 0.84.\n",
+      "Ruano Pascual\n",
+      "got: Ruano Pascual (464.571808), 4829 / 5749, 0.84.\n",
+      "Ruben Sierra\n",
+      "got: Ruben Sierra (464.213013), 4830 / 5749, 0.84.\n",
+      "Ruben Studdard\n",
+      "got: Ruben Studdard (591.231995), 4831 / 5749, 0.84.\n",
+      "Ruben Wolkowyski\n",
+      "got: Ruben Wolkowyski (397.349701), 4832 / 5749, 0.84.\n",
+      "Rubens Barrichello\n",
+      "got: Rubens Barrichello (601.520325), 4833 / 5749, 0.84.\n",
+      "Rudi Voeller\n",
+      "got: Rudi Voeller (342.187347), 4834 / 5749, 0.84.\n",
+      "Rudolf Schuster\n",
+      "got: Rudolf Schuster (389.823883), 4835 / 5749, 0.84.\n",
+      "Rudolph Giuliani\n",
+      "got: Rudolph Giuliani (448.340088), 4836 / 5749, 0.84.\n",
+      "Rudolph Holton\n",
+      "got: Rudolph Holton (), 4837 / 5749, 0.84.\n",
+      "Rudy Tomjanovich\n",
+      "got: Rudy Tomjanovich (484.353333), 4838 / 5749, 0.84.\n",
+      "Rulon Gardner\n",
+      "got: Rulon Gardner (461.263794), 4839 / 5749, 0.84.\n",
+      "Rupert Grint\n",
+      "got: Rupert Grint (645.202332), 4840 / 5749, 0.84.\n",
+      "Rupert Murdoch\n",
+      "got: Rupert Murdoch (720.44696), 4841 / 5749, 0.84.\n",
+      "Russ Ortiz\n",
+      "got: Russ Ortiz (376.177063), 4842 / 5749, 0.84.\n",
+      "Russell Coutts\n",
+      "got: Russell Coutts (425.201355), 4843 / 5749, 0.84.\n",
+      "Russell Crowe\n",
+      "got: Russell Crowe (724.500061), 4844 / 5749, 0.84.\n",
+      "Russell Simmons\n",
+      "got: Russell Simmons (649.246399), 4845 / 5749, 0.84.\n",
+      "Rustu Recber\n",
+      "got: Rustu Recber (530.648193), 4846 / 5749, 0.84.\n",
+      "Ruth Bader Ginsburg\n",
+      "got: Ruth Bader Ginsburg (1094.145874), 4847 / 5749, 0.84.\n",
+      "Ruth Christofferson\n",
+      "got: Ruth Christofferson (), 4848 / 5749, 0.84.\n",
+      "Ruth Dreifuss\n",
+      "got: Ruth Dreifuss (407.179413), 4849 / 5749, 0.84.\n",
+      "Ruth Harlow\n",
+      "got: Ruth Harlow (20.520994), 4850 / 5749, 0.84.\n",
+      "Ruth Pearce\n",
+      "got: Ruth Pearce (219.291565), 4851 / 5749, 0.84.\n",
+      "Ruth Stubbs\n",
+      "got: Ruth Stubbs (135.194824), 4852 / 5749, 0.84.\n",
+      "Ryan Drese\n",
+      "got: Ryan Drese (326.635559), 4853 / 5749, 0.84.\n",
+      "Ryan Goodman\n",
+      "got: Ryan Goodman (317.024384), 4854 / 5749, 0.84.\n",
+      "Ryan Leaf\n",
+      "got: Ryan Leaf (532.871277), 4855 / 5749, 0.84.\n",
+      "Ryan Newman\n",
+      "got: Ryan Newman (619.24176), 4856 / 5749, 0.84.\n",
+      "Ryan Nyquist\n",
+      "got: Ryan Nyquist (376.186951), 4857 / 5749, 0.84.\n",
+      "SJ Twu\n",
+      "got: SJ Twu (), 4858 / 5749, 0.85.\n",
+      "S Jayakumar\n",
+      "got: S Jayakumar (463.335175), 4859 / 5749, 0.85.\n",
+      "Saadi Gadhafi\n",
+      "got: Saadi Gadhafi (), 4860 / 5749, 0.85.\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "got: Sabah Al-Ahmad Al-Jaber Al-Sabah (1846.241699), 4861 / 5749, 0.85.\n",
+      "Saburo Kawabuchi\n",
+      "got: Saburo Kawabuchi (478.071503), 4862 / 5749, 0.85.\n",
+      "Sachiko Yamada\n",
+      "got: Sachiko Yamada (338.953583), 4863 / 5749, 0.85.\n",
+      "Sachin Tendulkar\n",
+      "got: Sachin Tendulkar (859.247253), 4864 / 5749, 0.85.\n",
+      "Sada Jacobson\n",
+      "got: Sada Jacobson (306.451599), 4865 / 5749, 0.85.\n",
+      "Sadam Hassan\n",
+      "got: Sadam Hassan (), 4866 / 5749, 0.85.\n",
+      "Saddam Hussein\n",
+      "got: Saddam Hussein (808.924255), 4867 / 5749, 0.85.\n",
+      "Sadie Frost\n",
+      "got: Sadie Frost (504.289398), 4868 / 5749, 0.85.\n",
+      "Saeb Erekat\n",
+      "got: Saeb Erekat (410.263092), 4869 / 5749, 0.85.\n",
+      "Saeed Anwar\n",
+      "got: Saeed Anwar (499.825012), 4870 / 5749, 0.85.\n",
+      "Saeed Mortazavi\n",
+      "got: Saeed Mortazavi (398.089264), 4871 / 5749, 0.85.\n",
+      "Sahim Alwan\n",
+      "got: Sahim Alwan (240.986801), 4872 / 5749, 0.85.\n",
+      "Saied Hadi al Mudarissi\n",
+      "got: Saied Hadi al Mudarissi (), 4873 / 5749, 0.85.\n",
+      "Sally Clark\n",
+      "got: Sally Clark (372.609253), 4874 / 5749, 0.85.\n",
+      "Sally Field\n",
+      "got: Sally Field (722.870056), 4875 / 5749, 0.85.\n",
+      "Sally Kirkland\n",
+      "got: Sally Kirkland (487.377838), 4876 / 5749, 0.85.\n",
+      "Sally Ride\n",
+      "got: Sally Ride (626.14856), 4877 / 5749, 0.85.\n",
+      "Salma Hayek\n",
+      "got: Salma Hayek (760.894104), 4878 / 5749, 0.85.\n",
+      "Salman Khan\n",
+      "got: Salman Khan (925.3125), 4879 / 5749, 0.85.\n",
+      "Salman Rushdie\n",
+      "got: Salman Rushdie (669.708191), 4880 / 5749, 0.85.\n",
+      "Sam Bith\n",
+      "got: Sam Bith (196.240417), 4881 / 5749, 0.85.\n",
+      "Sam Brownback\n",
+      "got: Sam Brownback (638.289734), 4882 / 5749, 0.85.\n",
+      "Sam Gerald\n",
+      "got: Sam Gerald (43.895874), 4883 / 5749, 0.85.\n",
+      "Sam Mendes\n",
+      "got: Sam Mendes (633.238586), 4884 / 5749, 0.85.\n",
+      "Sam Rockwell\n",
+      "got: Sam Rockwell (636.245178), 4885 / 5749, 0.85.\n",
+      "Sam Torrance\n",
+      "got: Sam Torrance (448.281708), 4886 / 5749, 0.85.\n",
+      "Saman Shali\n",
+      "got: Saman Shali (), 4887 / 5749, 0.85.\n",
+      "Samantha Daniels\n",
+      "got: Samantha Daniels (297.729797), 4888 / 5749, 0.85.\n",
+      "Samantha Ledster\n",
+      "got: Samantha Ledster (), 4889 / 5749, 0.85.\n",
+      "Sami Al-Arian\n",
+      "got: Sami Al-Arian (467.674011), 4890 / 5749, 0.85.\n",
+      "Samira Makhmalbaf\n",
+      "got: Samira Makhmalbaf (409.466156), 4891 / 5749, 0.85.\n",
+      "Sammy Knight\n",
+      "got: Sammy Knight (327.01712), 4892 / 5749, 0.85.\n",
+      "Sammy Sosa\n",
+      "got: Sammy Sosa (703.715454), 4893 / 5749, 0.85.\n",
+      "Samuel Waksal\n",
+      "got: Samuel Waksal (145.370178), 4894 / 5749, 0.85.\n",
+      "San Lan\n",
+      "got: San Lan (14.161667), 4895 / 5749, 0.85.\n",
+      "Sananda Maitreya\n",
+      "got: Sananda Maitreya (565.202576), 4896 / 5749, 0.85.\n",
+      "Sandra Banning\n",
+      "got: Sandra Banning (), 4897 / 5749, 0.85.\n",
+      "Sandra Bullock\n",
+      "got: Sandra Bullock (789.892517), 4898 / 5749, 0.85.\n",
+      "Sandra Ceccarelli\n",
+      "got: Sandra Ceccarelli (386.681488), 4899 / 5749, 0.85.\n",
+      "Sandra Day OConner\n",
+      "got: Sandra Day OConner (), 4900 / 5749, 0.85.\n",
+      "Sandra Milo\n",
+      "got: Sandra Milo (472.653351), 4901 / 5749, 0.85.\n",
+      "Sandra Shamas\n",
+      "got: Sandra Shamas (295.270813), 4902 / 5749, 0.85.\n",
+      "Sandy Smith\n",
+      "got: Sandy Smith (285.881348), 4903 / 5749, 0.85.\n",
+      "Sandy Wise\n",
+      "got: Sandy Wise (81.574661), 4904 / 5749, 0.85.\n",
+      "Sanja Papic\n",
+      "got: Sanja Papic (435.815491), 4905 / 5749, 0.85.\n",
+      "Sanjay Chawla\n",
+      "got: Sanjay Chawla (140.123856), 4906 / 5749, 0.85.\n",
+      "Sanjay Gupta\n",
+      "got: Sanjay Gupta (567.254028), 4907 / 5749, 0.85.\n",
+      "Santiago Botero\n",
+      "got: Santiago Botero (451.681183), 4908 / 5749, 0.85.\n",
+      "Saoud Al Faisal\n",
+      "got: Saoud Al Faisal (), 4909 / 5749, 0.85.\n",
+      "Saparmurat Niyazov\n",
+      "got: Saparmurat Niyazov (504.348755), 4910 / 5749, 0.85.\n",
+      "Sara Elisabeth Ahmad\n",
+      "got: Sara Elisabeth Ahmad (), 4911 / 5749, 0.85.\n",
+      "Sara Silverman\n",
+      "got: Sara Silverman (), 4912 / 5749, 0.85.\n",
+      "Sarah Canale\n",
+      "got: Sarah Canale (), 4913 / 5749, 0.85.\n",
+      "Sarah Hughes\n",
+      "got: Sarah Hughes (463.004761), 4914 / 5749, 0.85.\n",
+      "Sarah Jessica Parker\n",
+      "got: Sarah Jessica Parker (970.881653), 4915 / 5749, 0.85.\n",
+      "Sarah Michelle Gellar\n",
+      "got: Sarah Michelle Gellar (915.088501), 4916 / 5749, 0.86.\n",
+      "Sarah Price\n",
+      "got: Sarah Price (307.931366), 4917 / 5749, 0.86.\n",
+      "Sarah Weddington\n",
+      "got: Sarah Weddington (375.171417), 4918 / 5749, 0.86.\n",
+      "Sarah Wynter\n",
+      "got: Sarah Wynter (449.684174), 4919 / 5749, 0.86.\n",
+      "Sargis Sargsian\n",
+      "got: Sargis Sargsian (365.32666), 4920 / 5749, 0.86.\n",
+      "Sasha Alexander\n",
+      "got: Sasha Alexander (567.879211), 4921 / 5749, 0.86.\n",
+      "Sasha Cohen\n",
+      "got: Sasha Cohen (477.100037), 4922 / 5749, 0.86.\n",
+      "Satnarine Sharma\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Satnarine Sharma (), 4923 / 5749, 0.86.\n",
+      "Scott Blum\n",
+      "got: Scott Blum (155.780975), 4924 / 5749, 0.86.\n",
+      "Scott Dalton\n",
+      "got: Scott Dalton (167.832001), 4925 / 5749, 0.86.\n",
+      "Scott Dickson\n",
+      "got: Scott Dickson (163.298416), 4926 / 5749, 0.86.\n",
+      "Scott Fawell\n",
+      "got: Scott Fawell (233.437729), 4927 / 5749, 0.86.\n",
+      "Scott Gorelick\n",
+      "got: Scott Gorelick (143.712387), 4928 / 5749, 0.86.\n",
+      "Scott Hamilton\n",
+      "got: Scott Hamilton (516.958801), 4929 / 5749, 0.86.\n",
+      "Scott Hoch\n",
+      "got: Scott Hoch (392.959869), 4930 / 5749, 0.86.\n",
+      "Scott Hubbard\n",
+      "got: Scott Hubbard (244.0215), 4931 / 5749, 0.86.\n",
+      "Scott McClellan\n",
+      "got: Scott McClellan (391.957672), 4932 / 5749, 0.86.\n",
+      "Scott McNealy\n",
+      "got: Scott McNealy (233.671463), 4933 / 5749, 0.86.\n",
+      "Scott OGrady\n",
+      "got: Scott OGrady (109.032776), 4934 / 5749, 0.86.\n",
+      "Scott Peterson\n",
+      "got: Scott Peterson (557.077087), 4935 / 5749, 0.86.\n",
+      "Scott Ritter\n",
+      "got: Scott Ritter (388.050201), 4936 / 5749, 0.86.\n",
+      "Scott Rolen\n",
+      "got: Scott Rolen (471.177734), 4937 / 5749, 0.86.\n",
+      "Scott Rudin\n",
+      "got: Scott Rudin (511.346039), 4938 / 5749, 0.86.\n",
+      "Scott Sullivan\n",
+      "got: Scott Sullivan (213.900238), 4939 / 5749, 0.86.\n",
+      "Scott Verplank\n",
+      "got: Scott Verplank (408.522522), 4940 / 5749, 0.86.\n",
+      "Scott Wallach\n",
+      "got: Scott Wallach (172.194275), 4941 / 5749, 0.86.\n",
+      "Scott Weiland\n",
+      "got: Scott Weiland (608.495361), 4942 / 5749, 0.86.\n",
+      "Scott Wittman\n",
+      "got: Scott Wittman (390.912689), 4943 / 5749, 0.86.\n",
+      "Scott Wolf\n",
+      "got: Scott Wolf (496.736633), 4944 / 5749, 0.86.\n",
+      "Scott Yates\n",
+      "got: Scott Yates (150.762711), 4945 / 5749, 0.86.\n",
+      "Se Hyuk Joo\n",
+      "got: Se Hyuk Joo (377.342163), 4946 / 5749, 0.86.\n",
+      "Sean Astin\n",
+      "got: Sean Astin (634.293091), 4947 / 5749, 0.86.\n",
+      "Sean Combs\n",
+      "got: Sean Combs (1017.539246), 4948 / 5749, 0.86.\n",
+      "Sean Hayes\n",
+      "got: Sean Hayes (582.355835), 4949 / 5749, 0.86.\n",
+      "Sean OKeefe\n",
+      "got: Sean OKeefe (192.225128), 4950 / 5749, 0.86.\n",
+      "Sean Patrick OMalley\n",
+      "got: Sean Patrick OMalley (122.342293), 4951 / 5749, 0.86.\n",
+      "Sean Patrick Thomas\n",
+      "got: Sean Patrick Thomas (629.678528), 4952 / 5749, 0.86.\n",
+      "Sean Penn\n",
+      "got: Sean Penn (725.237976), 4953 / 5749, 0.86.\n",
+      "Sean Townsend\n",
+      "got: Sean Townsend (339.200745), 4954 / 5749, 0.86.\n",
+      "Sebastian Cuattrin\n",
+      "got: Sebastian Cuattrin (281.271606), 4955 / 5749, 0.86.\n",
+      "Sebastian Porto\n",
+      "got: Sebastian Porto (384.999237), 4956 / 5749, 0.86.\n",
+      "Sebastian Saja\n",
+      "got: Sebastian Saja (401.776917), 4957 / 5749, 0.86.\n",
+      "Sebastien Grosjean\n",
+      "got: Sebastien Grosjean (531.598022), 4958 / 5749, 0.86.\n",
+      "Sedigh Barmak\n",
+      "got: Sedigh Barmak (), 4959 / 5749, 0.86.\n",
+      "Selma Phoenix\n",
+      "got: Selma Phoenix (14.764177), 4960 / 5749, 0.86.\n",
+      "Sepp Blatter\n",
+      "got: Sepp Blatter (616.164856), 4961 / 5749, 0.86.\n",
+      "Serena Karlan\n",
+      "got: Serena Karlan (), 4962 / 5749, 0.86.\n",
+      "Serena Williams\n",
+      "got: Serena Williams (994.211914), 4963 / 5749, 0.86.\n",
+      "Sereyvuth Kem\n",
+      "got: Sereyvuth Kem (86.297218), 4964 / 5749, 0.86.\n",
+      "Serge Klarsfeld\n",
+      "got: Serge Klarsfeld (437.932983), 4965 / 5749, 0.86.\n",
+      "Serge Melac\n",
+      "got: Serge Melac (), 4966 / 5749, 0.86.\n",
+      "Serge Tchuruk\n",
+      "got: Serge Tchuruk (306.637451), 4967 / 5749, 0.86.\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "got: Sergei Alexandrovitch Ordzhonikidze (), 4968 / 5749, 0.86.\n",
+      "Sergei Ivanov\n",
+      "got: Sergei Ivanov (461.997955), 4969 / 5749, 0.86.\n",
+      "Sergei Yastrzhembsky\n",
+      "got: Sergei Yastrzhembsky (186.387497), 4970 / 5749, 0.86.\n",
+      "Sergei Yushenkov\n",
+      "got: Sergei Yushenkov (337.242798), 4971 / 5749, 0.86.\n",
+      "Sergey Lavrov\n",
+      "got: Sergey Lavrov (597.800293), 4972 / 5749, 0.86.\n",
+      "Sergio Castellitto\n",
+      "got: Sergio Castellitto (483.305878), 4973 / 5749, 0.87.\n",
+      "Sergio Garcia\n",
+      "got: Sergio Garcia (610.050781), 4974 / 5749, 0.87.\n",
+      "Sergio Vieira De Mello\n",
+      "got: Sergio Vieira De Mello (1039.93335), 4975 / 5749, 0.87.\n",
+      "Seth Gorney\n",
+      "got: Seth Gorney (), 4976 / 5749, 0.87.\n",
+      "Severino Antinori\n",
+      "got: Severino Antinori (344.297211), 4977 / 5749, 0.87.\n",
+      "Seydou Diarra\n",
+      "got: Seydou Diarra (305.810516), 4978 / 5749, 0.87.\n",
+      "Seymour Cassell\n",
+      "got: Seymour Cassell (226.388992), 4979 / 5749, 0.87.\n",
+      "Shae-Lynn Bourne\n",
+      "got: Shae-Lynn Bourne (639.495544), 4980 / 5749, 0.87.\n",
+      "Shafal Mosed\n",
+      "got: Shafal Mosed (235.361771), 4981 / 5749, 0.87.\n",
+      "Shamai Leibowitz\n",
+      "got: Shamai Leibowitz (269.436218), 4982 / 5749, 0.87.\n",
+      "Shane Hmiel\n",
+      "got: Shane Hmiel (391.579712), 4983 / 5749, 0.87.\n",
+      "Shane Loux\n",
+      "got: Shane Loux (290.315643), 4984 / 5749, 0.87.\n",
+      "Shane Mosley\n",
+      "got: Shane Mosley (633.001465), 4985 / 5749, 0.87.\n",
+      "Shane Phillips\n",
+      "got: Shane Phillips (156.922256), 4986 / 5749, 0.87.\n",
+      "Shane Reynolds\n",
+      "got: Shane Reynolds (340.677582), 4987 / 5749, 0.87.\n",
+      "Shane Warne\n",
+      "got: Shane Warne (624.232788), 4988 / 5749, 0.87.\n",
+      "Shania Twain\n",
+      "got: Shania Twain (751.977417), 4989 / 5749, 0.87.\n",
+      "Shanna Zolman\n",
+      "got: Shanna Zolman (355.977325), 4990 / 5749, 0.87.\n",
+      "Shannon OBrien\n",
+      "got: Shannon OBrien (104.951233), 4991 / 5749, 0.87.\n",
+      "Shannyn Sossamon\n",
+      "got: Shannyn Sossamon (549.666443), 4992 / 5749, 0.87.\n",
+      "Sharess Harrell\n",
+      "got: Sharess Harrell (), 4993 / 5749, 0.87.\n",
+      "Sharon Davis\n",
+      "got: Sharon Davis (213.482208), 4994 / 5749, 0.87.\n",
+      "Sharon Frey\n",
+      "got: Sharon Frey (), 4995 / 5749, 0.87.\n",
+      "Sharon Osbourne\n",
+      "got: Sharon Osbourne (629.200623), 4996 / 5749, 0.87.\n",
+      "Sharon Robinson\n",
+      "got: Sharon Robinson (431.900787), 4997 / 5749, 0.87.\n",
+      "Sharon Stone\n",
+      "got: Sharon Stone (696.499023), 4998 / 5749, 0.87.\n",
+      "Shaukat Aziz\n",
+      "got: Shaukat Aziz (484.122101), 4999 / 5749, 0.87.\n",
+      "Shaul Mofaz\n",
+      "got: Shaul Mofaz (419.581848), 5000 / 5749, 0.87.\n",
+      "Shaun Pollock\n",
+      "got: Shaun Pollock (479.728973), 5001 / 5749, 0.87.\n",
+      "Shaun Rusling\n",
+      "got: Shaun Rusling (), 5002 / 5749, 0.87.\n",
+      "Shavon Earp\n",
+      "got: Shavon Earp (), 5003 / 5749, 0.87.\n",
+      "Shawn Bradley\n",
+      "got: Shawn Bradley (519.458435), 5004 / 5749, 0.87.\n",
+      "Shawn Kemp\n",
+      "got: Shawn Kemp (535.388062), 5005 / 5749, 0.87.\n",
+      "Shawn Marion\n",
+      "got: Shawn Marion (524.833008), 5006 / 5749, 0.87.\n",
+      "Sheikh Ahmed Yassin\n",
+      "got: Sheikh Ahmed Yassin (396.34726), 5007 / 5749, 0.87.\n",
+      "Sheila Copps\n",
+      "got: Sheila Copps (435.738647), 5008 / 5749, 0.87.\n",
+      "Sheila Fraser\n",
+      "got: Sheila Fraser (302.632446), 5009 / 5749, 0.87.\n",
+      "Sheila Taormina\n",
+      "got: Sheila Taormina (401.906494), 5010 / 5749, 0.87.\n",
+      "Sheila Wellstone\n",
+      "got: Sheila Wellstone (303.287598), 5011 / 5749, 0.87.\n",
+      "Sheldon Silver\n",
+      "got: Sheldon Silver (489.465027), 5012 / 5749, 0.87.\n",
+      "Sherri Coale\n",
+      "got: Sherri Coale (382.206024), 5013 / 5749, 0.87.\n",
+      "Sherry Fisher\n",
+      "got: Sherry Fisher (1.590694), 5014 / 5749, 0.87.\n",
+      "Sherry Irving\n",
+      "got: Sherry Irving (1.266646), 5015 / 5749, 0.87.\n",
+      "Sheryl Crow\n",
+      "got: Sheryl Crow (702.040283), 5016 / 5749, 0.87.\n",
+      "Shi Guangsheng\n",
+      "got: Shi Guangsheng (242.713745), 5017 / 5749, 0.87.\n",
+      "Shia LaBeouf\n",
+      "got: Shia LaBeouf (687.939575), 5018 / 5749, 0.87.\n",
+      "Shigeo Nagashima\n",
+      "got: Shigeo Nagashima (568.840637), 5019 / 5749, 0.87.\n",
+      "Shigeru Ishiba\n",
+      "got: Shigeru Ishiba (506.592865), 5020 / 5749, 0.87.\n",
+      "Shimon Peres\n",
+      "got: Shimon Peres (617.531494), 5021 / 5749, 0.87.\n",
+      "Shingo Katayama\n",
+      "got: Shingo Katayama (506.525818), 5022 / 5749, 0.87.\n",
+      "Shingo Suetsugu\n",
+      "got: Shingo Suetsugu (433.202606), 5023 / 5749, 0.87.\n",
+      "Shinya Taniguchi\n",
+      "got: Shinya Taniguchi (262.125092), 5024 / 5749, 0.87.\n",
+      "Shinzo Abe\n",
+      "got: Shinzo Abe (886.123535), 5025 / 5749, 0.87.\n",
+      "Shireen Amir Begum\n",
+      "got: Shireen Amir Begum (191.616531), 5026 / 5749, 0.87.\n",
+      "Shirley Jones\n",
+      "got: Shirley Jones (593.673584), 5027 / 5749, 0.87.\n",
+      "Shobha De\n",
+      "got: Shobha De (294.908813), 5028 / 5749, 0.87.\n",
+      "Shoshana Johnson\n",
+      "got: Shoshana Johnson (337.861359), 5029 / 5749, 0.87.\n",
+      "Shoshannah Stern\n",
+      "got: Shoshannah Stern (417.302917), 5030 / 5749, 0.87.\n",
+      "Sid Caesar\n",
+      "got: Sid Caesar (533.525513), 5031 / 5749, 0.88.\n",
+      "Sidney Kimmel\n",
+      "got: Sidney Kimmel (421.805664), 5032 / 5749, 0.88.\n",
+      "Sidney Poitier\n",
+      "got: Sidney Poitier (683.340637), 5033 / 5749, 0.88.\n",
+      "Sigourney Weaver\n",
+      "got: Sigourney Weaver (691.202759), 5034 / 5749, 0.88.\n",
+      "Sila Calderon\n",
+      "got: Sila Calderon (267.051392), 5035 / 5749, 0.88.\n",
+      "Silvan Shalom\n",
+      "got: Silvan Shalom (415.231964), 5036 / 5749, 0.88.\n",
+      "Silvia Farina Elia\n",
+      "got: Silvia Farina Elia (574.0849), 5037 / 5749, 0.88.\n",
+      "Silvie Cabero\n",
+      "got: Silvie Cabero (), 5038 / 5749, 0.88.\n",
+      "Silvio Berlusconi\n",
+      "got: Silvio Berlusconi (921.552185), 5039 / 5749, 0.88.\n",
+      "Silvio Fernandez\n",
+      "got: Silvio Fernandez (248.544189), 5040 / 5749, 0.88.\n",
+      "Sim Yong\n",
+      "got: Sim Yong (105.414726), 5041 / 5749, 0.88.\n",
+      "Simon Chalk\n",
+      "got: Simon Chalk (206.7854), 5042 / 5749, 0.88.\n",
+      "Simon Cowell\n",
+      "got: Simon Cowell (739.754578), 5043 / 5749, 0.88.\n",
+      "Simon Larose\n",
+      "got: Simon Larose (298.520355), 5044 / 5749, 0.88.\n",
+      "Simon Yam\n",
+      "got: Simon Yam (535.28595), 5045 / 5749, 0.88.\n",
+      "Simona Hradil\n",
+      "got: Simona Hradil (5.083392), 5046 / 5749, 0.88.\n",
+      "Sinead OConnor\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Sinead OConnor (90.245491), 5047 / 5749, 0.88.\n",
+      "Sivan Klein\n",
+      "got: Sivan Klein (365.116028), 5048 / 5749, 0.88.\n",
+      "Skip Prosser\n",
+      "got: Skip Prosser (382.91745), 5049 / 5749, 0.88.\n",
+      "Slobodan Milosevic\n",
+      "got: Slobodan Milosevic (661.492065), 5050 / 5749, 0.88.\n",
+      "Soenarno\n",
+      "got: Soenarno (17.288048), 5051 / 5749, 0.88.\n",
+      "Sofia Milos\n",
+      "got: Sofia Milos (498.031891), 5052 / 5749, 0.88.\n",
+      "Sofyan Dawood\n",
+      "got: Sofyan Dawood (254.454132), 5053 / 5749, 0.88.\n",
+      "Sohail Abbas\n",
+      "got: Sohail Abbas (403.919189), 5054 / 5749, 0.88.\n",
+      "Sok An\n",
+      "got: Sok An (304.816345), 5055 / 5749, 0.88.\n",
+      "Solomon Passy\n",
+      "got: Solomon Passy (360.782745), 5056 / 5749, 0.88.\n",
+      "Sonia Gandhi\n",
+      "got: Sonia Gandhi (648.197693), 5057 / 5749, 0.88.\n",
+      "Sonia Lopez\n",
+      "got: Sonia Lopez (399.817291), 5058 / 5749, 0.88.\n",
+      "Sonja Kesselschlager\n",
+      "got: Sonja Kesselschlager (273.032898), 5059 / 5749, 0.88.\n",
+      "Sonya Walger\n",
+      "got: Sonya Walger (513.914001), 5060 / 5749, 0.88.\n",
+      "Soon Yi\n",
+      "got: Soon Yi (430.593933), 5061 / 5749, 0.88.\n",
+      "Sophia Loren\n",
+      "got: Sophia Loren (752.990906), 5062 / 5749, 0.88.\n",
+      "Sophie\n",
+      "got: Sophie (50.711151), 5063 / 5749, 0.88.\n",
+      "Sourav Ganguly\n",
+      "got: Sourav Ganguly (624.703979), 5064 / 5749, 0.88.\n",
+      "Spencer Abraham\n",
+      "got: Spencer Abraham (417.365326), 5065 / 5749, 0.88.\n",
+      "Spike Helmick\n",
+      "got: Spike Helmick (), 5066 / 5749, 0.88.\n",
+      "Spike Jonze\n",
+      "got: Spike Jonze (649.971069), 5067 / 5749, 0.88.\n",
+      "Spike Lee\n",
+      "got: Spike Lee (740.840881), 5068 / 5749, 0.88.\n",
+      "Stacey Dales-Schuman\n",
+      "got: Stacey Dales-Schuman (377.412628), 5069 / 5749, 0.88.\n",
+      "Stacey Jones\n",
+      "got: Stacey Jones (421.848572), 5070 / 5749, 0.88.\n",
+      "Stacey Yamaguchi\n",
+      "got: Stacey Yamaguchi (), 5071 / 5749, 0.88.\n",
+      "Stacy Dragila\n",
+      "got: Stacy Dragila (418.250092), 5072 / 5749, 0.88.\n",
+      "Stacy Nelson\n",
+      "got: Stacy Nelson (147.111023), 5073 / 5749, 0.88.\n",
+      "Stan Heath\n",
+      "got: Stan Heath (345.99884), 5074 / 5749, 0.88.\n",
+      "Stan Kasten\n",
+      "got: Stan Kasten (389.333069), 5075 / 5749, 0.88.\n",
+      "Stan Kroenke\n",
+      "got: Stan Kroenke (582.925171), 5076 / 5749, 0.88.\n",
+      "Stanislas Wawrinka\n",
+      "got: Stanislas Wawrinka (372.010498), 5077 / 5749, 0.88.\n",
+      "Stanley Ho\n",
+      "got: Stanley Ho (515.619995), 5078 / 5749, 0.88.\n",
+      "Stanley McChrystal\n",
+      "got: Stanley McChrystal (633.678711), 5079 / 5749, 0.88.\n",
+      "Stanley Nelson\n",
+      "got: Stanley Nelson (322.442474), 5080 / 5749, 0.88.\n",
+      "Stanley Tong\n",
+      "got: Stanley Tong (419.661804), 5081 / 5749, 0.88.\n",
+      "Stefaan Declerk\n",
+      "got: Stefaan Declerk (), 5082 / 5749, 0.88.\n",
+      "Stefan Holm\n",
+      "got: Stefan Holm (475.159332), 5083 / 5749, 0.88.\n",
+      "Stefan Koubek\n",
+      "got: Stefan Koubek (409.241089), 5084 / 5749, 0.88.\n",
+      "Stefan Tafrov\n",
+      "got: Stefan Tafrov (293.960541), 5085 / 5749, 0.88.\n",
+      "Stefanie De Roux\n",
+      "got: Stefanie De Roux (438.906464), 5086 / 5749, 0.88.\n",
+      "Stefano Accorsi\n",
+      "got: Stefano Accorsi (505.553741), 5087 / 5749, 0.88.\n",
+      "Stefano Basalini\n",
+      "got: Stefano Basalini (288.008911), 5088 / 5749, 0.89.\n",
+      "Stefano Gabbana\n",
+      "got: Stefano Gabbana (473.148254), 5089 / 5749, 0.89.\n",
+      "Steffeny Holtz\n",
+      "got: Steffeny Holtz (), 5090 / 5749, 0.89.\n",
+      "Steffi Graf\n",
+      "got: Steffi Graf (747.917664), 5091 / 5749, 0.89.\n",
+      "Stella Keitel\n",
+      "got: Stella Keitel (348.198273), 5092 / 5749, 0.89.\n",
+      "Stella McCartney\n",
+      "got: Stella McCartney (648.698486), 5093 / 5749, 0.89.\n",
+      "Stella Tennant\n",
+      "got: Stella Tennant (402.801453), 5094 / 5749, 0.89.\n",
+      "Stellan Skarsgard\n",
+      "got: Stellan Skarsgard (691.130615), 5095 / 5749, 0.89.\n",
+      "Steny Hoyer\n",
+      "got: Steny Hoyer (593.136597), 5096 / 5749, 0.89.\n",
+      "Stepan Demirchian\n",
+      "got: Stepan Demirchian (133.531601), 5097 / 5749, 0.89.\n",
+      "Stephan Eberharter\n",
+      "got: Stephan Eberharter (438.835724), 5098 / 5749, 0.89.\n",
+      "Stephane Delajoux\n",
+      "got: Stephane Delajoux (334.210632), 5099 / 5749, 0.89.\n",
+      "Stephane Rochon\n",
+      "got: Stephane Rochon (160.72084), 5100 / 5749, 0.89.\n",
+      "Stephane Rousseau\n",
+      "got: Stephane Rousseau (445.994629), 5101 / 5749, 0.89.\n",
+      "Stephanie Cohen Aloro\n",
+      "got: Stephanie Cohen Aloro (460.854034), 5102 / 5749, 0.89.\n",
+      "Stephanie Moore\n",
+      "got: Stephanie Moore (342.105408), 5103 / 5749, 0.89.\n",
+      "Stephanie Zimbalist\n",
+      "got: Stephanie Zimbalist (469.69281), 5104 / 5749, 0.89.\n",
+      "Stephen Ambrose\n",
+      "got: Stephen Ambrose (397.642365), 5105 / 5749, 0.89.\n",
+      "Stephen Arigbabu\n",
+      "got: Stephen Arigbabu (309.907623), 5106 / 5749, 0.89.\n",
+      "Stephen Cooper\n",
+      "got: Stephen Cooper (321.262024), 5107 / 5749, 0.89.\n",
+      "Stephen Covey\n",
+      "got: Stephen Covey (557.282166), 5108 / 5749, 0.89.\n",
+      "Stephen Crampton\n",
+      "got: Stephen Crampton (77.101982), 5109 / 5749, 0.89.\n",
+      "Stephen Daldry\n",
+      "got: Stephen Daldry (500.779297), 5110 / 5749, 0.89.\n",
+      "Stephen Ebberharter\n",
+      "got: Stephen Ebberharter (), 5111 / 5749, 0.89.\n",
+      "Stephen Frears\n",
+      "got: Stephen Frears (533.760925), 5112 / 5749, 0.89.\n",
+      "Stephen Friedman\n",
+      "got: Stephen Friedman (320.906494), 5113 / 5749, 0.89.\n",
+      "Stephen Funk\n",
+      "got: Stephen Funk (258.914734), 5114 / 5749, 0.89.\n",
+      "Stephen Glassroth\n",
+      "got: Stephen Glassroth (12.931832), 5115 / 5749, 0.89.\n",
+      "Stephen Joseph\n",
+      "got: Stephen Joseph (423.741516), 5116 / 5749, 0.89.\n",
+      "Stephen Keener\n",
+      "got: Stephen Keener (254.197769), 5117 / 5749, 0.89.\n",
+      "Stephen Oake\n",
+      "got: Stephen Oake (220.470367), 5118 / 5749, 0.89.\n",
+      "Stephen Push\n",
+      "got: Stephen Push (), 5119 / 5749, 0.89.\n",
+      "Stephen Silas\n",
+      "got: Stephen Silas (342.78183), 5120 / 5749, 0.89.\n",
+      "Stephen Swindal\n",
+      "got: Stephen Swindal (), 5121 / 5749, 0.89.\n",
+      "Stephen Thompson\n",
+      "got: Stephen Thompson (471.817871), 5122 / 5749, 0.89.\n",
+      "Stephen Webster\n",
+      "got: Stephen Webster (357.70163), 5123 / 5749, 0.89.\n",
+      "Sterling Hitchcock\n",
+      "got: Sterling Hitchcock (340.797974), 5124 / 5749, 0.89.\n",
+      "Steve-O\n",
+      "got: Steve-O (627.110413), 5125 / 5749, 0.89.\n",
+      "Steve Alford\n",
+      "got: Steve Alford (451.278137), 5126 / 5749, 0.89.\n",
+      "Steve Allan\n",
+      "got: Steve Allan (169.667648), 5127 / 5749, 0.89.\n",
+      "Steve Allee\n",
+      "got: Steve Allee (297.535553), 5128 / 5749, 0.89.\n",
+      "Steve Austin\n",
+      "got: Steve Austin (1088.49353), 5129 / 5749, 0.89.\n",
+      "Steve Avery\n",
+      "got: Steve Avery (318.854584), 5130 / 5749, 0.89.\n",
+      "Steve Backley\n",
+      "got: Steve Backley (446.163696), 5131 / 5749, 0.89.\n",
+      "Steve Ballmer\n",
+      "got: Steve Ballmer (568.224182), 5132 / 5749, 0.89.\n",
+      "Steve Blake\n",
+      "got: Steve Blake (469.172913), 5133 / 5749, 0.89.\n",
+      "Steve Blankenship\n",
+      "got: Steve Blankenship (8.361444), 5134 / 5749, 0.89.\n",
+      "Steve Case\n",
+      "got: Steve Case (436.150269), 5135 / 5749, 0.89.\n",
+      "Steve Coogan\n",
+      "got: Steve Coogan (632.208069), 5136 / 5749, 0.89.\n",
+      "Steve Coterill\n",
+      "got: Steve Coterill (), 5137 / 5749, 0.89.\n",
+      "Steve Cox\n",
+      "got: Steve Cox (354.356293), 5138 / 5749, 0.89.\n",
+      "Steve Cutler\n",
+      "got: Steve Cutler (289.362457), 5139 / 5749, 0.89.\n",
+      "Steve Fehr\n",
+      "got: Steve Fehr (5.648786), 5140 / 5749, 0.89.\n",
+      "Steve Karsay\n",
+      "got: Steve Karsay (363.712769), 5141 / 5749, 0.89.\n",
+      "Steve Kerr\n",
+      "got: Steve Kerr (628.332153), 5142 / 5749, 0.89.\n",
+      "Steve Largent\n",
+      "got: Steve Largent (529.157532), 5143 / 5749, 0.89.\n",
+      "Steve Lavin\n",
+      "got: Steve Lavin (384.333038), 5144 / 5749, 0.89.\n",
+      "Steve Lenard\n",
+      "got: Steve Lenard (0.903379), 5145 / 5749, 0.89.\n",
+      "Steve Mariucci\n",
+      "got: Steve Mariucci (457.885559), 5146 / 5749, 0.90.\n",
+      "Steve McManaman\n",
+      "got: Steve McManaman (567.032104), 5147 / 5749, 0.90.\n",
+      "Steve Nash\n",
+      "got: Steve Nash (691.613892), 5148 / 5749, 0.90.\n",
+      "Steve Nesbitt\n",
+      "got: Steve Nesbitt (50.049355), 5149 / 5749, 0.90.\n",
+      "Steve Pagliuca\n",
+      "got: Steve Pagliuca (165.4086), 5150 / 5749, 0.90.\n",
+      "Steve Park\n",
+      "got: Steve Park (515.022278), 5151 / 5749, 0.90.\n",
+      "Steve Patterson\n",
+      "got: Steve Patterson (370.453369), 5152 / 5749, 0.90.\n",
+      "Steve Peace\n",
+      "got: Steve Peace (157.878784), 5153 / 5749, 0.90.\n",
+      "Steve Phillips\n",
+      "got: Steve Phillips (437.187836), 5154 / 5749, 0.90.\n",
+      "Steve Redgrave\n",
+      "got: Steve Redgrave (532.012451), 5155 / 5749, 0.90.\n",
+      "Steve Rush\n",
+      "got: Steve Rush (135.194824), 5156 / 5749, 0.90.\n",
+      "Steve Shiver\n",
+      "got: Steve Shiver (2.505548), 5157 / 5749, 0.90.\n",
+      "Steve Spurrier\n",
+      "got: Steve Spurrier (599.676331), 5158 / 5749, 0.90.\n",
+      "Steve Stirling\n",
+      "got: Steve Stirling (318.944611), 5159 / 5749, 0.90.\n",
+      "Steve Valentine\n",
+      "got: Steve Valentine (458.26889), 5160 / 5749, 0.90.\n",
+      "Steve Wariner\n",
+      "got: Steve Wariner (525.760254), 5161 / 5749, 0.90.\n",
+      "Steve Waugh\n",
+      "got: Steve Waugh (526.300659), 5162 / 5749, 0.90.\n",
+      "Steve Zahn\n",
+      "got: Steve Zahn (588.485352), 5163 / 5749, 0.90.\n",
+      "Steven Briggs\n",
+      "got: Steven Briggs (254.16243), 5164 / 5749, 0.90.\n",
+      "Steven Craig\n",
+      "got: Steven Craig (316.476135), 5165 / 5749, 0.90.\n",
+      "Steven Curtis Chapman\n",
+      "got: Steven Curtis Chapman (744.137512), 5166 / 5749, 0.90.\n",
+      "Steven Feldman\n",
+      "got: Steven Feldman (257.816284), 5167 / 5749, 0.90.\n",
+      "Steven Hatfill\n",
+      "got: Steven Hatfill (343.920532), 5168 / 5749, 0.90.\n",
+      "Steven Kinlock\n",
+      "got: Steven Kinlock (0.916245), 5169 / 5749, 0.90.\n",
+      "Steven Seagal\n",
+      "got: Steven Seagal (715.055603), 5170 / 5749, 0.90.\n",
+      "Steven Spielberg\n",
+      "got: Steven Spielberg (852.889587), 5171 / 5749, 0.90.\n",
+      "Steven Tyler\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Steven Tyler (754.502075), 5172 / 5749, 0.90.\n",
+      "Steven Van Zandt\n",
+      "got: Steven Van Zandt (1039.506226), 5173 / 5749, 0.90.\n",
+      "Stipe Mesic\n",
+      "got: Stipe Mesic (367.656555), 5174 / 5749, 0.90.\n",
+      "Stockard Channing\n",
+      "got: Stockard Channing (629.861755), 5175 / 5749, 0.90.\n",
+      "Strom Thurmond\n",
+      "got: Strom Thurmond (727.794556), 5176 / 5749, 0.90.\n",
+      "Stuart Knoll\n",
+      "got: Stuart Knoll (), 5177 / 5749, 0.90.\n",
+      "Stuart Townsend\n",
+      "got: Stuart Townsend (499.414764), 5178 / 5749, 0.90.\n",
+      "Stuart Whitman\n",
+      "got: Stuart Whitman (476.293274), 5179 / 5749, 0.90.\n",
+      "Sue Grafton\n",
+      "got: Sue Grafton (537.046936), 5180 / 5749, 0.90.\n",
+      "Sue Guevara\n",
+      "got: Sue Guevara (279.249329), 5181 / 5749, 0.90.\n",
+      "Sue Johnston\n",
+      "got: Sue Johnston (488.984772), 5182 / 5749, 0.90.\n",
+      "Sue Slavec\n",
+      "got: Sue Slavec (), 5183 / 5749, 0.90.\n",
+      "Sue Wicks\n",
+      "got: Sue Wicks (371.306152), 5184 / 5749, 0.90.\n",
+      "Suh Chung-won\n",
+      "got: Suh Chung-won (396.455139), 5185 / 5749, 0.90.\n",
+      "Suh Young-hoon\n",
+      "got: Suh Young-hoon (), 5186 / 5749, 0.90.\n",
+      "Suk Chung Hong\n",
+      "got: Suk Chung Hong (), 5187 / 5749, 0.90.\n",
+      "Sultan Qaboos\n",
+      "got: Sultan Qaboos (646.515503), 5188 / 5749, 0.90.\n",
+      "Sun Myung Moon\n",
+      "got: Sun Myung Moon (729.148315), 5189 / 5749, 0.90.\n",
+      "Sung Hong Choi\n",
+      "got: Sung Hong Choi (17.718817), 5190 / 5749, 0.90.\n",
+      "Supachai Panitchpakdi\n",
+      "got: Supachai Panitchpakdi (367.036743), 5191 / 5749, 0.90.\n",
+      "Surakait Sathirathai\n",
+      "got: Surakait Sathirathai (), 5192 / 5749, 0.90.\n",
+      "Sureyya Ayhan\n",
+      "got: Sureyya Ayhan (413.014709), 5193 / 5749, 0.90.\n",
+      "Surya Bahadur Thapa\n",
+      "got: Surya Bahadur Thapa (464.530426), 5194 / 5749, 0.90.\n",
+      "Susan Collins\n",
+      "got: Susan Collins (726.823669), 5195 / 5749, 0.90.\n",
+      "Susan Sarandon\n",
+      "got: Susan Sarandon (710.914124), 5196 / 5749, 0.90.\n",
+      "Susan Walvius\n",
+      "got: Susan Walvius (268.101135), 5197 / 5749, 0.90.\n",
+      "Susan Whelan\n",
+      "got: Susan Whelan (314.355438), 5198 / 5749, 0.90.\n",
+      "Sushma Swaraj\n",
+      "got: Sushma Swaraj (622.514648), 5199 / 5749, 0.90.\n",
+      "Susie Castillo\n",
+      "got: Susie Castillo (410.481079), 5200 / 5749, 0.90.\n",
+      "Susilo Bambang Yudhoyono\n",
+      "got: Susilo Bambang Yudhoyono (1013.789978), 5201 / 5749, 0.90.\n",
+      "Suzanne Fox\n",
+      "got: Suzanne Fox (187.151733), 5202 / 5749, 0.90.\n",
+      "Suzanne Gaudet\n",
+      "got: Suzanne Gaudet (151.01062), 5203 / 5749, 0.91.\n",
+      "Suzanne Haik Terrell\n",
+      "got: Suzanne Haik Terrell (386.542999), 5204 / 5749, 0.91.\n",
+      "Suzanne Mubarak\n",
+      "got: Suzanne Mubarak (426.920044), 5205 / 5749, 0.91.\n",
+      "Suzanne Somers\n",
+      "got: Suzanne Somers (591.825012), 5206 / 5749, 0.91.\n",
+      "Suzanne Torrance\n",
+      "got: Suzanne Torrance (38.587132), 5207 / 5749, 0.91.\n",
+      "Suzie McConnell Serio\n",
+      "got: Suzie McConnell Serio (545.440125), 5208 / 5749, 0.91.\n",
+      "Sven Goran Eriksson\n",
+      "got: Sven Goran Eriksson (837.848389), 5209 / 5749, 0.91.\n",
+      "Sven Ottke\n",
+      "got: Sven Ottke (408.513947), 5210 / 5749, 0.91.\n",
+      "Svend Aage Jensby\n",
+      "got: Svend Aage Jensby (368.310425), 5211 / 5749, 0.91.\n",
+      "Svend Robinson\n",
+      "got: Svend Robinson (356.494843), 5212 / 5749, 0.91.\n",
+      "Svetislav Pesic\n",
+      "got: Svetislav Pesic (429.510345), 5213 / 5749, 0.91.\n",
+      "Svetlana Belousova\n",
+      "got: Svetlana Belousova (1.434959), 5214 / 5749, 0.91.\n",
+      "Svetlana Koroleva\n",
+      "got: Svetlana Koroleva (333.205627), 5215 / 5749, 0.91.\n",
+      "Svetoslav Todorov\n",
+      "got: Svetoslav Todorov (366.971039), 5216 / 5749, 0.91.\n",
+      "Sybille Schmid\n",
+      "got: Sybille Schmid (1.79582), 5217 / 5749, 0.91.\n",
+      "Syed Abdul Rahman Geelani\n",
+      "got: Syed Abdul Rahman Geelani (), 5218 / 5749, 0.91.\n",
+      "Syed Ibrahim\n",
+      "got: Syed Ibrahim (242.275101), 5219 / 5749, 0.91.\n",
+      "Sylvester Stallone\n",
+      "got: Sylvester Stallone (779.572937), 5220 / 5749, 0.91.\n",
+      "Sylvia Plachy\n",
+      "got: Sylvia Plachy (358.854156), 5221 / 5749, 0.91.\n",
+      "Sylvie Guillem\n",
+      "got: Sylvie Guillem (470.325226), 5222 / 5749, 0.91.\n",
+      "Szu Yu Chen\n",
+      "got: Szu Yu Chen (357.208618), 5223 / 5749, 0.91.\n",
+      "TA McLendon\n",
+      "got: TA McLendon (), 5224 / 5749, 0.91.\n",
+      "TJ Ford\n",
+      "got: TJ Ford (215.663712), 5225 / 5749, 0.91.\n",
+      "T Boone Pickens\n",
+      "got: T Boone Pickens (646.339844), 5226 / 5749, 0.91.\n",
+      "Tab Baldwin\n",
+      "got: Tab Baldwin (448.719574), 5227 / 5749, 0.91.\n",
+      "Tab Turner\n",
+      "got: Tab Turner (1.334183), 5228 / 5749, 0.91.\n",
+      "Tabare Vazquez\n",
+      "got: Tabare Vazquez (628.045898), 5229 / 5749, 0.91.\n",
+      "Taha Yassin Ramadan\n",
+      "got: Taha Yassin Ramadan (586.42627), 5230 / 5749, 0.91.\n",
+      "Taia Balk\n",
+      "got: Taia Balk (), 5231 / 5749, 0.91.\n",
+      "Takahiro Mori\n",
+      "got: Takahiro Mori (352.211121), 5232 / 5749, 0.91.\n",
+      "Takaloo\n",
+      "got: Takaloo (25.943558), 5233 / 5749, 0.91.\n",
+      "Takashi Sorimachi\n",
+      "got: Takashi Sorimachi (528.607056), 5234 / 5749, 0.91.\n",
+      "Takashi Yamamoto\n",
+      "got: Takashi Yamamoto (360.362183), 5235 / 5749, 0.91.\n",
+      "Takenori Kanzaki\n",
+      "got: Takenori Kanzaki (313.17392), 5236 / 5749, 0.91.\n",
+      "Takeo Fukui\n",
+      "got: Takeo Fukui (340.329285), 5237 / 5749, 0.91.\n",
+      "Takeo Hiranuma\n",
+      "got: Takeo Hiranuma (367.08902), 5238 / 5749, 0.91.\n",
+      "Takeshi Kitano\n",
+      "got: Takeshi Kitano (699.069336), 5239 / 5749, 0.91.\n",
+      "Taku Yamasaki\n",
+      "got: Taku Yamasaki (378.631226), 5240 / 5749, 0.91.\n",
+      "Takuma Sato\n",
+      "got: Takuma Sato (586.966919), 5241 / 5749, 0.91.\n",
+      "Talal Keenaan\n",
+      "got: Talal Keenaan (), 5242 / 5749, 0.91.\n",
+      "Tali Imani\n",
+      "got: Tali Imani (), 5243 / 5749, 0.91.\n",
+      "Talisa Bratt\n",
+      "got: Talisa Bratt (50.067471), 5244 / 5749, 0.91.\n",
+      "Talisa Soto\n",
+      "got: Talisa Soto (523.508911), 5245 / 5749, 0.91.\n",
+      "Tamara Brooks\n",
+      "got: Tamara Brooks (304.866821), 5246 / 5749, 0.91.\n",
+      "Tamara Mowry\n",
+      "got: Tamara Mowry (), 5247 / 5749, 0.91.\n",
+      "Tamara Stokes\n",
+      "got: Tamara Stokes (), 5248 / 5749, 0.91.\n",
+      "Tamika Catchings\n",
+      "got: Tamika Catchings (529.393616), 5249 / 5749, 0.91.\n",
+      "Tammy Helm\n",
+      "got: Tammy Helm (), 5250 / 5749, 0.91.\n",
+      "Tammy Lynn Michaels\n",
+      "got: Tammy Lynn Michaels (543.473572), 5251 / 5749, 0.91.\n",
+      "Tang Jiaxuan\n",
+      "got: Tang Jiaxuan (351.27652), 5252 / 5749, 0.91.\n",
+      "Tangra Riggle\n",
+      "got: Tangra Riggle (), 5253 / 5749, 0.91.\n",
+      "Tanya Holyk\n",
+      "got: Tanya Holyk (), 5254 / 5749, 0.91.\n",
+      "Tanya Lindenmuth\n",
+      "got: Tanya Lindenmuth (219.126801), 5255 / 5749, 0.91.\n",
+      "Taoufik Mathlouthi\n",
+      "got: Taoufik Mathlouthi (), 5256 / 5749, 0.91.\n",
+      "Tara Dawn Christensen\n",
+      "got: Tara Dawn Christensen (), 5257 / 5749, 0.91.\n",
+      "Tara Kirk\n",
+      "got: Tara Kirk (338.904572), 5258 / 5749, 0.91.\n",
+      "Tara Reid\n",
+      "got: Tara Reid (690.66217), 5259 / 5749, 0.91.\n",
+      "Tara VanDerveer\n",
+      "got: Tara VanDerveer (473.679901), 5260 / 5749, 0.91.\n",
+      "Tariq Aziz\n",
+      "got: Tariq Aziz (496.534607), 5261 / 5749, 0.92.\n",
+      "Tassos Papadopoulos\n",
+      "got: Tassos Papadopoulos (392.98587), 5262 / 5749, 0.92.\n",
+      "Tatiana Gratcheva\n",
+      "got: Tatiana Gratcheva (145.297318), 5263 / 5749, 0.92.\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "got: Tatiana Kennedy Schlossberg (169.077698), 5264 / 5749, 0.92.\n",
+      "Tatiana Panova\n",
+      "got: Tatiana Panova (344.941498), 5265 / 5749, 0.92.\n",
+      "Tatiana Paus\n",
+      "got: Tatiana Paus (), 5266 / 5749, 0.92.\n",
+      "Tatiana Shchegoleva\n",
+      "got: Tatiana Shchegoleva (261.637299), 5267 / 5749, 0.92.\n",
+      "Tatjana Gsell\n",
+      "got: Tatjana Gsell (348.720825), 5268 / 5749, 0.92.\n",
+      "Tatsuya Fuji\n",
+      "got: Tatsuya Fuji (438.765625), 5269 / 5749, 0.92.\n",
+      "Tatyana Tomashova\n",
+      "got: Tatyana Tomashova (331.002136), 5270 / 5749, 0.92.\n",
+      "Taufik Hidayat\n",
+      "got: Taufik Hidayat (580.033203), 5271 / 5749, 0.92.\n",
+      "Taufik Kiemas\n",
+      "got: Taufik Kiemas (), 5272 / 5749, 0.92.\n",
+      "Tavis Smiley\n",
+      "got: Tavis Smiley (506.734833), 5273 / 5749, 0.92.\n",
+      "Taylor Twellman\n",
+      "got: Taylor Twellman (499.768921), 5274 / 5749, 0.92.\n",
+      "Taylyn Solomon\n",
+      "got: Taylyn Solomon (), 5275 / 5749, 0.92.\n",
+      "Tayshaun Prince\n",
+      "got: Tayshaun Prince (502.141449), 5276 / 5749, 0.92.\n",
+      "Tayyeb Abdel Rahim\n",
+      "got: Tayyeb Abdel Rahim (), 5277 / 5749, 0.92.\n",
+      "Ted Christopher\n",
+      "got: Ted Christopher (424.851654), 5278 / 5749, 0.92.\n",
+      "Ted Costa\n",
+      "got: Ted Costa (12.235987), 5279 / 5749, 0.92.\n",
+      "Ted Maher\n",
+      "got: Ted Maher (314.940002), 5280 / 5749, 0.92.\n",
+      "Ted Nolan\n",
+      "got: Ted Nolan (382.03241), 5281 / 5749, 0.92.\n",
+      "Ted Turner\n",
+      "got: Ted Turner (852.867676), 5282 / 5749, 0.92.\n",
+      "Ted Washington\n",
+      "got: Ted Washington (405.21994), 5283 / 5749, 0.92.\n",
+      "Ted Williams\n",
+      "got: Ted Williams (699.274536), 5284 / 5749, 0.92.\n",
+      "Teddy Kollek\n",
+      "got: Teddy Kollek (405.404877), 5285 / 5749, 0.92.\n",
+      "Terence Newman\n",
+      "got: Terence Newman (483.214294), 5286 / 5749, 0.92.\n",
+      "Teresa Graves\n",
+      "got: Teresa Graves (409.786194), 5287 / 5749, 0.92.\n",
+      "Teresa Heinz Kerry\n",
+      "got: Teresa Heinz Kerry (506.615753), 5288 / 5749, 0.92.\n",
+      "Teresa Williams\n",
+      "got: Teresa Williams (286.153229), 5289 / 5749, 0.92.\n",
+      "Teresa Worbis\n",
+      "got: Teresa Worbis (169.627808), 5290 / 5749, 0.92.\n",
+      "Teri Files\n",
+      "got: Teri Files (), 5291 / 5749, 0.92.\n",
+      "Teri Garr\n",
+      "got: Teri Garr (577.48645), 5292 / 5749, 0.92.\n",
+      "Teri ORourke\n",
+      "got: Teri ORourke (), 5293 / 5749, 0.92.\n",
+      "Terje Roed-Larsen\n",
+      "got: Terje Roed-Larsen (237.348862), 5294 / 5749, 0.92.\n",
+      "Terrell Suggs\n",
+      "got: Terrell Suggs (586.938049), 5295 / 5749, 0.92.\n",
+      "Terrence Kiel\n",
+      "got: Terrence Kiel (309.596039), 5296 / 5749, 0.92.\n",
+      "Terrence Trammell\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Terrence Trammell (381.902924), 5297 / 5749, 0.92.\n",
+      "Terri Clark\n",
+      "got: Terri Clark (542.216431), 5298 / 5749, 0.92.\n",
+      "Terry Bradshaw\n",
+      "got: Terry Bradshaw (667.129517), 5299 / 5749, 0.92.\n",
+      "Terry Gilliam\n",
+      "got: Terry Gilliam (615.400818), 5300 / 5749, 0.92.\n",
+      "Terry Hoeppner\n",
+      "got: Terry Hoeppner (335.402039), 5301 / 5749, 0.92.\n",
+      "Terry Lynn Barton\n",
+      "got: Terry Lynn Barton (47.273365), 5302 / 5749, 0.92.\n",
+      "Terry McAuliffe\n",
+      "got: Terry McAuliffe (545.399109), 5303 / 5749, 0.92.\n",
+      "Terry Semel\n",
+      "got: Terry Semel (362.229004), 5304 / 5749, 0.92.\n",
+      "Terry Stotts\n",
+      "got: Terry Stotts (440.116943), 5305 / 5749, 0.92.\n",
+      "Teruaki Masumoto\n",
+      "got: Teruaki Masumoto (303.182648), 5306 / 5749, 0.92.\n",
+      "Terunobu Maeda\n",
+      "got: Terunobu Maeda (296.507355), 5307 / 5749, 0.92.\n",
+      "Tessa Jowell\n",
+      "got: Tessa Jowell (530.865601), 5308 / 5749, 0.92.\n",
+      "Tex Ritter\n",
+      "got: Tex Ritter (537.248047), 5309 / 5749, 0.92.\n",
+      "Thabo Mbeki\n",
+      "got: Thabo Mbeki (614.177063), 5310 / 5749, 0.92.\n",
+      "Thad Matta\n",
+      "got: Thad Matta (425.854065), 5311 / 5749, 0.92.\n",
+      "Thaksin Shinawatra\n",
+      "got: Thaksin Shinawatra (872.824768), 5312 / 5749, 0.92.\n",
+      "Thalia\n",
+      "got: Thalia (66.60173), 5313 / 5749, 0.92.\n",
+      "Thanongsak Tuvinan\n",
+      "got: Thanongsak Tuvinan (), 5314 / 5749, 0.92.\n",
+      "Theo Angelopoulos\n",
+      "got: Theo Angelopoulos (517.098083), 5315 / 5749, 0.92.\n",
+      "Theo Epstein\n",
+      "got: Theo Epstein (490.242157), 5316 / 5749, 0.92.\n",
+      "Theodore Tweed Roosevelt\n",
+      "got: Theodore Tweed Roosevelt (58.706833), 5317 / 5749, 0.92.\n",
+      "Theresa Gattung\n",
+      "got: Theresa Gattung (298.691437), 5318 / 5749, 0.93.\n",
+      "Theresa May\n",
+      "got: Theresa May (1283.747681), 5319 / 5749, 0.93.\n",
+      "Thierry Falise\n",
+      "got: Thierry Falise (), 5320 / 5749, 0.93.\n",
+      "Thierry Mariani\n",
+      "got: Thierry Mariani (378.315155), 5321 / 5749, 0.93.\n",
+      "Thomas Birmingham\n",
+      "got: Thomas Birmingham (131.651352), 5322 / 5749, 0.93.\n",
+      "Thomas Bjorn\n",
+      "got: Thomas Bjorn (499.088989), 5323 / 5749, 0.93.\n",
+      "Thomas Cloyd\n",
+      "got: Thomas Cloyd (29.764721), 5324 / 5749, 0.93.\n",
+      "Thomas Daily\n",
+      "got: Thomas Daily (152.915649), 5325 / 5749, 0.93.\n",
+      "Thomas Day\n",
+      "got: Thomas Day (622.084717), 5326 / 5749, 0.93.\n",
+      "Thomas Enqvist\n",
+      "got: Thomas Enqvist (469.051086), 5327 / 5749, 0.93.\n",
+      "Thomas Fargo\n",
+      "got: Thomas Fargo (182.641159), 5328 / 5749, 0.93.\n",
+      "Thomas Ferguson\n",
+      "got: Thomas Ferguson (359.032562), 5329 / 5749, 0.93.\n",
+      "Thomas Franklin\n",
+      "got: Thomas Franklin (202.461975), 5330 / 5749, 0.93.\n",
+      "Thomas Gottschalk\n",
+      "got: Thomas Gottschalk (538.637329), 5331 / 5749, 0.93.\n",
+      "Thomas Haeggstroem\n",
+      "got: Thomas Haeggstroem (), 5332 / 5749, 0.93.\n",
+      "Thomas Kelly\n",
+      "got: Thomas Kelly (306.597473), 5333 / 5749, 0.93.\n",
+      "Thomas Klestil\n",
+      "got: Thomas Klestil (412.563385), 5334 / 5749, 0.93.\n",
+      "Thomas Malchow\n",
+      "got: Thomas Malchow (168.838806), 5335 / 5749, 0.93.\n",
+      "Thomas Manger\n",
+      "got: Thomas Manger (17.386221), 5336 / 5749, 0.93.\n",
+      "Thomas Mesereau Jr\n",
+      "got: Thomas Mesereau Jr (81.275917), 5337 / 5749, 0.93.\n",
+      "Thomas OBrien\n",
+      "got: Thomas OBrien (55.788017), 5338 / 5749, 0.93.\n",
+      "Thomas Rupprath\n",
+      "got: Thomas Rupprath (420.216278), 5339 / 5749, 0.93.\n",
+      "Thomas Scavone\n",
+      "got: Thomas Scavone (), 5340 / 5749, 0.93.\n",
+      "Thomas Stewart\n",
+      "got: Thomas Stewart (347.123566), 5341 / 5749, 0.93.\n",
+      "Thomas Ulrich\n",
+      "got: Thomas Ulrich (308.537781), 5342 / 5749, 0.93.\n",
+      "Thomas Van Essen\n",
+      "got: Thomas Van Essen (186.401581), 5343 / 5749, 0.93.\n",
+      "Thomas Watjen\n",
+      "got: Thomas Watjen (31.093704), 5344 / 5749, 0.93.\n",
+      "Thomas Weston\n",
+      "got: Thomas Weston (275.824036), 5345 / 5749, 0.93.\n",
+      "Thomas Wilkens\n",
+      "got: Thomas Wilkens (139.78949), 5346 / 5749, 0.93.\n",
+      "Thomas Wyman\n",
+      "got: Thomas Wyman (123.442116), 5347 / 5749, 0.93.\n",
+      "Thor Pedersen\n",
+      "got: Thor Pedersen (322.523682), 5348 / 5749, 0.93.\n",
+      "Tia Mowry\n",
+      "got: Tia Mowry (589.522705), 5349 / 5749, 0.93.\n",
+      "Tiago Splitter\n",
+      "got: Tiago Splitter (489.115997), 5350 / 5749, 0.93.\n",
+      "Tian Liang\n",
+      "got: Tian Liang (445.49118), 5351 / 5749, 0.93.\n",
+      "Tian Zhuang Zhuang\n",
+      "got: Tian Zhuang Zhuang (329.28363), 5352 / 5749, 0.93.\n",
+      "Tiffany Limos\n",
+      "got: Tiffany Limos (391.131958), 5353 / 5749, 0.93.\n",
+      "Tiger Woods\n",
+      "got: Tiger Woods (1289.538574), 5354 / 5749, 0.93.\n",
+      "Tim Allen\n",
+      "got: Tim Allen (639.424011), 5355 / 5749, 0.93.\n",
+      "Tim Blake Nelson\n",
+      "got: Tim Blake Nelson (684.5271), 5356 / 5749, 0.93.\n",
+      "Tim Chapman\n",
+      "got: Tim Chapman (390.07251), 5357 / 5749, 0.93.\n",
+      "Tim Conway\n",
+      "got: Tim Conway (637.794861), 5358 / 5749, 0.93.\n",
+      "Tim Curley\n",
+      "got: Tim Curley (154.06221), 5359 / 5749, 0.93.\n",
+      "Tim Curry\n",
+      "got: Tim Curry (661.631531), 5360 / 5749, 0.93.\n",
+      "Tim Duncan\n",
+      "got: Tim Duncan (705.87915), 5361 / 5749, 0.93.\n",
+      "Tim Floyd\n",
+      "got: Tim Floyd (388.990723), 5362 / 5749, 0.93.\n",
+      "Tim Henman\n",
+      "got: Tim Henman (308.332886), 5363 / 5749, 0.93.\n",
+      "Tim Howard\n",
+      "got: Tim Howard (631.378296), 5364 / 5749, 0.93.\n",
+      "Tim Jones\n",
+      "got: Tim Jones (371.593567), 5365 / 5749, 0.93.\n",
+      "Tim Lobinger\n",
+      "got: Tim Lobinger (471.600616), 5366 / 5749, 0.93.\n",
+      "Tim Lopes\n",
+      "got: Tim Lopes (371.127869), 5367 / 5749, 0.93.\n",
+      "Tim Matheson\n",
+      "got: Tim Matheson (536.797974), 5368 / 5749, 0.93.\n",
+      "Tim Norbeck\n",
+      "got: Tim Norbeck (5.267504), 5369 / 5749, 0.93.\n",
+      "Tim Pawlenty\n",
+      "got: Tim Pawlenty (633.254944), 5370 / 5749, 0.93.\n",
+      "Tim Robbins\n",
+      "got: Tim Robbins (677.78064), 5371 / 5749, 0.93.\n",
+      "Tim Salmon\n",
+      "got: Tim Salmon (453.969482), 5372 / 5749, 0.93.\n",
+      "Tim Welsh\n",
+      "got: Tim Welsh (330.208038), 5373 / 5749, 0.93.\n",
+      "Timbul Silaen\n",
+      "got: Timbul Silaen (), 5374 / 5749, 0.93.\n",
+      "Timothy Coughlin\n",
+      "got: Timothy Coughlin (181.019836), 5375 / 5749, 0.93.\n",
+      "Timothy Goebel\n",
+      "got: Timothy Goebel (373.216919), 5376 / 5749, 0.94.\n",
+      "Timothy McVeigh\n",
+      "got: Timothy McVeigh (576.475891), 5377 / 5749, 0.94.\n",
+      "Timothy Rigas\n",
+      "got: Timothy Rigas (159.473007), 5378 / 5749, 0.94.\n",
+      "Timothy Wirth\n",
+      "got: Timothy Wirth (200.233551), 5379 / 5749, 0.94.\n",
+      "Tina Andrews\n",
+      "got: Tina Andrews (359.77179), 5380 / 5749, 0.94.\n",
+      "Tina Brown\n",
+      "got: Tina Brown (466.89859), 5381 / 5749, 0.94.\n",
+      "Tina Conner\n",
+      "got: Tina Conner (), 5382 / 5749, 0.94.\n",
+      "Tina Fey\n",
+      "got: Tina Fey (723.562012), 5383 / 5749, 0.94.\n",
+      "Tina Pisnik\n",
+      "got: Tina Pisnik (330.892822), 5384 / 5749, 0.94.\n",
+      "Tina Sinatra\n",
+      "got: Tina Sinatra (537.686035), 5385 / 5749, 0.94.\n",
+      "Tino Martinez\n",
+      "got: Tino Martinez (531.114136), 5386 / 5749, 0.94.\n",
+      "Tippi Hedren\n",
+      "got: Tippi Hedren (582.576416), 5387 / 5749, 0.94.\n",
+      "Tirunesh Dibaba\n",
+      "got: Tirunesh Dibaba (497.729858), 5388 / 5749, 0.94.\n",
+      "Toby Keith\n",
+      "got: Toby Keith (671.036621), 5389 / 5749, 0.94.\n",
+      "Tocker Pudwill\n",
+      "got: Tocker Pudwill (), 5390 / 5749, 0.94.\n",
+      "Todd Haynes\n",
+      "got: Todd Haynes (529.499878), 5391 / 5749, 0.94.\n",
+      "Todd MacCulloch\n",
+      "got: Todd MacCulloch (384.488678), 5392 / 5749, 0.94.\n",
+      "Todd Parrott\n",
+      "got: Todd Parrott (317.564148), 5393 / 5749, 0.94.\n",
+      "Todd Petit\n",
+      "got: Todd Petit (0.979769), 5394 / 5749, 0.94.\n",
+      "Todd Reid\n",
+      "got: Todd Reid (334.629608), 5395 / 5749, 0.94.\n",
+      "Todd Robbins\n",
+      "got: Todd Robbins (327.12912), 5396 / 5749, 0.94.\n",
+      "Todd Wike\n",
+      "got: Todd Wike (), 5397 / 5749, 0.94.\n",
+      "Tom Amstutz\n",
+      "got: Tom Amstutz (302.483215), 5398 / 5749, 0.94.\n",
+      "Tom Brady\n",
+      "got: Tom Brady (904.042419), 5399 / 5749, 0.94.\n",
+      "Tom Brennan\n",
+      "got: Tom Brennan (373.951141), 5400 / 5749, 0.94.\n",
+      "Tom Christerson\n",
+      "got: Tom Christerson (136.70108), 5401 / 5749, 0.94.\n",
+      "Tom Coughlin\n",
+      "got: Tom Coughlin (544.974426), 5402 / 5749, 0.94.\n",
+      "Tom Coverdale\n",
+      "got: Tom Coverdale (245.648148), 5403 / 5749, 0.94.\n",
+      "Tom Craddick\n",
+      "got: Tom Craddick (364.65686), 5404 / 5749, 0.94.\n",
+      "Tom Crean\n",
+      "got: Tom Crean (469.795227), 5405 / 5749, 0.94.\n",
+      "Tom Cruise\n",
+      "got: Tom Cruise (861.292175), 5406 / 5749, 0.94.\n",
+      "Tom Curley\n",
+      "got: Tom Curley (299.530365), 5407 / 5749, 0.94.\n",
+      "Tom Daschle\n",
+      "got: Tom Daschle (481.400757), 5408 / 5749, 0.94.\n",
+      "Tom DeLay\n",
+      "got: Tom DeLay (611.427185), 5409 / 5749, 0.94.\n",
+      "Tom Foy\n",
+      "got: Tom Foy (262.528656), 5410 / 5749, 0.94.\n",
+      "Tom Gamboa\n",
+      "got: Tom Gamboa (337.174835), 5411 / 5749, 0.94.\n",
+      "Tom Glavine\n",
+      "got: Tom Glavine (611.311462), 5412 / 5749, 0.94.\n",
+      "Tom Hanks\n",
+      "got: Tom Hanks (809.91095), 5413 / 5749, 0.94.\n",
+      "Tom Hanusik\n",
+      "got: Tom Hanusik (), 5414 / 5749, 0.94.\n",
+      "Tom Harkin\n",
+      "got: Tom Harkin (591.285156), 5415 / 5749, 0.94.\n",
+      "Tom Izzo\n",
+      "got: Tom Izzo (533.477478), 5416 / 5749, 0.94.\n",
+      "Tom Jones\n",
+      "got: Tom Jones (1149.961914), 5417 / 5749, 0.94.\n",
+      "Tom Kelly\n",
+      "got: Tom Kelly (474.980591), 5418 / 5749, 0.94.\n",
+      "Tom Koenigs\n",
+      "got: Tom Koenigs (273.95636), 5419 / 5749, 0.94.\n",
+      "Tom Lantos\n",
+      "got: Tom Lantos (453.309784), 5420 / 5749, 0.94.\n",
+      "Tom McClintock\n",
+      "got: Tom McClintock (517.47467), 5421 / 5749, 0.94.\n",
+      "Tom Miller\n",
+      "got: Tom Miller (380.066742), 5422 / 5749, 0.94.\n",
+      "Tom Moss\n",
+      "got: Tom Moss (203.388474), 5423 / 5749, 0.94.\n",
+      "Tom OBrien\n",
+      "got: Tom OBrien (69.936302), 5424 / 5749, 0.94.\n",
+      "Tom Osborne\n",
+      "got: Tom Osborne (519.506042), 5425 / 5749, 0.94.\n",
+      "Tom Poston\n",
+      "got: Tom Poston (500.694672), 5426 / 5749, 0.94.\n",
+      "Tom Reilly\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Tom Reilly (348.205078), 5427 / 5749, 0.94.\n",
+      "Tom Ridge\n",
+      "got: Tom Ridge (478.361115), 5428 / 5749, 0.94.\n",
+      "Tom Rouen\n",
+      "got: Tom Rouen (373.979523), 5429 / 5749, 0.94.\n",
+      "Tom Schnackenberg\n",
+      "got: Tom Schnackenberg (236.835205), 5430 / 5749, 0.94.\n",
+      "Tom Scully\n",
+      "got: Tom Scully (421.385193), 5431 / 5749, 0.94.\n",
+      "Tom Sizemore\n",
+      "got: Tom Sizemore (557.579712), 5432 / 5749, 0.94.\n",
+      "Tom Smothers\n",
+      "got: Tom Smothers (428.518799), 5433 / 5749, 0.95.\n",
+      "Tom Tunney\n",
+      "got: Tom Tunney (332.73114), 5434 / 5749, 0.95.\n",
+      "Tom Vilsack\n",
+      "got: Tom Vilsack (459.491028), 5435 / 5749, 0.95.\n",
+      "Tom Watson\n",
+      "got: Tom Watson (574.856812), 5436 / 5749, 0.95.\n",
+      "Tom Welch\n",
+      "got: Tom Welch (181.922333), 5437 / 5749, 0.95.\n",
+      "Tomas Enge\n",
+      "got: Tomas Enge (429.867218), 5438 / 5749, 0.95.\n",
+      "Tomas Malik\n",
+      "got: Tomas Malik (138.80835), 5439 / 5749, 0.95.\n",
+      "Tommy Amaker\n",
+      "got: Tommy Amaker (412.828217), 5440 / 5749, 0.95.\n",
+      "Tommy Franks\n",
+      "got: Tommy Franks (464.950409), 5441 / 5749, 0.95.\n",
+      "Tommy Haas\n",
+      "got: Tommy Haas (587.369385), 5442 / 5749, 0.95.\n",
+      "Tommy Lasorda\n",
+      "got: Tommy Lasorda (596.192871), 5443 / 5749, 0.95.\n",
+      "Tommy Lewis\n",
+      "got: Tommy Lewis (299.136597), 5444 / 5749, 0.95.\n",
+      "Tommy Maddox\n",
+      "got: Tommy Maddox (457.709198), 5445 / 5749, 0.95.\n",
+      "Tommy Robredo\n",
+      "got: Tommy Robredo (579.467346), 5446 / 5749, 0.95.\n",
+      "Tommy Shane Steiner\n",
+      "got: Tommy Shane Steiner (434.891418), 5447 / 5749, 0.95.\n",
+      "Tommy Thompson\n",
+      "got: Tommy Thompson (472.520935), 5448 / 5749, 0.95.\n",
+      "Tommy Tubberville\n",
+      "got: Tommy Tubberville (232.409332), 5449 / 5749, 0.95.\n",
+      "Tomoko Hagiwara\n",
+      "got: Tomoko Hagiwara (406.471191), 5450 / 5749, 0.95.\n",
+      "Tomomi Morita\n",
+      "got: Tomomi Morita (347.350861), 5451 / 5749, 0.95.\n",
+      "Tonga\n",
+      "got: Tonga (118.679787), 5452 / 5749, 0.95.\n",
+      "Toni Braxton\n",
+      "got: Toni Braxton (708.908325), 5453 / 5749, 0.95.\n",
+      "Toni Jennings\n",
+      "got: Toni Jennings (308.574615), 5454 / 5749, 0.95.\n",
+      "Tonino Guerra\n",
+      "got: Tonino Guerra (469.84671), 5455 / 5749, 0.95.\n",
+      "Tono Suratman\n",
+      "got: Tono Suratman (243.20166), 5456 / 5749, 0.95.\n",
+      "Tony Bennett\n",
+      "got: Tony Bennett (849.830078), 5457 / 5749, 0.95.\n",
+      "Tony Blair\n",
+      "got: Tony Blair (1335.829102), 5458 / 5749, 0.95.\n",
+      "Tony Clement\n",
+      "got: Tony Clement (447.659393), 5459 / 5749, 0.95.\n",
+      "Tony Cummo\n",
+      "got: Tony Cummo (), 5460 / 5749, 0.95.\n",
+      "Tony Curtis\n",
+      "got: Tony Curtis (645.173157), 5461 / 5749, 0.95.\n",
+      "Tony Elias\n",
+      "got: Tony Elias (161.407028), 5462 / 5749, 0.95.\n",
+      "Tony Fernandes\n",
+      "got: Tony Fernandes (483.459137), 5463 / 5749, 0.95.\n",
+      "Tony LaRussa\n",
+      "got: Tony LaRussa (318.187775), 5464 / 5749, 0.95.\n",
+      "Tony Parker\n",
+      "got: Tony Parker (720.608032), 5465 / 5749, 0.95.\n",
+      "Tony Shalhoub\n",
+      "got: Tony Shalhoub (621.55835), 5466 / 5749, 0.95.\n",
+      "Tony Stewart\n",
+      "got: Tony Stewart (775.111328), 5467 / 5749, 0.95.\n",
+      "Tonya Payne\n",
+      "got: Tonya Payne (142.276917), 5468 / 5749, 0.95.\n",
+      "Tora Takagi\n",
+      "got: Tora Takagi (280.644501), 5469 / 5749, 0.95.\n",
+      "Tori Amos\n",
+      "got: Tori Amos (637.722839), 5470 / 5749, 0.95.\n",
+      "Torri Edwards\n",
+      "got: Torri Edwards (358.252563), 5471 / 5749, 0.95.\n",
+      "Toshi Izawa\n",
+      "got: Toshi Izawa (184.156998), 5472 / 5749, 0.95.\n",
+      "Toshihiko Fukui\n",
+      "got: Toshihiko Fukui (325.214935), 5473 / 5749, 0.95.\n",
+      "Toshimitsu Motegi\n",
+      "got: Toshimitsu Motegi (383.417053), 5474 / 5749, 0.95.\n",
+      "Toutai Kefu\n",
+      "got: Toutai Kefu (361.8367), 5475 / 5749, 0.95.\n",
+      "Tracee Ellis Ross\n",
+      "got: Tracee Ellis Ross (802.425781), 5476 / 5749, 0.95.\n",
+      "Tracee Treadwell\n",
+      "got: Tracee Treadwell (), 5477 / 5749, 0.95.\n",
+      "Tracy McGrady\n",
+      "got: Tracy McGrady (659.328796), 5478 / 5749, 0.95.\n",
+      "Tracy Wyle\n",
+      "got: Tracy Wyle (151.034729), 5479 / 5749, 0.95.\n",
+      "Travis Rudolph\n",
+      "got: Travis Rudolph (412.817291), 5480 / 5749, 0.95.\n",
+      "Trent Lott\n",
+      "got: Trent Lott (674.996521), 5481 / 5749, 0.95.\n",
+      "Trevor McDonald\n",
+      "got: Trevor McDonald (538.735901), 5482 / 5749, 0.95.\n",
+      "Trevor Watson\n",
+      "got: Trevor Watson (145.069901), 5483 / 5749, 0.95.\n",
+      "Trisha Meili\n",
+      "got: Trisha Meili (197.972839), 5484 / 5749, 0.95.\n",
+      "Trista Rehn\n",
+      "got: Trista Rehn (214.000381), 5485 / 5749, 0.95.\n",
+      "Tristan Gretzky\n",
+      "got: Tristan Gretzky (340.266785), 5486 / 5749, 0.95.\n",
+      "Troy Aikman\n",
+      "got: Troy Aikman (655.306885), 5487 / 5749, 0.95.\n",
+      "Troy Garity\n",
+      "got: Troy Garity (490.198486), 5488 / 5749, 0.95.\n",
+      "Troy Hudson\n",
+      "got: Troy Hudson (359.998322), 5489 / 5749, 0.95.\n",
+      "Troy Jenkins\n",
+      "got: Troy Jenkins (111.912598), 5490 / 5749, 0.95.\n",
+      "Troy Polamalu\n",
+      "got: Troy Polamalu (600.910583), 5491 / 5749, 0.96.\n",
+      "Trudi Lacey\n",
+      "got: Trudi Lacey (290.337891), 5492 / 5749, 0.96.\n",
+      "Tsutomu Takebe\n",
+      "got: Tsutomu Takebe (342.793793), 5493 / 5749, 0.96.\n",
+      "Tubby Smith\n",
+      "got: Tubby Smith (494.088928), 5494 / 5749, 0.96.\n",
+      "Tuncay Sanli\n",
+      "got: Tuncay Sanli (546.843445), 5495 / 5749, 0.96.\n",
+      "Tung Chee-hwa\n",
+      "got: Tung Chee-hwa (694.920044), 5496 / 5749, 0.96.\n",
+      "Turner Gill\n",
+      "got: Turner Gill (446.988312), 5497 / 5749, 0.96.\n",
+      "Turner Stevenson\n",
+      "got: Turner Stevenson (311.800171), 5498 / 5749, 0.96.\n",
+      "Ty Votaw\n",
+      "got: Ty Votaw (278.852234), 5499 / 5749, 0.96.\n",
+      "Tyler Grillo\n",
+      "got: Tyler Grillo (), 5500 / 5749, 0.96.\n",
+      "Tyler Hamilton\n",
+      "got: Tyler Hamilton (492.067444), 5501 / 5749, 0.96.\n",
+      "Tyra Banks\n",
+      "got: Tyra Banks (777.084778), 5502 / 5749, 0.96.\n",
+      "Tyron Garner\n",
+      "got: Tyron Garner (), 5503 / 5749, 0.96.\n",
+      "Tyrone Medley\n",
+      "got: Tyrone Medley (), 5504 / 5749, 0.96.\n",
+      "Tzipora Obziler\n",
+      "got: Tzipora Obziler (331.358246), 5505 / 5749, 0.96.\n",
+      "Uday Hussein\n",
+      "got: Uday Hussein (534.86676), 5506 / 5749, 0.96.\n",
+      "Ulrich Kueperkoch\n",
+      "got: Ulrich Kueperkoch (), 5507 / 5749, 0.96.\n",
+      "Uma Thurman\n",
+      "got: Uma Thurman (696.717285), 5508 / 5749, 0.96.\n",
+      "Uri Lopolianski\n",
+      "got: Uri Lopolianski (), 5509 / 5749, 0.96.\n",
+      "Urmila Matondkar\n",
+      "got: Urmila Matondkar (576.72229), 5510 / 5749, 0.96.\n",
+      "Uthai Pimchaichon\n",
+      "got: Uthai Pimchaichon (16.070299), 5511 / 5749, 0.96.\n",
+      "Uzi Even\n",
+      "got: Uzi Even (299.548798), 5512 / 5749, 0.96.\n",
+      "Uzi Landau\n",
+      "got: Uzi Landau (338.540985), 5513 / 5749, 0.96.\n",
+      "Vaclav Havel\n",
+      "got: Vaclav Havel (896.354675), 5514 / 5749, 0.96.\n",
+      "Vaclav Klaus\n",
+      "got: Vaclav Klaus (533.754333), 5515 / 5749, 0.96.\n",
+      "Vadim Devyatovskiy\n",
+      "got: Vadim Devyatovskiy (359.361359), 5516 / 5749, 0.96.\n",
+      "Vadim Strogalev\n",
+      "got: Vadim Strogalev (179.563629), 5517 / 5749, 0.96.\n",
+      "Vagit Alekperov\n",
+      "got: Vagit Alekperov (432.349335), 5518 / 5749, 0.96.\n",
+      "Val Ackerman\n",
+      "got: Val Ackerman (357.178314), 5519 / 5749, 0.96.\n",
+      "Valdas Adamkus\n",
+      "got: Valdas Adamkus (445.956909), 5520 / 5749, 0.96.\n",
+      "Valentina Cervi\n",
+      "got: Valentina Cervi (440.540802), 5521 / 5749, 0.96.\n",
+      "Valentina Tereshkova\n",
+      "got: Valentina Tereshkova (578.349915), 5522 / 5749, 0.96.\n",
+      "Valentino Rossi\n",
+      "got: Valentino Rossi (760.832642), 5523 / 5749, 0.96.\n",
+      "Valeri Bure\n",
+      "got: Valeri Bure (516.972046), 5524 / 5749, 0.96.\n",
+      "Valerie Harper\n",
+      "got: Valerie Harper (567.461609), 5525 / 5749, 0.96.\n",
+      "Valerie Thwaites\n",
+      "got: Valerie Thwaites (), 5526 / 5749, 0.96.\n",
+      "Valery Giscard dEstaing\n",
+      "got: Valery Giscard dEstaing (165.867035), 5527 / 5749, 0.96.\n",
+      "Valorie Brabazon\n",
+      "got: Valorie Brabazon (), 5528 / 5749, 0.96.\n",
+      "Van Hilley\n",
+      "got: Van Hilley (1.138939), 5529 / 5749, 0.96.\n",
+      "Vanessa Incontrada\n",
+      "got: Vanessa Incontrada (494.470978), 5530 / 5749, 0.96.\n",
+      "Vanessa Laine\n",
+      "got: Vanessa Laine (353.123566), 5531 / 5749, 0.96.\n",
+      "Vanessa Redgrave\n",
+      "got: Vanessa Redgrave (730.237793), 5532 / 5749, 0.96.\n",
+      "Vanessa Williams\n",
+      "got: Vanessa Williams (678.227661), 5533 / 5749, 0.96.\n",
+      "Vassilis Xiros\n",
+      "got: Vassilis Xiros (2.662784), 5534 / 5749, 0.96.\n",
+      "Vecdi Gonul\n",
+      "got: Vecdi Gonul (405.043427), 5535 / 5749, 0.96.\n",
+      "Venus Williams\n",
+      "got: Venus Williams (1015.578308), 5536 / 5749, 0.96.\n",
+      "Vernon Forrest\n",
+      "got: Vernon Forrest (423.396484), 5537 / 5749, 0.96.\n",
+      "Veronica Lake\n",
+      "got: Veronica Lake (552.166077), 5538 / 5749, 0.96.\n",
+      "Viara Vike-Freiberga\n",
+      "got: Viara Vike-Freiberga (), 5539 / 5749, 0.96.\n",
+      "Vicente Fernandez\n",
+      "got: Vicente Fernandez (711.946411), 5540 / 5749, 0.96.\n",
+      "Vicente Fox\n",
+      "got: Vicente Fox (609.869995), 5541 / 5749, 0.96.\n",
+      "Vicente Fox de la Concha\n",
+      "got: Vicente Fox de la Concha (), 5542 / 5749, 0.96.\n",
+      "Vicki Zhao Wei\n",
+      "got: Vicki Zhao Wei (503.93222), 5543 / 5749, 0.96.\n",
+      "Victor Garber\n",
+      "got: Victor Garber (575.156494), 5544 / 5749, 0.96.\n",
+      "Victor Hanescu\n",
+      "got: Victor Hanescu (450.162292), 5545 / 5749, 0.96.\n",
+      "Victor Kraatz\n",
+      "got: Victor Kraatz (411.216675), 5546 / 5749, 0.96.\n",
+      "Victoria Beckham\n",
+      "got: Victoria Beckham (711.267517), 5547 / 5749, 0.96.\n",
+      "Victoria Clarke\n",
+      "got: Victoria Clarke (228.552094), 5548 / 5749, 0.97.\n",
+      "Vidar Helgesen\n",
+      "got: Vidar Helgesen (328.319672), 5549 / 5749, 0.97.\n",
+      "Vijay Nambiar\n",
+      "got: Vijay Nambiar (134.564087), 5550 / 5749, 0.97.\n",
+      "Viktor Yushchenko\n",
+      "got: Viktor Yushchenko (552.624939), 5551 / 5749, 0.97.\n",
+      "Vin Diesel\n",
+      "got: Vin Diesel (711.123535), 5552 / 5749, 0.97.\n",
+      "Vince Carter\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Vince Carter (673.061768), 5553 / 5749, 0.97.\n",
+      "Vince Dooley\n",
+      "got: Vince Dooley (473.480042), 5554 / 5749, 0.97.\n",
+      "Vince Gill\n",
+      "got: Vince Gill (662.818787), 5555 / 5749, 0.97.\n",
+      "Vince Vaughan\n",
+      "got: Vince Vaughan (288.743683), 5556 / 5749, 0.97.\n",
+      "Vincent Brooks\n",
+      "got: Vincent Brooks (171.292221), 5557 / 5749, 0.97.\n",
+      "Vincent Cianci Jr\n",
+      "got: Vincent Cianci Jr (635.678162), 5558 / 5749, 0.97.\n",
+      "Vincent Gallo\n",
+      "got: Vincent Gallo (559.862366), 5559 / 5749, 0.97.\n",
+      "Vincent Sombrotto\n",
+      "got: Vincent Sombrotto (258.96344), 5560 / 5749, 0.97.\n",
+      "Vincent Spadea\n",
+      "got: Vincent Spadea (212.197968), 5561 / 5749, 0.97.\n",
+      "Vinnie Jones\n",
+      "got: Vinnie Jones (621.057251), 5562 / 5749, 0.97.\n",
+      "Viola Davis\n",
+      "got: Viola Davis (678.605591), 5563 / 5749, 0.97.\n",
+      "Virgina Ruano Pascal\n",
+      "got: Virgina Ruano Pascal (), 5564 / 5749, 0.97.\n",
+      "Vitali Klitschko\n",
+      "got: Vitali Klitschko (647.046631), 5565 / 5749, 0.97.\n",
+      "Vivica Fox\n",
+      "got: Vivica Fox (515.268921), 5566 / 5749, 0.97.\n",
+      "Vladimir Golovlyov\n",
+      "got: Vladimir Golovlyov (242.408783), 5567 / 5749, 0.97.\n",
+      "Vladimir Meciar\n",
+      "got: Vladimir Meciar (460.858032), 5568 / 5749, 0.97.\n",
+      "Vladimir Putin\n",
+      "got: Vladimir Putin (1266.172363), 5569 / 5749, 0.97.\n",
+      "Vladimir Spidla\n",
+      "got: Vladimir Spidla (382.684998), 5570 / 5749, 0.97.\n",
+      "Vladimir Ustinov\n",
+      "got: Vladimir Ustinov (344.691803), 5571 / 5749, 0.97.\n",
+      "Vladimir Voltchkov\n",
+      "got: Vladimir Voltchkov (346.323029), 5572 / 5749, 0.97.\n",
+      "Vladimiro Montesinos\n",
+      "got: Vladimiro Montesinos (433.929352), 5573 / 5749, 0.97.\n",
+      "Vojislav Kostunica\n",
+      "got: Vojislav Kostunica (473.306396), 5574 / 5749, 0.97.\n",
+      "Vojislav Seselj\n",
+      "got: Vojislav Seselj (614.508667), 5575 / 5749, 0.97.\n",
+      "Vyacheslav Fetisov\n",
+      "got: Vyacheslav Fetisov (256.137726), 5576 / 5749, 0.97.\n",
+      "Vytas Danelius\n",
+      "got: Vytas Danelius (), 5577 / 5749, 0.97.\n",
+      "Walid Al-Awadi\n",
+      "got: Walid Al-Awadi (208.858704), 5578 / 5749, 0.97.\n",
+      "Wallace Capel\n",
+      "got: Wallace Capel (), 5579 / 5749, 0.97.\n",
+      "Wally Szczerbiak\n",
+      "HTTP Error 503: Service Unavailable Wally Szczerbiak\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Wally Szczerbiak (465.851624), 5580 / 5749, 0.97.\n",
+      "Walt Harris\n",
+      "got: Walt Harris (383.871887), 5581 / 5749, 0.97.\n",
+      "Walter Annenberg\n",
+      "got: Walter Annenberg (424.344604), 5582 / 5749, 0.97.\n",
+      "Walter Mondale\n",
+      "got: Walter Mondale (611.593628), 5583 / 5749, 0.97.\n",
+      "Walter Woods\n",
+      "got: Walter Woods (206.684113), 5584 / 5749, 0.97.\n",
+      "Wan Yanhai\n",
+      "got: Wan Yanhai (306.918793), 5585 / 5749, 0.97.\n",
+      "Wanda Ilene Barzee\n",
+      "got: Wanda Ilene Barzee (), 5586 / 5749, 0.97.\n",
+      "Wanda de la Jesus\n",
+      "got: Wanda de la Jesus (24.77454), 5587 / 5749, 0.97.\n",
+      "Wang Fei\n",
+      "got: Wang Fei (389.863495), 5588 / 5749, 0.97.\n",
+      "Wang Hailan\n",
+      "got: Wang Hailan (24.017693), 5589 / 5749, 0.97.\n",
+      "Wang Nan\n",
+      "got: Wang Nan (538.952637), 5590 / 5749, 0.97.\n",
+      "Wang Yi\n",
+      "got: Wang Yi (521.604187), 5591 / 5749, 0.97.\n",
+      "Wang Yingfan\n",
+      "got: Wang Yingfan (188.906082), 5592 / 5749, 0.97.\n",
+      "Ward Cuff\n",
+      "got: Ward Cuff (299.615326), 5593 / 5749, 0.97.\n",
+      "Warren Beatty\n",
+      "got: Warren Beatty (714.117493), 5594 / 5749, 0.97.\n",
+      "Warren Buffett\n",
+      "got: Warren Buffett (729.336609), 5595 / 5749, 0.97.\n",
+      "Warren Granados\n",
+      "got: Warren Granados (293.0578), 5596 / 5749, 0.97.\n",
+      "Warren Truss\n",
+      "got: Warren Truss (407.846802), 5597 / 5749, 0.97.\n",
+      "Wayne Allard\n",
+      "got: Wayne Allard (356.755157), 5598 / 5749, 0.97.\n",
+      "Wayne Brady\n",
+      "got: Wayne Brady (598.813904), 5599 / 5749, 0.97.\n",
+      "Wayne Ferreira\n",
+      "got: Wayne Ferreira (536.001892), 5600 / 5749, 0.97.\n",
+      "Wayne Gretzky\n",
+      "got: Wayne Gretzky (702.444397), 5601 / 5749, 0.97.\n",
+      "Wayne Newton\n",
+      "got: Wayne Newton (658.320251), 5602 / 5749, 0.97.\n",
+      "Wei Wu\n",
+      "got: Wei Wu (632.248413), 5603 / 5749, 0.97.\n",
+      "Wen Ho Lee\n",
+      "got: Wen Ho Lee (487.269775), 5604 / 5749, 0.97.\n",
+      "Wen Jiabao\n",
+      "got: Wen Jiabao (579.018738), 5605 / 5749, 0.97.\n",
+      "Wendell Bryant\n",
+      "got: Wendell Bryant (317.035522), 5606 / 5749, 0.98.\n",
+      "Wendy Kennedy\n",
+      "got: Wendy Kennedy (153.005127), 5607 / 5749, 0.98.\n",
+      "Wendy Selig\n",
+      "got: Wendy Selig (239.679306), 5608 / 5749, 0.98.\n",
+      "Werner Schlager\n",
+      "got: Werner Schlager (424.154572), 5609 / 5749, 0.98.\n",
+      "Wes Craven\n",
+      "got: Wes Craven (596.090942), 5610 / 5749, 0.98.\n",
+      "Wesley Clark\n",
+      "got: Wesley Clark (549.005493), 5611 / 5749, 0.98.\n",
+      "Whoopi Goldberg\n",
+      "got: Whoopi Goldberg (726.12616), 5612 / 5749, 0.98.\n",
+      "Wilbert Elki Meza Majino\n",
+      "got: Wilbert Elki Meza Majino (), 5613 / 5749, 0.98.\n",
+      "Wilbert Foy\n",
+      "got: Wilbert Foy (), 5614 / 5749, 0.98.\n",
+      "Wilfredo Moreno\n",
+      "got: Wilfredo Moreno (164.103088), 5615 / 5749, 0.98.\n",
+      "Will Ferrell\n",
+      "got: Will Ferrell (641.796936), 5616 / 5749, 0.98.\n",
+      "Will Ofenheusle\n",
+      "got: Will Ofenheusle (), 5617 / 5749, 0.98.\n",
+      "Will Self\n",
+      "got: Will Self (453.620087), 5618 / 5749, 0.98.\n",
+      "Will Smith\n",
+      "got: Will Smith (732.869202), 5619 / 5749, 0.98.\n",
+      "Will Young\n",
+      "got: Will Young (533.111755), 5620 / 5749, 0.98.\n",
+      "William Bratton\n",
+      "got: William Bratton (433.041473), 5621 / 5749, 0.98.\n",
+      "William Bulger\n",
+      "got: William Bulger (419.601715), 5622 / 5749, 0.98.\n",
+      "William Burns\n",
+      "got: William Burns (213.268646), 5623 / 5749, 0.98.\n",
+      "William Cocksedge\n",
+      "got: William Cocksedge (), 5624 / 5749, 0.98.\n",
+      "William Delahunt\n",
+      "got: William Delahunt (339.879059), 5625 / 5749, 0.98.\n",
+      "William Donaldson\n",
+      "got: William Donaldson (347.200928), 5626 / 5749, 0.98.\n",
+      "William Ford Jr\n",
+      "got: William Ford Jr (352.297028), 5627 / 5749, 0.98.\n",
+      "William Genego\n",
+      "got: William Genego (), 5628 / 5749, 0.98.\n",
+      "William Harrison\n",
+      "got: William Harrison (368.792999), 5629 / 5749, 0.98.\n",
+      "William Hochul\n",
+      "got: William Hochul (143.990204), 5630 / 5749, 0.98.\n",
+      "William Hurt\n",
+      "got: William Hurt (613.883362), 5631 / 5749, 0.98.\n",
+      "William Hyde\n",
+      "got: William Hyde (323.124084), 5632 / 5749, 0.98.\n",
+      "William Jackson\n",
+      "got: William Jackson (418.082001), 5633 / 5749, 0.98.\n",
+      "William Joppy\n",
+      "got: William Joppy (359.415588), 5634 / 5749, 0.98.\n",
+      "William Macy\n",
+      "got: William Macy (288.544769), 5635 / 5749, 0.98.\n",
+      "William Martin\n",
+      "got: William Martin (492.353394), 5636 / 5749, 0.98.\n",
+      "William McDonough\n",
+      "got: William McDonough (390.576996), 5637 / 5749, 0.98.\n",
+      "William Morrow\n",
+      "got: William Morrow (795.825989), 5638 / 5749, 0.98.\n",
+      "William Murabito\n",
+      "got: William Murabito (135.194824), 5639 / 5749, 0.98.\n",
+      "William Nessen\n",
+      "got: William Nessen (151.393738), 5640 / 5749, 0.98.\n",
+      "William Overlin\n",
+      "got: William Overlin (), 5641 / 5749, 0.98.\n",
+      "William Perry\n",
+      "got: William Perry (572.459534), 5642 / 5749, 0.98.\n",
+      "William Pryor Jr\n",
+      "got: William Pryor Jr (264.871094), 5643 / 5749, 0.98.\n",
+      "William Ragland\n",
+      "got: William Ragland (2.24567), 5644 / 5749, 0.98.\n",
+      "William Rehnquist\n",
+      "got: William Rehnquist (568.446594), 5645 / 5749, 0.98.\n",
+      "William Rosenberg\n",
+      "got: William Rosenberg (357.370117), 5646 / 5749, 0.98.\n",
+      "William Shatner\n",
+      "got: William Shatner (814.138184), 5647 / 5749, 0.98.\n",
+      "William Swor\n",
+      "got: William Swor (), 5648 / 5749, 0.98.\n",
+      "William Umbach\n",
+      "got: William Umbach (148.740997), 5649 / 5749, 0.98.\n",
+      "William Webster\n",
+      "got: William Webster (200.5345), 5650 / 5749, 0.98.\n",
+      "Willie Nelson\n",
+      "got: Willie Nelson (844.78064), 5651 / 5749, 0.98.\n",
+      "Willie Wilson\n",
+      "got: Willie Wilson (436.904114), 5652 / 5749, 0.98.\n",
+      "Willis Roberts\n",
+      "got: Willis Roberts (238.533386), 5653 / 5749, 0.98.\n",
+      "Wilma McNabb\n",
+      "got: Wilma McNabb (142.860657), 5654 / 5749, 0.98.\n",
+      "Wilson Alvarez\n",
+      "got: Wilson Alvarez (370.088104), 5655 / 5749, 0.98.\n",
+      "Wilton Gregory\n",
+      "got: Wilton Gregory (298.382965), 5656 / 5749, 0.98.\n",
+      "Wim Duisenberg\n",
+      "got: Wim Duisenberg (419.490234), 5657 / 5749, 0.98.\n",
+      "Win Aung\n",
+      "got: Win Aung (269.283203), 5658 / 5749, 0.98.\n",
+      "Winona Ryder\n",
+      "got: Winona Ryder (725.973755), 5659 / 5749, 0.98.\n",
+      "Winston Churchill\n",
+      "got: Winston Churchill (1608.53479), 5660 / 5749, 0.98.\n",
+      "Wolfgang Becker\n",
+      "got: Wolfgang Becker (384.199463), 5661 / 5749, 0.98.\n",
+      "Wolfgang Clement\n",
+      "got: Wolfgang Clement (399.761169), 5662 / 5749, 0.98.\n",
+      "Wolfgang Schneiderhan\n",
+      "got: Wolfgang Schneiderhan (360.147003), 5663 / 5749, 0.99.\n",
+      "Wolfgang Schuessel\n",
+      "got: Wolfgang Schuessel (208.816833), 5664 / 5749, 0.99.\n",
+      "Wolfgang Schwarz\n",
+      "got: Wolfgang Schwarz (342.444183), 5665 / 5749, 0.99.\n",
+      "Woodrow Stanley\n",
+      "got: Woodrow Stanley (276.308838), 5666 / 5749, 0.99.\n",
+      "Woody Allen\n",
+      "got: Woody Allen (810.198608), 5667 / 5749, 0.99.\n",
+      "Wu Peng\n",
+      "got: Wu Peng (331.505554), 5668 / 5749, 0.99.\n",
+      "Wu Yi\n",
+      "got: Wu Yi (448.696655), 5669 / 5749, 0.99.\n",
+      "Wycliffe Grousbeck\n",
+      "got: Wycliffe Grousbeck (185.199326), 5670 / 5749, 0.99.\n",
+      "Xanana Gusmao\n",
+      "got: Xanana Gusmao (484.907318), 5671 / 5749, 0.99.\n",
+      "Xavier Malisse\n",
+      "got: Xavier Malisse (481.239868), 5672 / 5749, 0.99.\n",
+      "Xiang Huaicheng\n",
+      "got: Xiang Huaicheng (262.996063), 5673 / 5749, 0.99.\n",
+      "Xiang Liu\n",
+      "got: Xiang Liu (368.515961), 5674 / 5749, 0.99.\n",
+      "Xiang Xu\n",
+      "got: Xiang Xu (143.712387), 5675 / 5749, 0.99.\n",
+      "Ximena Bohorquez\n",
+      "got: Ximena Bohorquez (234.766403), 5676 / 5749, 0.99.\n",
+      "Yale Kamisar\n",
+      "got: Yale Kamisar (287.412445), 5677 / 5749, 0.99.\n",
+      "Yana Klochkova\n",
+      "got: Yana Klochkova (447.094208), 5678 / 5749, 0.99.\n",
+      "Yang Hee Kim\n",
+      "got: Yang Hee Kim (194.474564), 5679 / 5749, 0.99.\n",
+      "Yang Jianli\n",
+      "got: Yang Jianli (392.466064), 5680 / 5749, 0.99.\n",
+      "Yang Pao-yu\n",
+      "got: Yang Pao-yu (197.901871), 5681 / 5749, 0.99.\n",
+      "Yann Martel\n",
+      "got: Yann Martel (469.391907), 5682 / 5749, 0.99.\n",
+      "Yannos Papantoniou\n",
+      "got: Yannos Papantoniou (), 5683 / 5749, 0.99.\n",
+      "Yao Ming\n",
+      "got: Yao Ming (788.633789), 5684 / 5749, 0.99.\n",
+      "Yasar Yakis\n",
+      "got: Yasar Yakis (357.995239), 5685 / 5749, 0.99.\n",
+      "Yasein Taher\n",
+      "got: Yasein Taher (), 5686 / 5749, 0.99.\n",
+      "Yashwant Sinha\n",
+      "got: Yashwant Sinha (452.627502), 5687 / 5749, 0.99.\n",
+      "Yasser Arafat\n",
+      "got: Yasser Arafat (654.202087), 5688 / 5749, 0.99.\n",
+      "Yasushi Akashi\n",
+      "got: Yasushi Akashi (373.546173), 5689 / 5749, 0.99.\n",
+      "Yasushi Chimura\n",
+      "got: Yasushi Chimura (), 5690 / 5749, 0.99.\n",
+      "Yekaterina Guseva\n",
+      "got: Yekaterina Guseva (450.385651), 5691 / 5749, 0.99.\n",
+      "Yevgeny Kafelnikov\n",
+      "got: Yevgeny Kafelnikov (575.663635), 5692 / 5749, 0.99.\n",
+      "Yingfan Wang\n",
+      "got: Yingfan Wang (30.669785), 5693 / 5749, 0.99.\n",
+      "Yishan Zhang\n",
+      "got: Yishan Zhang (164.790878), 5694 / 5749, 0.99.\n",
+      "Yoelbi Quesada\n",
+      "got: Yoelbi Quesada (242.771439), 5695 / 5749, 0.99.\n",
+      "Yogi Berra\n",
+      "got: Yogi Berra (778.586731), 5696 / 5749, 0.99.\n",
+      "Yoko Ono\n",
+      "got: Yoko Ono (895.738647), 5697 / 5749, 0.99.\n",
+      "Yolanda King\n",
+      "got: Yolanda King (505.081879), 5698 / 5749, 0.99.\n",
+      "Yoo Jay-Kun\n",
+      "got: Yoo Jay-Kun (), 5699 / 5749, 0.99.\n",
+      "Yoon Jeong Cho\n",
+      "got: Yoon Jeong Cho (237.802048), 5700 / 5749, 0.99.\n",
+      "Yoon Jin-Sik\n",
+      "got: Yoon Jin-Sik (15.007578), 5701 / 5749, 0.99.\n",
+      "Yoon Won-Sik\n",
+      "got: Yoon Won-Sik (4.811467), 5702 / 5749, 0.99.\n",
+      "Yoon Young-kwan\n",
+      "got: Yoon Young-kwan (387.158661), 5703 / 5749, 0.99.\n",
+      "Yoriko Kawaguchi\n",
+      "got: Yoriko Kawaguchi (367.428436), 5704 / 5749, 0.99.\n",
+      "Yory Boy Campas\n",
+      "got: Yory Boy Campas (331.720917), 5705 / 5749, 0.99.\n",
+      "Yoshiyuki Kamei\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "got: Yoshiyuki Kamei (462.14563), 5706 / 5749, 0.99.\n",
+      "Yossi Beilin\n",
+      "got: Yossi Beilin (399.413879), 5707 / 5749, 0.99.\n",
+      "Young Kim\n",
+      "got: Young Kim (402.020905), 5708 / 5749, 0.99.\n",
+      "Yu Shyi-kun\n",
+      "got: Yu Shyi-kun (553.771851), 5709 / 5749, 0.99.\n",
+      "Yukiko Okudo\n",
+      "got: Yukiko Okudo (136.332611), 5710 / 5749, 0.99.\n",
+      "Yukio Hatoyama\n",
+      "got: Yukio Hatoyama (517.333435), 5711 / 5749, 0.99.\n",
+      "Yuri Fedotov\n",
+      "got: Yuri Fedotov (321.528778), 5712 / 5749, 0.99.\n",
+      "Yuri Luzhkov\n",
+      "got: Yuri Luzhkov (246.297897), 5713 / 5749, 0.99.\n",
+      "Yuri Malenchenko\n",
+      "got: Yuri Malenchenko (389.38324), 5714 / 5749, 0.99.\n",
+      "Yusaku Miyazato\n",
+      "got: Yusaku Miyazato (420.068176), 5715 / 5749, 0.99.\n",
+      "Yusuf Misbac\n",
+      "got: Yusuf Misbac (), 5716 / 5749, 0.99.\n",
+      "Yuvraj Singh\n",
+      "got: Yuvraj Singh (642.776855), 5717 / 5749, 0.99.\n",
+      "Yves Brodeur\n",
+      "got: Yves Brodeur (246.389755), 5718 / 5749, 0.99.\n",
+      "Zach Parise\n",
+      "got: Zach Parise (482.817719), 5719 / 5749, 0.99.\n",
+      "Zach Pillar\n",
+      "got: Zach Pillar (), 5720 / 5749, 0.99.\n",
+      "Zach Safrin\n",
+      "got: Zach Safrin (), 5721 / 5749, 1.00.\n",
+      "Zafarullah Khan Jamali\n",
+      "got: Zafarullah Khan Jamali (589.526001), 5722 / 5749, 1.00.\n",
+      "Zahir Shah\n",
+      "got: Zahir Shah (655.024536), 5723 / 5749, 1.00.\n",
+      "Zaini Abdullah\n",
+      "got: Zaini Abdullah (327.605438), 5724 / 5749, 1.00.\n",
+      "Zakia Hakki\n",
+      "got: Zakia Hakki (218.046906), 5725 / 5749, 1.00.\n",
+      "Zalmay Khalilzad\n",
+      "got: Zalmay Khalilzad (461.847626), 5726 / 5749, 1.00.\n",
+      "Zara Akhmadova\n",
+      "got: Zara Akhmadova (), 5727 / 5749, 1.00.\n",
+      "Zarai Toledo\n",
+      "got: Zarai Toledo (16.875069), 5728 / 5749, 1.00.\n",
+      "Zavad Zarif\n",
+      "got: Zavad Zarif (), 5729 / 5749, 1.00.\n",
+      "Zdravko Mucic\n",
+      "got: Zdravko Mucic (3.408082), 5730 / 5749, 1.00.\n",
+      "Zeljko Rebraca\n",
+      "got: Zeljko Rebraca (432.368073), 5731 / 5749, 1.00.\n",
+      "Zelma Novelo\n",
+      "got: Zelma Novelo (12.7467), 5732 / 5749, 1.00.\n",
+      "Zeng Qinghong\n",
+      "got: Zeng Qinghong (500.529266), 5733 / 5749, 1.00.\n",
+      "Zhang Wenkang\n",
+      "got: Zhang Wenkang (297.406342), 5734 / 5749, 1.00.\n",
+      "Zhang Yimou\n",
+      "got: Zhang Yimou (563.320679), 5735 / 5749, 1.00.\n",
+      "Zhang Ziyi\n",
+      "got: Zhang Ziyi (670.867981), 5736 / 5749, 1.00.\n",
+      "Zhong Nanshan\n",
+      "got: Zhong Nanshan (337.197815), 5737 / 5749, 1.00.\n",
+      "Zhu Rongji\n",
+      "got: Zhu Rongji (545.087646), 5738 / 5749, 1.00.\n",
+      "Zico\n",
+      "got: Zico (54.658215), 5739 / 5749, 1.00.\n",
+      "Zinedine Zidane\n",
+      "got: Zinedine Zidane (1087.874634), 5740 / 5749, 1.00.\n",
+      "Ziwang Xu\n",
+      "got: Ziwang Xu (), 5741 / 5749, 1.00.\n",
+      "Zoe Ball\n",
+      "got: Zoe Ball (539.201538), 5742 / 5749, 1.00.\n",
+      "Zoran Djindjic\n",
+      "got: Zoran Djindjic (362.608612), 5743 / 5749, 1.00.\n",
+      "Zorica Radovic\n",
+      "got: Zorica Radovic (141.980042), 5744 / 5749, 1.00.\n",
+      "Zulfiqar Ahmed\n",
+      "got: Zulfiqar Ahmed (244.0858), 5745 / 5749, 1.00.\n",
+      "Zumrati Juma\n",
+      "got: Zumrati Juma (), 5746 / 5749, 1.00.\n",
+      "Zurab Tsereteli\n",
+      "got: Zurab Tsereteli (427.444885), 5747 / 5749, 1.00.\n",
+      "Zydrunas Ilgauskas\n",
+      "got: Zydrunas Ilgauskas (472.867676), 5748 / 5749, 1.00.\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n",
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n",
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n",
+      "AJ Cook\n",
+      "AJ Lamas\n",
+      "Aaron Eckhart\n",
+      "Aaron Guiel\n",
+      "Aaron Patterson\n",
+      "Aaron Peirsol\n",
+      "Aaron Pena\n",
+      "Aaron Sorkin\n",
+      "Aaron Tippin\n",
+      "Abba Eban\n",
+      "Abbas Kiarostami\n",
+      "Abdel Aziz Al-Hakim\n",
+      "Abdel Madi Shabneh\n",
+      "Abdel Nasser Assidi\n",
+      "Abdoulaye Wade\n",
+      "Abdul Majeed Shobokshi\n",
+      "Abdul Rahman\n",
+      "Abdulaziz Kamilov\n",
+      "Abdullah\n",
+      "Abdullah Ahmad Badawi\n",
+      "Abdullah Gul\n",
+      "Abdullah Nasseef\n",
+      "Abdullah al-Attiyah\n",
+      "Abdullatif Sener\n",
+      "Abel Aguilar\n",
+      "Abel Pacheco\n",
+      "Abid Hamid Mahmud Al-Tikriti\n",
+      "Abner Martinez\n",
+      "Abraham Foxman\n",
+      "Aby Har-Even\n",
+      "Adam Ant\n",
+      "Adam Freier\n",
+      "Adam Herbert\n",
+      "Adam Kennedy\n",
+      "Adam Mair\n",
+      "Adam Rich\n",
+      "Adam Sandler\n",
+      "Adam Scott\n",
+      "Adel Al-Jubeir\n",
+      "Adelina Avila\n",
+      "Adisai Bodharamik\n",
+      "Adolfo Aguilar Zinser\n",
+      "Adolfo Rodriguez Saa\n",
+      "Adoor Gopalakarishnan\n",
+      "Adrian Annus\n",
+      "Adrian Fernandez\n",
+      "Adrian McPherson\n",
+      "Adrian Murrell\n",
+      "Adrian Nastase\n",
+      "Adriana Lima\n",
+      "Adriana Perez Navarro\n",
+      "Adrianna Zuzic\n",
+      "Adrien Brody\n",
+      "Afton Smith\n",
+      "Agbani Darego\n",
+      "Agnelo Queiroz\n",
+      "Agnes Bruckner\n",
+      "Ahmad Jbarah\n",
+      "Ahmad Masood\n",
+      "Ahmed Ahmed\n",
+      "Ahmed Chalabi\n",
+      "Ahmed Ghazi\n",
+      "Ahmed Ibrahim Bilal\n",
+      "Ahmed Lopez\n",
+      "Ahmed Qureia\n",
+      "Ahmet Demir\n",
+      "Ahmet Necdet Sezer\n",
+      "Ai Sugiyama\n",
+      "Aicha El Ouafi\n",
+      "Aidan Quinn\n",
+      "Aileen Riggin Soule\n",
+      "Ain Seppik\n",
+      "Ainsworth Dyer\n",
+      "Aishwarya Rai\n",
+      "Aitor Gonzalez\n",
+      "Aiysha Smith\n",
+      "Ajit Agarkar\n",
+      "Akbar Al Baker\n",
+      "Akbar Hashemi Rafsanjani\n",
+      "Akhmed Zakayev\n",
+      "Akiko Morigami\n",
+      "Akmal Taher\n",
+      "Al Cardenas\n",
+      "Al Davis\n",
+      "Al Gore\n",
+      "Al Leiter\n",
+      "Al Pacino\n",
+      "Al Sharpton\n",
+      "Alain Cervantes\n",
+      "Alain Ducasse\n",
+      "Alan Ball\n",
+      "Alan Dershowitz\n",
+      "Alan Dreher\n",
+      "Alan Greenspan\n",
+      "Alan Greer\n",
+      "Alan Jackson\n",
+      "Alan Mulally\n",
+      "Alan Stonecipher\n",
+      "Alan Tang Kwong-wing\n",
+      "Alan Trammell\n",
+      "Alan Zemaitis\n",
+      "Alanis Morissette\n",
+      "Alanna Ubach\n",
+      "Alastair Campbell\n",
+      "Alastair Johnston\n",
+      "Albaro Recoba\n",
+      "Albert Brooks\n",
+      "Albert Costa\n",
+      "Albert Montanes\n",
+      "Albert Pujols\n",
+      "Alberta Lee\n",
+      "Alberto Acosta\n",
+      "Alberto Fujimori\n",
+      "Alberto Gonzales\n",
+      "Alberto Ruiz Gallardon\n",
+      "Alberto Sordi\n",
+      "Albrecht Mentz\n",
+      "Aldo Paredes\n",
+      "Alec Baldwin\n",
+      "Alecos Markides\n",
+      "Alejandro Atchugarry\n",
+      "Alejandro Avila\n",
+      "Alejandro Fernandez\n",
+      "Alejandro Gonzalez Inarritu\n",
+      "Alejandro Lembo\n",
+      "Alejandro Lerner\n",
+      "Alejandro Lopez\n",
+      "Alejandro Toledo\n",
+      "Alek Wek\n",
+      "Aleksander Kwasniewski\n",
+      "Aleksander Voloshin\n",
+      "Alessandra Cerna\n",
+      "Alessandro Nesta\n",
+      "Alex Barros\n",
+      "Alex Cabrera\n",
+      "Alex Cejka\n",
+      "Alex Corretja\n",
+      "Alex Ferguson\n",
+      "Alex Gonzalez\n",
+      "Alex Holmes\n",
+      "Alex King\n",
+      "Alex Penelas\n",
+      "Alex Popov\n",
+      "Alex Sink\n",
+      "Alex Wallau\n",
+      "Alex Zanardi\n",
+      "Alexa Loren\n",
+      "Alexa Vega\n",
+      "Alexander Downer\n",
+      "Alexander Losyukov\n",
+      "Alexander Lukashenko\n",
+      "Alexander Payne\n",
+      "Alexander Rumyantsev\n",
+      "Alexandra Jackson\n",
+      "Alexandra Pelosi\n",
+      "Alexandra Rozovskaya\n",
+      "Alexandra Spann\n",
+      "Alexandra Stevenson\n",
+      "Alexandra Vodjanikova\n",
+      "Alexandre Daigle\n",
+      "Alexandre Despatie\n",
+      "Alexandre Herchcovitch\n",
+      "Alexandre Vinokourov\n",
+      "Alexis Bledel\n",
+      "Alexis Dennisoff\n",
+      "Alfonso Cuaron\n",
+      "Alfonso Portillo\n",
+      "Alfonso Soriano\n",
+      "Alfred Ford\n",
+      "Alfred Sant\n",
+      "Alfredo Moreno\n",
+      "Alfredo Pena\n",
+      "Alfredo di Stefano\n",
+      "Ali Abbas\n",
+      "Ali Abdullah Saleh\n",
+      "Ali Adbul Karim Madani\n",
+      "Ali Ahmeti\n",
+      "Ali Bin Hussein\n",
+      "Ali Fallahian\n",
+      "Ali Hammoud\n",
+      "Ali Khamenei\n",
+      "Ali Mohammed Maher\n",
+      "Ali Naimi\n",
+      "Alice Fisher\n",
+      "Alicia Hollowell\n",
+      "Alicia Keys\n",
+      "Alicia Molik\n",
+      "Alicia Silverstone\n",
+      "Alicia Witt\n",
+      "Alimzhan Tokhtakhounov\n",
+      "Alina Kabaeva\n",
+      "Aline Chretien\n",
+      "Alisha Richman\n",
+      "Alison Krauss\n",
+      "Alison Lohman\n",
+      "Alistair MacDonald\n",
+      "Allan Houston\n",
+      "Allan Kemakeza\n",
+      "Allan Wagner\n",
+      "Allen Iverson\n",
+      "Allen Rock\n",
+      "Allison Janney\n",
+      "Allison Searing\n",
+      "Ally Sheedy\n",
+      "Allyson Felix\n",
+      "Alma Powell\n",
+      "Almeida Baptista\n",
+      "Alonzo Mourning\n",
+      "Alvaro Noboa\n",
+      "Alvaro Silva Calderon\n",
+      "Alvaro Uribe\n",
+      "Aly Wagner\n",
+      "Alyse Beaupre\n",
+      "Alyson Hannigan\n",
+      "Amanda Beard\n",
+      "Amanda Bynes\n",
+      "Amanda Coetzer\n",
+      "Amanda Marsh\n",
+      "Amanda Plumer\n",
+      "Amber Frey\n",
+      "Amber Tamblyn\n",
+      "Ambrose Lee\n",
+      "Amelia Vega\n",
+      "Amelie Mauresmo\n",
+      "Amer al-Saadi\n",
+      "Amporn Falise\n",
+      "Amr Moussa\n",
+      "Amram Mitzna\n",
+      "Amy Brenneman\n",
+      "Amy Cotton\n",
+      "Amy Gale\n",
+      "Amy Pascal\n",
+      "Amy Redford\n",
+      "Amy Smart\n",
+      "Amy Yasbeck\n",
+      "AnFernce Negron\n",
+      "Ana Claudia Talancon\n",
+      "Ana Guevara\n",
+      "Ana Isabel Sanchez\n",
+      "Ana Palacio\n",
+      "Ana Paula Gerard\n",
+      "Ana Sebastiao\n",
+      "Anastasia Kelesidou\n",
+      "Anastasia Myskina\n",
+      "Anatoliy Kinakh\n",
+      "Anders Ebbeson\n",
+      "Anders Fogh Rasmussen\n",
+      "Anderson Varejao\n",
+      "Andre Agassi\n",
+      "Andre Bucher\n",
+      "Andre Lange\n",
+      "Andre Smith\n",
+      "Andre Techine\n",
+      "Andrea Bocelli\n",
+      "Andrea De Cruz\n",
+      "Andrea Kiser\n",
+      "Andrea Yates\n",
+      "Andreas Vinciguerra\n",
+      "Andrei Konchalovsky\n",
+      "Andrei Mikhnevich\n",
+      "Andrei Nikolishin\n",
+      "Andres DAlessandro\n",
+      "Andres Manuel Lopez Obrador\n",
+      "Andres Pastrana\n",
+      "Andrew Bernard\n",
+      "Andrew Bunner\n",
+      "Andrew Caldecott\n",
+      "Andrew Cuomo\n",
+      "Andrew Fastow\n",
+      "Andrew Firestone\n",
+      "Andrew Gilligan\n",
+      "Andrew Jarecki\n",
+      "Andrew Luster\n",
+      "Andrew Niccol\n",
+      "Andrew Sabey\n",
+      "Andrew Shutley\n",
+      "Andrew Weissmann\n",
+      "Andrew Wetzler\n",
+      "Andrzej Tyszkiewicz\n",
+      "Andy Benes\n",
+      "Andy Bryant\n",
+      "Andy Dick\n",
+      "Andy Garcia\n",
+      "Andy Graves\n",
+      "Andy Griffith\n",
+      "Andy Griggs\n",
+      "Andy Hebb\n",
+      "Andy Lau\n",
+      "Andy Madikians\n",
+      "Andy North\n",
+      "Andy Perez\n",
+      "Andy Roddick\n",
+      "Andy Rooney\n",
+      "Andy Warhol\n",
+      "Andy Wisecarver\n",
+      "Anette Hosoi\n",
+      "Angel Lockward\n",
+      "Angel Maza\n",
+      "Angela Alvarado Rosa\n",
+      "Angela Bassett\n",
+      "Angela Lansbury\n",
+      "Angela Mascia-Frye\n",
+      "Angela Merkel\n",
+      "Angelica Romero\n",
+      "Angelina Jolie\n",
+      "Angelo Genova\n",
+      "Angelo Reyes\n",
+      "Angie Arzola\n",
+      "Angie Martinez\n",
+      "Anibal Ibarra\n",
+      "Anil Ramsook\n",
+      "Anita DeFrantz\n",
+      "Anja Paerson\n",
+      "Anjum Hussain\n",
+      "Ann Godbehere\n",
+      "Ann Landers\n",
+      "Ann Morgan\n",
+      "Ann Veneman\n",
+      "Anna Chicherova\n",
+      "Anna Faris\n",
+      "Anna Jones\n",
+      "Anna Kournikova\n",
+      "Anna Nicole Smith\n",
+      "Anne Cavers\n",
+      "Anne Donovan\n",
+      "Anne Heche\n",
+      "Anne Krueger\n",
+      "Anne McLellan\n",
+      "Anne ONeil\n",
+      "Anneli Jaatteenmaki\n",
+      "Annette Bening\n",
+      "Annette Lu\n",
+      "Annie-Jeanne Reynaud\n",
+      "Annie Chaplin\n",
+      "Annie Machon\n",
+      "Annika Sorenstam\n",
+      "Antanas Valionis\n",
+      "Anthony Carter\n",
+      "Anthony Corso\n",
+      "Anthony Ervin\n",
+      "Anthony Fauci\n",
+      "Anthony Garotinho\n",
+      "Anthony Hazen\n",
+      "Anthony Hopkins\n",
+      "Anthony LaPaglia\n",
+      "Anthony Lee Johnson\n",
+      "Anthony Mazur\n",
+      "Anthony Pico\n",
+      "Anthony Pisciotti\n",
+      "Anthony Principi\n",
+      "Anthony Rackauckas\n",
+      "Anthony Scott Miller\n",
+      "Antje Buschschulte\n",
+      "Anton Balasingham\n",
+      "Antonio Banderas\n",
+      "Antonio Bernardo\n",
+      "Antonio Cassano\n",
+      "Antonio Catania\n",
+      "Antonio Elias Saca\n",
+      "Antonio Palocci\n",
+      "Antonio Trillanes\n",
+      "Antony Leung\n",
+      "Antwun Echols\n",
+      "Anwar Ibrahim\n",
+      "Anzori Kikalishvili\n",
+      "Aparna Pillai\n",
+      "Aram Adler\n",
+      "Arantxa Sanchez-Vicario\n",
+      "Aretha Franklin\n",
+      "Ari Bousbib\n",
+      "Ari Fleischer\n",
+      "Arianna Huffington\n",
+      "Arie Haan\n",
+      "Ariel Sharon\n",
+      "Arif Mardin\n",
+      "Arlen Specter\n",
+      "Armand Sargen\n",
+      "Armando Avila Panchame\n",
+      "Armando Calderon Sol\n",
+      "Armando Carrillo\n",
+      "Arminio Fraga\n",
+      "Arnaud Clement\n",
+      "Arnaud Lagardere\n",
+      "Arnie Boehm\n",
+      "Arnold Palmer\n",
+      "Arnold Schwarzenegger\n",
+      "Arnold Scott\n",
+      "Arnoldo Aleman\n",
+      "Aron Ralston\n",
+      "Arsinee Khanjian\n",
+      "Art Cooper\n",
+      "Art Hoffmann\n",
+      "Art Howe\n",
+      "Art Lopez\n",
+      "Arthur Johnson\n",
+      "Arthur Martinez\n",
+      "Artieas Shanks\n",
+      "Arturo Gatti\n",
+      "Arye Mekel\n",
+      "Asa Hutchinson\n",
+      "Ascencion Barajas\n",
+      "Ashanti\n",
+      "Ashlea Talbot\n",
+      "Ashley Judd\n",
+      "Ashley Olsen\n",
+      "Ashley Postell\n",
+      "Ashraf Alasmar\n",
+      "Ashraf Ghani\n",
+      "Ashton Kutcher\n",
+      "Asif Ali Zardari\n",
+      "Asif Hanif\n",
+      "Askar Akayev\n",
+      "Asmaa Assad\n",
+      "Assad Ahmadi\n",
+      "Astou Ndiaye-Diatta\n",
+      "Astrid Betancourt\n",
+      "Astrid Eyzaguirre\n",
+      "Atal Bihari Vajpayee\n",
+      "Ataollah Mohajerani\n",
+      "Atiabet Ijan Amabel\n",
+      "Atom Egoyan\n",
+      "Atsushi Sato\n",
+      "Audrey Lacroix\n",
+      "Audrey Sauret\n",
+      "Augustin Calleri\n",
+      "Augusto Pinochet\n",
+      "Augusto Roa Bastos\n",
+      "Aung San Suu Kyi\n",
+      "Austin Kearns\n",
+      "Avril Lavigne\n",
+      "Azmi Bishara\n",
+      "Azra Akin\n",
+      "BB King\n",
+      "BJ Habibie\n",
+      "Babe Ruth\n",
+      "Baburam Bhattari\n",
+      "Bak Chang-Ryun\n",
+      "Barbara Bach\n",
+      "Barbara Becker\n",
+      "Barbara Bodine\n",
+      "Barbara Boxer\n",
+      "Barbara Brezigar\n",
+      "Barbara De Brun\n",
+      "Barbara Esbin\n",
+      "Barbara Felt-Miller\n",
+      "Barbara Roberts\n",
+      "Barbara Walters\n",
+      "Barbora Strycova\n",
+      "Barbra Streisand\n",
+      "Barrett Jackman\n",
+      "Barry Alvarez\n",
+      "Barry Bonds\n",
+      "Barry Collier\n",
+      "Barry Diller\n",
+      "Barry Ford\n",
+      "Barry Hinson\n",
+      "Barry Nakell\n",
+      "Barry Switzer\n",
+      "Barry Williams\n",
+      "Barry Zito\n",
+      "Bart Freundlich\n",
+      "Bart Hendricks\n",
+      "Bartosz Kizierowski\n",
+      "Barzan al-Tikriti\n",
+      "Basdeo Panday\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Bashar Assad\n",
+      "Baz Luhrmann\n",
+      "Beatrice Dalle\n",
+      "Beatriz Merino\n",
+      "Beecher Ray Kirby\n",
+      "Begum Khaleda Zia\n",
+      "Bela Karolyi\n",
+      "Ben Affleck\n",
+      "Ben Betts\n",
+      "Ben Braun\n",
+      "Ben Broussard\n",
+      "Ben Cahoon\n",
+      "Ben Chandler\n",
+      "Ben Cohen\n",
+      "Ben Curtis\n",
+      "Ben Davis\n",
+      "Ben Glisan\n",
+      "Ben Howland\n",
+      "Ben Kingsley\n",
+      "Ben Lee\n",
+      "Ben Stein\n",
+      "Ben Wallace\n",
+      "Benazir Bhutto\n",
+      "Benedita da Silva\n",
+      "Benicio Del Toro\n",
+      "Benito Santiago\n",
+      "Benjamin Bratt\n",
+      "Benjamin Franklin\n",
+      "Benjamin Martinez\n",
+      "Benjamin McKenzie\n",
+      "Benjamin Netanyahu\n",
+      "Benjamin Neulander\n",
+      "Bernadette Peters\n",
+      "Bernard Ebbers\n",
+      "Bernard Giraudeau\n",
+      "Bernard Kerik\n",
+      "Bernard Landry\n",
+      "Bernard Law\n",
+      "Bernard Lord\n",
+      "Bernard Siegel\n",
+      "Bernardo Segura\n",
+      "Bernice Wong\n",
+      "Bertie Ahern\n",
+      "Bertrand Bonello\n",
+      "Bertrand Delanoe\n",
+      "Beth Blough\n",
+      "Beth Jones\n",
+      "Betsy Coffin\n",
+      "Betsy Smith\n",
+      "Bettina Rheims\n",
+      "Betty Garrison\n",
+      "Betty Williams\n",
+      "Beyonce Knowles\n",
+      "Bianca Jagger\n",
+      "Bijan Darvish\n",
+      "Bijan Namdar Zangeneh\n",
+      "Bilal Erdogan\n",
+      "Biljana Plavsic\n",
+      "Bill Belichick\n",
+      "Bill Bradley\n",
+      "Bill Butler\n",
+      "Bill Byrne\n",
+      "Bill Callahan\n",
+      "Bill Carmody\n",
+      "Bill Cartwright\n",
+      "Bill Clancy\n",
+      "Bill Clinton\n",
+      "Bill Curry\n",
+      "Bill Doba\n",
+      "Bill Duffey\n",
+      "Bill Elliott\n",
+      "Bill Fennelly\n",
+      "Bill Frist\n",
+      "Bill Gates\n",
+      "Bill Graham\n",
+      "Bill Guerin\n",
+      "Bill Herrion\n",
+      "Bill Hughes\n",
+      "Bill King\n",
+      "Bill Kollar\n",
+      "Bill Kong\n",
+      "Bill Lerach\n",
+      "Bill Maher\n",
+      "Bill Mauldin\n",
+      "Bill McBride\n",
+      "Bill Nelson\n",
+      "Bill OReilly\n",
+      "Bill Parcells\n",
+      "Bill Parsons\n",
+      "Bill Paxton\n",
+      "Bill Pryor\n",
+      "Bill Rainer\n",
+      "Bill Readdy\n",
+      "Bill Richardson\n",
+      "Bill Self\n",
+      "Bill Simon\n",
+      "Bill Sizemore\n",
+      "Bill Stapleton\n",
+      "Bill Stein\n",
+      "Bill Walton\n",
+      "Billy Andrade\n",
+      "Billy Beane\n",
+      "Billy Bob Thornton\n",
+      "Billy Boyd\n",
+      "Billy Crawford\n",
+      "Billy Crystal\n",
+      "Billy Donovan\n",
+      "Billy Edelin\n",
+      "Billy Gilman\n",
+      "Billy Graham\n",
+      "Billy Joel\n",
+      "Billy Rork\n",
+      "Billy Sollie\n",
+      "Billy Tibbets\n",
+      "Bing Crosby\n",
+      "Binyamin Ben-Eliezer\n",
+      "Bison Dele\n",
+      "Bixente LIzarazu\n",
+      "Blas Ople\n",
+      "Blythe Danner\n",
+      "Blythe Hartley\n",
+      "Bo Pelini\n",
+      "Bo Ryan\n",
+      "Bob Alper\n",
+      "Bob Beauprez\n",
+      "Bob Bowlsby\n",
+      "Bob Cantrell\n",
+      "Bob Colvin\n",
+      "Bob Crippen\n",
+      "Bob Curtis\n",
+      "Bob Dole\n",
+      "Bob Eskridge\n",
+      "Bob Ferguson\n",
+      "Bob Geldof\n",
+      "Bob Goldman\n",
+      "Bob Graham\n",
+      "Bob Guccione\n",
+      "Bob Hartley\n",
+      "Bob Hayes\n",
+      "Bob Herz\n",
+      "Bob Holden\n",
+      "Bob Hope\n",
+      "Bob Huggins\n",
+      "Bob Iger\n",
+      "Bob Krueger\n",
+      "Bob Melvin\n",
+      "Bob Menendez\n",
+      "Bob Newhart\n",
+      "Bob Petrino\n",
+      "Bob Riley\n",
+      "Bob Stoops\n",
+      "Bob Sulkin\n",
+      "Bob Taft\n",
+      "Bob Wright\n",
+      "Bobby Bowden\n",
+      "Bobby Goldwater\n",
+      "Bobby Jackson\n",
+      "Bobby Kielty\n",
+      "Bobby Robson\n",
+      "Bobo Balde\n",
+      "Bode Miller\n",
+      "Bonnie Fuller\n",
+      "Bonnie Hunt\n",
+      "Bono\n",
+      "Boris Becker\n",
+      "Boris Berezovsky\n",
+      "Boris Henry\n",
+      "Boris Jordan\n",
+      "Boris Trajkovski\n",
+      "Boris Yeltsin\n",
+      "Boutros Boutros Ghali\n",
+      "Brad Alexander Smith\n",
+      "Brad Banks\n",
+      "Brad Brownell\n",
+      "Brad Garrett\n",
+      "Brad Gushue\n",
+      "Brad Johnson\n",
+      "Brad Miller\n",
+      "Brad Pitt\n",
+      "Brad Russ\n",
+      "Brad Smith\n",
+      "Brad Wilk\n",
+      "Brady Rodgers\n",
+      "Brajesh Mishra\n",
+      "Brandon Boyd\n",
+      "Brandon Fails\n",
+      "Brandon Hammond\n",
+      "Brandon Inge\n",
+      "Brandon Jones\n",
+      "Brandon Knight\n",
+      "Brandon Larson\n",
+      "Brandon Lloyd\n",
+      "Brandon Robinson\n",
+      "Brandon Spann\n",
+      "Brandon Webb\n",
+      "Branko Crvenkovski\n",
+      "Brawley King\n",
+      "Brenda Magana\n",
+      "Brenda Wilson\n",
+      "Brenda van Dam\n",
+      "Brendan Fraser\n",
+      "Brendan Gaughan\n",
+      "Brendan Hansen\n",
+      "Brendan Stai\n",
+      "Brennon Leighton\n",
+      "Brent Coles\n",
+      "Brett Boone\n",
+      "Brett Hawke\n",
+      "Brett Hull\n",
+      "Brett Perry\n",
+      "Brian Billick\n",
+      "Brian Campbell\n",
+      "Brian Cashman\n",
+      "Brian Clemens\n",
+      "Brian Cook\n",
+      "Brian Cowen\n",
+      "Brian De Palma\n",
+      "Brian Florence\n",
+      "Brian Grazier\n",
+      "Brian Gregory\n",
+      "Brian Griese\n",
+      "Brian Heidik\n",
+      "Brian Henson\n",
+      "Brian Jordan\n",
+      "Brian Kerr\n",
+      "Brian Lara\n",
+      "Brian McIntyre\n",
+      "Brian Meadors\n",
+      "Brian Mulroney\n",
+      "Brian Olson\n",
+      "Brian Pavlich\n",
+      "Brian Scalabrine\n",
+      "Brian Schneider\n",
+      "Brian StPierre\n",
+      "Brian Van Dusen\n",
+      "Brian Weaver\n",
+      "Brian Wells\n",
+      "Brian Williams\n",
+      "Bridget Fonda\n",
+      "Bridgette Wilson-Sampras\n",
+      "Brigitte Boisselier\n",
+      "Britney Spears\n",
+      "Brittany Snow\n",
+      "Brock Berlin\n",
+      "Bronson Arroyo\n",
+      "Brook Robinson\n",
+      "Brooke Adams\n",
+      "Brooke Gordon\n",
+      "Brooke Shields\n",
+      "Bruce Arena\n",
+      "Bruce Gebhardt\n",
+      "Bruce Lunsford\n",
+      "Bruce Paltrow\n",
+      "Bruce Springsteen\n",
+      "Bruce Van De Velde\n",
+      "Bruce Weber\n",
+      "Bruce Willis\n",
+      "Bruna Colosio\n",
+      "Bruno Junquiera\n",
+      "Bryan Adams\n",
+      "Bryan Chui\n",
+      "Bryan Cooley\n",
+      "Bryan Murray\n",
+      "Bryan Thomas\n",
+      "Bryant Young\n",
+      "Bryce Carmine\n",
+      "Buck Rodgers\n",
+      "Bud Selig\n",
+      "Budd Schulberg\n",
+      "Buddy Ryan\n",
+      "Buford Blount\n",
+      "Bulent Ecevit\n",
+      "Bustam A Zedan Aljanabi\n",
+      "Butch Davis\n",
+      "Buzz Hargrove\n",
+      "Byron Scott\n",
+      "Cabas\n",
+      "Caio Blat\n",
+      "Calbert Cheaney\n",
+      "Calista Flockhart\n",
+      "Calvin Harrison\n",
+      "Calvin Joseph Coleman\n",
+      "Cameron Diaz\n",
+      "Camilla Parker Bowles\n",
+      "Camille Colvin\n",
+      "Camille Lewis\n",
+      "Camryn Manheim\n",
+      "Candace Sutton\n",
+      "Candice Beatty\n",
+      "Candice Bergen\n",
+      "Candie Kung\n",
+      "Carey Lowell\n",
+      "Cari Davis\n",
+      "Carin Koch\n",
+      "Carina Lau Ka-ling\n",
+      "Carl Levin\n",
+      "Carl Pope\n",
+      "Carl Reiner\n",
+      "Carla Del Ponte\n",
+      "Carla Gay Balingit\n",
+      "Carla Gugino\n",
+      "Carla Moreno\n",
+      "Carla Myers\n",
+      "Carla Sullivan\n",
+      "Carla Tricoli\n",
+      "Carlo Ancelotti\n",
+      "Carlo Azeglio Ciampi\n",
+      "Carlos Alberto\n",
+      "Carlos Alberto Parreira\n",
+      "Carlos Arroyo\n",
+      "Carlos Barra\n",
+      "Carlos Barragan\n",
+      "Carlos Beltran\n",
+      "Carlos Bianchi\n",
+      "Carlos De Abreu\n",
+      "Carlos Fasciolo\n",
+      "Carlos Ghosn\n",
+      "Carlos Iturgaitz\n",
+      "Carlos Juarez\n",
+      "Carlos Lordkipanitse\n",
+      "Carlos Manuel Pruneda\n",
+      "Carlos Menem\n",
+      "Carlos Mesa\n",
+      "Carlos Moya\n",
+      "Carlos Ortega\n",
+      "Carlos Paternina\n",
+      "Carlos Queiroz\n",
+      "Carlos Quintanilla Schmidt\n",
+      "Carlos Ruckauf\n",
+      "Carlos Ruiz\n",
+      "Carlos Salinas\n",
+      "Carlos Savedra\n",
+      "Carlos Vives\n",
+      "Carlton Baugh\n",
+      "Carlton Dotson\n",
+      "Carly Fiorina\n",
+      "Carly Gullickson\n",
+      "Carmen Electra\n",
+      "Carol Burnett\n",
+      "Carol Carmody\n",
+      "Carol Moseley Braun\n",
+      "Carol Niedermayer\n",
+      "Carol Williams\n",
+      "Carolina Barco\n",
+      "Carolina Kluft\n",
+      "Carolina Moraes\n",
+      "Caroline Dhavernas\n",
+      "Caroline Kennedy\n",
+      "Caroline Link\n",
+      "Carolyn Dawn Johnson\n",
+      "Carolyn Kuhl\n",
+      "Carrie-Anne Moss\n",
+      "Carroll Weimer\n",
+      "Carson Daly\n",
+      "Carson Palmer\n",
+      "Casey Crowder\n",
+      "Casey Mears\n",
+      "Cass Ballenger\n",
+      "Cassandra Heise\n",
+      "Casy Preslar\n",
+      "Cate Blanchett\n",
+      "Catherine Bell\n",
+      "Catherine Deneuve\n",
+      "Catherine Donkers\n",
+      "Catherine Ndereba\n",
+      "Catherine Woodard\n",
+      "Catherine Zeta-Jones\n",
+      "Cathryn Crawford\n",
+      "Cathy Chisholm\n",
+      "Cathy Cunningham\n",
+      "Cathy Freeman\n",
+      "Catriona Le May Doan\n",
+      "Cecile de France\n",
+      "Cecilia Bolocco\n",
+      "Cecilia Chang\n",
+      "Cecilia Cheung\n",
+      "Cedric Benson\n",
+      "Celia Cruz\n",
+      "Celine Dion\n",
+      "Celso Amorim\n",
+      "Celso Lafer\n",
+      "Cemil Cicek\n",
+      "Cesar Gaviria\n",
+      "Cesar Maia\n",
+      "Cha Yung-gu\n",
+      "Chadha Gurinder\n",
+      "Chakib Khelil\n",
+      "Chan Choi\n",
+      "Chan Gailey\n",
+      "Chan Ho Park\n",
+      "Chance Mock\n",
+      "Chanda Rubin\n",
+      "Chandrika Kumaratunga\n",
+      "Chang Dae-whan\n",
+      "Chang Jae On\n",
+      "Chang Saio-yue\n",
+      "Chang Sang\n",
+      "Chang Tso\n",
+      "Chante Jawan Mallard\n",
+      "Charla Moye\n",
+      "Charlene Barshefsky\n",
+      "Charles Bell\n",
+      "Charles Bronson\n",
+      "Charles Chandler IV\n",
+      "Charles Cope\n",
+      "Charles Grassley\n",
+      "Charles Holzner\n",
+      "Charles Ingram\n",
+      "Charles Kartman\n",
+      "Charles Lebois\n",
+      "Charles Mathews\n",
+      "Charles Moose\n",
+      "Charles Pickering\n",
+      "Charles Pouty\n",
+      "Charles Richardson\n",
+      "Charles Rogers\n",
+      "Charles Schumer\n",
+      "Charles Tannok\n",
+      "Charles Taylor\n",
+      "Charley Armey\n",
+      "Charlie Coles\n",
+      "Charlie Deane\n",
+      "Charlie Garner\n",
+      "Charlie Hunnam\n",
+      "Charlie Sheen\n",
+      "Charlie Williams\n",
+      "Charlie Zaa\n",
+      "Charlize Theron\n",
+      "Charlotte Casiraghi\n",
+      "Charlotte Chambers\n",
+      "Charlotte Church\n",
+      "Charlotte Rampling\n",
+      "Charlton Heston\n",
+      "Charmaine Crooks\n",
+      "Chawki Armali\n",
+      "Chea Sophara\n",
+      "Chelsea Clinton\n",
+      "Chen Kaige\n",
+      "Chen Liang Yu\n",
+      "Chen Shui-bian\n",
+      "Chen Tsai-chin\n",
+      "Cherie Blair\n",
+      "Cherry Jones\n",
+      "Cheryl Ford\n",
+      "Cheryl Hines\n",
+      "Cheryl James\n",
+      "Cheryl Little\n",
+      "Cheryl Tiegs\n",
+      "Chhouk Rin\n",
+      "Chick Hearn\n",
+      "Chin-Feng Chen\n",
+      "Chin-Hui Tsao\n",
+      "Chip Burrus\n",
+      "Chip Ganassi\n",
+      "Chip Knight\n",
+      "Chistian Stahl\n",
+      "Chita Rivera\n",
+      "Chloe Sevigny\n",
+      "Cho Myung-kyun\n",
+      "Choi Sung-hong\n",
+      "Choi Yun-yong\n",
+      "Chok Tong Goh\n",
+      "Chris Andrews\n",
+      "Chris Bell\n",
+      "Chris Byrd\n",
+      "Chris Cirino\n",
+      "Chris Claiborne\n",
+      "Chris Columbus\n",
+      "Chris Cookson\n",
+      "Chris Cooper\n",
+      "Chris Cornell\n",
+      "Chris Crocker\n",
+      "Chris Dodd\n",
+      "Chris Forsyth\n",
+      "Chris Gratton\n",
+      "Chris Hernandez\n",
+      "Chris Klein\n",
+      "Chris Kolanas\n",
+      "Chris Matthews\n",
+      "Chris Moore\n",
+      "Chris Neil\n",
+      "Chris Noth\n",
+      "Chris Penn\n",
+      "Chris Pronger\n",
+      "Chris Reitsma\n",
+      "Chris Rock\n",
+      "Chris Simon\n",
+      "Chris Swecker\n",
+      "Chris Terry\n",
+      "Chris Thomas\n",
+      "Chris Tucker\n",
+      "Chris Whitney\n",
+      "Christian Bale\n",
+      "Christian Fittipaldi\n",
+      "Christian Gimenez\n",
+      "Christian Lacroix\n",
+      "Christian Lirette\n",
+      "Christian Longo\n",
+      "Christian Malcolm\n",
+      "Christian Olsson\n",
+      "Christian Patino\n",
+      "Christian Von Wernich\n",
+      "Christian Wulff\n",
+      "Christiane Wulff\n",
+      "Christina Aguilera\n",
+      "Christina Sawaya\n",
+      "Christine Arron\n",
+      "Christine Baumgartner\n",
+      "Christine Ebersole\n",
+      "Christine Gregoire\n",
+      "Christine Rau\n",
+      "Christine Todd Whitman\n",
+      "Christoph Daum\n",
+      "Christopher Amolsch\n",
+      "Christopher Conyers\n",
+      "Christopher Matero\n",
+      "Christopher Patten\n",
+      "Christopher Reeve\n",
+      "Christopher Russell\n",
+      "Christopher Speer\n",
+      "Christopher Walken\n",
+      "Christopher Whittle\n",
+      "Christy Ferer\n",
+      "Christy Turlington\n",
+      "Chuanyun Li\n",
+      "Chuck Amato\n",
+      "Chuck Bednarik\n",
+      "Chuck Eidson\n",
+      "Chuck Finley\n",
+      "Chuck Hagel\n",
+      "Chuck Woolery\n",
+      "Chuck Yeager\n",
+      "Chung Mong-hun\n",
+      "Chung Mong-joon\n",
+      "Chyung Dai-chul\n",
+      "Ciaran Hinds\n",
+      "Cindy Crawford\n",
+      "Cindy Klassen\n",
+      "Cindy Margolis\n",
+      "Cindy Moll\n",
+      "Cindy Taylor\n",
+      "Cindy Zagorski\n",
+      "Ciro Gomes\n",
+      "Claire Danes\n",
+      "Claire De Gryse\n",
+      "Claire Hentzen\n",
+      "Claire Leger\n",
+      "Claire Tomalin\n",
+      "Clara Harris\n",
+      "Clare Latimer\n",
+      "Clare Short\n",
+      "Clark Randt\n",
+      "Claude Jorda\n",
+      "Claudette Robinson\n",
+      "Claudia Cardinale\n",
+      "Claudia Coslovich\n",
+      "Claudia Pechstein\n",
+      "Claudia Schiffer\n",
+      "Claudine Farrell\n",
+      "Claudio Abbado\n",
+      "Claudio Lopez\n",
+      "Claudio Ranieri\n",
+      "Clay Aiken\n",
+      "Clay Campbell\n",
+      "Clemente de la Vega\n",
+      "Cliff Ellis\n",
+      "Clifford Etienne\n",
+      "Clifford Robinson\n",
+      "Clint Eastwood\n",
+      "Clint Howard\n",
+      "Clint Lamebear\n",
+      "Clive Lloyd\n",
+      "Clive Woodward\n",
+      "Coco dEste\n",
+      "Cole Chapman\n",
+      "Coleen Rowley\n",
+      "Colin Campbell\n",
+      "Colin Cowie\n",
+      "Colin Farrell\n",
+      "Colin Jackson\n",
+      "Colin Montgomerie\n",
+      "Colin Phillips\n",
+      "Colin Powell\n",
+      "Colin Prescot\n",
+      "Colleen Atwood\n",
+      "Colleen Donovan\n",
+      "Colleen Jones\n",
+      "Colleen OClair\n",
+      "Colleen Ryan\n",
+      "Collis Temple III\n",
+      "Columba Bush\n",
+      "Compay Segundo\n",
+      "Conan OBrien\n",
+      "Conchita Martinez\n",
+      "Condoleezza Rice\n",
+      "Connie Chung\n",
+      "Connie Freydell\n",
+      "Conrad Black\n",
+      "Constance Marie\n",
+      "Cora Cambell\n",
+      "Coretta Scott King\n",
+      "Corey Maggette\n",
+      "Cori Enghusen\n",
+      "Corinna Harfouch\n",
+      "Corinne Coman\n",
+      "Corliss Williamson\n",
+      "Cosmo Iacavazzi\n",
+      "Costas Simitis\n",
+      "Courtney Cox\n",
+      "Courtney Love\n",
+      "Craig Burley\n",
+      "Craig David\n",
+      "Craig Doblin\n",
+      "Craig Fitzgibbon\n",
+      "Craig MacTavish\n",
+      "Craig Morgan\n",
+      "Craig OClair\n",
+      "Craig Wilson\n",
+      "Crandall Bowles\n",
+      "Crispin Glover\n",
+      "Cristian Barros\n",
+      "Cristiano da Matta\n",
+      "Cristina Fernandez\n",
+      "Cristina Kirchner\n",
+      "Cristina Saralegui\n",
+      "Cristina Torrens Valero\n",
+      "Cruz Bustamante\n",
+      "Cuba Gooding Jr\n",
+      "Curt Weldon\n",
+      "Curtis Joseph\n",
+      "Curtis Rodriguez\n",
+      "Curtis Strange\n",
+      "Cyndi Thompson\n",
+      "Cynthia Nixon\n",
+      "Cynthia Rowley\n",
+      "DAngelo Jimenez\n",
+      "Dagmar Dunlevy\n",
+      "Dai Bachtiar\n",
+      "Dai Chul Chyung\n",
+      "Daisy Fuentes\n",
+      "Daja Bedanova\n",
+      "Dalai Lama\n",
+      "Dale Bosworth\n",
+      "Dale Earnhardt\n",
+      "Dale Earnhardt Jr\n",
+      "Dalia Rabin-Pelosoff\n",
+      "Damarius Bilbo\n",
+      "Damon Dash\n",
+      "Damon Stoudamire\n",
+      "Damon van Dam\n",
+      "Dan Ackroyd\n",
+      "Dan Bartlett\n",
+      "Dan Boyle\n",
+      "Dan Bylsma\n",
+      "Dan Dickau\n",
+      "Dan Duquette\n",
+      "Dan Guerrero\n",
+      "Dan Kellner\n",
+      "Dan LaCoutre\n",
+      "Dan Monson\n",
+      "Dan Morales\n",
+      "Dan Prinster\n",
+      "Dan Quayle\n",
+      "Dan Reeves\n",
+      "Dan Snyder\n",
+      "Dan Wheldon\n",
+      "Dana Vollmer\n",
+      "Daniel Barenboim\n",
+      "Daniel Bruehl\n",
+      "Daniel Chin\n",
+      "Daniel Coats\n",
+      "Daniel Comisso Urdaneta\n",
+      "Daniel Darnell\n",
+      "Daniel Day-Lewis\n",
+      "Daniel Kurtzer\n",
+      "Daniel Montenegro\n",
+      "Daniel Montgomery\n",
+      "Daniel Ortega\n",
+      "Daniel Osorno\n",
+      "Daniel Patrick Moynihan\n",
+      "Daniel Pearl\n",
+      "Daniel Radcliffe\n",
+      "Daniel Rouse\n",
+      "Daniel Scioli\n",
+      "Daniel Zelman\n",
+      "Daniela Cicarelli\n",
+      "Daniela Hantuchova\n",
+      "Daniele Bergamin\n",
+      "Daniele Hypolito\n",
+      "Daniele Nardello\n",
+      "Daniell Sunjata\n",
+      "Danielle Spencer\n",
+      "Danis Tanovic\n",
+      "Danny Ainge\n",
+      "Danny Avalon\n",
+      "Danny Elfman\n",
+      "Danny Glover\n",
+      "Danny Green\n",
+      "Danny Morgan\n",
+      "Dany Heatley\n",
+      "Darcy Regier\n",
+      "Darin Erstad\n",
+      "Dario Camuffo\n",
+      "Dario Franchitti\n",
+      "Dariusz Michalczewski\n",
+      "Darko Milicic\n",
+      "Darla Moore\n",
+      "Darlene Garrettson\n",
+      "Darrell Dickey\n",
+      "Darrell Issa\n",
+      "Darrell Porter\n",
+      "Darrell Royal\n",
+      "Darren Campel\n",
+      "Darren Clarke\n",
+      "Darryl McDaniels\n",
+      "Darryl Stingley\n",
+      "Darvis Patton\n",
+      "Daryl Hannah\n",
+      "Daryl Jones\n",
+      "Daryl Parks\n",
+      "Daryl Sabara\n",
+      "Daryl Smith\n",
+      "Dave Barr\n",
+      "Dave Campo\n",
+      "Dave Johnson\n",
+      "Dave Lewis\n",
+      "Dave Matthews\n",
+      "Dave McGinnis\n",
+      "Dave McNally\n",
+      "Dave McNealey\n",
+      "Dave Odom\n",
+      "Dave Potter\n",
+      "Dave Ragone\n",
+      "Dave Robertson\n",
+      "Dave Tucker\n",
+      "Dave Wannstedt\n",
+      "Dave Williams\n",
+      "Davey Johnson\n",
+      "David Alpay\n",
+      "David Anderson\n",
+      "David Arquette\n",
+      "David Ballantyne\n",
+      "David Beckham\n",
+      "David Bell\n",
+      "David Bisbal\n",
+      "David Blaine\n",
+      "David Bowie\n",
+      "David Braley\n",
+      "David Brent\n",
+      "David Brinkley\n",
+      "David Brown\n",
+      "David Canary\n",
+      "David Caraway\n",
+      "David Carradine\n",
+      "David Caruso\n",
+      "David Chase\n",
+      "David Collenette\n",
+      "David Coulthard\n",
+      "David Dewayne Williams\n",
+      "David Dewhurst\n",
+      "David Dodge\n",
+      "David Donohue\n",
+      "David Dorfman\n",
+      "David Duke\n",
+      "David Duval\n",
+      "David Eldon\n",
+      "David Gest\n",
+      "David Glenn\n",
+      "David Hannay\n",
+      "David Hanson\n",
+      "David Hasselhoff\n",
+      "David Heyman\n",
+      "David Heymann\n",
+      "David Hilt\n",
+      "David Ho\n",
+      "David Howard\n",
+      "David Hyde Pierce\n",
+      "David Kelley\n",
+      "David Kelly\n",
+      "David Leahy\n",
+      "David McCallum\n",
+      "David McCullough\n",
+      "David McKiernan\n",
+      "David Millar\n",
+      "David Modell\n",
+      "David Montoya\n",
+      "David Myers\n",
+      "David Nalbandian\n",
+      "David Obey\n",
+      "David Oh\n",
+      "David Provost\n",
+      "David Przybyszewski\n",
+      "David Rivkin Jr\n",
+      "David Scott Morris\n",
+      "David Shayler\n",
+      "David Sibleyk\n",
+      "David Siegel\n",
+      "David Sousa\n",
+      "David Spade\n",
+      "David Stern\n",
+      "David Suazo\n",
+      "David Surrett\n",
+      "David Tornberg\n",
+      "David Trimble\n",
+      "David Welch\n",
+      "David Wells\n",
+      "David Westerfield\n",
+      "David Wolf\n",
+      "David Zeplowitz\n",
+      "Davis Love III\n",
+      "Dawn Staley\n",
+      "Dawna LoPiccolo\n",
+      "Dean Barker\n",
+      "Dean Barkley\n",
+      "Dean Jacek\n",
+      "Dean Sheremet\n",
+      "Deb Santos\n",
+      "Debbie Allen\n",
+      "Debbie Reynolds\n",
+      "Debra Brown\n",
+      "Debra Messing\n",
+      "Debra Rose\n",
+      "Debra Shank\n",
+      "Debra Yang\n",
+      "Deece Eckstein\n",
+      "Deena Burnett\n",
+      "Deepa Mehta\n",
+      "Della Clara\n",
+      "Delphine Chuillot\n",
+      "Demetrin Veal\n",
+      "Demetrius Ferraciu\n",
+      "Demi Moore\n",
+      "Denis Coderre\n",
+      "Denis Fassou-Nguesso\n",
+      "Denise Johnson\n",
+      "Denise Locke\n",
+      "Denise van Outen\n",
+      "Deniz Baykal\n",
+      "Dennis Archer\n",
+      "Dennis Erickson\n",
+      "Dennis Franchione\n",
+      "Dennis Hastert\n",
+      "Dennis Johnson\n",
+      "Dennis Kozlowski\n",
+      "Dennis Kucinich\n",
+      "Dennis Miller\n",
+      "Dennis Oswald\n",
+      "Dennis Powell\n",
+      "Denys Arcand\n",
+      "Denzel Washington\n",
+      "Dereck Whittenburg\n",
+      "Derek Abney\n",
+      "Derek Bond\n",
+      "Derek Jeter\n",
+      "Derek King\n",
+      "Derek Lowe\n",
+      "Derek Parra\n",
+      "Derian Hatcher\n",
+      "Derrick Battie\n",
+      "Derrick Rodgers\n",
+      "Derrick Taylor\n",
+      "Des Brown\n",
+      "Desiree Lemosi\n",
+      "Desiree McKenzie\n",
+      "Desmon Farmer\n",
+      "Devin Harris\n",
+      "Dewayne White\n",
+      "Dexter Jackson\n",
+      "Diana Krall\n",
+      "Diana Munz\n",
+      "Diana Renee Valdivieso Dubon\n",
+      "Diana Ross\n",
+      "Diana Silvius\n",
+      "Diana Taurasi\n",
+      "Diana Taylor\n",
+      "Diane Green\n",
+      "Diane Ladd\n",
+      "Diane Lane\n",
+      "Dianne Feinstein\n",
+      "Dianne Reeves\n",
+      "Dick Armey\n",
+      "Dick Bennett\n",
+      "Dick Cheney\n",
+      "Dick Clark\n",
+      "Dick Devine\n",
+      "Dick Jauron\n",
+      "Dick Latessa\n",
+      "Dick Posthumus\n",
+      "Dick Smothers\n",
+      "Dick Vermeil\n",
+      "Didier Defago\n",
+      "Diego Armando Maradona\n",
+      "Diego Colorado\n",
+      "Diego Diego Lerman\n",
+      "Dieter Holzer\n",
+      "Dieter Zetsche\n",
+      "Dimitar Berbatov\n",
+      "Dimitri Perricos\n",
+      "Din Samsudin\n",
+      "Dinah Turner\n",
+      "Dino Risi\n",
+      "Dino de Laurentis\n",
+      "Dinora Rosales\n",
+      "Dion Glover\n",
+      "Dionigi Tettamanzi\n",
+      "Dionne Warwick\n",
+      "Dionyssis Georgiadis\n",
+      "Dirk Kempthorne\n",
+      "Dita Von Tesse\n",
+      "Djabir Said-Guerni\n",
+      "Doc Rivers\n",
+      "Dolly Parton\n",
+      "Dolma Tsering\n",
+      "Dominic Monaghan\n",
+      "Dominick Dunne\n",
+      "Dominik Garcia-Lorido\n",
+      "Dominik Hrbaty\n",
+      "Dominique Perben\n",
+      "Dominique de Villepin\n",
+      "Don Boudria\n",
+      "Don Carcieri\n",
+      "Don Flanagan\n",
+      "Don Henley\n",
+      "Don Hewitt\n",
+      "Don King\n",
+      "Don Lake\n",
+      "Don Matthews\n",
+      "Don Meredith\n",
+      "Don Nickles\n",
+      "Don Siegelman\n",
+      "Donald Anderson\n",
+      "Donald Carty\n",
+      "Donald Evans\n",
+      "Donald Fehr\n",
+      "Donald Hays\n",
+      "Donald Keck\n",
+      "Donald Keyser\n",
+      "Donald Pettit\n",
+      "Donald Regan\n",
+      "Donald Rumsfeld\n",
+      "Donald Trump\n",
+      "Donatella Versace\n",
+      "Donna Barrera\n",
+      "Donna Brazile\n",
+      "Donna Morrissey\n",
+      "Donna Ralston\n",
+      "Donna Shalala\n",
+      "Donna Walker\n",
+      "Donnie Brennan\n",
+      "Donny Osmond\n",
+      "Dora Bakoyianni\n",
+      "Doris Roberts\n",
+      "Doris Schroeder\n",
+      "Dorothy Lamour\n",
+      "Dorothy Loudon\n",
+      "Dorothy Wilson\n",
+      "Dorthy Moxley\n",
+      "Dot Helms\n",
+      "Doug Christie\n",
+      "Doug Collins\n",
+      "Doug Duncan\n",
+      "Doug Melvin\n",
+      "Doug Moe\n",
+      "Doug Racine\n",
+      "Doug Wilson\n",
+      "Douglas Faneuil\n",
+      "Douglas Gansler\n",
+      "Douglas Meester\n",
+      "Douglas Paal\n",
+      "Dragan Covic\n",
+      "Drew Barrymore\n",
+      "Drew Bledsoe\n",
+      "Drew Gooden\n",
+      "Du Qinglin\n",
+      "Duane Barber\n",
+      "Duane Lee Chapman\n",
+      "Dudley Rogers\n",
+      "Dule Hill\n",
+      "Duncan Fletcher\n",
+      "Dunn Lampton\n",
+      "Dustan Mohr\n",
+      "Dustin Brown\n",
+      "Dustin Hoffman\n",
+      "Dusty Baker\n",
+      "Dwain Kyles\n",
+      "Dwayne Johnson\n",
+      "Dwayne Wade\n",
+      "Dwayne Williams\n",
+      "Dyab Abou Jahjah\n",
+      "Dyana Calub\n",
+      "E Clay Shaw\n",
+      "Earl Campbell\n",
+      "Earl Counter\n",
+      "Earl Fritts\n",
+      "Earl Scruggs\n",
+      "Ed Book\n",
+      "Ed Case\n",
+      "Ed Mekertichian\n",
+      "Ed Rendell\n",
+      "Ed Rosenthal\n",
+      "Ed Smart\n",
+      "Ed Sullivan\n",
+      "Ed Wade\n",
+      "Eddie Compass\n",
+      "Eddie Fenech Adami\n",
+      "Eddie Jordan\n",
+      "Eddie Lewis\n",
+      "Eddie Lucio\n",
+      "Eddie Murray\n",
+      "Eddie Sutton\n",
+      "Eddy Hartenstein\n",
+      "Eddy Merckx\n",
+      "Edgar Savisaar\n",
+      "Edie Falco\n",
+      "Edina Batar\n",
+      "Edith Masai\n",
+      "Edmund Hillary\n",
+      "Edmund Stoiber\n",
+      "Edouard Michelin\n",
+      "Eduard Limonov\n",
+      "Eduard Shevardnadze\n",
+      "Eduardo Chillida\n",
+      "Eduardo Duhalde\n",
+      "Eduardo Fischer\n",
+      "Eduardo Romero\n",
+      "Edward Albee\n",
+      "Edward Arsenault\n",
+      "Edward Belvin\n",
+      "Edward Burns\n",
+      "Edward Egan\n",
+      "Edward Flynn\n",
+      "Edward Greenspan\n",
+      "Edward James Olmos\n",
+      "Edward Johnson\n",
+      "Edward Kennedy\n",
+      "Edward Lohn\n",
+      "Edward Lu\n",
+      "Edward Norton\n",
+      "Edward Said\n",
+      "Edward Seaga\n",
+      "Edwin Edwards\n",
+      "Edwina Currie\n",
+      "Efrain Rios Montt\n",
+      "Eglis Yaima Cruz\n",
+      "Eileen Coparropa\n",
+      "Eileen Spina\n",
+      "Einars Repse\n",
+      "Ekaterina Dmitriev\n",
+      "Ekke Hard Forberg\n",
+      "El Hadji Diouf\n",
+      "Eladio Larez\n",
+      "Elaine Chao\n",
+      "Elaine Stritch\n",
+      "Elena Bereznaya\n",
+      "Elena Bovina\n",
+      "Elena Dementieva\n",
+      "Elena Likhovtseva\n",
+      "Elena Tihomirova\n",
+      "Elena de Chavez\n",
+      "Elgin Baylor\n",
+      "Eli Broad\n",
+      "Eli Rosenbaum\n",
+      "Eli Stutsman\n",
+      "Eliane Karp\n",
+      "Elias Attallah\n",
+      "Elijah Wood\n",
+      "Elijan Ingram\n",
+      "Elin Nordegren\n",
+      "Elinor Caplan\n",
+      "Eliott Spitzer\n",
+      "Elisabeth Schumacher\n",
+      "Elisabeth Welch\n",
+      "Elisha Cuthbert\n",
+      "Eliza Dushku\n",
+      "Eliza Manningham-Buller\n",
+      "Elizabeth Berkeley\n",
+      "Elizabeth Dole\n",
+      "Elizabeth Hill\n",
+      "Elizabeth Hurley\n",
+      "Elizabeth Pena\n",
+      "Elizabeth Regan\n",
+      "Elizabeth Shue\n",
+      "Elizabeth Smart\n",
+      "Elizabeth Taylor\n",
+      "Ellen Barkin\n",
+      "Ellen DeGeneres\n",
+      "Ellen Engleman\n",
+      "Ellen MacArthur\n",
+      "Ellen Martin\n",
+      "Ellen Pompeo\n",
+      "Ellen Saracini\n",
+      "Elliott Mincberg\n",
+      "Elmar Brok\n",
+      "Elodie Bouchez\n",
+      "Eloy Gutierrez\n",
+      "Elsa Zylberstein\n",
+      "Elton John\n",
+      "Elva Hsiao\n",
+      "Elvis Costello\n",
+      "Elvis Presley\n",
+      "Elvis Stojko\n",
+      "Emanuel Ginobili\n",
+      "Emelie Loit\n",
+      "Emile Lahoud\n",
+      "Emilio Azcarraga Jean\n",
+      "Emilio Botin\n",
+      "Emily Mason\n",
+      "Emily Mortimer\n",
+      "Emily Robison\n",
+      "Emily Stevens\n",
+      "Eminem\n",
+      "Emma Nicholson\n",
+      "Emma Thompson\n",
+      "Emma Watson\n",
+      "Emmanuel Filiberto\n",
+      "Emmanuel Milingo\n",
+      "Emmanuelle Beart\n",
+      "Emmanuelle Jagodsinski\n",
+      "Emmit Smith\n",
+      "Emmy Rossum\n",
+      "Emyr Jones Parry\n",
+      "Enola Rice\n",
+      "Enos Slaughter\n",
+      "Enrica Fico\n",
+      "Enrik Vendt\n",
+      "Enrique Bolanos\n",
+      "Enrique Haroldo Gorriaran Merlo\n",
+      "Enrique Iglesias\n",
+      "Enrique Medina Gomez\n",
+      "Enrique Oliu\n",
+      "Eric Bana\n",
+      "Eric Benet\n",
+      "Eric Christian Olsen\n",
+      "Eric Clapton\n",
+      "Eric Daze\n",
+      "Eric Dubin\n",
+      "Eric Fehr\n",
+      "Eric Hinske\n",
+      "Eric Idle\n",
+      "Eric Lindros\n",
+      "Eric Lloyd\n",
+      "Eric Robert Rudolph\n",
+      "Eric Rosser\n",
+      "Eric Ryan Donnelly\n",
+      "Eric Schacht\n",
+      "Eric Shinseki\n",
+      "Eric Snow\n",
+      "Eric Staal\n",
+      "Eric Taino\n",
+      "Eric Vigouroux\n",
+      "Eric Wedge\n",
+      "Erick Barkley\n",
+      "Erik Morales\n",
+      "Erika Christensen\n",
+      "Erika Harold\n",
+      "Erika Reyes\n",
+      "Eriko Tamura\n",
+      "Erin Brockovich\n",
+      "Erin Hershey Presley\n",
+      "Erin Runnion\n",
+      "Ernest Hollings\n",
+      "Ernesto Zedillo\n",
+      "Ernie Els\n",
+      "Ernie Eves\n",
+      "Ernie Fletcher\n",
+      "Ernie Grunfeld\n",
+      "Ernie Harwell\n",
+      "Ernie Preate\n",
+      "Ernie Stewart\n",
+      "Erskine Bowles\n",
+      "Erwin Abdullah\n",
+      "Erwin Mapasseng\n",
+      "Esad Landzo\n",
+      "Esteban Cordoba-Velazquez\n",
+      "Estella Warren\n",
+      "Estelle Morris\n",
+      "Ester Canadas\n",
+      "Esther Macklin\n",
+      "Ethan Hawke\n",
+      "Etta James\n",
+      "Eugene Melnyk\n",
+      "Eugene Teslovic\n",
+      "Eunice Barber\n",
+      "Eurico Guterres\n",
+      "Eva Amurri\n",
+      "Eva Dimas\n",
+      "Eva Herzigova\n",
+      "Eva Marie Saint\n",
+      "Eva Mendes\n",
+      "Evan Marriott\n",
+      "Evan Rachel Wood\n",
+      "Evander Holyfield\n",
+      "Eve Ensler\n",
+      "Eve Pelletier\n",
+      "Evelyn Lauder\n",
+      "Evgeni Plushenko\n",
+      "Evie Lazarou\n",
+      "Evo Morales\n",
+      "Ewan McGregor\n",
+      "Fabian Vargas\n",
+      "Fabiola Zuluaga\n",
+      "Fabrice Santoro\n",
+      "Fabricio Oberto\n",
+      "Faisal Iqbal\n",
+      "Faisal Saleh Hayat\n",
+      "Fann Wong\n",
+      "Farida Ragoonanan\n",
+      "Farouk Kaddoumi\n",
+      "Farouk al-Sharaa\n",
+      "Fatma Kusibeh\n",
+      "Fatmir Limaj\n",
+      "Faye Alibocus\n",
+      "Faye Dunaway\n",
+      "Faye Wong\n",
+      "Fayssal Mekdad\n",
+      "Fazal-ur-Rehman\n",
+      "Federico Castelan Sayre\n",
+      "Federico Fellini\n",
+      "Federico Trillo\n",
+      "Feliciano Lopez\n",
+      "Felicity Huffman\n",
+      "Felipe De Borbon\n",
+      "Felipe Fernandez\n",
+      "Felipe Perez Roque\n",
+      "Felix Doh\n",
+      "Felix Mantilla\n",
+      "Felix Sanchez\n",
+      "Felix Trinidad\n",
+      "Ferenc Madl\n",
+      "Fernando Alonso\n",
+      "Fernando Gonzalez\n",
+      "Fernando Henrique Cardoso\n",
+      "Fernando Hierro\n",
+      "Fernando Leon de Aranoa\n",
+      "Fernando Sanz\n",
+      "Fernando Valenzuela\n",
+      "Fernando Vargas\n",
+      "Fernando Velardez\n",
+      "Festus Mogae\n",
+      "Fidel Castro\n",
+      "Fidel Castro Daiz-Balart\n",
+      "Filip De Winter\n",
+      "Filippo Inzaghi\n",
+      "Filippo Volandri\n",
+      "Fiona Milne\n",
+      "Flavia Delaroli\n",
+      "Flavia Pennetta\n",
+      "Flor Montulo\n",
+      "Florecita Cobian\n",
+      "Florencia Kirchner\n",
+      "Florencia Macri\n",
+      "Floyd Keith\n",
+      "Floyd Mayweather\n",
+      "Fran Drescher\n",
+      "Frances Fisher\n",
+      "Francesco Totti\n",
+      "Francis Collins\n",
+      "Francis Crick\n",
+      "Francis Ford Coppola\n",
+      "Francis George\n",
+      "Francis Mer\n",
+      "Francis Ricciardone\n",
+      "Francisco Flores\n",
+      "Francisco Garcia\n",
+      "Francisco Maturana\n",
+      "Francisco Santos\n",
+      "Francisco Urenda\n",
+      "Franck Cerutti\n",
+      "Franco Cangele\n",
+      "Franco Dragone\n",
+      "Franco Frattini\n",
+      "Francois Botha\n",
+      "Francois Ozon\n",
+      "Francois Pienaar\n",
+      "Frank Abagnale Jr\n",
+      "Frank Beamer\n",
+      "Frank Bell\n",
+      "Frank Cassell\n",
+      "Frank Coraci\n",
+      "Frank Dunham Jr\n",
+      "Frank Griswold\n",
+      "Frank Hilldrup\n",
+      "Frank Hsieh\n",
+      "Frank Keating\n",
+      "Frank Lautenberg\n",
+      "Frank Marshall\n",
+      "Frank Murkowski\n",
+      "Frank Pallone\n",
+      "Frank Schmoekel\n",
+      "Frank Shea\n",
+      "Frank Sinatra\n",
+      "Frank Solich\n",
+      "Frank Stallone\n",
+      "Frank Taylor\n",
+      "Frank Van Ecke\n",
+      "Frank Wycheck\n",
+      "Frank Zappa\n",
+      "Franklin Brown\n",
+      "Franklin Damann\n",
+      "Franko Simatovic\n",
+      "Franz Beckenbauer\n",
+      "Franz Fischler\n",
+      "Franz Gsell\n",
+      "Franz Muentefering\n",
+      "Fred Durst\n",
+      "Fred Eckhard\n",
+      "Fred Funk\n",
+      "Fred Huff\n",
+      "Fred Rogers\n",
+      "Fred Swan\n",
+      "Fred Thompson\n",
+      "Fred Wilpon\n",
+      "Freda Black\n",
+      "Freddy Garcia\n",
+      "Freddy Vasques Kinchokpe\n",
+      "Frederick Madden\n",
+      "Frederique van der Wal\n",
+      "Fredric Seaman\n",
+      "Fruit Chan\n",
+      "Fujio Cho\n",
+      "Fujio Mitarai\n",
+      "GL Peiris\n",
+      "Gabi Zimmer\n",
+      "Gabriel Batistuta\n",
+      "Gabriel Farhi\n",
+      "Gabriel Hughes\n",
+      "Gabriel Jorge Ferreia\n",
+      "Gabriel Valdes\n",
+      "Gabriella Bo\n",
+      "Gabrielle Rose\n",
+      "Gabrielle Union\n",
+      "Gael Garcia Bermal\n",
+      "Gala Leon Garcia\n",
+      "Galen Rowell\n",
+      "Gao Qiang\n",
+      "Garry Alejano\n",
+      "Garry Kasparov\n",
+      "Garry McCoy\n",
+      "Garry Trudeau\n",
+      "Garry Witherall\n",
+      "Garth Drabinsky\n",
+      "Gary Bald\n",
+      "Gary Barnett\n",
+      "Gary Bauer\n",
+      "Gary Bergeron\n",
+      "Gary Bettman\n",
+      "Gary Carter\n",
+      "Gary Coleman\n",
+      "Gary Condit\n",
+      "Gary Dellaverson\n",
+      "Gary Doer\n",
+      "Gary Forsee\n",
+      "Gary Gero\n",
+      "Gary Gitnick\n",
+      "Gary Leon Ridgway\n",
+      "Gary Locke\n",
+      "Gary Marshall\n",
+      "Gary Paer\n",
+      "Gary Sayler\n",
+      "Gary Sinise\n",
+      "Gary Stevens\n",
+      "Gary Williams\n",
+      "Gary Winnick\n",
+      "Gaston Gaudio\n",
+      "Gavin Degraw\n",
+      "Gavyn Arthur\n",
+      "Gavyn Davies\n",
+      "Gen Meredith\n",
+      "Gene Autry\n",
+      "Gene Hackman\n",
+      "Gene Keady\n",
+      "Gene Orza\n",
+      "Gene Robinson\n",
+      "Gene Sauers\n",
+      "Gennifer Flowers\n",
+      "Geno Auriemma\n",
+      "Geoff Dixon\n",
+      "Geoff Hoon\n",
+      "Geoffrey Davis\n",
+      "Geoffrey Rush\n",
+      "George Allen\n",
+      "George Blaney\n",
+      "George Bovell\n",
+      "George Brumley\n",
+      "George Brumley III\n",
+      "George Clooney\n",
+      "George Foreman\n",
+      "George Galloway\n",
+      "George Gregan\n",
+      "George HW Bush\n",
+      "George Harrison\n",
+      "George Karl\n",
+      "George Lopez\n",
+      "George Lucas\n",
+      "George Maxwell Richards\n",
+      "George McCloud\n",
+      "George Murphy\n",
+      "George P Bush\n",
+      "George Papandreou\n",
+      "George Pataki\n",
+      "George Plimpton\n",
+      "George Robertson\n",
+      "George Roy Hill\n",
+      "George Ryan\n",
+      "George Tenet\n",
+      "George Voinovich\n",
+      "George W Bush\n",
+      "Georgi Parvanov\n",
+      "Georgia Giddings\n",
+      "Georgina Bardach\n",
+      "Georgina Papin\n",
+      "Geovani Lapentti\n",
+      "Gerald Barbarito\n",
+      "Gerald Calabrese\n",
+      "Gerald Fitch\n",
+      "Gerald Ford\n",
+      "Gerald Riley\n",
+      "Geraldine Chaplin\n",
+      "Geraldo Rivera\n",
+      "Gerard Butler\n",
+      "Gerard Depardieu\n",
+      "Gerard Kleisterlee\n",
+      "Gerard Tronche\n",
+      "Gerard de Cortanze\n",
+      "Gerardo Gambala\n",
+      "Gerhard Boekel\n",
+      "Gerhard Schmid\n",
+      "Gerhard Schroeder\n",
+      "German Khan\n",
+      "Gerrit Zalm\n",
+      "Gerry Adams\n",
+      "Gerry Kelly\n",
+      "Gerry Parsky\n",
+      "Ghassan Elashi\n",
+      "Gholamreza Aghazadeh\n",
+      "Gian Marco\n",
+      "Giancarlo Fisichella\n",
+      "Gianna Angelopoulos-Daskalaki\n",
+      "Gianni Agnelli\n",
+      "Giannina Facio\n",
+      "Gideon Black\n",
+      "Gideon Yago\n",
+      "Gil Cates\n",
+      "Gil de Ferran\n",
+      "Gilberto Rodriguez Orejuela\n",
+      "Gilberto Simoni\n",
+      "Gilles Panizzi\n",
+      "Gillian Anderson\n",
+      "Gina Centrello\n",
+      "Gina Gershon\n",
+      "Gina Lollobrigida\n",
+      "Gina Torres\n",
+      "Giovanny Cordoba\n",
+      "Gisele Bundchen\n",
+      "Giselle Estefania Tavarelli\n",
+      "Giulietta Masina\n",
+      "Giulio Andreotti\n",
+      "Giuseppe Gibilisco\n",
+      "Giuseppe Morchio\n",
+      "Glafcos Clerides\n",
+      "Glen Clark\n",
+      "Glen DaSilva\n",
+      "Glen Sather\n",
+      "Glenn Plummer\n",
+      "Glenn Rivers\n",
+      "Glenn Tilton\n",
+      "Gloria Allred\n",
+      "Gloria Gaynor\n",
+      "Gloria Macapagal Arroyo\n",
+      "Gloria Trevi\n",
+      "Goh Kun\n",
+      "Goldie Hawn\n",
+      "Gong Li\n",
+      "Gong Ruina\n",
+      "Gonzalo Barrientos\n",
+      "Gonzalo Sanchez de Lozada\n",
+      "Goran Persson\n",
+      "Goran Zivkovic\n",
+      "Gordana Grubin\n",
+      "Gorden Tallis\n",
+      "Gordon Brown\n",
+      "Gordon Campbell\n",
+      "Gordon Cooper\n",
+      "Gordon Lightfoot\n",
+      "Gordon McDonald\n",
+      "Gore Verbinski\n",
+      "Gore Vidal\n",
+      "Grace Brinell\n",
+      "Grace Dodd\n",
+      "Grace Kelly\n",
+      "Gracia Burnham\n",
+      "Graciano Rocchigiani\n",
+      "Grady Irvin Jr\n",
+      "Grady Little\n",
+      "Graeme Lloyd\n",
+      "Graeme Smith\n",
+      "Graham Bentley\n",
+      "Grant Hackett\n",
+      "Grant Rossenmeyer\n",
+      "Gray Davis\n",
+      "Greg Frers\n",
+      "Greg Gilbert\n",
+      "Greg Hennigar\n",
+      "Greg Hodge\n",
+      "Greg Kinnear\n",
+      "Greg Kinsey\n",
+      "Greg Ostertag\n",
+      "Greg Owen\n",
+      "Greg Rusedski\n",
+      "Gregg Berhalter\n",
+      "Gregg Popovich\n",
+      "Gregor Gysi\n",
+      "Gregorio Honasan\n",
+      "Gregorio Rosal\n",
+      "Gregory Geoffroy\n",
+      "Gregory Hines\n",
+      "Gregory Peck\n",
+      "Gretchen Mol\n",
+      "Griffin Colvin\n",
+      "Gro Harlem Brundtland\n",
+      "Guangdong Ou Guangyuan\n",
+      "Guennadi Chipouline\n",
+      "Guenter Verheugen\n",
+      "Guido Westerwelle\n",
+      "Guillaume Cannet\n",
+      "Guillaume Depardieu\n",
+      "Guillaume Soro\n",
+      "Guillermo Canas\n",
+      "Guillermo Coria\n",
+      "Guillermo Monroy\n",
+      "Guillermo Ortiz\n",
+      "Guillermo Ruiz Polanco\n",
+      "Gunilla Backman\n",
+      "Gunter Pleuger\n",
+      "Gus Frerotte\n",
+      "Gus Van Sant\n",
+      "Gustavo Cisneros\n",
+      "Gustavo Franco\n",
+      "Gustavo Kuerten\n",
+      "Gustavo Noboa\n",
+      "Gustavo Terrazas\n",
+      "Guus Hiddink\n",
+      "Guy Hemmings\n",
+      "Guy Ritchie\n",
+      "Guy Verhofstadt\n",
+      "Gwen Stefani\n",
+      "Gwendal Peizerat\n",
+      "Gwyneth Paltrow\n",
+      "Habib Hisham\n",
+      "Habib Rizieq\n",
+      "Hadley Bilger\n",
+      "Hal Gehman\n",
+      "Hal McCoy\n",
+      "Hal Sellers\n",
+      "Hal Sutton\n",
+      "Halbert Fillinger\n",
+      "Halle Berry\n",
+      "Ham Pong-sil\n",
+      "Hama Arba Diallo\n",
+      "Hamad Bin Isa al-Khalifa\n",
+      "Hamad Bin Jassim\n",
+      "Hamid Efendi\n",
+      "Hamid Karzai\n",
+      "Hamid Reza Asefi\n",
+      "Hamza Atiya Muhsen\n",
+      "Hamzah Haz\n",
+      "Han Sung Joo\n",
+      "Hana Makhmalbaf\n",
+      "Hana Sadiq\n",
+      "Hana Urushima\n",
+      "Hanan Ashrawi\n",
+      "Hank Aaron\n",
+      "Hank Azaria\n",
+      "Hank Bass\n",
+      "Hank McKinnell\n",
+      "Hank Stram\n",
+      "Hannah Stockbauer\n",
+      "Hanns Schumacher\n",
+      "Hans-Christian Schmid\n",
+      "Hans Blix\n",
+      "Hans Corell\n",
+      "Hans Eichel\n",
+      "Hans Leistritz\n",
+      "Hans Peter Briegel\n",
+      "Harald Ringstorff\n",
+      "Harbhajan Singh\n",
+      "Harland Braun\n",
+      "Harold Brown\n",
+      "Harold Scott\n",
+      "Harriet Lessy\n",
+      "Harrison Ford\n",
+      "Harry Belafonte\n",
+      "Harry Kalas\n",
+      "Harry Schmidt\n",
+      "Hartmut Mehdorn\n",
+      "Harvey Fierstein\n",
+      "Harvey Wachsman\n",
+      "Harvey Weinstein\n",
+      "Hasan Wirayuda\n",
+      "Hashan Tillakaratne\n",
+      "Hashim Thaci\n",
+      "Hassan Nasrallah\n",
+      "Hassan Wirajuda\n",
+      "Hassanal Bolkiah\n",
+      "Hatsui Hasuike\n",
+      "Haydar Aliyev\n",
+      "Hayden Panettiere\n",
+      "Hayley Tullett\n",
+      "Heath Ledger\n",
+      "Heather Chinnock\n",
+      "Heather Locklear\n",
+      "Heather Mills\n",
+      "Heather Whitestone McCallum\n",
+      "Heather Willson\n",
+      "Hector Babenco\n",
+      "Hector Grullon\n",
+      "Hector Mitelman\n",
+      "Hedayat Amin Arsala\n",
+      "Hee-Won Han\n",
+      "Heidi Fleiss\n",
+      "Heidi Klum\n",
+      "Heinrich Wolfgang\n",
+      "Heinz Feldmann\n",
+      "Heizo Takenaka\n",
+      "Helen Alvare\n",
+      "Helen Clark\n",
+      "Helen Darling\n",
+      "Helena Schneider\n",
+      "Helene Eksterowicz\n",
+      "Helio Castroneves\n",
+      "Helio Rubens Garcia\n",
+      "Helmut Panke\n",
+      "Helo Pinheiro\n",
+      "Henk Bekedam\n",
+      "Henning Scherf\n",
+      "Henri Proglio\n",
+      "Henrique Meirelles\n",
+      "Henry Castellanos\n",
+      "Henry Hilow\n",
+      "Henry Hyde\n",
+      "Henry Kissinger\n",
+      "Henry Suazo\n",
+      "Herb Brooks\n",
+      "Herb Dhaliwal\n",
+      "Herb Ritts\n",
+      "Herb Sendek\n",
+      "Herbert Haupt\n",
+      "Herbie Hancock\n",
+      "Herman Edwards\n",
+      "Herman Moore\n",
+      "Hermando Harton\n",
+      "Hermann Maier\n",
+      "Hermes Gamonal\n",
+      "Hermogenes Ebdane Jr\n",
+      "Hernan Crespo\n",
+      "Hernan Diaz\n",
+      "Herta Daeubler-Gmelin\n",
+      "Hestrie Cloette\n",
+      "Hichiro Naemura\n",
+      "Hideki Matsui\n",
+      "Hideki Sato\n",
+      "Hidetoshi Nakata\n",
+      "Hikmat al-Azzawi\n",
+      "Hilary Duff\n",
+      "Hilary McKay\n",
+      "Hilda Fortune\n",
+      "Hillary Clinton\n",
+      "Hilmi Akin Zorlu\n",
+      "Hilmi Ozkok\n",
+      "Himmler Rebu\n",
+      "Hipolito Mejia\n",
+      "Hiroki Gomi\n",
+      "Hiroyuki Yoshino\n",
+      "Hisao Oguchi\n",
+      "Hisashi Owada\n",
+      "Hisham Halawi\n",
+      "Hitomi Soga\n",
+      "Hitoshi Oshitani\n",
+      "Hitoshi Tanaka\n",
+      "Hoda Asfor\n",
+      "Holly Hunter\n",
+      "Holly Robinson Peete\n",
+      "Hong Myung\n",
+      "Hootie Johnson\n",
+      "Horace Donovan Reid\n",
+      "Horace Newcomb\n",
+      "Horacio Julio Pina\n",
+      "Horacio de Jesus Montoya\n",
+      "Horst Koehler\n",
+      "Hosni Mubarak\n",
+      "Howard Dean\n",
+      "Howard Ross\n",
+      "Howard Schultz\n",
+      "Howard Smith\n",
+      "Howard Stern\n",
+      "Howard Stringer\n",
+      "Howard Wilkinson\n",
+      "Hrithik Roshan\n",
+      "Hu Jintao\n",
+      "Hu Maoyuan\n",
+      "Huan Chung Yi\n",
+      "Huang Suey-Sheng\n",
+      "Hubert Green\n",
+      "Hubie Brown\n",
+      "Hugh Campbell\n",
+      "Hugh Carey\n",
+      "Hugh Grant\n",
+      "Hugh Hefner\n",
+      "Hugh Jessiman\n",
+      "Hugh Miller\n",
+      "Hugo Chavez\n",
+      "Hugo Colace\n",
+      "Hugo Conte\n",
+      "Humberto Coelho\n",
+      "Humberto Espinoza\n",
+      "Hun Sen\n",
+      "Hung Wan-ting\n",
+      "Hunter Bates\n",
+      "Hunter Kemper\n",
+      "Hushiar Zebari\n",
+      "Hussam Mohammed Amin\n",
+      "Hussein Malik\n",
+      "Hutomo Mandala Putra\n",
+      "Hwang Doo-yun\n",
+      "Iain Anderson\n",
+      "Iain Duncan Smith\n",
+      "Iain Richmond\n",
+      "Ian Campbell\n",
+      "Ian Gillan\n",
+      "Ian Huntley\n",
+      "Ian Knop\n",
+      "Ian McKellen\n",
+      "Ian Moran\n",
+      "Ian Smith\n",
+      "Ian Thorpe\n",
+      "Ian Wilmut\n",
+      "Iban Mayo\n",
+      "Ibrahim Al-Marashi\n",
+      "Ibrahim Haddad\n",
+      "Ibrahim Hilal\n",
+      "Ibrahim Jaafari\n",
+      "Ibrahim Rugova\n",
+      "Idi Amin\n",
+      "Ignacio Antonio Velasco\n",
+      "Ignatius Wang\n",
+      "Igor Ivanov\n",
+      "Igor Trunov\n",
+      "Ilan Goldfajn\n",
+      "Ilan Ramon\n",
+      "Ilham Aliev\n",
+      "Ilie Nastase\n",
+      "Imad Khadduri\n",
+      "Imad Moustapha\n",
+      "Imam Samudra\n",
+      "Imelda Marcos\n",
+      "Imran Khan\n",
+      "Imre Kertasz\n",
+      "Inam-ul-Haq\n",
+      "Infanta Cristina\n",
+      "Inga Hall\n",
+      "Ingrid Betancourt\n",
+      "Inocencio Arias\n",
+      "Intisar Ajouri\n",
+      "Ion Iliescu\n",
+      "Ion Tiriac\n",
+      "Ira Einhorn\n",
+      "Iran Brown\n",
+      "Irene Kahn\n",
+      "Irfan Ahmed\n",
+      "Irina Framtsova\n",
+      "Irina Lobacheva\n",
+      "Irina Yatchenko\n",
+      "Irv Nathan\n",
+      "Irwan Fadzi Idris\n",
+      "Isabel Orellana\n",
+      "Isabela Moraes\n",
+      "Isabella Rossellini\n",
+      "Isabelle Huppert\n",
+      "Isaiah Washington\n",
+      "Ishaq Shahryar\n",
+      "Isidro Pastor\n",
+      "Islam Karimov\n",
+      "Ismael Miranda\n",
+      "Ismail Abu Shanab\n",
+      "Ismail Cem\n",
+      "Ismail Khan\n",
+      "Ismail Merchant\n",
+      "Itamar Franco\n",
+      "Itzhak Perlman\n",
+      "Iva Majoli\n",
+      "Ivan Helguera\n",
+      "Ivan Lee\n",
+      "Ivan Shvedoff\n",
+      "Ivan Stambolic\n",
+      "Ivana Trump\n",
+      "Iveta Benesova\n",
+      "Ivo Dubs\n",
+      "Izzat Ibrahim\n",
+      "JC Chasez\n",
+      "JJ Redick\n",
+      "JK Rowling\n",
+      "JP Suarez\n",
+      "JT Snow\n",
+      "Jaap de Hoop Scheffer\n",
+      "Jack Goodman\n",
+      "Jack Grubman\n",
+      "Jack Knowlton\n",
+      "Jack LaLanne\n",
+      "Jack Nicholson\n",
+      "Jack Osbourne\n",
+      "Jack Smith\n",
+      "Jack Straw\n",
+      "Jack Valenti\n",
+      "Jack Welch\n",
+      "Jackie Chan\n",
+      "Jackie Dennis\n",
+      "Jackie Sherrill\n",
+      "Jacky Cheung\n",
+      "Jacob Frenkel\n",
+      "Jacqueline Edwards\n",
+      "Jacqueline Gold\n",
+      "Jacqueline Marris\n",
+      "Jacqueline Obradors\n",
+      "Jacques Chirac\n",
+      "Jacques Kallis\n",
+      "Jacques Rogge\n",
+      "Jacques Villeneuve\n",
+      "Jada Pinkett Smith\n",
+      "Jade Jagger\n",
+      "Jafar Umar Thalib\n",
+      "Jaime Orti\n",
+      "Jaime Pressly\n",
+      "Jake Brace\n",
+      "Jake Gyllenhaal\n",
+      "Jake Plummer\n",
+      "Jakob Kellenberger\n",
+      "Jalal Talabani\n",
+      "Jalen Rose\n",
+      "James Baker\n",
+      "James Ballenger\n",
+      "James Barksdale\n",
+      "James Becker\n",
+      "James Blake\n",
+      "James Brazelton\n",
+      "James Brosnahan\n",
+      "James Brown\n",
+      "James Butts\n",
+      "James Caan\n",
+      "James Cameron\n",
+      "James Carville\n",
+      "James Coburn\n",
+      "James Collinson\n",
+      "James Comey\n",
+      "James Coviello\n",
+      "James Cunningham\n",
+      "James Dingemans\n",
+      "James Franco\n",
+      "James Gandolfini\n",
+      "James Gibson\n",
+      "James Hakett\n",
+      "James Hallock\n",
+      "James Harris\n",
+      "James Hill\n",
+      "James Hoffa\n",
+      "James Hughes\n",
+      "James Ivory\n",
+      "James Jones\n",
+      "James Kelly\n",
+      "James Kirtley\n",
+      "James Kopp\n",
+      "James Layug\n",
+      "James Lockhart\n",
+      "James Maguire\n",
+      "James Mathis\n",
+      "James May\n",
+      "James McGreevey\n",
+      "James McMahon\n",
+      "James McPherson\n",
+      "James Meeks\n",
+      "James Meredeth\n",
+      "James Morris\n",
+      "James Murdoch\n",
+      "James Parker\n",
+      "James Phelps\n",
+      "James Roberts\n",
+      "James Robertson Jr\n",
+      "James Schultz\n",
+      "James Sensenbrenner\n",
+      "James Smith\n",
+      "James Spalding\n",
+      "James Traficant\n",
+      "James W Kennedy\n",
+      "James Wallack\n",
+      "James Watt\n",
+      "James Wattana\n",
+      "James Williams\n",
+      "James Wolfensohn\n",
+      "James Young\n",
+      "Jamie Carey\n",
+      "Jamie Cooke\n",
+      "Jamie Dimon\n",
+      "Jamie Kellner\n",
+      "Jamie King\n",
+      "Jamie Lee Curtis\n",
+      "Jamie Martin\n",
+      "Jamie Olis\n",
+      "Jamie Villafane\n",
+      "Jamir Miller\n",
+      "Jamling Norgay\n",
+      "Jan-Michael Gambill\n",
+      "Jan Bjoerklund\n",
+      "Jan De Bont\n",
+      "Jan Paul Miller\n",
+      "Jan Peter Balkenende\n",
+      "Jan Petersen\n",
+      "Jan Pronk\n",
+      "Jan Ullrich\n",
+      "Jan van Breda Kolff\n",
+      "Jana Henke\n",
+      "Jana Pittman\n",
+      "Jane Clayson\n",
+      "Jane Fonda\n",
+      "Jane Kaczmarek\n",
+      "Jane Krakowski\n",
+      "Jane Leeves\n",
+      "Jane Menelaus\n",
+      "Jane Pauley\n",
+      "Jane Riley\n",
+      "Jane Rooney\n",
+      "Jane Russell\n",
+      "Jane Walker Wood\n",
+      "Janela Jara\n",
+      "Janet Chandler\n",
+      "Janet Crawford\n",
+      "Janet Ecker\n",
+      "Janet Horvath\n",
+      "Janet Leigh\n",
+      "Janet Napolitano\n",
+      "Janet Thorpe\n",
+      "Janette Husarova\n",
+      "Janez Drnovsek\n",
+      "Janica Kostelic\n",
+      "Janice Abreu\n",
+      "Janice Goldfinger\n",
+      "Janine Pietsch\n",
+      "Janis Ruth Coulter\n",
+      "Janusz Kaminski\n",
+      "Jaouad Gharib\n",
+      "Jaqueline Godoy\n",
+      "Jaromir Jagr\n",
+      "Jason Alexander\n",
+      "Jason Bentley\n",
+      "Jason Biggs\n",
+      "Jason Campbell\n",
+      "Jason Clermont\n",
+      "Jason Gardner\n",
+      "Jason Jennings\n",
+      "Jason Kapono\n",
+      "Jason Keep\n",
+      "Jason Kidd\n",
+      "Jason Lezak\n",
+      "Jason Mewes\n",
+      "Jason Petty\n",
+      "Jason Priestley\n",
+      "Jason Sehorn\n",
+      "Jason Sorens\n",
+      "Jason Statham\n",
+      "Jason Vale\n",
+      "Jason White\n",
+      "Javier Bardem\n",
+      "Javier Camara\n",
+      "Javier Delgado\n",
+      "Javier Saviola\n",
+      "Javier Solana\n",
+      "Javier Vargas\n",
+      "Javier Vazquez\n",
+      "Javier Weber\n",
+      "Javier Zanetti\n",
+      "Jawad Boulus\n",
+      "Jay Garner\n",
+      "Jay Leno\n",
+      "Jay Rasulo\n",
+      "Jaymon Crabb\n",
+      "Jayne Yarris\n",
+      "Jayson Williams\n",
+      "Jean-Claude Braquet\n",
+      "Jean-Claude Juncker\n",
+      "Jean-Claude Trichet\n",
+      "Jean-Claude Van Damme\n",
+      "Jean-David Levitte\n",
+      "Jean-Francois Lemounier\n",
+      "Jean-Francois Pontal\n",
+      "Jean-Luc Bideau\n",
+      "Jean-Marc Olive\n",
+      "Jean-Marc de La Sabliere\n",
+      "Jean-Patrick Nazon\n",
+      "Jean-Pierre Bemba\n",
+      "Jean-Pierre Raffarin\n",
+      "Jean-Rene Fourtou\n",
+      "Jean-Sebastien Giguere\n",
+      "Jean Brumley\n",
+      "Jean Carnahan\n",
+      "Jean Charest\n",
+      "Jean Chretien\n",
+      "Jean Nagel\n",
+      "Jean Todt\n",
+      "Jeane Kirkpatrick\n",
+      "Jeanette Gray\n",
+      "Jeanette Stauffer\n",
+      "Jeanne Anne Schroeder\n",
+      "Jeanne Moreau\n",
+      "Jeannette Biedermann\n",
+      "Jeb Bush\n",
+      "Jeff Bridges\n",
+      "Jeff Bzdelik\n",
+      "Jeff Dederian\n",
+      "Jeff Feldman\n",
+      "Jeff George\n",
+      "Jeff Hornacek\n",
+      "Jeff Roehm\n",
+      "Jeff Schiffner\n",
+      "Jeff Van Gundy\n",
+      "Jeff Weaver\n",
+      "Jefferson Perez\n",
+      "Jeffery Hendren\n",
+      "Jeffery Strelzin\n",
+      "Jeffrey Archer\n",
+      "Jeffrey Ashby\n",
+      "Jeffrey Donaldson\n",
+      "Jeffrey Immelt\n",
+      "Jeffrey Jones\n",
+      "Jeffrey Katzenberg\n",
+      "Jeffrey Pfeffer\n",
+      "Jeffrey Scott Postell\n",
+      "Jelena Dokic\n",
+      "Jen Bice\n",
+      "Jen Schefft\n",
+      "Jenna Elfman\n",
+      "Jennette Bradley\n",
+      "Jennie Finch\n",
+      "Jennie Garth\n",
+      "Jennifer Aniston\n",
+      "Jennifer Capriati\n",
+      "Jennifer Connelly\n",
+      "Jennifer Furminger\n",
+      "Jennifer Garner\n",
+      "Jennifer Granholm\n",
+      "Jennifer Gratz\n",
+      "Jennifer Keller\n",
+      "Jennifer Lopez\n",
+      "Jennifer Love Hewitt\n",
+      "Jennifer McCoy\n",
+      "Jennifer Murray\n",
+      "Jennifer Pena\n",
+      "Jennifer Reilly\n",
+      "Jennifer Renee Short\n",
+      "Jennifer Rodriguez\n",
+      "Jennifer Thompson\n",
+      "Jennifer Tilly\n",
+      "Jenny Romero\n",
+      "Jens Lehmann\n",
+      "Jeong Se-hyun\n",
+      "Jerelle Kraus\n",
+      "Jeremy Fogel\n",
+      "Jeremy Gompertz\n",
+      "Jeremy Greenstock\n",
+      "Jeremy Shockey\n",
+      "Jeremy Wotherspoon\n",
+      "Jeri Ryan\n",
+      "Jerome Golmard\n",
+      "Jerome Jenkins\n",
+      "Jerry Angelo\n",
+      "Jerry Bruckheimer\n",
+      "Jerry Colangelo\n",
+      "Jerry Falwell\n",
+      "Jerry Hall\n",
+      "Jerry Jones\n",
+      "Jerry Lewis\n",
+      "Jerry McEntee\n",
+      "Jerry Oliver\n",
+      "Jerry Pauley\n",
+      "Jerry Regier\n",
+      "Jerry Rice\n",
+      "Jerry Seinfeld\n",
+      "Jerry Sexton\n",
+      "Jerry Sloan\n",
+      "Jerry Springer\n",
+      "Jerry Tarkanian\n",
+      "Jesper Parnevik\n",
+      "Jesse Harris\n",
+      "Jesse Helms\n",
+      "Jesse Jackson\n",
+      "Jesse James\n",
+      "Jesse James Leija\n",
+      "Jesse Ventura\n",
+      "Jessica Alba\n",
+      "Jessica Biel\n",
+      "Jessica Brungo\n",
+      "Jessica Capshaw\n",
+      "Jessica Lange\n",
+      "Jessica Lynch\n",
+      "Jessica Simpson\n",
+      "Jesus Cardenal\n",
+      "Jewel Howard-Taylor\n",
+      "Jia Qinglin\n",
+      "Jiang Zemin\n",
+      "Jim Abbott\n",
+      "Jim Ahern\n",
+      "Jim Anderson\n",
+      "Jim Beattie\n",
+      "Jim Bollman\n",
+      "Jim Bunning\n",
+      "Jim Calhoun\n",
+      "Jim Cantalupo\n",
+      "Jim Carrey\n",
+      "Jim Doyle\n",
+      "Jim Edmonds\n",
+      "Jim Fassel\n",
+      "Jim Flaherty\n",
+      "Jim Freudenberg\n",
+      "Jim Furyk\n",
+      "Jim Greenwood\n",
+      "Jim Hahn\n",
+      "Jim Hardin\n",
+      "Jim Harrick\n",
+      "Jim Haslett\n",
+      "Jim Hendry\n",
+      "Jim Jeffords\n",
+      "Jim Kelly\n",
+      "Jim Leach\n",
+      "Jim Letten\n",
+      "Jim Nochols\n",
+      "Jim OBrien\n",
+      "Jim Otto\n",
+      "Jim Parque\n",
+      "Jim Paxson\n",
+      "Jim Piper\n",
+      "Jim Ryan\n",
+      "Jim Schwarz\n",
+      "Jim Spinoza\n",
+      "Jim Sterk\n",
+      "Jim Talent\n",
+      "Jim Taylor\n",
+      "Jim Thome\n",
+      "Jim Tressel\n",
+      "Jim Wall\n",
+      "Jim Wessling\n",
+      "Jim Wong\n",
+      "Jim Zorn\n",
+      "Jimmy Carter\n",
+      "Jimmy Gobble\n",
+      "Jimmy Gurule\n",
+      "Jimmy Iovine\n",
+      "Jimmy Jimenez\n",
+      "Jimmy Kimmel\n",
+      "Jimmy Lee\n",
+      "Jimmy Smits\n",
+      "Jimmy Szymanski\n",
+      "Jiri Novak\n",
+      "Jo Dee Messina\n",
+      "Jo Joong-hyon\n",
+      "Joan Claybrook\n",
+      "Joan Collins\n",
+      "Joan Dangerfield\n",
+      "Joan Jett\n",
+      "Joan Laporta\n",
+      "Joanna Poitier\n",
+      "Joanne Duquette\n",
+      "Joanne Woodward\n",
+      "Joao Rocha\n",
+      "Joaquim Levy\n",
+      "Joaquim Rodriguez\n",
+      "Joaquin Phoenix\n",
+      "Joaquin Sanchez\n",
+      "Job Cohen\n",
+      "Jodie Foster\n",
+      "Jodie Henry\n",
+      "Jodie Kidd\n",
+      "Jody Richards\n",
+      "Joe Calzaghe\n",
+      "Joe Carnahan\n",
+      "Joe Cocker\n",
+      "Joe Cravens\n",
+      "Joe Crede\n",
+      "Joe Darrell\n",
+      "Joe DeLamielleure\n",
+      "Joe Dicaro\n",
+      "Joe Dumars\n",
+      "Joe Finley\n",
+      "Joe Friedberg\n",
+      "Joe Garner\n",
+      "Joe Gatti\n",
+      "Joe Glover\n",
+      "Joe Leonard\n",
+      "Joe Lieberman\n",
+      "Joe Mantegna\n",
+      "Joe Mantello\n",
+      "Joe Mendes\n",
+      "Joe Metz\n",
+      "Joe Nichols\n",
+      "Joe Pantoliano\n",
+      "Joe Paterno\n",
+      "Joe Plumeri\n",
+      "Joe Strummer\n",
+      "Joe Torre\n",
+      "Joe Vandever\n",
+      "Joel Gallen\n",
+      "Joel Todd\n",
+      "Joerg Haider\n",
+      "Joey Buttafuoco\n",
+      "Joey Harrington\n",
+      "Joey Mantia\n",
+      "Johan Bruyneel\n",
+      "Johannes Rau\n",
+      "John Abizaid\n",
+      "John Allen Muhammad\n",
+      "John Anderson\n",
+      "John Ashcroft\n",
+      "John Baldacci\n",
+      "John Banko\n",
+      "John Barnett\n",
+      "John Belushi\n",
+      "John Blaney\n",
+      "John Bolton\n",
+      "John Bond\n",
+      "John Brady\n",
+      "John Burkett\n",
+      "John Burnett\n",
+      "John Connolly\n",
+      "John Coomber\n",
+      "John Cornyn\n",
+      "John Cruz\n",
+      "John Cusack\n",
+      "John Dallager\n",
+      "John Daly Jr\n",
+      "John Danforth\n",
+      "John Darby\n",
+      "John Duprey\n",
+      "John Eastman\n",
+      "John Eder\n",
+      "John Edwards\n",
+      "John Elway\n",
+      "John Engler\n",
+      "John F Kennedy Jr\n",
+      "John Fenn\n",
+      "John Ferguson\n",
+      "John Fox\n",
+      "John Franco\n",
+      "John Garamendi\n",
+      "John Geoghan\n",
+      "John Goold\n",
+      "John Gordnick\n",
+      "John Gruden\n",
+      "John Hartson\n",
+      "John Henry\n",
+      "John Herrington\n",
+      "John Howard\n",
+      "John Jones\n",
+      "John Jumper\n",
+      "John Kerr\n",
+      "John Kerry\n",
+      "John Lawrence\n",
+      "John Leguizamo\n",
+      "John Lennon\n",
+      "John Lisowski\n",
+      "John Lithgow\n",
+      "John Lynch\n",
+      "John Mabry\n",
+      "John Madden\n",
+      "John Malkovich\n",
+      "John Manley\n",
+      "John Marburger\n",
+      "John Mayer\n",
+      "John McCain\n",
+      "John McCallum\n",
+      "John McCormack\n",
+      "John McEnroe\n",
+      "John McKay\n",
+      "John Moe\n",
+      "John Moxley\n",
+      "John Nash\n",
+      "John Negroponte\n",
+      "John Nimmo\n",
+      "John Norquist\n",
+      "John Paul DeJoria\n",
+      "John Paul II\n",
+      "John Perrota\n",
+      "John Petty\n",
+      "John Philip Elkann\n",
+      "John Prescott\n",
+      "John Reid\n",
+      "John Reilly\n",
+      "John Richardson\n",
+      "John Rigas\n",
+      "John Robbins\n",
+      "John Rosa\n",
+      "John Rowe\n",
+      "John Rowland\n",
+      "John Ruiz\n",
+      "John Rusnak\n",
+      "John Salazar\n",
+      "John Scarlett\n",
+      "John Sidgmore\n",
+      "John Snow\n",
+      "John Spencer\n",
+      "John Stallworth\n",
+      "John Starks\n",
+      "John Stockton\n",
+      "John Sununu\n",
+      "John Sweeney\n",
+      "John Swofford\n",
+      "John Taylor\n",
+      "John Thune\n",
+      "John Timoney\n",
+      "John Travolta\n",
+      "John Tyson\n",
+      "John Velazquez\n",
+      "John Walsh\n",
+      "John Warner\n",
+      "John Wayne\n",
+      "John White\n",
+      "John Williams\n",
+      "John Wolf\n",
+      "John Wright\n",
+      "Johnnie Lynn\n",
+      "Johnny Benson\n",
+      "Johnny Carson\n",
+      "Johnny Depp\n",
+      "Johnny Hallyday\n",
+      "Johnny Htu\n",
+      "Johnny Tapia\n",
+      "Johnny Unitas\n",
+      "Johnson Panjaitan\n",
+      "Jolanta Kwasniewski\n",
+      "Jon Constance\n",
+      "Jon Corzine\n",
+      "Jon Gruden\n",
+      "Jon Kitna\n",
+      "Jon Stewart\n",
+      "Jon Voight\n",
+      "Jonathan Arden\n",
+      "Jonathan Byrd\n",
+      "Jonathan Edwards\n",
+      "Jonathan Fine\n",
+      "Jonathan Horton\n",
+      "Jonathan Karsh\n",
+      "Jonathan Mostow\n",
+      "Jonathan Schroeder\n",
+      "Jonathan Tiomkin\n",
+      "Jonathan Woodgate\n",
+      "Jong Thae Hwa\n",
+      "Jong Wook Lee\n",
+      "Jorge Alberto Galindo\n",
+      "Jorge Arce\n",
+      "Jorge Batlle\n",
+      "Jorge Castaneda\n",
+      "Jorge Enrique Jimenez\n",
+      "Jorge Marquez-Ruarte\n",
+      "Jorge Moreno\n",
+      "Jorge Quiroga\n",
+      "Jorge Rodolfo Canicoba Corral\n",
+      "Jorge Valdano\n",
+      "Jorma Huhtala\n",
+      "Joschka Fischer\n",
+      "Jose Acasuso\n",
+      "Jose Alencar\n",
+      "Jose Bove\n",
+      "Jose Canseco\n",
+      "Jose Canseco Sr\n",
+      "Jose Carlo Fernandez\n",
+      "Jose Carreras\n",
+      "Jose Cevallos\n",
+      "Jose Dirceu\n",
+      "Jose Genoino\n",
+      "Jose Jose\n",
+      "Jose Lina\n",
+      "Jose Lopez Beltran\n",
+      "Jose Luis Chilavert\n",
+      "Jose Luis Rodriguez Zapatero\n",
+      "Jose Luis Santiago Vasconcelos\n",
+      "Jose Manuel Durao Barroso\n",
+      "Jose Maria Aznar\n",
+      "Jose Miguel Aleman\n",
+      "Jose Mourinho\n",
+      "Jose Rosado\n",
+      "Jose Santos\n",
+      "Jose Sarney\n",
+      "Jose Serra\n",
+      "Jose Theodore\n",
+      "Jose Vicente Rangel\n",
+      "Jose Viegas Filho\n",
+      "Jose Woldenberg\n",
+      "Joseph Biden\n",
+      "Joseph Blatter\n",
+      "Joseph Deiss\n",
+      "Joseph Estrada\n",
+      "Joseph Fiennes\n",
+      "Joseph Galante\n",
+      "Joseph Ganim\n",
+      "Joseph Hoy\n",
+      "Joseph Kabila\n",
+      "Joseph LePore\n",
+      "Joseph Lopez\n",
+      "Joseph Nacchio\n",
+      "Joseph Ralston\n",
+      "Joseph Safra\n",
+      "Joseph Salgado\n",
+      "Josh Childress\n",
+      "Josh Evans\n",
+      "Josh Kronfeld\n",
+      "Joshua Davey\n",
+      "Joshua Gracin\n",
+      "Joshua Harapko\n",
+      "Joshua Perper\n",
+      "Joxel Garcia\n",
+      "Joy Bryant\n",
+      "Joy Lee Sadler\n",
+      "Juan Antonio Samaranch\n",
+      "Juan Carlos\n",
+      "Juan Carlos Ferrero\n",
+      "Juan Carlos Morales\n",
+      "Juan Carlos Ortega\n",
+      "Juan Fernandez\n",
+      "Juan Francisco Palencia\n",
+      "Juan Ignacio Chela\n",
+      "Juan Jose Lucas\n",
+      "Juan Manuel Marquez\n",
+      "Juan Pablo Montoya\n",
+      "Juan Roman Carrasco\n",
+      "Juan Roman Riquelme\n",
+      "Juan Sanchez\n",
+      "Juan Valencia Osorio\n",
+      "Juanes\n",
+      "Judd Davies\n",
+      "Jude Law\n",
+      "Judi Dench\n",
+      "Judi Patton\n",
+      "Judith Nathan\n",
+      "Judy Dean\n",
+      "Judy Genshaft\n",
+      "Judy Locy\n",
+      "Judy Spreckels\n",
+      "Judy Vassar\n",
+      "Juergen Braehmer\n",
+      "Juergen Chrobog\n",
+      "Juergen Peters\n",
+      "Juergen Schrempp\n",
+      "Juergen Trittin\n",
+      "Jules Asner\n",
+      "Julia Glass\n",
+      "Julia Ormond\n",
+      "Julia Tymoshenko\n",
+      "Julian Battle\n",
+      "Julian Fantino\n",
+      "Julianna Margulies\n",
+      "Julianne Moore\n",
+      "Julie Andrews\n",
+      "Julie Gerberding\n",
+      "Julie Goodenough\n",
+      "Julie Infante\n",
+      "Julie Taymor\n",
+      "Julien Boutter\n",
+      "Julien Varlet\n",
+      "Juliette Binoche\n",
+      "Juliette Lewis\n",
+      "Julio Cesar Chavez\n",
+      "Julio Cesar Franco\n",
+      "Julio De Brun\n",
+      "Julio Iglesias Jr\n",
+      "Julio Rossi\n",
+      "Julio Toro\n",
+      "Julius Barnes\n",
+      "Julius Erving\n",
+      "Juljia Vysotskij\n",
+      "Jung Bong\n",
+      "Junichi Inamoto\n",
+      "Junichiro Koizumi\n",
+      "Junko Tabei\n",
+      "Justin Gatlin\n",
+      "Justin Guarini\n",
+      "Justin Leonard\n",
+      "Justin Marshall\n",
+      "Justin Timberlake\n",
+      "Justin Wilson\n",
+      "Justine Henin\n",
+      "Justine Pasek\n",
+      "Kai-Uwe Ricke\n",
+      "Kaio Almeida\n",
+      "Kaisser Bazan\n",
+      "Kajsa Bergqvist\n",
+      "Kalid Kaid\n",
+      "Kalpana Chawla\n",
+      "Kamal Kharrazi\n",
+      "Kamel Morjane\n",
+      "Kang Gum-sil\n",
+      "Kaoru Hasuike\n",
+      "Kara Lynn Joyce\n",
+      "Kareena Kapoor\n",
+      "Karen Allen\n",
+      "Karen Clarkson\n",
+      "Karen Lynn Gorney\n",
+      "Karen Mok\n",
+      "Karen Pereiras\n",
+      "Karen Sharpe Kramer\n",
+      "Karin Pilsaeter\n",
+      "Karin Stoiber\n",
+      "Karin Viard\n",
+      "Karl-Heinz Rummenigge\n",
+      "Karol Kucera\n",
+      "Kaspar Villiger\n",
+      "Katalin Kollat\n",
+      "Kate Burton\n",
+      "Kate Capshaw\n",
+      "Kate Hudson\n",
+      "Kate Lee\n",
+      "Kate Moss\n",
+      "Kate Richardson\n",
+      "Kate Starbird\n",
+      "Kate Winslet\n",
+      "Katerina Smrzova\n",
+      "Katharine Hepburn\n",
+      "Katherine Harris\n",
+      "Kathie Louise Saunders\n",
+      "Kathleen Abernathy\n",
+      "Kathleen Glynn\n",
+      "Kathleen Kennedy Townsend\n",
+      "Kathryn Bigelow\n",
+      "Kathryn Grayson\n",
+      "Kathryn Morris\n",
+      "Kathryn Tucker\n",
+      "Kathy Baker\n",
+      "Kathy Bates\n",
+      "Kathy Gannon\n",
+      "Kathy Winters\n",
+      "Katie Boone\n",
+      "Katie Couric\n",
+      "Katie Harman\n",
+      "Katie Holmes\n",
+      "Katie Smith\n",
+      "Katie Wagner\n",
+      "Katja Riemann\n",
+      "Katrin Cartlidge\n",
+      "Katrin Susi\n",
+      "Kay Bailey Hutchison\n",
+      "Kay Behrensmeyer\n",
+      "Kaye Young\n",
+      "Keanu Reeves\n",
+      "Keiko Sofia Fujimori\n",
+      "Keira Knightley\n",
+      "Keith Bishop Jr\n",
+      "Keith Bogans\n",
+      "Keith Brown\n",
+      "Keith Fotta\n",
+      "Keith Foulke\n",
+      "Keith Lockhart\n",
+      "Keith Lowen\n",
+      "Keith Olbermann\n",
+      "Keith Osik\n",
+      "Keith Rodriguez\n",
+      "Keith Snyder\n",
+      "Keith Tyson\n",
+      "Keith Urban\n",
+      "Keith Van Horn\n",
+      "Keizo Yamada\n",
+      "Kelli White\n",
+      "Kellie Coffey\n",
+      "Kellie Greene\n",
+      "Kelly Clarkson\n",
+      "Kelly Leigh\n",
+      "Kelly Osbourne\n",
+      "Kelly Ripa\n",
+      "Kelly Santos\n",
+      "Kelsey Grammer\n",
+      "Kelvin Sampson\n",
+      "Kemal Dervis\n",
+      "Ken Balk\n",
+      "Ken Dorsey\n",
+      "Ken Kutaragi\n",
+      "Ken Loach\n",
+      "Ken Macha\n",
+      "Ken Watanabe\n",
+      "Ken Wharfe\n",
+      "Kenenisa Bekele\n",
+      "Kenneth Bowersox\n",
+      "Kenneth Branagh\n",
+      "Kenneth Brill\n",
+      "Kenneth Carlsen\n",
+      "Kenneth Cooper\n",
+      "Kenneth Dam\n",
+      "Kenneth Evans\n",
+      "Kenneth Reichert\n",
+      "Kenny Brack\n",
+      "Kenny Chesney\n",
+      "Kent McCord\n",
+      "Kent Robinson\n",
+      "Kent Rominger\n",
+      "Kevin Borseth\n",
+      "Kevin Costner\n",
+      "Kevin Crane\n",
+      "Kevin Garnett\n",
+      "Kevin Gil\n",
+      "Kevin Harvick\n",
+      "Kevin Hearn\n",
+      "Kevin James\n",
+      "Kevin Keegan\n",
+      "Kevin Marshall\n",
+      "Kevin Millwood\n",
+      "Kevin Nealon\n",
+      "Kevin Satterfield\n",
+      "Kevin Sorbo\n",
+      "Kevin Spacey\n",
+      "Kevin Stallings\n",
+      "Kevin Tarrant\n",
+      "Khader Rashid Rahim\n",
+      "Khaled Sawalhi\n",
+      "Khalid Khannouchi\n",
+      "Khalid Qazi\n",
+      "Khatol Mohammad Zai\n",
+      "Khin Nyunt\n",
+      "Khum Bahadur Khadka\n",
+      "Kieran Culkin\n",
+      "Kieran Prendergast\n",
+      "Kifah Ajouri\n",
+      "Kiki Vandeweghe\n",
+      "Kim Cattrall\n",
+      "Kim Chinn\n",
+      "Kim Clijsters\n",
+      "Kim Dae-jung\n",
+      "Kim Dong-hwa\n",
+      "Kim Dong-tae\n",
+      "Kim Gandy\n",
+      "Kim Hong-gul\n",
+      "Kim Hong-up\n",
+      "Kim Jin-sun\n",
+      "Kim Jong-Il\n",
+      "Kim Ryong-sung\n",
+      "Kim Su Nam\n",
+      "Kim Weeks\n",
+      "Kim Yong-il\n",
+      "Kim Yun-kyu\n",
+      "Kimberly Bruckner\n",
+      "Kimberly Stewart\n",
+      "Kimi Raikkonen\n",
+      "Kimora Lee\n",
+      "King Abdullah II\n",
+      "King Bhumibol Adulyadej\n",
+      "King Gyanendra\n",
+      "Kirby Puckett\n",
+      "Kirk Doerger\n",
+      "Kirk Douglas\n",
+      "Kirk Ferentz\n",
+      "Kirk Franklin\n",
+      "Kirk Johnson\n",
+      "Kirsten Clark\n",
+      "Kirsten Dunst\n",
+      "Kirsten Gilham\n",
+      "Kit Bond\n",
+      "Kitin Munoz\n",
+      "Kjell Magne Bondevik\n",
+      "Klaus Schwab\n",
+      "Klaus Zwickel\n",
+      "Kobe Bryant\n",
+      "Kofi Annan\n",
+      "Koichi Haraguchi\n",
+      "Koichi Tanaka\n",
+      "Koichiro Matsuura\n",
+      "Koji Uehara\n",
+      "Kong Quan\n",
+      "Kostya Tszyu\n",
+      "Kosuke Kitajima\n",
+      "Krishna Bhadur Mahara\n",
+      "Kristanna Loken\n",
+      "Kristen Breitweiser\n",
+      "Kristen Rivera\n",
+      "Kristin Chenoweth\n",
+      "Kristin Davis\n",
+      "Kristin Scott\n",
+      "Kristin Scott Thomas\n",
+      "Kristy Curry\n",
+      "Kultida Woods\n",
+      "Kurt Budke\n",
+      "Kurt Busch\n",
+      "Kurt Hellstrom\n",
+      "Kurt Russell\n",
+      "Kurt Schottenheimer\n",
+      "Kurt Suzuki\n",
+      "Kurt Tanabe\n",
+      "Kurt Thomas\n",
+      "Kurt Warner\n",
+      "Kwame Kilpatrick\n",
+      "Kweisi Mfume\n",
+      "Kwon Yang-sook\n",
+      "Kwon Young-gil\n",
+      "Kyle McLaren\n",
+      "Kyle Shewfelt\n",
+      "Kyoko Nakayama\n",
+      "Kyra Sedgwick\n",
+      "LK Advani\n",
+      "Lachlan Murdoch\n",
+      "Laila Ali\n",
+      "Lana Clarkson\n",
+      "Lance Armstrong\n",
+      "Lance Bass\n",
+      "Landon Donovan\n",
+      "Lane Bryant\n",
+      "Lane Odom\n",
+      "Lara Logan\n",
+      "Larenz Tate\n",
+      "Larry Anderson\n",
+      "Larry Beinfest\n",
+      "Larry Bowa\n",
+      "Larry Brown\n",
+      "Larry Campbell\n",
+      "Larry Coker\n",
+      "Larry Donald\n",
+      "Larry Ellison\n",
+      "Larry Eustachy\n",
+      "Larry Flynt\n",
+      "Larry Greene\n",
+      "Larry Hagman\n",
+      "Larry Hahn\n",
+      "Larry Harris\n",
+      "Larry Johnson\n",
+      "Larry Lindsey\n",
+      "Larry Lucchino\n",
+      "Larry Nichols\n",
+      "Larry Pleau\n",
+      "Larry Ralston\n",
+      "Larry Tanenbaum\n",
+      "Larry Templeton\n",
+      "Larry Thompson\n",
+      "Larry Wilmore\n",
+      "Lars Burgsmuller\n",
+      "Lars Von Trier\n",
+      "Laszlo Kovacs\n",
+      "Latrell Sprewell\n",
+      "Laura Bozzo\n",
+      "Laura Bush\n",
+      "Laura Elena Harring\n",
+      "Laura Flessel\n",
+      "Laura Gobai\n",
+      "Laura Hernandez\n",
+      "Laura Linney\n",
+      "Laura Marlow\n",
+      "Laura Morante\n",
+      "Laura Pausini\n",
+      "Laura Romero\n",
+      "Laura Schlessinger\n",
+      "Laura Ziskin\n",
+      "Laurel Clark\n",
+      "Lauren Hutton\n",
+      "Lauren Killian\n",
+      "Laurence Fishburne\n",
+      "Laurence Tribe\n",
+      "Laurent Gbagbo\n",
+      "Laurent Jalabert\n",
+      "Laurent Woulzy\n",
+      "Laurie Chan\n",
+      "Laurie Hobbs\n",
+      "Laurie Laychak\n",
+      "Laurie Pirtle\n",
+      "Lawrence Di Rita\n",
+      "Lawrence Foley\n",
+      "Lawrence MacAulay\n",
+      "Lawrence Roberts\n",
+      "Lawrence Vito\n",
+      "Lazaro Castro\n",
+      "LeAnn Rimes\n",
+      "LeBron James\n",
+      "LeRoy Millette Jr\n",
+      "Lea Fastow\n",
+      "Leah Remini\n",
+      "Leander Paes\n",
+      "Leandrinho Barbosa\n",
+      "Leandro Andrade\n",
+      "Leandro Garcia\n",
+      "Lech Walesa\n",
+      "Lee Ann Knight\n",
+      "Lee Ann Terlaji\n",
+      "Lee Ann Womack\n",
+      "Lee Baca\n",
+      "Lee Byung-woong\n",
+      "Lee Chang-dong\n",
+      "Lee Hoi-chang\n",
+      "Lee Hong-ki\n",
+      "Lee Hyung-taik\n",
+      "Lee Jun\n",
+      "Lee Nam-shin\n",
+      "Lee Soo-hyuck\n",
+      "Lee Tae-sik\n",
+      "Lee Yeo-jin\n",
+      "Lee Yuan-tseh\n",
+      "Leigh Winchell\n",
+      "Leisel Jones\n",
+      "Lela Rochon\n",
+      "Leland Chapman\n",
+      "Lemuel Montulo\n",
+      "Len Jenoff\n",
+      "Lena Katina\n",
+      "Lena Olin\n",
+      "Lene Espersen\n",
+      "Leni Bjorklund\n",
+      "Lennart Johansson\n",
+      "Lennox Lewis\n",
+      "Lenny Kravitz\n",
+      "Lenny Wilkens\n",
+      "Leo Mullin\n",
+      "Leo Ramirez\n",
+      "Leon Barmore\n",
+      "Leon LaPorte\n",
+      "Leon Lai\n",
+      "Leon Silver\n",
+      "Leonard Glick\n",
+      "Leonard Hamilton\n",
+      "Leonard Schrank\n",
+      "Leonardo Del Vecchio\n",
+      "Leonardo DiCaprio\n",
+      "Leonardo Fernandez\n",
+      "Leonid Kuchma\n",
+      "Lesia Burlak\n",
+      "Lesley Coppin\n",
+      "Lesley Flood\n",
+      "Lesley McCulloch\n",
+      "Leslie Ann Woodward\n",
+      "Leslie Caldwell\n",
+      "Leslie Moonves\n",
+      "Leslie Wiser Jr\n",
+      "Lester Holt\n",
+      "Leszek Miller\n",
+      "Leticia Dolera\n",
+      "Leticia Van de Putte\n",
+      "Leuris Pupo\n",
+      "Lew Rywin\n",
+      "Lewis Booth\n",
+      "Li Changchun\n",
+      "Li Ka-shing\n",
+      "Li Peng\n",
+      "Li Ruihuan\n",
+      "Li Zhaoxing\n",
+      "Liam Neeson\n",
+      "Liane Janda\n",
+      "Lidija Djukanovic\n",
+      "Lili Marinho\n",
+      "Lili Taylor\n",
+      "Liliana Cavani\n",
+      "Lily Safra\n",
+      "Lily Tomlin\n",
+      "Lim Dong-won\n",
+      "Lima Azimi\n",
+      "Lin Yi-fu\n",
+      "Lin Yung Hsi\n",
+      "Lina Krasnoroutskaya\n",
+      "Lincoln Chafee\n",
+      "Linda Amicangioli\n",
+      "Linda Baboolal\n",
+      "Linda Dano\n",
+      "Linda Franklin\n",
+      "Linda Ham\n",
+      "Linda Lingle\n",
+      "Linda Mason\n",
+      "Linda Sanchez\n",
+      "Lindsay Benko\n",
+      "Lindsay Davenport\n",
+      "Lindsay Lohan\n",
+      "Lindsey Graham\n",
+      "Lindy Ruff\n",
+      "Linn Thornton\n",
+      "Lino Oviedo\n",
+      "Linus Roache\n",
+      "Lionel Chalmers\n",
+      "Lionel Hampton\n",
+      "Lionel Richie\n",
+      "Lisa Girman\n",
+      "Lisa Gottsegen\n",
+      "Lisa Leslie\n",
+      "Lisa Ling\n",
+      "Lisa Marie Presley\n",
+      "Lisa Murkowski\n",
+      "Lisa Raymond\n",
+      "Lisa Stansfield\n",
+      "Lisa Stone\n",
+      "Liu Mingkang\n",
+      "Liu Xiaoqing\n",
+      "Liu Ye\n",
+      "Liv Tyler\n",
+      "Liza Minnelli\n",
+      "Lleyton Hewitt\n",
+      "Lloyd Mudiwa\n",
+      "Lloyd Novick\n",
+      "Lloyd Richards\n",
+      "Lloyd Ward\n",
+      "Lois Smart\n",
+      "Lokendra Bahadur Chand\n",
+      "Lon Kruger\n",
+      "Lonnie Donegan\n",
+      "Lope Mendoza\n",
+      "Lord Hutton\n",
+      "Loretta Lynn Harper\n",
+      "Lori Berenson\n",
+      "Lorne Michaels\n",
+      "Lorraine Bracco\n",
+      "Lorraine Fenton\n",
+      "Lou Lang\n",
+      "Lou Piniella\n",
+      "Lou Reed\n",
+      "Lou Ye\n",
+      "Louis Van Gaal\n",
+      "Louisa Baileche\n",
+      "Lubomir Zaoralek\n",
+      "Luc Montagnier\n",
+      "Luca Cordero di Montezemolo\n",
+      "Lucas Wysocki\n",
+      "Lucia Kenny Anthony\n",
+      "Luciano Bovicelli\n",
+      "Luciano Pavarotti\n",
+      "Lucie Lapovsky\n",
+      "Lucio Angulo\n",
+      "Lucio Cecchinello\n",
+      "Lucio Gutierrez\n",
+      "Lucio Stanca\n",
+      "Lucrecia Orozco\n",
+      "Lucy Liu\n",
+      "Ludivine Sagnier\n",
+      "Ludwig Ovalle\n",
+      "Luis Berrondo\n",
+      "Luis Ernesto Derbez Bautista\n",
+      "Luis Figo\n",
+      "Luis Fonsi\n",
+      "Luis Gonzalez\n",
+      "Luis Gonzalez Macchi\n",
+      "Luis Guzman\n",
+      "Luis Horna\n",
+      "Luis Pujols\n",
+      "Luis Rosario Huertas\n",
+      "Luis Sanchez\n",
+      "Luiz Felipe Scolari\n",
+      "Luiz Inacio Lula da Silva\n",
+      "Luke Ridnour\n",
+      "Luke Smith\n",
+      "Luke Walton\n",
+      "Luo Linquan\n",
+      "Luther Htu\n",
+      "Lutz Freitag\n",
+      "Lydia Shum\n",
+      "Lyle Lovett\n",
+      "Lyle Vanclief\n",
+      "Lynn Abraham\n",
+      "Lynn Redgrave\n",
+      "Lynne Cheney\n",
+      "Lynne Slepian\n",
+      "Lynne Thigpen\n",
+      "Lyudmila Putin\n",
+      "MC Hammer\n",
+      "Mack Brown\n",
+      "Madeleine Albright\n",
+      "Madeleine Webber\n",
+      "Madge Overhouse\n",
+      "Madonna\n",
+      "Mae Jemison\n",
+      "Magda Kertasz\n",
+      "Magdalena Maleeva\n",
+      "Maggie Cheung\n",
+      "Maggie Smith\n",
+      "Magui Serna\n",
+      "Maha Habib\n",
+      "Mahathir Mohamad\n",
+      "Mahdi Al Bassam\n",
+      "Mahendra Chaudhry\n",
+      "Mahima Chaudhari\n",
+      "Mahmoud Abbas\n",
+      "Mahmoud Al Zhar\n",
+      "Mahmoud Diyab al-Ahmed\n",
+      "Makhdoom Amin Fahim\n",
+      "Makiko Tanaka\n",
+      "Makiya Ali Hassan\n",
+      "Malak Habbak\n",
+      "Malcolm Glazer\n",
+      "Malcolm Jamal Warner\n",
+      "Malcolm Wild\n",
+      "Malik Mahmud\n",
+      "Mamdouh Habib\n",
+      "Manfred Reyes Villa\n",
+      "Manfred Stolpe\n",
+      "Manijeh Hekmat\n",
+      "Manuel Gehring\n",
+      "Manuel Jesus\n",
+      "Manuel Llorente\n",
+      "Manuel Pellegrini\n",
+      "Manuel Poggiali\n",
+      "Manuel Rosendo\n",
+      "Manuela Montebrun\n",
+      "Mara Georges\n",
+      "Marat Safin\n",
+      "Marc-Andre Fleury\n",
+      "Marc Anthony\n",
+      "Marc Bulger\n",
+      "Marc Gold\n",
+      "Marc Grossman\n",
+      "Marc Leger\n",
+      "Marc Racicot\n",
+      "Marc Shaiman\n",
+      "Marcella Anderson\n",
+      "Marcelo Bielsa\n",
+      "Marcelo Ebrard\n",
+      "Marcelo Rios\n",
+      "Marcelo Salas\n",
+      "Marcio de Souza\n",
+      "Marco Antonio Barrera\n",
+      "Marco Archer Cardoso Moreira\n",
+      "Marco Irizarry\n",
+      "Marco Pantani\n",
+      "Marcos Cafu\n",
+      "Marcos Daniel Jimenez\n",
+      "Marcos Milinkovic\n",
+      "Marcus Allen\n",
+      "Marcus Garrettson\n",
+      "Marcus Gronholm\n",
+      "Margaret Caruso\n",
+      "Margaret Hasley\n",
+      "Margaret Hoelzer\n",
+      "Margaret Okayo\n",
+      "Margaret Thatcher\n",
+      "Margerry Bakley\n",
+      "Margie Puente\n",
+      "Maria Bello\n",
+      "Maria Burks\n",
+      "Maria Callas\n",
+      "Maria Conchita Alonso\n",
+      "Maria Garcia\n",
+      "Maria Guida\n",
+      "Maria Luisa Mendonca\n",
+      "Maria Sanchez Lorenzo\n",
+      "Maria Shkolnikova\n",
+      "Maria Shriver\n",
+      "Maria Simon\n",
+      "Maria Soledad Alvear Valenzuela\n",
+      "Maria Wetterstrand\n",
+      "Mariah Carey\n",
+      "Mariam Ali Hassan\n",
+      "Marian Dolan\n",
+      "Mariana Gonzalez\n",
+      "Mariana Ohata\n",
+      "Mariana Pollack\n",
+      "Mariangel Ruiz Torrealba\n",
+      "Marianne Stanley\n",
+      "Mariano Zabaleta\n",
+      "Maribel Dominguez\n",
+      "Marie-Josee Croze\n",
+      "Marie-Reine Le Gougne\n",
+      "Marie Haghal\n",
+      "Marieta Chrousala\n",
+      "Marilyn Monroe\n",
+      "Marina Anissina\n",
+      "Marina Canetti\n",
+      "Marina Hands\n",
+      "Marina Kuptsova\n",
+      "Marina Silva\n",
+      "Mario Alfaro-Lopez\n",
+      "Mario Austin\n",
+      "Mario Cipollini\n",
+      "Mario Dominguez\n",
+      "Mario Dumont\n",
+      "Mario Gallegos\n",
+      "Mario Jardel\n",
+      "Mario Kreutzberger\n",
+      "Mario Lemieux\n",
+      "Mario Lobo Zagallo\n",
+      "Mario Puzo\n",
+      "Mario Vasquez Rana\n",
+      "Marion Barry\n",
+      "Marion Fahnestock\n",
+      "Marisa Tomei\n",
+      "Marisol Breton\n",
+      "Marisol Martinez Sambran\n",
+      "Marissa Jaret Winokur\n",
+      "Maritza Macias Furano\n",
+      "Mark Andrew\n",
+      "Mark Bellhorn\n",
+      "Mark Broxmeyer\n",
+      "Mark Butcher\n",
+      "Mark Cuban\n",
+      "Mark Dacey\n",
+      "Mark Everson\n",
+      "Mark Foley\n",
+      "Mark Gangloff\n",
+      "Mark Geragos\n",
+      "Mark Gottfried\n",
+      "Mark Hamister\n",
+      "Mark Hanson\n",
+      "Mark Heller\n",
+      "Mark Hogan\n",
+      "Mark Hurlbert\n",
+      "Mark Kelly\n",
+      "Mark Komara\n",
+      "Mark Lazarus\n",
+      "Mark Leno\n",
+      "Mark Mariscal\n",
+      "Mark Martin\n",
+      "Mark McClellan\n",
+      "Mark Mishkin\n",
+      "Mark Mulder\n",
+      "Mark Philippoussis\n",
+      "Mark Podlesny\n",
+      "Mark Polansky\n",
+      "Mark Redman\n",
+      "Mark Richt\n",
+      "Mark Rosenbaum\n",
+      "Mark Sacco\n",
+      "Mark Salter\n",
+      "Mark Schweiker\n",
+      "Mark Shapiro\n",
+      "Mark Sisk\n",
+      "Mark Stuart\n",
+      "Mark Swartz\n",
+      "Mark Wahlberg\n",
+      "Mark Warner\n",
+      "Markus Beyer\n",
+      "Markus Naslund\n",
+      "Marlene Weingartner\n",
+      "Marlon Devonish\n",
+      "Marquier Montano Contreras\n",
+      "Marquis Estill\n",
+      "Marricia Tate\n",
+      "Marsah Ambrosius\n",
+      "Marsha Sharp\n",
+      "Marsha Thomason\n",
+      "Marta Dominguz\n",
+      "Martha Beatriz Roque\n",
+      "Martha Bowen\n",
+      "Martha Burk\n",
+      "Martha Lucia Ramirez\n",
+      "Martha Martinez Flores\n",
+      "Martha Sahagun de Fox\n",
+      "Martha Smith\n",
+      "Martha Stewart\n",
+      "Martie Maguire\n",
+      "Martin Bandier\n",
+      "Martin Boryczewski\n",
+      "Martin Brodeur\n",
+      "Martin Brooke\n",
+      "Martin Burnham\n",
+      "Martin Cauchon\n",
+      "Martin Frost\n",
+      "Martin Gecht\n",
+      "Martin Hoellwarth\n",
+      "Martin Howard\n",
+      "Martin Keown\n",
+      "Martin Kristof\n",
+      "Martin Landau\n",
+      "Martin Lawrence\n",
+      "Martin Luther King III\n",
+      "Martin McCauley\n",
+      "Martin McGuinness\n",
+      "Martin ONeill\n",
+      "Martin Rodriguez\n",
+      "Martin Scorsese\n",
+      "Martin Sheen\n",
+      "Martin Short\n",
+      "Martin Torrijos\n",
+      "Martin Verkerk\n",
+      "Martina Hingis\n",
+      "Martina McBride\n",
+      "Marty Mornhinweg\n",
+      "Marvan Atapattu\n",
+      "Marwan Barghouthi\n",
+      "Marwan Muasher\n",
+      "Mary-Kate Olsen\n",
+      "Mary Anne Souza\n",
+      "Mary Blige\n",
+      "Mary Bono\n",
+      "Mary Carey\n",
+      "Mary Catherine Correll\n",
+      "Mary Descenza\n",
+      "Mary Elizabeth Mastrantonio\n",
+      "Mary Frances Seiter\n",
+      "Mary Hill\n",
+      "Mary Jo Myers\n",
+      "Mary Katherine Smart\n",
+      "Mary Landrieu\n",
+      "Mary Lou Markakis\n",
+      "Mary Lou Retton\n",
+      "Mary Maddux\n",
+      "Mary Matalin\n",
+      "Mary McCarty\n",
+      "Mary Robinson\n",
+      "Mary Steenburgen\n",
+      "Mary Sue Coleman\n",
+      "Mary Tyler Moore\n",
+      "Mary Zorn\n",
+      "Maryn McKenna\n",
+      "Masahiko Nagasawa\n",
+      "Masamori Tokuyama\n",
+      "Masao Azuma\n",
+      "Masaru Hayami\n",
+      "Masatoshi Koshiba\n",
+      "Masja Juel\n",
+      "Massoud Barzani\n",
+      "Masum Turker\n",
+      "Mathias Reichhold\n",
+      "Mathilda Karel Spak\n",
+      "Matt Anderson\n",
+      "Matt Braker\n",
+      "Matt Damon\n",
+      "Matt Dillon\n",
+      "Matt Doherty\n",
+      "Matt Herden\n",
+      "Matt LeBlanc\n",
+      "Matt Morris\n",
+      "Matt Roney\n",
+      "Matt Siebrandt\n",
+      "Matt Walters\n",
+      "Matt Welsh\n",
+      "Matthew Broderick\n",
+      "Matthew During\n",
+      "Matthew McConaughey\n",
+      "Matthew Ouimet\n",
+      "Matthew Perry\n",
+      "Matthew Vaughan\n",
+      "Matthias Sammer\n",
+      "Maura Tierney\n",
+      "Maureen Fanning\n",
+      "Maureen Kanka\n",
+      "Maurice Cheeks\n",
+      "Maurice Papon\n",
+      "Maurice Strong\n",
+      "Mauricio Macri\n",
+      "Mauricio Pochetino\n",
+      "Mauro Viza\n",
+      "Max Baucus\n",
+      "Max Biaggi\n",
+      "Max Mayfield\n",
+      "Max Mosley\n",
+      "Max von Sydow\n",
+      "Maxim Afinogenov\n",
+      "Mayumi Moriyama\n",
+      "McGuire Gibson\n",
+      "Meg Mallon\n",
+      "Meg Wakeman\n",
+      "Megan Mullally\n",
+      "Megawati Sukarnoputri\n",
+      "Meghann Shaughnessy\n",
+      "Mehdi Baala\n",
+      "Mehmet Ali Sahin\n",
+      "Mehmet Okur\n",
+      "Meirion Evans\n",
+      "Mekhi Phifer\n",
+      "Mel Brooks\n",
+      "Mel Gibson\n",
+      "Mel Karmazin\n",
+      "Melana Scantlin\n",
+      "Melanie Griffith\n",
+      "Melchor Cob Castro\n",
+      "Meles Zenawi\n",
+      "Melina Kanakaredes\n",
+      "Melinda Czink\n",
+      "Melissa Etheridge\n",
+      "Melissa Gilbert\n",
+      "Melissa Joan Hart\n",
+      "Melissa Manchester\n",
+      "Melissa Mulloy\n",
+      "Melissa Stark\n",
+      "Melvin Talbert\n",
+      "Mercedes Amor\n",
+      "Meryl Streep\n",
+      "Mesut Yilmaz\n",
+      "Mia Mottley\n",
+      "Mian Khursheed Mehmood Kasuri\n",
+      "Micah Knorr\n",
+      "Michael Adams\n",
+      "Michael Andretti\n",
+      "Michael Arif\n",
+      "Michael Ballack\n",
+      "Michael Bloomberg\n",
+      "Michael Bolton\n",
+      "Michael Bouchard\n",
+      "Michael Boyce\n",
+      "Michael Brandon\n",
+      "Michael Broad\n",
+      "Michael Caine\n",
+      "Michael Capellas\n",
+      "Michael Chang\n",
+      "Michael Chertoff\n",
+      "Michael Chiklis\n",
+      "Michael Clarke Duncan\n",
+      "Michael DeMinico\n",
+      "Michael Dell\n",
+      "Michael Denzel\n",
+      "Michael Deutsch\n",
+      "Michael Diekmann\n",
+      "Michael Doleac\n",
+      "Michael Donovan\n",
+      "Michael Douglas\n",
+      "Michael Fitzgerald\n",
+      "Michael Frayn\n",
+      "Michael Friedman\n",
+      "Michael Goldrich\n",
+      "Michael Guiler\n",
+      "Michael Hagee\n",
+      "Michael Haneke\n",
+      "Michael Hoffa\n",
+      "Michael J Fox\n",
+      "Michael J Sheehan\n",
+      "Michael Jackson\n",
+      "Michael Jasny\n",
+      "Michael Jordan\n",
+      "Michael Kahn\n",
+      "Michael Keaton\n",
+      "Michael Killeen\n",
+      "Michael Kirby\n",
+      "Michael Kors\n",
+      "Michael Kostelnik\n",
+      "Michael Leavitt\n",
+      "Michael Lechner\n",
+      "Michael Linscott\n",
+      "Michael Lopez-Alegria\n",
+      "Michael McNeely\n",
+      "Michael Michele\n",
+      "Michael Milton\n",
+      "Michael Moore\n",
+      "Michael Munoz\n",
+      "Michael Olowokandi\n",
+      "Michael Patrick King\n",
+      "Michael Peat\n",
+      "Michael Pfleger\n",
+      "Michael Phelps\n",
+      "Michael Piuze\n",
+      "Michael Powell\n",
+      "Michael Richards\n",
+      "Michael Rolinee\n",
+      "Michael Schumacher\n",
+      "Michael Shane Jolly\n",
+      "Michael Sheehan\n",
+      "Michael Shelby\n",
+      "Michael Smith Foster\n",
+      "Michael Stark\n",
+      "Michael Sullivan\n",
+      "Michael Taylor\n",
+      "Michael Wayne\n",
+      "Michael Weiss\n",
+      "Michael Winterbottom\n",
+      "Michalis Chrisohoides\n",
+      "Micheal Jourdain Jr\n",
+      "Michel Charles Chretien\n",
+      "Michel Duclos\n",
+      "Michel Kratochvil\n",
+      "Michel Minard\n",
+      "Michel Temer\n",
+      "Michel Therrien\n",
+      "Michelangelo Antonioni\n",
+      "Michele Placido\n",
+      "Michelle Bachelet\n",
+      "Michelle Branch\n",
+      "Michelle Chiklis\n",
+      "Michelle Collins\n",
+      "Michelle Hofland\n",
+      "Michelle Kwan\n",
+      "Michelle Lecky\n",
+      "Michelle Pfeiffer\n",
+      "Michelle Rodriguez\n",
+      "Michelle Yeoh\n",
+      "Mick Jagger\n",
+      "Mick McCarthy\n",
+      "Mickey Gilley\n",
+      "Mickey Loomis\n",
+      "Mickey Rooney\n",
+      "Mickey Sherman\n",
+      "Micky Arison\n",
+      "Micky Ward\n",
+      "Miguel Aldana Ibarra\n",
+      "Miguel Angel Rodriguez\n",
+      "Miguel Contreras\n",
+      "Miguel Cotto\n",
+      "Miguel Estrada\n",
+      "Miguel Hakim\n",
+      "Miguel Jimenez\n",
+      "Miguel Juarez Perez\n",
+      "Miguel Rosseto\n",
+      "Mika Hakkinen\n",
+      "Mike Alden\n",
+      "Mike Babcock\n",
+      "Mike Bair\n",
+      "Mike Brey\n",
+      "Mike Bryan\n",
+      "Mike Carona\n",
+      "Mike Cunning\n",
+      "Mike Davis\n",
+      "Mike Duke\n",
+      "Mike Easley\n",
+      "Mike Eskew\n",
+      "Mike Farrar\n",
+      "Mike Fisher\n",
+      "Mike Flanagan\n",
+      "Mike Gable\n",
+      "Mike Helton\n",
+      "Mike Holmgren\n",
+      "Mike Johanns\n",
+      "Mike Krzyzewski\n",
+      "Mike Leach\n",
+      "Mike Maroth\n",
+      "Mike Martz\n",
+      "Mike Matheny\n",
+      "Mike Matthews\n",
+      "Mike Miller\n",
+      "Mike Montgomery\n",
+      "Mike Myers\n",
+      "Mike OConnell\n",
+      "Mike Price\n",
+      "Mike Richter\n",
+      "Mike Samp\n",
+      "Mike Scioscia\n",
+      "Mike Sherman\n",
+      "Mike Slive\n",
+      "Mike Smith\n",
+      "Mike Stefanik\n",
+      "Mike Sweeney\n",
+      "Mike Szymanczyk\n",
+      "Mike Thibault\n",
+      "Mike Tice\n",
+      "Mike Tyson\n",
+      "Mike Webster\n",
+      "Mike Weir\n",
+      "Mikhail Gorbachev\n",
+      "Mikhail Kalashnikov\n",
+      "Mikhail Kasyanov\n",
+      "Mikhail Khodorkovsky\n",
+      "Mikhail Shvydkoi\n",
+      "Mikhail Wehbe\n",
+      "Mikhail Youzhny\n",
+      "Mikulas Dzurinda\n",
+      "Milan Kucan\n",
+      "Milan Milutinovic\n",
+      "Mile Mrksic\n",
+      "Miles Stewart\n",
+      "Millicent Martin\n",
+      "Milo Djukanovic\n",
+      "Milo Maestrecampo\n",
+      "Milt Heflin\n",
+      "Milt Palacio\n",
+      "Milton Berle\n",
+      "Milton Wynants\n",
+      "Minnie Driver\n",
+      "Minnie Mendoza\n",
+      "Mira Sorvino\n",
+      "Miranda Gaddis\n",
+      "Miranda Otto\n",
+      "Mireille Jospin-Dandieu\n",
+      "Mirela Manjani\n",
+      "Mireya Elisa Moscoso Rodriguez\n",
+      "Mireya Moscoso\n",
+      "Miroljub\n",
+      "Missy Crider\n",
+      "Misty Dawn Clymer\n",
+      "Mitar Rasevic\n",
+      "Mitch Kupchak\n",
+      "Mitchell Crooks\n",
+      "Mitchell Daniels\n",
+      "Mitchell Garabedian\n",
+      "Mitchell McLaughlin\n",
+      "Mitchell Potter\n",
+      "Mitchell Swartz\n",
+      "Mitoji Yabunaka\n",
+      "Mitsou Gelinas\n",
+      "Mitt Romney\n",
+      "Mitzi Gaynor\n",
+      "Miyako Miyazaki\n",
+      "Mladen Naletilic\n",
+      "Mo Elleithee\n",
+      "Moby\n",
+      "Mohamed Benaissa\n",
+      "Mohamed ElBaradei\n",
+      "Mohamed Hammam\n",
+      "Mohamed Seineldin\n",
+      "Mohammad Aktar\n",
+      "Mohammad Al-Sharief\n",
+      "Mohammad Fares\n",
+      "Mohammad Hasanein\n",
+      "Mohammad Khatami\n",
+      "Mohammad Mustapha Miro\n",
+      "Mohammaed Ahmad Al Jarallah\n",
+      "Mohammed Abu Sharia\n",
+      "Mohammed Abulhasan\n",
+      "Mohammed Al-Douri\n",
+      "Mohammed Al Hindi\n",
+      "Mohammed Ashraf Hafiz\n",
+      "Mohammed Baqir al-Hakim\n",
+      "Mohammed Dahlan\n",
+      "Mohammed Mehdi Saleh\n",
+      "Mohammed Salmane\n",
+      "Molly Sims\n",
+      "Momcilo Perisic\n",
+      "Momir Nikolic\n",
+      "Mona Ayoub\n",
+      "Mona Locke\n",
+      "Mona Rishmawi\n",
+      "Monica Bellucci\n",
+      "Monica Gabrielle\n",
+      "Monica Lewinsky\n",
+      "Monica Seles\n",
+      "Monica Serra\n",
+      "Monica Vergara\n",
+      "Monique Ferreira\n",
+      "Monique Gagnon-Tremblay\n",
+      "Monique Garbrecht-Enfeldt\n",
+      "Monte Kiffin\n",
+      "Moon-So-ri\n",
+      "Morgan Fairchild\n",
+      "Morgan Freeman\n",
+      "Morgan Hentzen\n",
+      "Morris Dees\n",
+      "Morris Watts\n",
+      "Moshe Katsav\n",
+      "Mother Teresa\n",
+      "Ms Dynamite\n",
+      "Mstislav Rostropovich\n",
+      "Muammar Gaddafi\n",
+      "Muffet McGraw\n",
+      "Mufti Mohammad Syed\n",
+      "Muhammad Ali\n",
+      "Muhammad Ibrahim Bilal\n",
+      "Muhammad Saeed al-Sahhaf\n",
+      "Mukesh Ambani\n",
+      "Mukhtar Alytnbayev\n",
+      "Munir Akram\n",
+      "Muwafak al-Ani\n",
+      "Myung Yang\n",
+      "Na Na Keum\n",
+      "Nabil Shaath\n",
+      "Nadia Forte\n",
+      "Nadia Petrova\n",
+      "Nadine Vinzens\n",
+      "Naji Sabri\n",
+      "Najib al-Salhi\n",
+      "Namuddu Florence\n",
+      "Nan Wang\n",
+      "Nancy Demme\n",
+      "Nancy Greenlaw\n",
+      "Nancy Humbert\n",
+      "Nancy Kerrigan\n",
+      "Nancy Pelosi\n",
+      "Nancy Powell\n",
+      "Nancy Reagan\n",
+      "Nancy Sinatra\n",
+      "Nancy Smith\n",
+      "Nanni Moretti\n",
+      "Naomi Bronstein\n",
+      "Naomi Campbell\n",
+      "Naomi Hayashi\n",
+      "Naomi Watts\n",
+      "Naoto Kan\n",
+      "Narayan Singh Pun\n",
+      "Narendra Modi\n",
+      "Nasser al-Kidwa\n",
+      "Nastassia Kinski\n",
+      "Nastia Liukin\n",
+      "Natalia Dmitrieva\n",
+      "Natalia Motuziuk\n",
+      "Natalia Verbeke\n",
+      "Natalia Vodonova\n",
+      "Natalie Cole\n",
+      "Natalie Coughlin\n",
+      "Natalie Imbruglia\n",
+      "Natalie Juniardi\n",
+      "Natalie Maines\n",
+      "Natalie Stewart\n",
+      "Natalie Williams\n",
+      "Natalya Sazanovich\n",
+      "Natanaela Barnova\n",
+      "Natasa Micic\n",
+      "Natasha Henstridge\n",
+      "Natasha Lyonne\n",
+      "Natasha McElhone\n",
+      "Nate Blackwell\n",
+      "Nate Huffman\n",
+      "Nate Hybl\n",
+      "Nathalia Gillot\n",
+      "Nathalie Baye\n",
+      "Nathalie Dechy\n",
+      "Nathalie Gagnon\n",
+      "Nathan Doudney\n",
+      "Nathan Lane\n",
+      "Nathan Powell\n",
+      "Nathan Smith\n",
+      "Nathirah Hussein\n",
+      "Nawabzada Nasrullah Khan\n",
+      "Nebojsa Pavkovic\n",
+      "Neil Goldman\n",
+      "Neil Moritz\n",
+      "Nelson Acosta\n",
+      "Nelson Mandela\n",
+      "Nelson Shanks\n",
+      "Neri Marcore\n",
+      "Nestor Gonzalez\n",
+      "Nestor Kirchner\n",
+      "Nestor Santillan\n",
+      "Newt Gingrich\n",
+      "Newton Carlton Slawson\n",
+      "Nia Vardalos\n",
+      "Niall Connolly\n",
+      "Nicanor Duarte Frutos\n",
+      "Nicholas Byron\n",
+      "Nicholas Tse\n",
+      "Nicholoas DiMarzio\n",
+      "Nick Cassavetes\n",
+      "Nick Markakis\n",
+      "Nick Nolte\n",
+      "Nick Price\n",
+      "Nick Rahall\n",
+      "Nick Reilly\n",
+      "Nick Rimando\n",
+      "Nick Turner\n",
+      "Nicklas Lidstrom\n",
+      "Nicola Bono\n",
+      "Nicola Wells\n",
+      "Nicolas Cage\n",
+      "Nicolas Escude\n",
+      "Nicolas Eyzaguirre\n",
+      "Nicolas Kiefer\n",
+      "Nicolas Lapentti\n",
+      "Nicolas Latorre\n",
+      "Nicolas Macrozonaris\n",
+      "Nicolas Massu\n",
+      "Nicolas Sarkozy\n",
+      "Nicole\n",
+      "Nicole Hiltz\n",
+      "Nicole Kidman\n",
+      "Nicole Parker\n",
+      "Nicoletta Braschi\n",
+      "Nida Blanca\n",
+      "Nigel Redden\n",
+      "Nikki Cascone\n",
+      "Nikki McKibbin\n",
+      "Nikki Reed\n",
+      "Nikki Teasley\n",
+      "Nikolay Davydenko\n",
+      "Nila Ferran\n",
+      "Nina Jacobson\n",
+      "Nina Pecari\n",
+      "Nino DAngelo\n",
+      "Nizar Trabelsi\n",
+      "Noah Wyle\n",
+      "Nobuyuki Idei\n",
+      "Noel Forgeard\n",
+      "Noel Niell\n",
+      "Noelle Bush\n",
+      "Noer Moeis\n",
+      "Noer Muis\n",
+      "Nona Gaye\n",
+      "Nong Duc Manh\n",
+      "Noor Mohammed\n",
+      "Nora Bendijo\n",
+      "Nora Ephron\n",
+      "Norah Jones\n",
+      "Norbert van Heyst\n",
+      "Norio Ohga\n",
+      "Norm Coleman\n",
+      "Norm Macdonald\n",
+      "Norman Jewison\n",
+      "Norman Mailer\n",
+      "Norman Mineta\n",
+      "Normand Legault\n",
+      "Norodom Chakrapong\n",
+      "Norodom Sihanouk\n",
+      "Nova Esther Guthrie\n",
+      "Nuon Chea\n",
+      "Nur Jaafar\n",
+      "Nursultan Nazarbayev\n",
+      "OJ Simpson\n",
+      "Octavio Lara\n",
+      "Odai Hussein\n",
+      "Odilia Collazo\n",
+      "Oleg Romantsev\n",
+      "Oleksandr Moroz\n",
+      "Olene Walker\n",
+      "Olesya Bonabarenko\n",
+      "Oliver Neuville\n",
+      "Oliver Phelps\n",
+      "Oliver Stone\n",
+      "Olivera Labus\n",
+      "Olivia Newton-John\n",
+      "Olivier Boulay\n",
+      "Olivier Rochus\n",
+      "Olympia Dukakis\n",
+      "Omar Khan Sharif\n",
+      "Omar Sharif\n",
+      "Omar Vizquel\n",
+      "Omar el-Heib\n",
+      "Ontario Lett\n",
+      "Oprah Winfrey\n",
+      "Oracene Williams\n",
+      "Orlando Bloom\n",
+      "Ornella Muti\n",
+      "Orrin Hatch\n",
+      "Osama Al Baz\n",
+      "Osama bin Laden\n",
+      "Oscar Bolanos\n",
+      "Oscar DLeon\n",
+      "Oscar De La Hoya\n",
+      "Oscar Elias Biscet\n",
+      "Oscar de la Renta\n",
+      "Osmond Smith\n",
+      "Osrat Iosef\n",
+      "Oswald Gruebel\n",
+      "Oswaldo Paya\n",
+      "Otto Reich\n",
+      "Otto Schily\n",
+      "Owen Nolan\n",
+      "Owen Wilson\n",
+      "Oxana Fedorova\n",
+      "Ozzie Smith\n",
+      "Ozzy Osbourne\n",
+      "Pa Kou Hang\n",
+      "Pablo Khulental\n",
+      "Pablo Latras\n",
+      "Paddy Long\n",
+      "Paddy Torsney\n",
+      "Padraig Harrington\n",
+      "Paek Nam Sun\n",
+      "Paige Fitzgerald\n",
+      "Pak Gil Yon\n",
+      "Pamela Anderson\n",
+      "Pamela Melroy\n",
+      "Paola Espinoza\n",
+      "Paradorn Srichaphan\n",
+      "Paris Hilton\n",
+      "Park Jie-won\n",
+      "Park Jung Sung\n",
+      "Park Na-kyong\n",
+      "Parris Glendening\n",
+      "Parthiv Patel\n",
+      "Pascal Affi Nguessan\n",
+      "Pascal Lamy\n",
+      "Pascal Quignard\n",
+      "Pascal Rheaume\n",
+      "Pat Burns\n",
+      "Pat Cox\n",
+      "Pat DAmuro\n",
+      "Pat Riley\n",
+      "Pat Rochester\n",
+      "Pat Summerall\n",
+      "Pat Summitt\n",
+      "Pat Wharton\n",
+      "Patrice Chereau\n",
+      "Patricia Clarkson\n",
+      "Patricia Garone\n",
+      "Patricia Hearst\n",
+      "Patricia Heaton\n",
+      "Patricia Johnson\n",
+      "Patricia Medina\n",
+      "Patricia Phillips\n",
+      "Patricia Russo\n",
+      "Patricia Wartusch\n",
+      "Patrick Bourrat\n",
+      "Patrick Clawsen\n",
+      "Patrick Coleman\n",
+      "Patrick Dennehy\n",
+      "Patrick Eaves\n",
+      "Patrick Ewing\n",
+      "Patrick Kron\n",
+      "Patrick Leahy\n",
+      "Patrick McEnroe\n",
+      "Patrick Rafter\n",
+      "Patrick Roy\n",
+      "Patrick Stewart\n",
+      "Patrik Kristiansson\n",
+      "Patsy Hardy\n",
+      "Patsy Kensit\n",
+      "Patsy Mink\n",
+      "Patti Balgojevich\n",
+      "Patti Labelle\n",
+      "Patti Lank\n",
+      "Patti Smith\n",
+      "Patty Duke\n",
+      "Patty Schnyder\n",
+      "Patty Sheehan\n",
+      "Paul-Henri Mathieu\n",
+      "Paul Bettany\n",
+      "Paul Brandt\n",
+      "Paul Bremer\n",
+      "Paul Burrell\n",
+      "Paul Byrd\n",
+      "Paul Celluci\n",
+      "Paul Cerjan\n",
+      "Paul Clark\n",
+      "Paul Coppin\n",
+      "Paul Crake\n",
+      "Paul Desmarais\n",
+      "Paul Ebert\n",
+      "Paul Farley\n",
+      "Paul Gannon\n",
+      "Paul Gascoigne\n",
+      "Paul Greengrass\n",
+      "Paul Henderson\n",
+      "Paul Hogan\n",
+      "Paul Johnson\n",
+      "Paul Kagame\n",
+      "Paul Kariya\n",
+      "Paul Kelleher\n",
+      "Paul Krueger\n",
+      "Paul LeClerc\n",
+      "Paul Li Calsi\n",
+      "Paul Lo Duca\n",
+      "Paul Lockhart\n",
+      "Paul Luvera\n",
+      "Paul Martin\n",
+      "Paul McCartney\n",
+      "Paul McNulty\n",
+      "Paul Michael Daniels\n",
+      "Paul Murphy\n",
+      "Paul Newman\n",
+      "Paul ONeill\n",
+      "Paul Otellini\n",
+      "Paul Patton\n",
+      "Paul Pierce\n",
+      "Paul Reiser\n",
+      "Paul Sarbanes\n",
+      "Paul Schrader\n",
+      "Paul Shanley\n",
+      "Paul Tagliabue\n",
+      "Paul Tracy\n",
+      "Paul Vathis\n",
+      "Paul Walker\n",
+      "Paul Wals\n",
+      "Paul Wellstone\n",
+      "Paul William Hurley\n",
+      "Paul Wilson\n",
+      "Paul Wolfowitz\n",
+      "Paul Wollnough\n",
+      "Paula Abdul\n",
+      "Paula Dobriansky\n",
+      "Paula Locke\n",
+      "Paula Prentiss\n",
+      "Paula Radcliffe\n",
+      "Paula Zahn\n",
+      "Pauley Perrette\n",
+      "Paulie Ayala\n",
+      "Paulina Rodriguez Davila\n",
+      "Pauline Landers\n",
+      "Pauline Phillips\n",
+      "Paulo Cesar Pinheiro\n",
+      "Pedro Almodovar\n",
+      "Pedro Alvarez\n",
+      "Pedro Duque\n",
+      "Pedro Mahecha\n",
+      "Pedro Malan\n",
+      "Pedro Martinez\n",
+      "Pedro Pauleta\n",
+      "Pedro Solbes\n",
+      "Pedro Velasquez\n",
+      "Peggy McGuinness\n",
+      "Pele\n",
+      "Penelope Ann Miller\n",
+      "Penelope Cruz\n",
+      "Penelope Taylor\n",
+      "Penny Dupuie\n",
+      "Penny Lancaster\n",
+      "Percy Gibson\n",
+      "Peri Gilpin\n",
+      "Pernilla Bjorn\n",
+      "Perri Shaw\n",
+      "Perry Compton\n",
+      "Perry Farrell\n",
+      "Perry Gibbs\n",
+      "Pervez Musharraf\n",
+      "Pete Aldridge\n",
+      "Pete Beaudrault\n",
+      "Pete Carroll\n",
+      "Pete Gillen\n",
+      "Pete Rose\n",
+      "Pete Sampras\n",
+      "Peter Ahearn\n",
+      "Peter Albertsen\n",
+      "Peter Arnett\n",
+      "Peter Bacanovic\n",
+      "Peter Camejo\n",
+      "Peter Care\n",
+      "Peter Caruana\n",
+      "Peter Chan\n",
+      "Peter Costello\n",
+      "Peter Fisher\n",
+      "Peter Fitzgerald\n",
+      "Peter Fonda\n",
+      "Peter Gabriel\n",
+      "Peter Gilmour\n",
+      "Peter Goldmark\n",
+      "Peter Greenaway\n",
+      "Peter Greenspun\n",
+      "Peter Harrison\n",
+      "Peter Hartz\n",
+      "Peter Harvey\n",
+      "Peter Hillary\n",
+      "Peter Hollingworth\n",
+      "Peter Holmberg\n",
+      "Peter Hunt\n",
+      "Peter Lundgren\n",
+      "Peter Mackay\n",
+      "Peter Mansbridge\n",
+      "Peter Max\n",
+      "Peter Medgyessy\n",
+      "Peter Mugyeni\n",
+      "Peter Mullan\n",
+      "Peter OToole\n",
+      "Peter Rasch\n",
+      "Peter Rasmussen\n",
+      "Peter Schultz\n",
+      "Peter Sejna\n",
+      "Peter Shaw\n",
+      "Peter Struck\n",
+      "Peter Ueberroth\n",
+      "Petria Thomas\n",
+      "Petro Symonenko\n",
+      "Pham Sy Chien\n",
+      "Pham Thi Mai Phuong\n",
+      "Phan Van Khai\n",
+      "Pharrell Williams\n",
+      "Phil Bennett\n",
+      "Phil Bredesen\n",
+      "Phil Cline\n",
+      "Phil Cullen\n",
+      "Phil Donahue\n",
+      "Phil Gramm\n",
+      "Phil Jackson\n",
+      "Phil Johnson\n",
+      "Phil McGraw\n",
+      "Phil Mickelson\n",
+      "Phil Morris\n",
+      "Phil Vassar\n",
+      "Philip Cummings\n",
+      "Philip Murtaugh\n",
+      "Philip Zalewski\n",
+      "Philippe Gagnon\n",
+      "Philippe Noiret\n",
+      "Phillip Fulmer\n",
+      "Phillip Seymor Hoffmann\n",
+      "Phillipe Comtois\n",
+      "Phillips Idowu\n",
+      "Phoenix Chang\n",
+      "Picabo Street\n",
+      "Pier Ferdinando Casini\n",
+      "Pierce Brosnan\n",
+      "Pierre Boulanger\n",
+      "Pierre Gagnon\n",
+      "Pierre Lacroix\n",
+      "Pierre Pettigrew\n",
+      "Pierre Png\n",
+      "Pierre Van Hooijdonk\n",
+      "Piers Sellers\n",
+      "Pieter Bouw\n",
+      "Pilar Montenegro\n",
+      "Pinar del Rio\n",
+      "Pio Laghi\n",
+      "Piotr Anderszewski\n",
+      "Placido Domingo\n",
+      "Platon Lebedev\n",
+      "Poala Suarez\n",
+      "Polona Bas\n",
+      "Porter Goss\n",
+      "Portia de Rossi\n",
+      "Prakash Hinduja\n",
+      "Prem Kumar Nair\n",
+      "Prince Charles\n",
+      "Prince Claus\n",
+      "Prince Edward\n",
+      "Prince Felipe\n",
+      "Prince Harry\n",
+      "Prince Naruhito\n",
+      "Prince Philippe\n",
+      "Prince Rainier III\n",
+      "Prince Willem-Alexander\n",
+      "Prince William\n",
+      "Princess Aiko\n",
+      "Princess Anne\n",
+      "Princess Caroline\n",
+      "Princess Diana\n",
+      "Princess Elisabeth\n",
+      "Princess Hisako\n",
+      "Princess Masako\n",
+      "Princess Maxima\n",
+      "Princess Stephanie\n",
+      "Princess Victoria\n",
+      "Pringe Ernst August\n",
+      "Priscilla Owen\n",
+      "Priscilla Presley\n",
+      "Priyanka Chopra\n",
+      "Prospero Pichay\n",
+      "Pupi Avati\n",
+      "Pyar Jung Thapa\n",
+      "Qais al-Kazali\n",
+      "Qazi Afzal\n",
+      "Qazi Hussain Ahmed\n",
+      "Qian Qichen\n",
+      "Queen Beatrix\n",
+      "Queen Elizabeth II\n",
+      "Queen Latifah\n",
+      "Queen Noor\n",
+      "Queen Rania\n",
+      "Queen Silvia\n",
+      "Queen Sofia\n",
+      "Quin Snyder\n",
+      "Quincy Jones\n",
+      "Qusai Hussein\n",
+      "Raaf Schefter\n",
+      "Raag Singhal\n",
+      "Rachel Corrie\n",
+      "Rachel Griffiths\n",
+      "Rachel Hunter\n",
+      "Rachel Kempson\n",
+      "Rachel Leigh Cook\n",
+      "Rachel Roy\n",
+      "Rachel Wadsworth\n",
+      "Rachel Wheatley\n",
+      "Radovan Karadzic\n",
+      "Raf Vallone\n",
+      "Rafael Bielsa\n",
+      "Rafael Ramirez\n",
+      "Rafael Vinoly\n",
+      "Rafeeuddin Ahmed\n",
+      "Rafidah Aziz\n",
+      "Rafiq Hariri\n",
+      "Raghad Saddam Hussein\n",
+      "Rahul Dravid\n",
+      "Rainer Geulen\n",
+      "Rainer Gut\n",
+      "Rainer Schuettler\n",
+      "Raja Ibrahim\n",
+      "Raja Qureshi\n",
+      "Raja Ramani\n",
+      "Raja Zafar-ul-Haq\n",
+      "Ralf Schumacher\n",
+      "Ralph Fiennes\n",
+      "Ralph Firman\n",
+      "Ralph Friedgen\n",
+      "Ralph Goodale\n",
+      "Ralph Klein\n",
+      "Ralph Lauren\n",
+      "Ralph Nader\n",
+      "Ralph Sampson\n",
+      "Ramiro Goben Reducindo\n",
+      "Ramon Cardenas\n",
+      "Ramon Delgado\n",
+      "Ramon Ponce de Leon\n",
+      "Ramon Santana\n",
+      "Ramona Rispton\n",
+      "Rand Beers\n",
+      "Rand Miller\n",
+      "Randall Terry\n",
+      "Randall Tobias\n",
+      "Randy Brown\n",
+      "Randy Dryer\n",
+      "Randy Ferbey\n",
+      "Randy Jackson\n",
+      "Randy Johnson\n",
+      "Randy Travis\n",
+      "Rani Mukherjee\n",
+      "Ranil Wickremasinghe\n",
+      "Raoul Ruiz\n",
+      "Raquel Welch\n",
+      "Rashid Qureshi\n",
+      "Ratna Sari Dewi Sukarno\n",
+      "Raul Castaneda\n",
+      "Raul Chacon\n",
+      "Raul Cubas\n",
+      "Raul Gonzalez\n",
+      "Raul Ibanez\n",
+      "Raul Mondesi\n",
+      "Raul Rivero\n",
+      "Ravan AG Farhadi\n",
+      "Ray Allen\n",
+      "Ray Bradbury\n",
+      "Ray Evernham\n",
+      "Ray Halbritter\n",
+      "Ray Lewis\n",
+      "Ray Liotta\n",
+      "Ray Lucas\n",
+      "Ray Morrough\n",
+      "Ray Nagin\n",
+      "Ray Price\n",
+      "Ray Romano\n",
+      "Ray Sherman\n",
+      "Ray Wasden\n",
+      "Ray Young\n",
+      "Raymond Arthurs\n",
+      "Raymond Odierno\n",
+      "Raza Rabbani\n",
+      "Razali Ismail\n",
+      "Rebecca Romijn-Stamos\n",
+      "Rebekah Chantay Revels\n",
+      "Recep Tayyip Erdogan\n",
+      "Red Auerbach\n",
+      "Reese Witherspoon\n",
+      "Reggie Lewis\n",
+      "Reggie Miller\n",
+      "Reggie Sanders\n",
+      "Regina Ip\n",
+      "Reginald Hudlin\n",
+      "Reina Hayes\n",
+      "Reinhard Buetikofer\n",
+      "Ren Qingjin\n",
+      "Rena Sofer\n",
+      "Renato Soru\n",
+      "Rene Antonio Leon Rodriguez\n",
+      "Rene Portland\n",
+      "Renee Zellweger\n",
+      "Retief Goosen\n",
+      "Rey Sanchez\n",
+      "Reyyan Uzuner\n",
+      "Rhett Warrener\n",
+      "Rhina Villatoro\n",
+      "Ricardo Lagos\n",
+      "Ricardo Lopez Murphy\n",
+      "Ricardo Maduro\n",
+      "Ricardo Mayorga\n",
+      "Ricardo Monasterio\n",
+      "Ricardo Sanchez\n",
+      "Riccardo Muti\n",
+      "Rich Brooks\n",
+      "Rich Gannon\n",
+      "Richard Armitage\n",
+      "Richard Barry\n",
+      "Richard Branson\n",
+      "Richard Butler\n",
+      "Richard Carl\n",
+      "Richard Chamberlain\n",
+      "Richard Cohen\n",
+      "Richard Crenna\n",
+      "Richard Daley\n",
+      "Richard Dreyfuss\n",
+      "Richard Fine\n",
+      "Richard Gephardt\n",
+      "Richard Gere\n",
+      "Richard Greenberg\n",
+      "Richard Haass\n",
+      "Richard Hamilton\n",
+      "Richard Harris\n",
+      "Richard Hellfant\n",
+      "Richard Jefferson\n",
+      "Richard Jewell\n",
+      "Richard Krajicek\n",
+      "Richard Langille\n",
+      "Richard Lennon\n",
+      "Richard Levin\n",
+      "Richard Lugar\n",
+      "Richard Myers\n",
+      "Richard Naughton\n",
+      "Richard Norton-Taylor\n",
+      "Richard Palmer\n",
+      "Richard Parsons\n",
+      "Richard Paul Evans\n",
+      "Richard Penniman\n",
+      "Richard Pennington\n",
+      "Richard Perle\n",
+      "Richard Regenhard\n",
+      "Richard Reid\n",
+      "Richard Rodriguez\n",
+      "Richard Sambrook\n",
+      "Richard Shelby\n",
+      "Richard Sterner\n",
+      "Richard Tubb\n",
+      "Richard Virenque\n",
+      "Richard Ward\n",
+      "Richie Adubato\n",
+      "Rick Barnes\n",
+      "Rick Bland\n",
+      "Rick Bragg\n",
+      "Rick Carlisle\n",
+      "Rick Caruso\n",
+      "Rick Dinse\n",
+      "Rick Husband\n",
+      "Rick Lu\n",
+      "Rick Perry\n",
+      "Rick Pitino\n",
+      "Rick Reed\n",
+      "Rick Rickert\n",
+      "Rick Romley\n",
+      "Rick Santorum\n",
+      "Rick Stansbury\n",
+      "Rick Wagoner\n",
+      "Ricky Barnes\n",
+      "Ricky Cottrill\n",
+      "Ricky Martin\n",
+      "Ricky Ponting\n",
+      "Ricky Quick\n",
+      "Ricky Ray\n",
+      "Ridley Scott\n",
+      "Riek Blanjaar\n",
+      "Rien Long\n",
+      "Rina Lazo\n",
+      "Ringo Starr\n",
+      "Rio Ferdinand\n",
+      "Rita Grande\n",
+      "Rita Moreno\n",
+      "Rita Wilson\n",
+      "Rob Lowe\n",
+      "Rob Marshall\n",
+      "Rob Moore\n",
+      "Rob Morrow\n",
+      "Rob Niedermayer\n",
+      "Rob Ramsay\n",
+      "Rob Schneider\n",
+      "Robbie Coltrane\n",
+      "Robbie Fowler\n",
+      "Robbie Mc Ewen\n",
+      "Robbie Naish\n",
+      "Robbie Williams\n",
+      "Robby Ginepri\n",
+      "Robert Altman\n",
+      "Robert Beck\n",
+      "Robert Blackwill\n",
+      "Robert Blake\n",
+      "Robert Bonner\n",
+      "Robert Bullock\n",
+      "Robert DeFraites\n",
+      "Robert De Niro\n",
+      "Robert Douglas\n",
+      "Robert Downey Jr\n",
+      "Robert Durst\n",
+      "Robert Duvall\n",
+      "Robert Ehrlich\n",
+      "Robert Evans\n",
+      "Robert F Kennedy Jr\n",
+      "Robert Fico\n",
+      "Robert Flodquist\n",
+      "Robert Gallo\n",
+      "Robert Gordon Card\n",
+      "Robert Hanssen\n",
+      "Robert Horan\n",
+      "Robert Hyatt\n",
+      "Robert Kipkoech Cheruiyot\n",
+      "Robert Kocharian\n",
+      "Robert Korzeniowski\n",
+      "Robert Lange\n",
+      "Robert Lee Yates Jr\n",
+      "Robert Marshall\n",
+      "Robert McKee\n",
+      "Robert Morvillo\n",
+      "Robert Mueller\n",
+      "Robert Mugabe\n",
+      "Robert Nardelli\n",
+      "Robert Nillson\n",
+      "Robert Pollack\n",
+      "Robert Redford\n",
+      "Robert Schuller\n",
+      "Robert Stack\n",
+      "Robert Torricelli\n",
+      "Robert Towne\n",
+      "Robert Tyrrell\n",
+      "Robert Vowler\n",
+      "Robert Wagner\n",
+      "Robert Weitzel\n",
+      "Robert Wiener\n",
+      "Robert Witt\n",
+      "Robert Woody Johnson\n",
+      "Robert Zoellick\n",
+      "Roberta Combs\n",
+      "Roberto Arguelles\n",
+      "Roberto Benigni\n",
+      "Roberto Canessa\n",
+      "Roberto Carlos\n",
+      "Roberto Cavalli\n",
+      "Roberto Cercelletta\n",
+      "Roberto Guaterroma\n",
+      "Roberto Laratro\n",
+      "Roberto Lavagna\n",
+      "Roberto Marinho\n",
+      "Roberto Robaina\n",
+      "Roberto Tovar\n",
+      "Robin Cook\n",
+      "Robin Johansen\n",
+      "Robin McGraw\n",
+      "Robin McLaurin Williams\n",
+      "Robin Tunney\n",
+      "Robin Wagner\n",
+      "Robin Williams\n",
+      "Robin Wright Penn\n",
+      "Robinson Stevenin\n",
+      "Rocco Buttiglione\n",
+      "Rod Blagojevich\n",
+      "Rod Bryden\n",
+      "Rod Jong-il\n",
+      "Rod Paige\n",
+      "Rod Stewart\n",
+      "Rod Thorn\n",
+      "Rodney Dangerfield\n",
+      "Rodney Rempt\n",
+      "Rodolfo Abalos\n",
+      "Rodrigo Borja\n",
+      "Rodrigo Rato\n",
+      "Rodrigo de la Cerna\n",
+      "Roel Campos\n",
+      "Rogelio Montemayor\n",
+      "Rogelio Ramos\n",
+      "Roger Clemens\n",
+      "Roger Cook\n",
+      "Roger Corbett\n",
+      "Roger Daltrey\n",
+      "Roger Etchegaray\n",
+      "Roger Federer\n",
+      "Roger Grimes\n",
+      "Roger King\n",
+      "Roger Lyons\n",
+      "Roger Machado\n",
+      "Roger Mahony\n",
+      "Roger Moore\n",
+      "Roger Penske\n",
+      "Roger Staubach\n",
+      "Roger Suarez\n",
+      "Roger Toussaint\n",
+      "Roger Winter\n",
+      "Rogerio Romero\n",
+      "Roh Moo-hyun\n",
+      "Rohinton Mistry\n",
+      "Rohman al-Ghozi\n",
+      "Roland Koch\n",
+      "Rolandas Paksas\n",
+      "Rolf Eckrodt\n",
+      "Rolf Zimmermann\n",
+      "Rollie Massimino\n",
+      "Romain Duris\n",
+      "Roman Abramovich\n",
+      "Roman Coppola\n",
+      "Roman Polanski\n",
+      "Roman Tam\n",
+      "Romano Prodi\n",
+      "Romario Farias\n",
+      "Romeo Gigli\n",
+      "Ron Dittemore\n",
+      "Ron Gonzales\n",
+      "Ron Howard\n",
+      "Ron Kirk\n",
+      "Ron Lantz\n",
+      "Ron Zook\n",
+      "Ronald Brower\n",
+      "Ronald Harwood\n",
+      "Ronald Ito\n",
+      "Ronald Kadish\n",
+      "Ronald Kessler\n",
+      "Ronald Perelman\n",
+      "Ronald Post\n",
+      "Ronald Reagan\n",
+      "Ronald White\n",
+      "Ronald Young Jr\n",
+      "Ronaldo Luis Nazario de Lima\n",
+      "Ronde Barber\n",
+      "Ronnie Jagday\n",
+      "Ronnie Musgrove\n",
+      "Rosa Haywa de Condori\n",
+      "Rosalie Perkov\n",
+      "Rosalyn Carter\n",
+      "Rosario Dawson\n",
+      "Rose Linkins\n",
+      "Rose Marie\n",
+      "Roseanne Barr\n",
+      "Rosemarie Stack\n",
+      "Rosie Perez\n",
+      "Rosny Desroches\n",
+      "Ross Verba\n",
+      "Rowan Williams\n",
+      "Roy Blunt\n",
+      "Roy Chaderton\n",
+      "Roy Halladay\n",
+      "Roy Jones Jr\n",
+      "Roy Moore\n",
+      "Roy Rogers\n",
+      "Roy Romanow\n",
+      "Roy Williams\n",
+      "Ruano Pascual\n",
+      "Ruben Sierra\n",
+      "Ruben Studdard\n",
+      "Ruben Wolkowyski\n",
+      "Rubens Barrichello\n",
+      "Rudi Voeller\n",
+      "Rudolf Schuster\n",
+      "Rudolph Giuliani\n",
+      "Rudolph Holton\n",
+      "Rudy Tomjanovich\n",
+      "Rulon Gardner\n",
+      "Rupert Grint\n",
+      "Rupert Murdoch\n",
+      "Russ Ortiz\n",
+      "Russell Coutts\n",
+      "Russell Crowe\n",
+      "Russell Simmons\n",
+      "Rustu Recber\n",
+      "Ruth Bader Ginsburg\n",
+      "Ruth Christofferson\n",
+      "Ruth Dreifuss\n",
+      "Ruth Harlow\n",
+      "Ruth Pearce\n",
+      "Ruth Stubbs\n",
+      "Ryan Drese\n",
+      "Ryan Goodman\n",
+      "Ryan Leaf\n",
+      "Ryan Newman\n",
+      "Ryan Nyquist\n",
+      "SJ Twu\n",
+      "S Jayakumar\n",
+      "Saadi Gadhafi\n",
+      "Sabah Al-Ahmad Al-Jaber Al-Sabah\n",
+      "Saburo Kawabuchi\n",
+      "Sachiko Yamada\n",
+      "Sachin Tendulkar\n",
+      "Sada Jacobson\n",
+      "Sadam Hassan\n",
+      "Saddam Hussein\n",
+      "Sadie Frost\n",
+      "Saeb Erekat\n",
+      "Saeed Anwar\n",
+      "Saeed Mortazavi\n",
+      "Sahim Alwan\n",
+      "Saied Hadi al Mudarissi\n",
+      "Sally Clark\n",
+      "Sally Field\n",
+      "Sally Kirkland\n",
+      "Sally Ride\n",
+      "Salma Hayek\n",
+      "Salman Khan\n",
+      "Salman Rushdie\n",
+      "Sam Bith\n",
+      "Sam Brownback\n",
+      "Sam Gerald\n",
+      "Sam Mendes\n",
+      "Sam Rockwell\n",
+      "Sam Torrance\n",
+      "Saman Shali\n",
+      "Samantha Daniels\n",
+      "Samantha Ledster\n",
+      "Sami Al-Arian\n",
+      "Samira Makhmalbaf\n",
+      "Sammy Knight\n",
+      "Sammy Sosa\n",
+      "Samuel Waksal\n",
+      "San Lan\n",
+      "Sananda Maitreya\n",
+      "Sandra Banning\n",
+      "Sandra Bullock\n",
+      "Sandra Ceccarelli\n",
+      "Sandra Day OConner\n",
+      "Sandra Milo\n",
+      "Sandra Shamas\n",
+      "Sandy Smith\n",
+      "Sandy Wise\n",
+      "Sanja Papic\n",
+      "Sanjay Chawla\n",
+      "Sanjay Gupta\n",
+      "Santiago Botero\n",
+      "Saoud Al Faisal\n",
+      "Saparmurat Niyazov\n",
+      "Sara Elisabeth Ahmad\n",
+      "Sara Silverman\n",
+      "Sarah Canale\n",
+      "Sarah Hughes\n",
+      "Sarah Jessica Parker\n",
+      "Sarah Michelle Gellar\n",
+      "Sarah Price\n",
+      "Sarah Weddington\n",
+      "Sarah Wynter\n",
+      "Sargis Sargsian\n",
+      "Sasha Alexander\n",
+      "Sasha Cohen\n",
+      "Satnarine Sharma\n",
+      "Scott Blum\n",
+      "Scott Dalton\n",
+      "Scott Dickson\n",
+      "Scott Fawell\n",
+      "Scott Gorelick\n",
+      "Scott Hamilton\n",
+      "Scott Hoch\n",
+      "Scott Hubbard\n",
+      "Scott McClellan\n",
+      "Scott McNealy\n",
+      "Scott OGrady\n",
+      "Scott Peterson\n",
+      "Scott Ritter\n",
+      "Scott Rolen\n",
+      "Scott Rudin\n",
+      "Scott Sullivan\n",
+      "Scott Verplank\n",
+      "Scott Wallach\n",
+      "Scott Weiland\n",
+      "Scott Wittman\n",
+      "Scott Wolf\n",
+      "Scott Yates\n",
+      "Se Hyuk Joo\n",
+      "Sean Astin\n",
+      "Sean Combs\n",
+      "Sean Hayes\n",
+      "Sean OKeefe\n",
+      "Sean Patrick OMalley\n",
+      "Sean Patrick Thomas\n",
+      "Sean Penn\n",
+      "Sean Townsend\n",
+      "Sebastian Cuattrin\n",
+      "Sebastian Porto\n",
+      "Sebastian Saja\n",
+      "Sebastien Grosjean\n",
+      "Sedigh Barmak\n",
+      "Selma Phoenix\n",
+      "Sepp Blatter\n",
+      "Serena Karlan\n",
+      "Serena Williams\n",
+      "Sereyvuth Kem\n",
+      "Serge Klarsfeld\n",
+      "Serge Melac\n",
+      "Serge Tchuruk\n",
+      "Sergei Alexandrovitch Ordzhonikidze\n",
+      "Sergei Ivanov\n",
+      "Sergei Yastrzhembsky\n",
+      "Sergei Yushenkov\n",
+      "Sergey Lavrov\n",
+      "Sergio Castellitto\n",
+      "Sergio Garcia\n",
+      "Sergio Vieira De Mello\n",
+      "Seth Gorney\n",
+      "Severino Antinori\n",
+      "Seydou Diarra\n",
+      "Seymour Cassell\n",
+      "Shae-Lynn Bourne\n",
+      "Shafal Mosed\n",
+      "Shamai Leibowitz\n",
+      "Shane Hmiel\n",
+      "Shane Loux\n",
+      "Shane Mosley\n",
+      "Shane Phillips\n",
+      "Shane Reynolds\n",
+      "Shane Warne\n",
+      "Shania Twain\n",
+      "Shanna Zolman\n",
+      "Shannon OBrien\n",
+      "Shannyn Sossamon\n",
+      "Sharess Harrell\n",
+      "Sharon Davis\n",
+      "Sharon Frey\n",
+      "Sharon Osbourne\n",
+      "Sharon Robinson\n",
+      "Sharon Stone\n",
+      "Shaukat Aziz\n",
+      "Shaul Mofaz\n",
+      "Shaun Pollock\n",
+      "Shaun Rusling\n",
+      "Shavon Earp\n",
+      "Shawn Bradley\n",
+      "Shawn Kemp\n",
+      "Shawn Marion\n",
+      "Sheikh Ahmed Yassin\n",
+      "Sheila Copps\n",
+      "Sheila Fraser\n",
+      "Sheila Taormina\n",
+      "Sheila Wellstone\n",
+      "Sheldon Silver\n",
+      "Sherri Coale\n",
+      "Sherry Fisher\n",
+      "Sherry Irving\n",
+      "Sheryl Crow\n",
+      "Shi Guangsheng\n",
+      "Shia LaBeouf\n",
+      "Shigeo Nagashima\n",
+      "Shigeru Ishiba\n",
+      "Shimon Peres\n",
+      "Shingo Katayama\n",
+      "Shingo Suetsugu\n",
+      "Shinya Taniguchi\n",
+      "Shinzo Abe\n",
+      "Shireen Amir Begum\n",
+      "Shirley Jones\n",
+      "Shobha De\n",
+      "Shoshana Johnson\n",
+      "Shoshannah Stern\n",
+      "Sid Caesar\n",
+      "Sidney Kimmel\n",
+      "Sidney Poitier\n",
+      "Sigourney Weaver\n",
+      "Sila Calderon\n",
+      "Silvan Shalom\n",
+      "Silvia Farina Elia\n",
+      "Silvie Cabero\n",
+      "Silvio Berlusconi\n",
+      "Silvio Fernandez\n",
+      "Sim Yong\n",
+      "Simon Chalk\n",
+      "Simon Cowell\n",
+      "Simon Larose\n",
+      "Simon Yam\n",
+      "Simona Hradil\n",
+      "Sinead OConnor\n",
+      "Sivan Klein\n",
+      "Skip Prosser\n",
+      "Slobodan Milosevic\n",
+      "Soenarno\n",
+      "Sofia Milos\n",
+      "Sofyan Dawood\n",
+      "Sohail Abbas\n",
+      "Sok An\n",
+      "Solomon Passy\n",
+      "Sonia Gandhi\n",
+      "Sonia Lopez\n",
+      "Sonja Kesselschlager\n",
+      "Sonya Walger\n",
+      "Soon Yi\n",
+      "Sophia Loren\n",
+      "Sophie\n",
+      "Sourav Ganguly\n",
+      "Spencer Abraham\n",
+      "Spike Helmick\n",
+      "Spike Jonze\n",
+      "Spike Lee\n",
+      "Stacey Dales-Schuman\n",
+      "Stacey Jones\n",
+      "Stacey Yamaguchi\n",
+      "Stacy Dragila\n",
+      "Stacy Nelson\n",
+      "Stan Heath\n",
+      "Stan Kasten\n",
+      "Stan Kroenke\n",
+      "Stanislas Wawrinka\n",
+      "Stanley Ho\n",
+      "Stanley McChrystal\n",
+      "Stanley Nelson\n",
+      "Stanley Tong\n",
+      "Stefaan Declerk\n",
+      "Stefan Holm\n",
+      "Stefan Koubek\n",
+      "Stefan Tafrov\n",
+      "Stefanie De Roux\n",
+      "Stefano Accorsi\n",
+      "Stefano Basalini\n",
+      "Stefano Gabbana\n",
+      "Steffeny Holtz\n",
+      "Steffi Graf\n",
+      "Stella Keitel\n",
+      "Stella McCartney\n",
+      "Stella Tennant\n",
+      "Stellan Skarsgard\n",
+      "Steny Hoyer\n",
+      "Stepan Demirchian\n",
+      "Stephan Eberharter\n",
+      "Stephane Delajoux\n",
+      "Stephane Rochon\n",
+      "Stephane Rousseau\n",
+      "Stephanie Cohen Aloro\n",
+      "Stephanie Moore\n",
+      "Stephanie Zimbalist\n",
+      "Stephen Ambrose\n",
+      "Stephen Arigbabu\n",
+      "Stephen Cooper\n",
+      "Stephen Covey\n",
+      "Stephen Crampton\n",
+      "Stephen Daldry\n",
+      "Stephen Ebberharter\n",
+      "Stephen Frears\n",
+      "Stephen Friedman\n",
+      "Stephen Funk\n",
+      "Stephen Glassroth\n",
+      "Stephen Joseph\n",
+      "Stephen Keener\n",
+      "Stephen Oake\n",
+      "Stephen Push\n",
+      "Stephen Silas\n",
+      "Stephen Swindal\n",
+      "Stephen Thompson\n",
+      "Stephen Webster\n",
+      "Sterling Hitchcock\n",
+      "Steve-O\n",
+      "Steve Alford\n",
+      "Steve Allan\n",
+      "Steve Allee\n",
+      "Steve Austin\n",
+      "Steve Avery\n",
+      "Steve Backley\n",
+      "Steve Ballmer\n",
+      "Steve Blake\n",
+      "Steve Blankenship\n",
+      "Steve Case\n",
+      "Steve Coogan\n",
+      "Steve Coterill\n",
+      "Steve Cox\n",
+      "Steve Cutler\n",
+      "Steve Fehr\n",
+      "Steve Karsay\n",
+      "Steve Kerr\n",
+      "Steve Largent\n",
+      "Steve Lavin\n",
+      "Steve Lenard\n",
+      "Steve Mariucci\n",
+      "Steve McManaman\n",
+      "Steve Nash\n",
+      "Steve Nesbitt\n",
+      "Steve Pagliuca\n",
+      "Steve Park\n",
+      "Steve Patterson\n",
+      "Steve Peace\n",
+      "Steve Phillips\n",
+      "Steve Redgrave\n",
+      "Steve Rush\n",
+      "Steve Shiver\n",
+      "Steve Spurrier\n",
+      "Steve Stirling\n",
+      "Steve Valentine\n",
+      "Steve Wariner\n",
+      "Steve Waugh\n",
+      "Steve Zahn\n",
+      "Steven Briggs\n",
+      "Steven Craig\n",
+      "Steven Curtis Chapman\n",
+      "Steven Feldman\n",
+      "Steven Hatfill\n",
+      "Steven Kinlock\n",
+      "Steven Seagal\n",
+      "Steven Spielberg\n",
+      "Steven Tyler\n",
+      "Steven Van Zandt\n",
+      "Stipe Mesic\n",
+      "Stockard Channing\n",
+      "Strom Thurmond\n",
+      "Stuart Knoll\n",
+      "Stuart Townsend\n",
+      "Stuart Whitman\n",
+      "Sue Grafton\n",
+      "Sue Guevara\n",
+      "Sue Johnston\n",
+      "Sue Slavec\n",
+      "Sue Wicks\n",
+      "Suh Chung-won\n",
+      "Suh Young-hoon\n",
+      "Suk Chung Hong\n",
+      "Sultan Qaboos\n",
+      "Sun Myung Moon\n",
+      "Sung Hong Choi\n",
+      "Supachai Panitchpakdi\n",
+      "Surakait Sathirathai\n",
+      "Sureyya Ayhan\n",
+      "Surya Bahadur Thapa\n",
+      "Susan Collins\n",
+      "Susan Sarandon\n",
+      "Susan Walvius\n",
+      "Susan Whelan\n",
+      "Sushma Swaraj\n",
+      "Susie Castillo\n",
+      "Susilo Bambang Yudhoyono\n",
+      "Suzanne Fox\n",
+      "Suzanne Gaudet\n",
+      "Suzanne Haik Terrell\n",
+      "Suzanne Mubarak\n",
+      "Suzanne Somers\n",
+      "Suzanne Torrance\n",
+      "Suzie McConnell Serio\n",
+      "Sven Goran Eriksson\n",
+      "Sven Ottke\n",
+      "Svend Aage Jensby\n",
+      "Svend Robinson\n",
+      "Svetislav Pesic\n",
+      "Svetlana Belousova\n",
+      "Svetlana Koroleva\n",
+      "Svetoslav Todorov\n",
+      "Sybille Schmid\n",
+      "Syed Abdul Rahman Geelani\n",
+      "Syed Ibrahim\n",
+      "Sylvester Stallone\n",
+      "Sylvia Plachy\n",
+      "Sylvie Guillem\n",
+      "Szu Yu Chen\n",
+      "TA McLendon\n",
+      "TJ Ford\n",
+      "T Boone Pickens\n",
+      "Tab Baldwin\n",
+      "Tab Turner\n",
+      "Tabare Vazquez\n",
+      "Taha Yassin Ramadan\n",
+      "Taia Balk\n",
+      "Takahiro Mori\n",
+      "Takaloo\n",
+      "Takashi Sorimachi\n",
+      "Takashi Yamamoto\n",
+      "Takenori Kanzaki\n",
+      "Takeo Fukui\n",
+      "Takeo Hiranuma\n",
+      "Takeshi Kitano\n",
+      "Taku Yamasaki\n",
+      "Takuma Sato\n",
+      "Talal Keenaan\n",
+      "Tali Imani\n",
+      "Talisa Bratt\n",
+      "Talisa Soto\n",
+      "Tamara Brooks\n",
+      "Tamara Mowry\n",
+      "Tamara Stokes\n",
+      "Tamika Catchings\n",
+      "Tammy Helm\n",
+      "Tammy Lynn Michaels\n",
+      "Tang Jiaxuan\n",
+      "Tangra Riggle\n",
+      "Tanya Holyk\n",
+      "Tanya Lindenmuth\n",
+      "Taoufik Mathlouthi\n",
+      "Tara Dawn Christensen\n",
+      "Tara Kirk\n",
+      "Tara Reid\n",
+      "Tara VanDerveer\n",
+      "Tariq Aziz\n",
+      "Tassos Papadopoulos\n",
+      "Tatiana Gratcheva\n",
+      "Tatiana Kennedy Schlossberg\n",
+      "Tatiana Panova\n",
+      "Tatiana Paus\n",
+      "Tatiana Shchegoleva\n",
+      "Tatjana Gsell\n",
+      "Tatsuya Fuji\n",
+      "Tatyana Tomashova\n",
+      "Taufik Hidayat\n",
+      "Taufik Kiemas\n",
+      "Tavis Smiley\n",
+      "Taylor Twellman\n",
+      "Taylyn Solomon\n",
+      "Tayshaun Prince\n",
+      "Tayyeb Abdel Rahim\n",
+      "Ted Christopher\n",
+      "Ted Costa\n",
+      "Ted Maher\n",
+      "Ted Nolan\n",
+      "Ted Turner\n",
+      "Ted Washington\n",
+      "Ted Williams\n",
+      "Teddy Kollek\n",
+      "Terence Newman\n",
+      "Teresa Graves\n",
+      "Teresa Heinz Kerry\n",
+      "Teresa Williams\n",
+      "Teresa Worbis\n",
+      "Teri Files\n",
+      "Teri Garr\n",
+      "Teri ORourke\n",
+      "Terje Roed-Larsen\n",
+      "Terrell Suggs\n",
+      "Terrence Kiel\n",
+      "Terrence Trammell\n",
+      "Terri Clark\n",
+      "Terry Bradshaw\n",
+      "Terry Gilliam\n",
+      "Terry Hoeppner\n",
+      "Terry Lynn Barton\n",
+      "Terry McAuliffe\n",
+      "Terry Semel\n",
+      "Terry Stotts\n",
+      "Teruaki Masumoto\n",
+      "Terunobu Maeda\n",
+      "Tessa Jowell\n",
+      "Tex Ritter\n",
+      "Thabo Mbeki\n",
+      "Thad Matta\n",
+      "Thaksin Shinawatra\n",
+      "Thalia\n",
+      "Thanongsak Tuvinan\n",
+      "Theo Angelopoulos\n",
+      "Theo Epstein\n",
+      "Theodore Tweed Roosevelt\n",
+      "Theresa Gattung\n",
+      "Theresa May\n",
+      "Thierry Falise\n",
+      "Thierry Mariani\n",
+      "Thomas Birmingham\n",
+      "Thomas Bjorn\n",
+      "Thomas Cloyd\n",
+      "Thomas Daily\n",
+      "Thomas Day\n",
+      "Thomas Enqvist\n",
+      "Thomas Fargo\n",
+      "Thomas Ferguson\n",
+      "Thomas Franklin\n",
+      "Thomas Gottschalk\n",
+      "Thomas Haeggstroem\n",
+      "Thomas Kelly\n",
+      "Thomas Klestil\n",
+      "Thomas Malchow\n",
+      "Thomas Manger\n",
+      "Thomas Mesereau Jr\n",
+      "Thomas OBrien\n",
+      "Thomas Rupprath\n",
+      "Thomas Scavone\n",
+      "Thomas Stewart\n",
+      "Thomas Ulrich\n",
+      "Thomas Van Essen\n",
+      "Thomas Watjen\n",
+      "Thomas Weston\n",
+      "Thomas Wilkens\n",
+      "Thomas Wyman\n",
+      "Thor Pedersen\n",
+      "Tia Mowry\n",
+      "Tiago Splitter\n",
+      "Tian Liang\n",
+      "Tian Zhuang Zhuang\n",
+      "Tiffany Limos\n",
+      "Tiger Woods\n",
+      "Tim Allen\n",
+      "Tim Blake Nelson\n",
+      "Tim Chapman\n",
+      "Tim Conway\n",
+      "Tim Curley\n",
+      "Tim Curry\n",
+      "Tim Duncan\n",
+      "Tim Floyd\n",
+      "Tim Henman\n",
+      "Tim Howard\n",
+      "Tim Jones\n",
+      "Tim Lobinger\n",
+      "Tim Lopes\n",
+      "Tim Matheson\n",
+      "Tim Norbeck\n",
+      "Tim Pawlenty\n",
+      "Tim Robbins\n",
+      "Tim Salmon\n",
+      "Tim Welsh\n",
+      "Timbul Silaen\n",
+      "Timothy Coughlin\n",
+      "Timothy Goebel\n",
+      "Timothy McVeigh\n",
+      "Timothy Rigas\n",
+      "Timothy Wirth\n",
+      "Tina Andrews\n",
+      "Tina Brown\n",
+      "Tina Conner\n",
+      "Tina Fey\n",
+      "Tina Pisnik\n",
+      "Tina Sinatra\n",
+      "Tino Martinez\n",
+      "Tippi Hedren\n",
+      "Tirunesh Dibaba\n",
+      "Toby Keith\n",
+      "Tocker Pudwill\n",
+      "Todd Haynes\n",
+      "Todd MacCulloch\n",
+      "Todd Parrott\n",
+      "Todd Petit\n",
+      "Todd Reid\n",
+      "Todd Robbins\n",
+      "Todd Wike\n",
+      "Tom Amstutz\n",
+      "Tom Brady\n",
+      "Tom Brennan\n",
+      "Tom Christerson\n",
+      "Tom Coughlin\n",
+      "Tom Coverdale\n",
+      "Tom Craddick\n",
+      "Tom Crean\n",
+      "Tom Cruise\n",
+      "Tom Curley\n",
+      "Tom Daschle\n",
+      "Tom DeLay\n",
+      "Tom Foy\n",
+      "Tom Gamboa\n",
+      "Tom Glavine\n",
+      "Tom Hanks\n",
+      "Tom Hanusik\n",
+      "Tom Harkin\n",
+      "Tom Izzo\n",
+      "Tom Jones\n",
+      "Tom Kelly\n",
+      "Tom Koenigs\n",
+      "Tom Lantos\n",
+      "Tom McClintock\n",
+      "Tom Miller\n",
+      "Tom Moss\n",
+      "Tom OBrien\n",
+      "Tom Osborne\n",
+      "Tom Poston\n",
+      "Tom Reilly\n",
+      "Tom Ridge\n",
+      "Tom Rouen\n",
+      "Tom Schnackenberg\n",
+      "Tom Scully\n",
+      "Tom Sizemore\n",
+      "Tom Smothers\n",
+      "Tom Tunney\n",
+      "Tom Vilsack\n",
+      "Tom Watson\n",
+      "Tom Welch\n",
+      "Tomas Enge\n",
+      "Tomas Malik\n",
+      "Tommy Amaker\n",
+      "Tommy Franks\n",
+      "Tommy Haas\n",
+      "Tommy Lasorda\n",
+      "Tommy Lewis\n",
+      "Tommy Maddox\n",
+      "Tommy Robredo\n",
+      "Tommy Shane Steiner\n",
+      "Tommy Thompson\n",
+      "Tommy Tubberville\n",
+      "Tomoko Hagiwara\n",
+      "Tomomi Morita\n",
+      "Tonga\n",
+      "Toni Braxton\n",
+      "Toni Jennings\n",
+      "Tonino Guerra\n",
+      "Tono Suratman\n",
+      "Tony Bennett\n",
+      "Tony Blair\n",
+      "Tony Clement\n",
+      "Tony Cummo\n",
+      "Tony Curtis\n",
+      "Tony Elias\n",
+      "Tony Fernandes\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Tony LaRussa\n",
+      "Tony Parker\n",
+      "Tony Shalhoub\n",
+      "Tony Stewart\n",
+      "Tonya Payne\n",
+      "Tora Takagi\n",
+      "Tori Amos\n",
+      "Torri Edwards\n",
+      "Toshi Izawa\n",
+      "Toshihiko Fukui\n",
+      "Toshimitsu Motegi\n",
+      "Toutai Kefu\n",
+      "Tracee Ellis Ross\n",
+      "Tracee Treadwell\n",
+      "Tracy McGrady\n",
+      "Tracy Wyle\n",
+      "Travis Rudolph\n",
+      "Trent Lott\n",
+      "Trevor McDonald\n",
+      "Trevor Watson\n",
+      "Trisha Meili\n",
+      "Trista Rehn\n",
+      "Tristan Gretzky\n",
+      "Troy Aikman\n",
+      "Troy Garity\n",
+      "Troy Hudson\n",
+      "Troy Jenkins\n",
+      "Troy Polamalu\n",
+      "Trudi Lacey\n",
+      "Tsutomu Takebe\n",
+      "Tubby Smith\n",
+      "Tuncay Sanli\n",
+      "Tung Chee-hwa\n",
+      "Turner Gill\n",
+      "Turner Stevenson\n",
+      "Ty Votaw\n",
+      "Tyler Grillo\n",
+      "Tyler Hamilton\n",
+      "Tyra Banks\n",
+      "Tyron Garner\n",
+      "Tyrone Medley\n",
+      "Tzipora Obziler\n",
+      "Uday Hussein\n",
+      "Ulrich Kueperkoch\n",
+      "Uma Thurman\n",
+      "Uri Lopolianski\n",
+      "Urmila Matondkar\n",
+      "Uthai Pimchaichon\n",
+      "Uzi Even\n",
+      "Uzi Landau\n",
+      "Vaclav Havel\n",
+      "Vaclav Klaus\n",
+      "Vadim Devyatovskiy\n",
+      "Vadim Strogalev\n",
+      "Vagit Alekperov\n",
+      "Val Ackerman\n",
+      "Valdas Adamkus\n",
+      "Valentina Cervi\n",
+      "Valentina Tereshkova\n",
+      "Valentino Rossi\n",
+      "Valeri Bure\n",
+      "Valerie Harper\n",
+      "Valerie Thwaites\n",
+      "Valery Giscard dEstaing\n",
+      "Valorie Brabazon\n",
+      "Van Hilley\n",
+      "Vanessa Incontrada\n",
+      "Vanessa Laine\n",
+      "Vanessa Redgrave\n",
+      "Vanessa Williams\n",
+      "Vassilis Xiros\n",
+      "Vecdi Gonul\n",
+      "Venus Williams\n",
+      "Vernon Forrest\n",
+      "Veronica Lake\n",
+      "Viara Vike-Freiberga\n",
+      "Vicente Fernandez\n",
+      "Vicente Fox\n",
+      "Vicente Fox de la Concha\n",
+      "Vicki Zhao Wei\n",
+      "Victor Garber\n",
+      "Victor Hanescu\n",
+      "Victor Kraatz\n",
+      "Victoria Beckham\n",
+      "Victoria Clarke\n",
+      "Vidar Helgesen\n",
+      "Vijay Nambiar\n",
+      "Viktor Yushchenko\n",
+      "Vin Diesel\n",
+      "Vince Carter\n",
+      "Vince Dooley\n",
+      "Vince Gill\n",
+      "Vince Vaughan\n",
+      "Vincent Brooks\n",
+      "Vincent Cianci Jr\n",
+      "Vincent Gallo\n",
+      "Vincent Sombrotto\n",
+      "Vincent Spadea\n",
+      "Vinnie Jones\n",
+      "Viola Davis\n",
+      "Virgina Ruano Pascal\n",
+      "Vitali Klitschko\n",
+      "Vivica Fox\n",
+      "Vladimir Golovlyov\n",
+      "Vladimir Meciar\n",
+      "Vladimir Putin\n",
+      "Vladimir Spidla\n",
+      "Vladimir Ustinov\n",
+      "Vladimir Voltchkov\n",
+      "Vladimiro Montesinos\n",
+      "Vojislav Kostunica\n",
+      "Vojislav Seselj\n",
+      "Vyacheslav Fetisov\n",
+      "Vytas Danelius\n",
+      "Walid Al-Awadi\n",
+      "Wallace Capel\n",
+      "Wally Szczerbiak\n",
+      "Walt Harris\n",
+      "Walter Annenberg\n",
+      "Walter Mondale\n",
+      "Walter Woods\n",
+      "Wan Yanhai\n",
+      "Wanda Ilene Barzee\n",
+      "Wanda de la Jesus\n",
+      "Wang Fei\n",
+      "Wang Hailan\n",
+      "Wang Nan\n",
+      "Wang Yi\n",
+      "Wang Yingfan\n",
+      "Ward Cuff\n",
+      "Warren Beatty\n",
+      "Warren Buffett\n",
+      "Warren Granados\n",
+      "Warren Truss\n",
+      "Wayne Allard\n",
+      "Wayne Brady\n",
+      "Wayne Ferreira\n",
+      "Wayne Gretzky\n",
+      "Wayne Newton\n",
+      "Wei Wu\n",
+      "Wen Ho Lee\n",
+      "Wen Jiabao\n",
+      "Wendell Bryant\n",
+      "Wendy Kennedy\n",
+      "Wendy Selig\n",
+      "Werner Schlager\n",
+      "Wes Craven\n",
+      "Wesley Clark\n",
+      "Whoopi Goldberg\n",
+      "Wilbert Elki Meza Majino\n",
+      "Wilbert Foy\n",
+      "Wilfredo Moreno\n",
+      "Will Ferrell\n",
+      "Will Ofenheusle\n",
+      "Will Self\n",
+      "Will Smith\n",
+      "Will Young\n",
+      "William Bratton\n",
+      "William Bulger\n",
+      "William Burns\n",
+      "William Cocksedge\n",
+      "William Delahunt\n",
+      "William Donaldson\n",
+      "William Ford Jr\n",
+      "William Genego\n",
+      "William Harrison\n",
+      "William Hochul\n",
+      "William Hurt\n",
+      "William Hyde\n",
+      "William Jackson\n",
+      "William Joppy\n",
+      "William Macy\n",
+      "William Martin\n",
+      "William McDonough\n",
+      "William Morrow\n",
+      "William Murabito\n",
+      "William Nessen\n",
+      "William Overlin\n",
+      "William Perry\n",
+      "William Pryor Jr\n",
+      "William Ragland\n",
+      "William Rehnquist\n",
+      "William Rosenberg\n",
+      "William Shatner\n",
+      "William Swor\n",
+      "William Umbach\n",
+      "William Webster\n",
+      "Willie Nelson\n",
+      "Willie Wilson\n",
+      "Willis Roberts\n",
+      "Wilma McNabb\n",
+      "Wilson Alvarez\n",
+      "Wilton Gregory\n",
+      "Wim Duisenberg\n",
+      "Win Aung\n",
+      "Winona Ryder\n",
+      "Winston Churchill\n",
+      "Wolfgang Becker\n",
+      "Wolfgang Clement\n",
+      "Wolfgang Schneiderhan\n",
+      "Wolfgang Schuessel\n",
+      "Wolfgang Schwarz\n",
+      "Woodrow Stanley\n",
+      "Woody Allen\n",
+      "Wu Peng\n",
+      "Wu Yi\n",
+      "Wycliffe Grousbeck\n",
+      "Xanana Gusmao\n",
+      "Xavier Malisse\n",
+      "Xiang Huaicheng\n",
+      "Xiang Liu\n",
+      "Xiang Xu\n",
+      "Ximena Bohorquez\n",
+      "Yale Kamisar\n",
+      "Yana Klochkova\n",
+      "Yang Hee Kim\n",
+      "Yang Jianli\n",
+      "Yang Pao-yu\n",
+      "Yann Martel\n",
+      "Yannos Papantoniou\n",
+      "Yao Ming\n",
+      "Yasar Yakis\n",
+      "Yasein Taher\n",
+      "Yashwant Sinha\n",
+      "Yasser Arafat\n",
+      "Yasushi Akashi\n",
+      "Yasushi Chimura\n",
+      "Yekaterina Guseva\n",
+      "Yevgeny Kafelnikov\n",
+      "Yingfan Wang\n",
+      "Yishan Zhang\n",
+      "Yoelbi Quesada\n",
+      "Yogi Berra\n",
+      "Yoko Ono\n",
+      "Yolanda King\n",
+      "Yoo Jay-Kun\n",
+      "Yoon Jeong Cho\n",
+      "Yoon Jin-Sik\n",
+      "Yoon Won-Sik\n",
+      "Yoon Young-kwan\n",
+      "Yoriko Kawaguchi\n",
+      "Yory Boy Campas\n",
+      "Yoshiyuki Kamei\n",
+      "Yossi Beilin\n",
+      "Young Kim\n",
+      "Yu Shyi-kun\n",
+      "Yukiko Okudo\n",
+      "Yukio Hatoyama\n",
+      "Yuri Fedotov\n",
+      "Yuri Luzhkov\n",
+      "Yuri Malenchenko\n",
+      "Yusaku Miyazato\n",
+      "Yusuf Misbac\n",
+      "Yuvraj Singh\n",
+      "Yves Brodeur\n",
+      "Zach Parise\n",
+      "Zach Pillar\n",
+      "Zach Safrin\n",
+      "Zafarullah Khan Jamali\n",
+      "Zahir Shah\n",
+      "Zaini Abdullah\n",
+      "Zakia Hakki\n",
+      "Zalmay Khalilzad\n",
+      "Zara Akhmadova\n",
+      "Zarai Toledo\n",
+      "Zavad Zarif\n",
+      "Zdravko Mucic\n",
+      "Zeljko Rebraca\n",
+      "Zelma Novelo\n",
+      "Zeng Qinghong\n",
+      "Zhang Wenkang\n",
+      "Zhang Yimou\n",
+      "Zhang Ziyi\n",
+      "Zhong Nanshan\n",
+      "Zhu Rongji\n",
+      "Zico\n",
+      "Zinedine Zidane\n",
+      "Ziwang Xu\n",
+      "Zoe Ball\n",
+      "Zoran Djindjic\n",
+      "Zorica Radovic\n",
+      "Zulfiqar Ahmed\n",
+      "Zumrati Juma\n",
+      "Zurab Tsereteli\n",
+      "Zydrunas Ilgauskas\n"
+     ]
+    }
+   ],
+   "source": [
+    "# augment LFW CSV\n",
+    "for i in range(60):\n",
+    "  try:\n",
+    "    delay = 15\n",
+    "    keys = [('description','description'), ('name', 'name_kg'), ('url', 'url'), ('score', 'score')]\n",
+    "    for idx, item in names.items():\n",
+    "      # check for empties unset\n",
+    "      print(item['name'])\n",
+    "      try:\n",
+    "        _ = item['name_kg']\n",
+    "        continue\n",
+    "      except:\n",
+    "        pass\n",
+    "      # check for empties with None\n",
+    "      try:\n",
+    "        a,b,c = item['real_name'], item['description'], item['url']\n",
+    "        if a or b or c:\n",
+    "          continue\n",
+    "      except:\n",
+    "        pass\n",
+    "      kgr = get_knowledge(item['name'], api_key)\n",
+    "      for k1, k2 in keys:\n",
+    "        try:\n",
+    "          names[idx][k2] = kgr[k1]\n",
+    "        except:\n",
+    "          names[idx][k2] = ''\n",
+    "          #print('no {} data for {}'.format(k1, item['name']))\n",
+    "          pass\n",
+    "      #if idx % 10 == 0:\n",
+    "      txt = 'got: {} ({})'.format(item['name'], names[idx]['score'])\n",
+    "      time.sleep(1)\n",
+    "      txt += ', {} / {}, {:.2f}.'.format(idx, len(names), idx / len(names))\n",
+    "      print(txt)\n",
+    "  except Exception as e:\n",
+    "    print(e, item['name'])\n",
+    "    time.sleep(60)\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 166,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "names_bkup = names.copy()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 167,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# save to csv\n",
+    "fp_kg = join(dir_dataset, 'lfw_names_gender_kg_bkup.csv')\n",
+    "df_kg = pd.DataFrame.from_dict(list(names.values()))  # ignore the indices\n",
+    "df_kg.to_csv(fp_kg, index=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Filter and Reduce"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 185,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# load names\n",
+    "fp_names = join(dir_dataset, 'lfw_names_gender_kg_bkup.csv')\n",
+    "df_names = pd.read_csv(fp_names)\n",
+    "names = df_names.to_dict('index')\n",
+    "list(names.values())[:2]\n",
+    "names_copy = names.copy()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 190,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "names_new = names.copy()\n",
+    "for idx, item in names_copy.items():\n",
+    "  score = names_new[idx].get('score', 0)\n",
+    "  if not score:\n",
+    "    score = 0\n",
+    "    \n",
+    "  # clean up\n",
+    "  if score < 50:\n",
+    "    \n",
+    "    try:\n",
+    "      names_new[idx].pop('description')\n",
+    "    except:\n",
+    "      pass\n",
+    "    \n",
+    "    try:\n",
+    "      names_new[idx].pop('name_kg')\n",
+    "    except:\n",
+    "      pass\n",
+    "    \n",
+    "    try:\n",
+    "      names_new[idx].pop('score')\n",
+    "    except:\n",
+    "      pass\n",
+    "    \n",
+    "  else:\n",
+    "    name_kg = str(names_new[idx].get('name_kg', ''))\n",
+    "    if len(name_kg) > 0:\n",
+    "      #names_new[idx]['name'] = names[idx]['name_kg']\n",
+    "      names_new[idx].pop('name_kg')\n",
+    "    names_new[idx].pop('score')\n",
+    "  names_new[idx].pop('url')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 191,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# save to csv\n",
+    "fp_kg = join(dir_dataset, 'lfw_names_gender_kg_min.csv')\n",
+    "df_kg = pd.DataFrame.from_dict(list(names_new.values()))  # ignore the indices\n",
+    "df_kg.to_csv(fp_kg, index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "```\n",
+    "Sample result: https://kgsearch.googleapis.com/v1/entities:search?query=taylor+swift&key=[]&limit=1&indent=True\n",
+    "\n",
+    "{\n",
+    "  \"@context\": {\n",
+    "    \"@vocab\": \"http://schema.org/\",\n",
+    "    \"goog\": \"http://schema.googleapis.com/\",\n",
+    "    \"EntitySearchResult\": \"goog:EntitySearchResult\",\n",
+    "    \"detailedDescription\": \"goog:detailedDescription\",\n",
+    "    \"resultScore\": \"goog:resultScore\",\n",
+    "    \"kg\": \"http://g.co/kg\"\n",
+    "  },\n",
+    "  \"@type\": \"ItemList\",\n",
+    "  \"itemListElement\": [\n",
+    "    {\n",
+    "      \"@type\": \"EntitySearchResult\",\n",
+    "      \"result\": {\n",
+    "        \"@id\": \"kg:/m/0dl567\",\n",
+    "        \"name\": \"Taylor Swift\",\n",
+    "        \"@type\": [\n",
+    "          \"Thing\",\n",
+    "          \"Person\"\n",
+    "        ],\n",
+    "        \"description\": \"Singer-songwriter\",\n",
+    "        \"image\": {\n",
+    "          \"contentUrl\": \"http://t1.gstatic.com/images?q=tbn:ANd9GcQmVDAhjhWnN2OWys2ZMO3PGAhupp5tN2LwF_BJmiHgi19hf8Ku\",\n",
+    "          \"url\": \"https://en.wikipedia.org/wiki/Taylor_Swift\",\n",
+    "          \"license\": \"http://creativecommons.org/licenses/by-sa/2.0\"\n",
+    "        },\n",
+    "        \"detailedDescription\": {\n",
+    "          \"articleBody\": \"Taylor Alison Swift is an American singer-songwriter.\n",
+    "          Raised in Wyomissing, Pennsylvania, she moved to Nashville, Tennessee, at the age of 14\n",
+    "          to pursue a career in country music. \",\n",
+    "          \"url\": \"http://en.wikipedia.org/wiki/Taylor_Swift\",\n",
+    "          \"license\": \"https://en.wikipedia.org/wiki/Wikipedia:Text_of_Creative_Commons_Attribution-ShareAlike_3.0_Unported_License\"\n",
+    "        },\n",
+    "        \"url\": \"http://www.taylorswift.com/\"\n",
+    "      },\n",
+    "      \"resultScore\": 884.364868\n",
+    "    }\n",
+    "  ]\n",
+    "}\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 90,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "api_key = open('/work/megapixels_dev/3rdparty/knowledge-graph-api/.api_key').read()\n",
+    "\n",
+    "def get_knowledge_all(q, api_key):\n",
+    "  service_url = 'https://kgsearch.googleapis.com/v1/entities:search'\n",
+    "  params = {\n",
+    "      'query': q,\n",
+    "      'limit': 5,\n",
+    "      'indent': True,\n",
+    "      'key': api_key,\n",
+    "      }\n",
+    "  url = service_url + '?' + urllib.parse.urlencode(params)  # TODO: use requests\n",
+    "  response = json.loads(urllib.request.urlopen(url).read())\n",
+    "  return response"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "response = get_knowledge_all(\"Asmaa al-Assad\", api_key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 93,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pprint import pprint"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 100,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "241.345016\n"
+     ]
+    }
+   ],
+   "source": [
+    "pprint(response['itemListElement'][0]['resultScore'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/lfw/lfw_names.ipynb b/megapixels/notebooks/datasets/lfw/lfw_names.ipynb
new file mode 100644
index 00000000..37a1bd8f
--- /dev/null
+++ b/megapixels/notebooks/datasets/lfw/lfw_names.ipynb
@@ -0,0 +1,226 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# LFW Names\n",
+    "\n",
+    "- add gender and format names"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.utils import file_utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_nas/'\n",
+    "dir_dataset = join(DATA_STORE, 'datasets/people/lfw')\n",
+    "fp_names = join(dir_dataset, 'lfw_names.csv')\n",
+    "fp_male = join(dir_dataset, 'male_names.txt')\n",
+    "fp_female = join(dir_dataset, 'female_names.txt')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Alfred Ford', 'Craig Fitzgibbon']\n",
+      "['Claudia Coslovich', 'Allison Searing']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# load names\n",
+    "df_names = pd.read_csv(fp_names)\n",
+    "names = df_names.to_dict('index')\n",
+    "# load gender\n",
+    "names_male = file_utils.load_text(fp_male)\n",
+    "names_female = file_utils.load_text(fp_female)\n",
+    "# convert filenames to csv names\n",
+    "names_male = [t.replace('_',' ')[:-9] for t in names_male]\n",
+    "names_female = [t.replace('_',' ')[:-9] for t in names_female]\n",
+    "# check names\n",
+    "print(names_male[:2])\n",
+    "print(names_female[:2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'name': 'AJ Cook', 'images': 1}\n"
+     ]
+    }
+   ],
+   "source": [
+    "for idx, n in names.items():\n",
+    "  print(n)\n",
+    "  break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# add gender to name item dict\n",
+    "for idx, item in names.items():\n",
+    "  name = item['name']\n",
+    "  if name in names_male:\n",
+    "    g = 'm'\n",
+    "  elif name in names_female:\n",
+    "    g = 'f'\n",
+    "  elif name == 'Tara Kirk':\n",
+    "    g = 'f'  # unlabeled item\n",
+    "  else:\n",
+    "    g = 'x'\n",
+    "  names[idx]['gender'] = g"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'name': 'AJ Cook', 'images': 1, 'gender': 'f'}\n"
+     ]
+    }
+   ],
+   "source": [
+    "names_list = list(names.values())\n",
+    "for n in names_list:\n",
+    "  print(n)\n",
+    "  break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# save to csv\n",
+    "fp_gendered = join(dir_dataset, 'lfw_names_gendered.csv')\n",
+    "df_names_gendered = pd.DataFrame.from_dict(list(names.values()))  # ignore the indices\n",
+    "df_names_gendered.to_csv(fp_gendered, index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#%cat $fp_names_gendered | head -n2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[]\n",
+      "4277 1472 5749 None\n"
+     ]
+    }
+   ],
+   "source": [
+    "f = [x for k, x in names.items() if x['gender'] == 'f']\n",
+    "m = [x for k, x in names.items() if x['gender'] == 'm']\n",
+    "x = [x for k, x in names.items() if x['gender'] not in ['f','m']]\n",
+    "print(len(m), len(f), len(f) + len(m), print(x))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5749\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(len(names))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/lfw/lfw_plot.ipynb b/megapixels/notebooks/datasets/lfw/lfw_plot.ipynb
new file mode 100644
index 00000000..9d32fc41
--- /dev/null
+++ b/megapixels/notebooks/datasets/lfw/lfw_plot.ipynb
@@ -0,0 +1,359 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# LFW\n",
+    "\n",
+    "- create montages of images with more/less images"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 127,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "from collections import Counter\n",
+    "from operator import itemgetter\n",
+    "import random\n",
+    "\n",
+    "import cv2 as cv\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "from PIL import Image, ImageDraw\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import scipy.io\n",
+    "from pathlib import Path\n",
+    "from sklearn import preprocessing\n",
+    "from tqdm import tqdm_notebook as tqdm\n",
+    "import imutils\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.settings import app_cfg as cfg\n",
+    "from app.utils import file_utils\n",
+    "from app.models.bbox import BBox"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_hdd/'\n",
+    "dir_dataset = join(DATA_STORE, 'apps/megapixels/datasets/lfw')\n",
+    "dir_images = join(dir_dataset, 'images')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 248,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5750 people\n"
+     ]
+    }
+   ],
+   "source": [
+    "# get all image directories as names\n",
+    "dirs_im = glob(join(dir_images,'*'))\n",
+    "random.shuffle(dirs_im)\n",
+    "print('{} people'.format(len(dirs_im)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 249,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "664547c95ed64762a469c60fdef63d5b",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=5750), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# load the first image for every person\n",
+    "people = []\n",
+    "for dir_im in tqdm(dirs_im):\n",
+    "  fp_ims = glob(join(dir_im, '*.jpg'))\n",
+    "  n_ims = len(fp_ims)\n",
+    "  if not n_ims > 0:\n",
+    "    continue\n",
+    "  fp_im = fp_ims[0]\n",
+    "  fpp_im = Path(fp_im)\n",
+    "  name = ' '.join(fpp_im.stem.split('_')[:-1])\n",
+    "  people.append({'name': name, 'fp':fp_im, 'count': n_ims})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 250,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Most: George W Bush (530), least: Jamie Lee Curtis (1)\n",
+      "Counter({1: 4069, 2: 779, 3: 291, 4: 187, 5: 112, 6: 55, 7: 39, 8: 33, 9: 26, 11: 16, 10: 15, 15: 11, 13: 11, 14: 10, 12: 10, 17: 8, 19: 7, 22: 5, 20: 5, 18: 5, 21: 4, 33: 3, 32: 3, 24: 3, 23: 3, 16: 3, 52: 2, 42: 2, 41: 2, 39: 2, 31: 2, 30: 2, 29: 2, 28: 2, 26: 2, 530: 1, 236: 1, 144: 1, 121: 1, 109: 1, 77: 1, 71: 1, 60: 1, 55: 1, 53: 1, 49: 1, 48: 1, 44: 1, 37: 1, 36: 1, 35: 1, 27: 1, 25: 1})\n"
+     ]
+    }
+   ],
+   "source": [
+    "# sort, in reverse to get the most frequent first\n",
+    "people_sorted = sorted(people, key=itemgetter('count'), reverse=True)\n",
+    "# count frequency\n",
+    "counts = [x['count'] for x in people_sorted]\n",
+    "counts = Counter(counts)\n",
+    "print('Most: {} ({}), least: {} ({})'.format(people_sorted[0]['name'], people_sorted[0]['count'], \n",
+    "                                             people_sorted[-1]['name'], people_sorted[-1]['count']))\n",
+    "print(counts)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 259,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "George W Bush 530\n",
+      "Colin Powell 236\n",
+      "Tony Blair 144\n",
+      "Donald Rumsfeld 121\n",
+      "Gerhard Schroeder 109\n"
+     ]
+    }
+   ],
+   "source": [
+    "for p in people_sorted[:5]:\n",
+    "  print(p['name'], p['count'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 251,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e53a2c9041894f11b4ea769738915ab1",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=5749), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# load images\n",
+    "for person in tqdm(people):\n",
+    "  person['im'] = cv.imread(person['fp'])\n",
+    "# make a montage of everyone in descending order\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 252,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ims = [x['im'] for x in people_sorted]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 253,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "w,h = (128,128)\n",
+    "cols,rows = (115,50)\n",
+    "n_ims = cols * rows\n",
+    "montages = imutils.build_montages(ims[:n_ims], (w//2,h//2), (cols, rows))\n",
+    "montage = montages[0]\n",
+    "montage_rgb = cv.cvtColor(montage, cv.COLOR_BGR2RGB)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 254,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f3e1b7c9668>"
+      ]
+     },
+     "execution_count": 254,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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ssZDLqWljhcbGntZ1OrBh6CCa1OpPSZYeWcIrMkw2RHk4cWLeJNrU8MaElMt/TqRdkxgGRlfjzOyJlBb/pnurrrTwcsBkNDAmNpYtf58gy2DLnI51iAv0Ircil39Gj2FJ91a4uznx9cJO8koNaO10/N23IaUVRgRSXHLMeDg6Y2ut5ceTW8iVNphkFZz/cwyTerfh+YX1XNy8kKP7VvHzcRoNtQ4U/v7MnDE9+HdTN2oEObF/2zTGjW1CiUGBZWEkiW+c0djYMq9TEyKt9Hx+XciWGaM5OrEXGqmMF0eWUfLpA0kqDRNiGqN4fRFTeQUbB/ZCppDj6exIvUAHXvsFc+nlT/rXrE6PkRMJtUzl0PxRAFQ+/8n+mb2QSCS82nGS3H/uoSxXEmjvRN6nt5yY/JnJdT7w7vJ2qjVxI/f1YxycXTh37l92T+mDk60NwYHB3Pt3D/uXT6dVu8ZcWzmd0AA7zMYiElJdkEgkWJq/4pObhhHBmaUjefv3dNq6myl6eZy9s+ci69ACR/I4tHAoEomEaBd7utRtiLnSSGyAK3m5Ofg3ro3z24t4f9+G0kKCw4PdpOyfzZfbu9g9uhsV+lzWr1uNg7GCUQu3EKDTsH1md4YH2OFsZU+7JsNRWKjYMbU/k9tFILNU02HubfYO7kO3+TfQ64sw5hXx56jetGjdkOhW1UECUoWRuIHtMFUa0ReVEGojcPfy5+9Z45jdswsdO7dg3sCJhIQE8z3+B3/P/pMtE/rTu30EjetF46qQ07dLK8KqxXHl+iWMhkrublxAZaUBF5kFkaENGNIoBpO5gvVdOvPlxUdk9pFs7d+OsAYDidbZk/bkOaI8lSMT+yOVGJBIJDSykLC7VwuGdQlkbr+uZJRWEiQ3M7VJCF/ePyU0IprRQ1ripjQAsHtIexo1rotCoWDTyB6MHD0BIbXkytQJpOcUkJeSydiOrUhNSeHU6xpcObYF1+B6NAn05MqmZdw/cYwZQd/p5XqOQqOcvpHRGIwK1u/fz4zmjWnbsRXzb97D0gLuJGbj66JlcJgH27dvZseHswxtFMXw6umYhZw7i8eitlcTEypjUKvWWFrK2D58LvVcrRkycBh29g6M6NQcO3sNh2eOo1tkKCWpKRy+Fk+3unUAuHpmDw2b/d/52FoxZGfl4CCVcGzXbJQWKr7kB1L86Ak/E8tQCMHIZo2RCQgO8GRi+zgiawcQ18ydJkFRyF2ckJukzK4XicW1I1y5/YRNfbsAkJGSyurZC4mJ8Sc7LZuVo0fQqllHXE2pqLMvYTDDkLhmSCRgp1Lh6efJZZWaZi3qEGKrpWFcKwBWzZ3OzNX7eLZoKNvahfP9e85/HlkhxH98eKhVIu3hLjE9wFu4B7cW+RUGofOMEbWjA8SSc9dF3xhHkVNUIO5snClsreyEZ4CHcA/wEX5h/iIkuLp48+SB0KpVIigkQmjVdiLIx0V0CfUT356cEeelCrFUgdjp7ye8na1EWtInERgUJWYvWC6aV3MRs+csECaTSRyeNVsEVQsSbRvVE9v7NhH1w2uImKhGoiAnV3h4hQhfX3/Rs0NHUSs8Wnj4hwo/Px/h5FZNTFu5T8iUTkJdvbfw8gkWxtc3RLNQd+GpkIlgN3vRebyjqNWsvvCIbSJ83L1FNQ9n4eHiKpwdfcTTpy+FTusqrCRSceHaYyGTI3y8A4RIeyycnD3Ej0UNxdY+YWJinKt4HR0udro5iBY9hotiIUSREKJCCNEoNlx8uTFb/Pr1U2we31F0r15PzNt6VzgFNxY2bv5i/cY1wtnZVXh6+ot6EeEiNqKmaB1TQ0RVQ1SLrCfkapX4a15P8feibsLe3kaorTWiY4C/cHBwECskcnFIqRD/yjRCbWsvbGt0EdbW1mLR2K7i3au7QgghwkJDxI7x3cTus9vEU3Vr0UtpLeRezmLbgbtCKrcWBR/6iKkju4nO/fsJe3sPofMJFN5BtYSTSzURFlZXePvWFItWzRVqB2/h6B0stFqtKCopFFqtnQgM8BWOblpx+Z+9wt3BS/TpPVjYWOuEzlYjjBUlQmerET3j6oiyklIxuENLAYiE5CQBCCsLpbDWaMWPpF+iWq1+YtCoYaKGT6hw9w4Rzh4+IrB2M9G9aV0R07K7ODO7p4h2shdp6UkiICRGhNVuKELDY4VaiejbLEB0iA4Sju52wt3TRcyZP0OoNTbi3Indws3dUzSOCxcKa5no1reDsLSyE9YuPiIytqEIDAwRkSEhQg6iXr1mYuyEacLDxU6E1qov3j7dK948uyE8qtURLl4hYtPGBeLc3nXCwUkt3APrithoTzGre00xf1gzsbBHTRFupxQypYWwUqtEUEht4eftJlrGhYnSsnwhQSEUCqVwd/MWri6ewlHnJW6sGi58tRpxdf02ERkeJfp1bSO09nYiNjhQiDcPRWlxiUCK0GgtRWS4r+gYHSG+fk8SNUNGCNPaDeLEmUfi7ph5ouWwPmLpmPaid0NbMX3uZPHHivUisk64OH35ljA/Py1qRNYSlo4asX/OYKHRyYRMphCOzk7C2kYrakQ3Fm16jBBBoVGiUfM4ERERJBrWdhT7prYSvef9LQL9vYR/gI/w93IRpRVGUZT0QKR8uyNudG4tPrz+KFQypdAGhIhRXeuLcr1BzFg7Wvg6yUT/NnXEzeunRWFusgirUUfERceIot/Pha3WSdx+myWa1g8Q/r5WIjhmoahZb5J4fGqnWDeolRgT6SYK41+K5s2bi5atOglAtGjTXuhcnQQgrsbUFTb2jsLf21Nk3Ngqts8ZIHxrNxJ5+goRUCdOSJQW4sqRhUKtUYqlS2aK0yf2icG9O4jwtnOFjVwrGg5YLzacOSEOThskNGqN0P+7SZydMUmo1ZbCyydMZJcYRLOmPUREeEOhN5hEVO0m4vnaQeKaNlAA4vODs+LynavCwS1QbNywRdhpNSL500vhZKEUtbx8RG1PqZg6rK4IcFeIG8uGi0u34kWL5q0E8PI/aex/NSFb+gZy7tAhYs88J0DYY6dUYVcEDvUXcnjaEFKt+9O6WVumbzvK+UvXeHP/NNUczYSVSlgx1Zv093ep1XESjmENeXJrI9cevsFabmLusFG88gwmq18znLc7Ymh9gr3bV6LvdIp3r39QK8SF12/TiIgM5XNxEktWLUdlUcq2Wy/Iy/tCVFQ1olo2ZU7ncDKzftMg1I5PP9/h6iChWoADDev4MLKlB9ePzqMi/hxqaR6hnXuQarJG2dmJUcun8vO+juuz+qEuTKU49TerJ49h26LRnJpXxIIZg9n37x5MUhjVuiGfd82nfePq9B47mw0rGnI97wd/nv/G+NVHuFHNl/n5enx9Yri3YSxz2tSge2QAaxavIcMQxe6d2zj9I5PQ7qF0snvL3mmuiJLf1Pl4mNp+Gla3tGf7jsVc27iMFZuWENV8GM75yUwcP4Y/tt3gz70vCInbib7UTNfBjSnKLabpvTROu4bye+NZYus1ZdFgC+o3bM/6fReYPHgIaqWcdGMyp77/ZN6ccayIzSO1pivG5EzKCz6yYekMvj4NYd+pR2ht/Tj+zw4GRtngqTGhUNgR7lGAwSAn5cFlop3M9K9nz7hRw2kQ6EPtWuEEFP1CVVLJ/lnD6dJ3JinfrjFg8CJ0Ljr27VyIi6cLdz4/4/iygQxrUo0pk6bj71UDgDljO+OsUuJvXxMbWy3bF52me/vGnDx1kmHtGhOgyKVQX8HVU0dpt/ggnnVi0KhVHDu3l/KCVDZtX0LCwu1cfZZJUmoBsSEOhLlqeHbrHzq0aIgyN5nkpC80a9uVlJQKakXEUD3Sj60rW6IvyyEhNRdvlxKk1p48eWLiy63bjF90gL8m2LByxQZ2XCxh09w4jm3ry6zZq2nbbww1A2qQ8u0JsmIzepOaTYce0aZWOBJLNTfO7mPe6EEsmzeY7VN6suf4cXaO6cmHF3c4/OcY1k5rg43OjKVjBX9cfkHtdh2YsXUNgTWjGTGiMQ7WJoICfLCs35g3z78QGxPJqbnDSUsu4vHnD7ze3pfxzQvJHjwSj9IbOI9ry4dzV8HBn6vv4OWhnWS8uIg65RsXb58jeNBMghpE8/71G+xtbNi/+1+6tGjFjqVD6FajFqryN6S9OsTzR2fpEe1F/WAX9s1szdU7X8k+OpM+naIoLy2nEjNRLcZhxopeQw9yRFHJqBGdGNItkluT6iD0ZUzoU4cGXtHYW2vx6PY3h9bsIjyyHnXdrFizdjbWCR8I0Ffw7uE06jerx5Jte1CLC2T9PEGv6YtI0Dpyu0yKbUAU08aPY8rkYVxcNZUxzT0YNWIko+vAyrJs7Mwl/Ez+zZjZe6lTN4bjm9fh4WDLkQ1bCIxsSXyKFPfQpmxbv41nTxK4d+U29TL+wcZKwZ194zl/+xVLLtzh17sDPP1WyT+PbzCsvAIXczJ/D4jk9p1TfPwST3baNx4+u0nvHZeY5mHk4vk9/HhwktPbF/Lx52sWzp1D/agIqkfGMLxRMB/Tk8hUO9F32Bje/cjksrk2r+8tIzU7+z9u7H8V5PKCPCq1EVxdPhMLtYJ144ai1TkhJCZur5mLjS6ESJmevVN6sHJ6L5ZPmsn8Ud1pMaErWidXPj17jB4jGlMxzy6fxWQyUVghePK9AM/l07DPzkEh+ROdtZa8B3dpKr+IwSgn3NUPqaGE3Ow8HIQKSwsrSm1r0zkqgFpuQSyYNpZmLlaMnDgJS6UVnhZ2yOVyZg6cQUudiQkjJrFi4UqGT96ERCKhY0x1No7qR2ZJMhN9+xJXYiA7Owc7tZqf8UkIqYTGDepSWFTB6YJR+JjLuPzgAZZSCTev7CJ06GqaNK6NU7GZ+q0WExo8kqWdW5BXkEVBbhpzmlbn/asXvLr1hGYxLXmRKOfY6jncWbWQYmM0yVll5L9LJfHLZzCHsnZBTzqez+DCrr1klFrjE1idO1fvULN2LFoHBzYO7YiQKLBSSFnQvTWf7o8EIMjdFzMKMkuLmTWuF1Fh4eh0DgRUuiJXqjCZzCzu0hGpVIqpULCwVQMKMpR8jK+kT2C1/7upT67i/OU1q/ds5/7muVhkv2DcjFWEWbmSZ7bHTufJmD5dsNF6oFRYMKp1aywsFFy8fobO9cOxs7ZEUi2Oa1tWU1YJwmwiuLKExMQkhgzpj01JLmPHjcRoluMicabc05URXRVsmzQUgPr+nnTpEQUyaBlUBpYV+Ps4kHhtL7W6TeXAqfMsHT2YildXAZg7qBPTRg7krw3LOL9nHU+3L8fG2oHGIU5o1JYEuXgztvMQbOx1/P6dxKdHr1g0YRRyJDw/vBAhBBM6+1OjQomDmwsWlgFEOTsgs/Lk8rahFMW/QaOxRC1vgLxSYDQJft19hjRbgdxCRkVaBru2LKYs5T2renVh4+47SGUy/IKisLDzRCqTYp+TgrW1NYPXnOD8jGlkWDhy9+wBguwdWLj7Or29NNyc3hVroUIiVdIwqgZanYKy3GTmDu3Ahadv2TOiFrlpiYyYPhpdSgpKlQYUclx19VB1ms/oPg1ISEhn+uTx9G4WjjIpnr9G96JFRHXyvrziY6YZo74cByslg5o3YGXfsSTlGTi/cgPCVEF5hhKJSjCxa39WTh6KFAU3Xv6mlo01BaVlKJ2dWDJ9Luv236B7jB/hLQIIdDGiSvyF0d5Aeko87RvFkFYaypj1JylOTeLTt3hsNA48ObueMF0et79nEhdRm7eff3P/yTtSEnNQ1Yogv8yIo0yHUWIk/uM3xjULRV+m5/6dFywbNACAjF9neb1rMf5xvuR8TSCn6DdFpSo6xtSkYUQNENCzdTinjlzAWiPl7opZ3M6wZFATHcaUZNw0amzyTeT8fohOL6HCKBjVMBoop/j2SYbGeFC3yXDezJmLXfYXXgU54lxRSpz0/769tQlz5s7sGTQe2pIVi6awZ1wv1q09gExlQbTOA4VCweaRnXn89BVKGQS5u1NNJQUJ7BuzHCkSeH6Tb/ef42Kv+o8b+19te1MZ9TgoC7hy9zPl5SUU5jjwPScNt/v52Cy+SeKfTVmydSflFWaGdihlzOZTBIfomLbiMmFBfjTvFE5RTgpfL71g6uR9FOVmMG33Hpxd/TlfloNA0SQiAAAgAElEQVR5QTnm7J90ssnFYdwFrL+dI7fkByuuZ+PrZoWPqytqqRp7BydSPr/mwN2zfDiwA3ufMKJCfbnwpgSDWcmjL8mMGbOBsz+yMFrUol+NSO68T6O0qBCphYoPehui6w3gdsM+lBlS0Tn7srFWa/KLH/O4qJTJDduz5aOSw5v+wSMsBKPClbTTl9kwrisHb33FIzCAGk26ElSnNXb2ttRZuAWJVI707lse3LzGl00z+HHiPLF5eYx8+g6JxJc2Tfoy7VMBjZAxaeoslu1K4PnD2wzvYMPXD18xCT0hQ0ejzy9ia0xbIrrMZWJQFBVWdTmoL6Wo4CcRQZG4d+6K1/VXFNkU89noRkCQPzdPnWXjho78/viYBw8u8eZMCmU6PybNmMZNr+nY2p8jsFFDLJ0dkcttKDeYWXo3GYCdb34hwUiYnZySsgIem2J5dKg5G9au48mJJdj4BYCAtik3uLZ9BO5mF869/klmqYFeRzbRrEk7pAoNcTPXUJAtY0zaJsJa1iHOuYA3OTISTS4Y4t/Sv3E4ORF18Q8MpUOnTsz5czkANg5axk+ZyZp1tmw9/AB7b0fSr13HJy4O68RX6FoMJnj6X7g6e9Bt4Bca2un5+fUDr5Mq2bh8J2E9DOjzrdi5dw2hDUfw7cZrmtZvxJ27H3Dz9mXt1QecXbqIb+51ePjPXCKHrkP65ikp375hSkjk0cXrRNSJIXDdUtqNnYpEYodx1Uw26/UYyvRMH2xH4+EHsbCwoE+dI6zav43PXzJ5evcqbk4uyM7UQaWwYPaGvzlz9w43z+6g3ErN9/tPkMhVZNVujqUwsWXPEUa93YbYdIxu7Zowet9tviSk0KZ6JLLKMrIe3aT/6XI8SnJIycihtKCEnPwC6sXURavVUlFcyIUnz3mQ40NH9wT+TMnhy9kn/E7+yZC/dlFYUkyxwcCxEycoySxDbiFj5YKN3HxwDyf/6pz8PI0t1y7wp38A/QcvoOOQCNxj2qAxPMazfB7ShJ3kF/fDX6dh6tZcunxMY6fmKYsXz6egQsnLnXtp38iAokEXAnbuRmU2k3r9JbalJVQ6aFixaC4P79ykICOZ12mfefC9mKN+NThx/xltNDqqNR7BBbklDp4/6P7IiuCTq7nXbgR2jvbsupeEFCuSf5UwbOUeAGpH1qN7//lUSu2oe2UB1acM57Q1/HXxEYOaRCKRSNB5RrFsyR6yfv5A1ag9k3VqvCdcZeqsKUwOKGHm7Uss2Xeddp2nUJpxhqD2dViyejwquRxXTx0TBjZEtuwmjZecoWfiTYasO4TTgnP4XY3lcWIC77PS6dC1Dc93HuDfoFjevH/MiG+v2LdvL6GeAaSnJHH17VdOP0tiytV4jGj59uAjegsNZ9495XtBIv07tmb6pkP/cWP/q10WWpVCPNo+nWN79zPj2AdyUn+h9Q7g1f1TuBcUkahR0H/ifM5M6kXrlfux1NUkSlfI43RHru+bzrcXN9l16RVrY52ZejWJ+LQCPn96w5X9C+jadArDJ0SRlmjFh+hFHO5nRZ+FV1g0sz15hXloVy1go2UoOwe78lro2LTjCu1Dsrj5K4DRwzaj/DmLwqBDDB/mybGNoxk1dw+W+jTeb5hP3Ukr0BelUqdjD8yWOtzV5ahrz0Z9fwGH07MY6GyNyrYhURF6Lrz8xfmnnxFZv5A4+TK4YSyOjUMItK7Lsk1LWdqpFQ3GT2TpvVzsr87Got9Obi1pw+KxQ3jz4THymt3Yd/A4NerGMLhdA3JvnSX+xz2KdE1ZsuIPurQbSXZhPIGhtdi0egw1QpphIZHwu9TEx6QiTv09nGMX3pCTkoS3r4Z0q4k8GmWk3vTDNAox0zAgmIdvn3P5q5HdK5fSb85i1AobtB5upKek0EAi4+r7ffjHDufQsX+weXiUB5VR3LKtJPr9JXIzMrn6M4XmnduxZ9cJNg2py4YbheSKpoyI/cirr6mc3LKPes3qcO7eU1y9/VkzrD/1Rg5Cp3IhtkEMwiwY064NZkkFnjpb/v73Ova2Njz+8ZthHRphLzPwu9CA0aqC7iNmcPCvNVRvUB+3jHTChi1ifLdYPG3tqTCWUSps2Lt2Lk27j6F7x3pk5JcwpXMXMnO/8/eek7w3WFJRXIqDtZxxk4ZgKVOQU5DPm+s/KDUVkZqejY2vE/rsYqxd7Dmx/wCVnx5iDmhA3Oa1tL10ibNt2zMs8TM13VwZdPwq3Xp35sf7x+xfM5+tR+7zybI+97ZMomOIErXClg8OrbAufEdxQTZWnlb8Obgb+w6co3aslMiGk3j7ZBdb1rzm+tE91Oo8jBkzemPIFzz8cBeLb8WsHh3Koj2/Gds3BufGvRgxZw56Yc/2ie34pXClZmUWVuYMdMFxSGs1Iz39FwP6LyFE8ZUe3XvQefpq6sf24fXba3y76cuSZUps/FPo1G4Rx3ftY9Oxa7RYOoeueemcefedLSde0qNRDeLmzMdq50LWr1rK1LXrya6oYO/8mdg07s+lS1upeHIPWXQ91i3fyZJJw+m/v4g3C15z50wJ0bEJBPSv5MzKXmy+KcHG/JRhk2fiaOdAyoWTpJqNJJWr+XRqF40nzeTZmWv4163NtqM3yEn4wPbFI+g4cCQunhEUvPjIk9cP2PUoHk3hC1IkwTy5cox9awYydNY+Pn18w5QpUxk6dAjTho7i0/1TxLTuTXx6LoGu9nyuZqSHIoRmfQZRuH4ir+0qCQnwJd/Ol8GtenLz2WNWH7xCDbmU0IZtmDpxBMtWbeHq4wc4KSxo2Lw5q8eOwRQWQQc3a66kltCzZ2fa1o/m1c/3OOiSqG7bm9kbp9M2yIdjny1p75/Hi0xLAr3ckTjZ0MeigF/5Rg5EruFsu0K8agRx98gqQmLqcmXfJeZvv461Roow6/iS8pNB3Tvi5abmxLNsbk2PpcX6JxzYPJHJQyax4+BmYmI7/v9/l0VxpSD+STz5BktkCilpTw9TapQxZtpscn9+xWgwolBIyKmUYWOlxhJLlKIYqQwuH9gE6alkpGeTqrajpKwSg6GAW0uGkv4rAZPJxOJ2EWzZtJvK+wvIfHibcoUrX6/sIv/2HprauqEof4/Z1p1Zc9ZgMkto1qAZX9484K9tA6jt3xzr772QKqR4K22RSmTs3jCVj+n5TJ2whoVLljCnfztKclPp1bExBxe3ZfmpKxwd3pVh89dy9vNjiiotuZeQCsD7bz8AKa7RTekS3prXO9czomkUxnI9Ln7VSC82Ul+r4nFCIVun1iJAacmRS/GMGTKMxs5lYCxHIlOhkVvx6E0mxlIDuRkpfEtKpk/TCIJsS9DYBVBolBPo44IArm+fz81LH7HWCPYtncKvXxVIpVJKdR6UGArJ+51OpUFDRO1ADgwKQlZWjs5ag1RqYEfPYRxd2JWPCgl3N+3BzkogQ0JqRgWNO4YhO7Qab62Gyw9e0KtHW9yMUDsqDHujJVKFBRIrHYNjm/Dsqx2nD2+md70w7q2eya/vL4hxskVl0JPx6ysTmtTlwrlTPP6RRXU7V8qLSpk5cTTn5w0DoFUdXwY0jcPPVYXUQolVYSF9O/ckROaBHYKSkjL6N6jB2GF98HT0ZHav1iTcuoKxEtq0b0Okhxfy519w1phwc/PEQiLo4G5DiV6GpeEDiqw0cgoKMGl96F0nmtr1upGeks3g1t7kFxRSs3Ydzl67w/ZziaSduUVst1YoZNCvQWsq0GCslDK4lg8Le3ZHqZAR5+eC0tYOgMnTR5BfYkIqt2ROt8a0aDeFiqJyflfqiHOxoX2vbSgzMunQayXNY0ORFhYxsHldnp57gCmjEIdeNxnXUs7eewr0Rj26vqvYuXMrPhX5JCUnsuefi0hlgq/Z2ZTJbRmw8R/2LhpP9tvnSBCUSGUk5+QAEmb3r0GMpxS9QY7WwpL+fZYR23wQXaIiGNElnMTTV0jPTONTRip/LpzG8rFjcRJKLiXk8PzRS7pFRpOhV7Fm/WZkMhn2jtV4+SwJJ9cQUrU9yfr6CalZ8KHjD1p368DBednY65yxV6ooLExnRItmfDmxE5AgK6kgunUUCksreraLpbxMxT/vfpDx8yfFeZkAZKamsGnzFoREyoK5M+g3YyJJH24yrmELEt/dQSqDdatPYzaDpZWC7OwszGaB2Wzm24MbCAmMGtqOHnG1mD9xASO6t6e8XI8yArIrpThI/fFz1FAUn0v572w8lHIW9u7C3oOn2L7hL5ZNH41e48jrxGRczBVUFpkA2N8rFiRQr1oApox8jp14SFmZGlulNyaTDRKlghX9o7FQKZBaKBkU7YWpoJjo2TupWS8SRZme7Fe3UVpokSmlfDp7h3pRNVDIpZxpXw2TsYRl04fjKTeTmZyNUmXDm3sPUMg1FBfmMahTJ5QKxX/c2P9qQg4LDRPbF3Sk85g9jGxXk6UHLrNiUlc2HX2EvqISlVLBhr3r2L6ziBc3ZrHl+HWGd2pIucTMqintUdpLuHmtHLNEoLJQUXfAWhzTb7B073U+HV/O922DwdmZIr0nXuOX073bVD68PsDCfs2YtusaKYlJ1G8Qx4o1m3E0FnPq72nIdd5EhoaiL1JS3S+bxhPP8WH/PEJ6zcTT3RONlS0hod5kZRj4Gv8SBwc3WtdyYfuFuwzs0o4cfSGiSM+Hr4XUd3HmSVYOeksJaalJOGsdadU0liuXLlI/rhHPn37m4IknjBzQmoLjvXh75QUeC44REODHmQnd6LLpX+48vc3hWb2Y+fdXhg1tjTIpgyIXO5xsXajXoDor5m7hr5MnkCvkNKthSY2Itggz/C7I5+y66TyWRpIY/556YR6UFRaxe/sRRGU6lvbu7D2wHzd3HcXvH5J/dR3SQSeJja3L3DFR9K8/nDZzZiI3WRFZuzaRvoKdB99w7uJuenYdz4CWrty+eoupE3ryPLECjUxw/HUCz28/QZj1+PoG8vr1K/r06cvC/m3RZ2diobGi0LWYW69csdRouX92Bf3CQjmd+IPCHBWNOnbg2onTvPpnCeqogUjkFTjZanm6aQr1p6zHNySIdy+fMnLwQHoOHU/h48t4tujNm6ML+Pw1nn2PU3l1YhW+TaagNueRlp/Dt99JVHfUIcqy+XR1DXUnX+WvVl6YzRLabV7B9vD+/CWv4NflY1w6epJNNz7yMz0FB5092XlZeJTlc/71D8JCgzh3aAPv925l0OFn7N62l7CYuvTq0pToJp1JyzdgZ2+HnTSZUB8H1m09RnSoC1ePnKRaq34IsxTfkGCkpYk4eISQ/juRg/vX88+hJ1D+gBHjFuOcnUS2vT9HVvViZ14PHH0jkD2ew6+UDHyqh3Ps75M4uNgyedRgnr78xPOH13j//i0tu4ygfa/OmCqNvLx/lupezth7+jBi2Dj6DxpNWnISdWqEkp6dyfSVf2OQ6ejVLphWtcJQq9RU6Iu49TqRhJQMCp81IFm3B39XRz69/8gfs6fj6ailXMgJDQzDaDTioNPx6tULOrZuzfEzJxg9YRqSL2/ouXQjP3vVI2ZMBYX3A2lw8yvfv32nWmA1cg0qdm5ax8LJI4mM68GL+ydIyywg9XcCgYFBlKm9CLfO5X2BjtKMT/h6eaBSqvj87hObJo3GLTOH8S+fUN3PhFCGEeIaitLakrRcGSVFb0lJSaW0tASNrR9yCeQnf+DI7RuopILM0nIy0zRotVquLfHlUmEE1dvNQNxZj1RIMZkM5GUks31KD0aefoK2yIIhXSMJ7RxCx/Y7kVnIuLJsCqZ3p2i07hm1gt0IbdyVew+fI5NVIC0pYs342ST+es/MY/f5+OEuwRENcTR8JyrIndoNwpmz4iBvvvygdmggDer0J/7rYwoNJUyOc+X4+3IMpVk4OziQkJrG58LL5DzO4Xp6PGumHuTI2LpUCwtn5O5LjGzVFvvqrtRr0vM/mpBlixYt+o+DvGjKpEXrhk9l5d4DpOfmE1N+k/yP33hdZMPUQb2YNn8c44dM5eiUOOTZb5i5bD0Xpnem14gJSAqN6ExuHLxyhRd37zNp+lTcCo/QsUUTErJvsmDdcpq2akPfzbf57eRNiDyTty8u0r5Xaw7u+wf328f5orFiXJQtuT+SeHfzAPP/WMT586e5+uQzWxcPYsddA1r7N0yZe5ITf60gJNKf1b3q0KhrW7J/vuT1k9v0GzEBbWU+6+dP4v4XHWf+msKu/XfoFidnS28/9BZFzFrUl3cXVzF+9ihyPmVw8sRu/JWVuPraEyGJ50lyAgOX7CPV8BsHzwYkfLxMSsZXNFo7plw8RaarE3GH16EYOoxYB8HSvec4d+4SwVZ6SjSeXDy4nusXTvH5yimG9YghMT6BK6cX8+Lhc4yFCWxeu44PZ0/gtu4Q/XaMIqJmA95nlXFw9z4a2VeydN1ekqyb416cyfnbN9Ep3BnU1JvKf24R19SWtl4GLvx9hfdADwcFh399xUdVgp1ExcbDj3DzD+DB41e8ePGRss/Pubx1KdUcbCnP/E2nlk3oNHEBLZpHEJ+ZwV97LjEk1MTu4yc4fvs7rTs3xG/JPXZmZ7N1VEOuvUil89zFeH45g1Su5unn7yyYM45Ns6dw8Ikbu6bVZ991HfmPh5OQkk9cl4FMHjqWS++yyM8rRmmpRm1jy4cfCRw9fJRTR/ZSPbIeD04d5eHPEmwl+fQcNIaTT67RrV4/giMqyS53Jqx1G8x5WfSZMol24Rpe3H7L8V3T8f+Sg2ughMj339mdsZaU5F0c23cGW1sjeR+u0r7vOEy/zuOmzkZm+w0vrQsnj11nwoR2SA1G5i5fw/TZi+jgnIUwZPIiswhvuYR+XeJw37GJmUfOk/30M3ExnizYtYk7+5ZytagONZSZ9G5Tk7jWTVg+pTvXHq/j+xsZv+5voG2/EdSMqYXF9x98KitFkfocU0YS/168zqI2bWnfqQVv0zP484+V7F07ldQ0AzrrUiRSGXv37CLWvYCOXYfi0uEvvEsekxu2iKNrBxJhZWDu5h+Ysz+Q9PwSgVG16dWxBR19KmnUtS+PL66herAtFF6nZqtNtHTKpNy1AU/P7KPU3pkdq/eiC1cT3n0BukHL2L1qNteObaXYqKY0L4VRjYMYvXAa2sIXdOzemWP/3mbLho0Uletp5KFmzNwZ/Hp0javfPjC5ZR1UNoKhAzrSvVF1Bp7P5fSBVTQNciW8VivM8mI6hNhT3SaRBetn4ZJVgdKrFmkZbzDnJWAbUJf8V4dYsXQth4+ewTH/Nh+eXMQp3si9xDS+3TmBS0BdDm0ZjZevB+v2XKBNtQA+FHpjKUmne7AVI2YcpUu7aGKCHcl58YHKOq2Y37cVHUYPw2wGx7wE+vVrzT9nTmLOecuy3EAa6L6S8v4FpvIE1swdz4/Pb3j66CXtGvhy6Vk2DVwcsAjQcv3f46TlJzN2zV94ewexbNMWdu1biaRcToRfXT6/ek/mtx9MGBTD2nPPCbc4RLzHcNrWDWTonBVk/E5NX7Ro0a7/V2P/u1cWZkFmwi80ai2mwjzSX/+i3MuTXg3CeP34JUjMTBzQj/ycfExmBdvP3uTk2xQ6RwSAQsWrnFIAPrx4zJ6pvSkwCOQlejLfpJGfp2LR3utsXj2PpA/POXvuODViIkGmINLVlfgvJcRERaPSeOPeuj0JuUnojda0dSwiK6+CI2ffUFFeQJf2S3lxexbNm3sxtk4IEisbKioKKS/I4v/H2lsHZ5Ft7/6f1/LG3QNRAhEI7gT34O4OM+jA4K6DM7gM7hDc3TVKCIQkBBJixN1ef/f9Y+5vzq3fPbfqnKpvV3VV1+rVq/fea/XTvZ+91+4HMYlsWb+CNy8fMrdHXSQyJV6+TdEpfThyPxuN3IWCgmp0GikOJsFo1AbW7d5Km6AgCirUFFZUIxdyvn5OZsu8KUTd/YjcRMPQZo1ZOn0lWmMNFSGNiEosQMjktG7VjO3h17lydQf6cim9WzYmIfopFdUq6jqbU1q7Cx+TcrBrMoiSohJq+TbArCiDS25BVKen8WOcN0v+vEbk4ycYVGpaBdXCwbwBT+KTURf+4GH4ZTwcPfAtrWTXjt3EKpVYlBXyLdOUeUP9cbEzR6XWM8ddQwNXF1K+l7Bv+mAyIp9Tv443APYawV9RaYQEeLP/Yjjazy9p06o5F68/J+r1L7go9Zg71EWvVqG9fJOXp+5g+eICUrmCktxKNDo9+tI8vOw80Jb+4NTOTaQmV1OQW0JX1/uUp+Zg1OtpWKcN8rR8ZBIp48Oas6ZNXWq5O5L5PRkzSztqWVpQXV7IpNbeCLlA5uSJTq8mM6uMp+euUlIqodhcyoHLX5izbh3V1dXcf/yeispilhy5zKyQppSra9AbjOjKSqmsyWbdkHNMHtqf2O8fKa7S4mztgtEgoWNQS2Z17cf7ZyWYmNiwflIvOnbsx/VH8bTxs+TAjqPorZ2pY2aFRlVDj0Z+7Lx4BesZU5nTuyGXTh/lZ1E1O8ZPxCKwDgMH9qA6PgpLmRwrEwk3123DxETGyJGdSH6dRXp6KUah52PCJyQSCakZxUwI64gE8Jo9ieDW7ekxZDRlFZV8fvMcoXTCtEyNqCkj1FZJsNRAcwsFMhNBb3s9Db01VOpsqMgtotLUEYvySgyV5ah1OkxNTXn0KhaliZywbkH8iMlGIrHha+pHQnuP5OOTCxhtnPl67RyYmaBLz+H7i0+kR5/Ax9GcVctWYWlpi1YHX5O/UqPWE5mQzpyl+zAa9YT6ODOiWxfM2vTH8P0b1qamPDg4g3OnblDXzIYCtQILmQmuqmikRoGZ0Yrs99fo0ncmRaaujN1xB6/AObz7kMLITv7ERn+hpV8dHPM/c/JRAmHBLpgrKhnYMJDknwp2FWloXD+QpaO6EfEhhluPv7FgyipASo5OwvNXNyktySE3zwZnFyuyk5PIiEtjy7tk6gb7EfMsEoNOD0KHqNaikBhRa1TUtvdGaSIh8UsK5gXFxH78ztjl++jQtCUnn7wgWGLN0wcXOPv2He6mpuxaswB7Bw9eP4ogOz+N5r9sZW7frhSJGuRSI6bqSnRV1ei0BqpiPqE1gM2HePL2PMKzXuB/DrL/TWKIUqEUxecOitCgZmL11K4icvMAcWRSV5GeqxWenv5i89ZN4tqVg+Ll0Z0i/Owu0aJJsPDx9RIuVpbCw622qO3mISQSmRjcsLk4sees6BE2XoyYvFgE+bmJrs2DhYW5ubC2thVvbr8SJzcuF0c3rhYuLj7i7p4Fwturobh/+4zY4+IovqZEidYdOwuVRi26dO0gXJ3riORv6cLWppYoTtkoPh4dJKozL4qC9AzxMzFODOvfSdy9eEJEH5om9i8eJcIa+Iqn64eJuoHjxcdPseLYsT3C3d1VHL8fJTw9PURjGxPx9vB80dzSROxZsURs/6WduPXHBNG1Rz8R/6lcdOvVV8S/fy0+p+aIwoJSkZ79QXRpV190aOknXCxdxf2rmULTv7Gwd7ASA0ObCnc3R2Fu7iTmzponFAqF8Pb1E7VquYvKgmKhVZWL3Kxs4eVhJc5cey586/qLuZ7e4oFNHdHVwVb4Ng0Vzp7eYs227WLArgEi//FR0WdjX+Hr20G8PLBDdO4+W5zp3174OXkKW3MbMW1QV3HxfowY3D1UDG5cW9xcO1c0tXERm/oGiIPDmwqJRCp+79JZeLr/PdG+uqpUlBblisVhTcSWBRNEFw9LMX9EqDi2PEw0Czgjpg7pLBLis0RY53bCztZR5Hw4LT4HDRSubi6iTh0/4e/tLuwsXETikeXC3dpFnLm8S5xbOFCsXDtXTOpSR7y6sEc0aL5SeFgglh29KGp5uon0rzEi++c3IZXKxKSBLUX75g3F79PHixmTB4r5vwwTdg5eYs78RcLczEokPQoX3+6eEH5uNqJevUCRl5shHF19RR3/2mLOtN7C189TjJq6TLQPbS8aNesonO29RcG3dJH4KUrMGTFCnJwzQni6uwn/ug2FWlMjBoWNEOYOlsLOxVq8nDJE+HjXEjfeJon+/ToLL3sLsWl4S6HTq0VBYbaoG+QvbDxdhHedhkLsHySAf+1yhKeJqZCZSsXdyD7iw4dPIvNHuth97i9x5uYbseVatDiwfJC4dXK/6NSpo7CxcxDJ39JF+pXLonWDxqKZl6sAhIOTnzidYhRHb58WjRu3ECOHtRetGrQX/l5OYvLo4aJ7j07CydZZeDpZiq+peaKOm6tISf4qHl66IE4smSs2LJovwnctEz5+PsK9trswtzARS1b8JuzsrYS7l6+IvhkuavnUFU+P/iq8bayEi5eHyEt9KSojw4U27oLoGuwtSnM+igntm4ruTVyFgxLRvlUTsWL5YlG7lreQyU2ErbObeBRRJKatuia8AwaKhXWcha+vrzjRdahwc3YQEktP0WHEavHLhhsibEAvsUyBWPjrOpH14bYo/HhPZEdfEfUCA0Rmzk/RsHEj4erqL5xd/YWJia24/CRH9AhxFWNHjBRu3j7i+vGDonmIv4jfNld8/nO2sHZwFu2aBAqZAuFYu4HA1kRYKdwFIDxq1RX2zt5ixe/LRGRUjhgxYKIIqFdffPmSKcbMOCdCGrcSCz39RUD9pqKJl5WYPWaAkMtNxM3tC8X9tb+Kj7EXRY+uLcS+k+HCzNpOuHi4Cyd3N+Hs7iYUJhJha2cpxv15VnTuOlIsXbZJdB46TOx+fF1s+WOzGBZWX7Te9VoM6lxPfHkRLrQVd8WnRzuEMwgLC3PhikT06ztIPN6/V7j41PuPE0P+K8ri6tXLa4aN6cOY8W3YuvM8eXonYso1vD2znWYNQ9iwYw9xMdEsHd2YcfN38PbBPtK+/+TQ2Yvs3rmNkWEDifoUh8xUw6uox0REvED17gyhndrT2t6JyWEtyZfoaNWnP+rPD1h58QEzBjWlJD6VSb8OZPDU1ey+fYSAVsO4emgt9oYS7OyN+8wAACAASURBVCxlZKd9JeH1U3LzsrEwmJNfYceJA+f5WZpE0pPrRKTlo9JryVBbsnjzUSa0q8u+VznYepkybfIkbh1aydkz7zi1dQJvY76wa3dPGkgd8dhwlLeHNnE/uQQbXRkHwu/zZcNQ1ly4i4enDx30ubQdNZaQ2mZ0cdbh0bwzbx4+RZQ+YtiDeCZ1b8PqwWHUcXbmfcY3Vk4N49qTN9hYghAaDh7/C0NqHEvXruT249eQdZU9R+7T7M9whvW3ZNOdCKpqMtm89HdmzZ7N/WWb6dW3A1t/+4u0Ulc2jfBj5s4HtB3ZjN/6d+Jrs7G08f1KypPXNOlmwek73+nfyZ+Y6jL6DhsIMidG/9qMzt07Eh33kR2nT7Lutxlkvr7ME4UTdS3MqezXDk+XSiykjbn9bC1nnsRT8uYqD2Ky6NnDk+DaDXGaNxSZuQu3b9xg4Yp1NO06nfYdXVH4j6WJmy2ethI8DAIHm2jK1EFc/VBNcLuONEy9SLyyFzePrcG6Jh5nb38ibj0j2EPJoeuvsNLm8CDiAwO6eOLjLMVBoaJZ42ZUaot48bWCK/df8e3IJhYcDaexTTLmf1znqaSSWo4yNs8ez6ELFxi7bB92ZZGETlrDosXzqGtRSZVGQ9JbgTH+JLee1FDb24CLrIAxY/qgl1vy5c5pli5YTeuWMj7GZLP3/EU2rFhOUUEJO6aG8SUzA99hUwnwVnLj0DFS4j8ze/l69v3eD98OQ/D/YURW9ZXL5/YSWlfPnHELWDLEhDMPk6nv6UTf0RO4c/cjOzcspH7HdgwY2YbWPu4MmzoQTVYCll8eceJBFl3danj+4RObD59hdHt/nAJbsPO2lP4+6Th4+GFpZcXyiQPIjHtD3Y5hNPcwwafzIAoiI2hQ25PT4WcpTn5PQUU/dGXPSMspZUkTZ+au/J2Ia3vpGRrK8/cxdOsVRkJiJHv+OkmnIDf2fA3GsjyGuJxCpJgwYcZpviXd58jlcF49vc6ClXO5dnAhZ47u4s6R2RjbdqV5+2n076jmUEJXVg03Z05TE1ZtXE6p0Z8+g2tz/EMNzs4+2KuL6T1rE1InCwZZwclX8eiLUtg0ti0fkxKIe3Waln51afI5hiL/emR+/8S4CRM4tG8TX7Uy+rcPZEyHHtSYOKFXF/B7nza4SitoHNqQyc1CuPE+gkXd8mjZoBbV348wYNpqWpp/Jf3dHtaO6USKSoPBpQ45tX9jXwc91blfORORSZcGDWnUaxKjejhhnxpJ87AAYiNiODerOzfevMfJ0opxfVry6vF1Aqu+kRp5jwvnThKQV0qnMSNZe/Q1V5f0Z92eC3QJbcGEYQs4/MGMZgHVRO9ewI0vH9HL7RlYvxZqc0uiY+P+5ykLnSqVN+cSkZhsIa4abKztePc5A4PESJeWQQDIJVIykzTcXLMMjUZDz/pO6LVaNnZuwcun9wBY0d2HH9klaIs/E5eSwaBRg1h0+zlllm5Ul1Xj7qgj+VMWNy4dxcnVFft6dlx9cAeZ0LJ09V6sTE05umomJRejOLlrG0VGQatGwSgUcrw8fXn97g0fvmbgVabmalQ6NhYGbt16TC1tAQApxWpqqisxMVdiZ62mSVBbxsyeSq+2rZFKzXh2N4a7z18Re2ot1z5lM722A0aP2kjNzLBs0R2jUQeAg5sbUgGHL2VQI1xoENIAs6AQQnzq4OzoSInMnFvvvpFZnYedkxVHLl+mboAHq4d3w+jQmL/CT9Ozayvi0/OJPT+HmuI8xnTw4OmB8+QW5eLhX4e29ZuQ+DOPpi06kl5jSc7tTxSqtaDXEvElC0QN6hoN2e8TSam0orAoB3sTJZkZeZSUV6AuKyA3LYulK/ciUWVhlJhSHhtFRxtTSjJekq7xwQRQWOkwE1rMz34kPq4cby8vGoaG0KNNH968jsRCW8XDR5+ZPXsBWqMOkBDSoBk6rRaDQUJKeg0Y9bhUVnL3+ksO33tCXq0JRETF4WxXyuuE99yPTeXH+zvMmv0Lfm7uFBYVEh4RS/9NzwGo5elN66aNeRZTgDE9hXexPzh17ynlNQZCfQpISkoiMeUnSSnppKdnYTdnAN2bNiAzu5o3j95iZuVI6YejvLh/hVatOwFG0nOzGTHAijBrL7qE+NDLtDYyiZ6Z40dy4uZZ6tVpQEBgLb58iCAy6h0KGxOsbKwJXzMXo1bLD3sHpBWVLJi/EWHqxLM795FjZGD3OsS/jMOgyubBh2gi70cxZORwrC2smTtoAA16b6M4KQN1pRZV+X6Gh7WlhasJD0484vWL97yJS2LcmMW8/5iOTlWNFAn1fTyZGdYcpUzKs9svqDLa4ChX06FZEx6/iUNIjNRUFKG1cuRrqpSMO3dIfZ9E0+HTOX7jNvFxEegNOhbWeYaLtQkhzjZoNRoGDJvE3IvZWFlYYG5py5Mzu4l8HIG3pQdaU2dWNvyKWae1FOUNoGejIERBCY/v3uHP36bQf0Anqt/fpkwlAcDCxgPPikr2XfpITkEmcqOMGlUNj55/wthwNg6WZTj6+tPa6Qvbdm/lU0IsCD2iWk5yRhEWFibkVRuIStWRUWFkRR97erbvwpfcGrIzvhHoZkL8rT0onIKQFeeg97XG08yEd99iiDhyiCFTfmfluZvotQrSS9MxN7XBwtqcjK9FGKUypGhZvHA/Kr0W916LeBcdzZSZYQxI2YBbq1Ec+SLj9sMnWClsWLtmGX89e4VeZ0NSUQm5+ZVoRRXB3qCSC5rXdsbXP4hfOweTo1Vi692YTykpVFaWIZfLeXJsFQ5eDfl16z16tm1MzrvL9O03hIt3XtOwXgAKhYxP75OxkOj/Y4z9r2ZZONhYiHs712HndpnWU3/y7OkHuvZuhaRMQpvQfty8uZPfJg7hdfwnqirKESUqhLkca7kJJ9RFqItktNRrsHdxQVWjYXZYKyxtrCnJK+RuWimxb1/TudcA7l35A3NTKRUVcr6WPufl9TRuXblFSmYVljaOlBRkYW5tw9IejTj27BVSK18wUSBDwq5fOmBrtGDE/js8jY0mPuYKY0f9Rk+lJ937uTNlz238PD2Y1NKFhAoDv04Yx7uYaGosggi0UdFr8u/s2LmV6ppc5FIZT/de4+7+mVyZeZj99QLY0suH2dfiMNOpiY2KxtnVCanUDBt7KXKpBZMLyhn+NYXkqAjmr1yFQqZEq1Vx5Pw1fLzdSM/+SdOgAIReQ4++41j+5xKOLNyOm10Uy1Zt5EfMc4o/Czz97UhJTOeZ1oKbNx6yfss2Lp05gar0J4UlFWQXGxg/bjQnTp7G08eau7fv0XdQfyZ260BCcjqPI+MoKSkmKioaOztzsl495J0miGCnt7x4l8GNu68pyC/GykTOoEHDmTJtMY8OruFrRAoRwoBeGNBUltC/f3dKizIZHBzE5O2n6DPid17e2kNsfAJPX72mQ5vmjB81ijUHTzG7/0AmmulpeeQITZo0x97BleoqNWamcqqqikFIUMgFqfH3sbSyp2VoV1Iz1Yzp3o8TD67i5GSG0QgaHZx98ZIx7TtSo9VhZWKga3Mrrj4vJ8jNnsTcEtyczYl6eZvCsgKcUfGu0ApzpZL2xV/AwZuOG8LZ1EmJg4sXXZbswc3BGbVaC0LB4X0LMLEyZ8qcjQjbBjw9tprM+GRm7NiJoaqYxJQ00KnQCwmT16zG9OQBxjW14kCtWQzo0on7p7dy9eUzNGoDtnaWmNl4o6/+wdYxTXByCELv4k+5nTvWPz9y6cYtRk33oEvvy1SV15CTmcrqsNVM3xDKH6uu4+1lIKuskCL3UKoKXrFy1S5c3T2IivrKzo3zMWjUxPTQ0O2dKyU1Vdw8sIZRC3bi5miCq7MHen0FkfHpnD5zjaULfqVNXXNi4zNYXjuAmj6NiUlIp0it58nbaF6+fEHr1q05s2wo+w5dpqBaYD/4D55f2U/jHmPwK32GMErQGjR8+V6CBBnzzp3nYUYe9ug5Org3G2d1ol7tVnwNmEL1qZEE1tIxN28prs7e2P/YgnMdP6orK/n2+gktgoMYP2USO3fu5MadW2Rd3IbM0poTjz9gpqvCv44/Cw7e4MnTd4wZM4ore7ogC/iNwrREBvUP49njeGYND6Xdoed4urji+nQHgf1+ISnxMX37TUFODUhtEFJbTM3NMOhKMWgqmD7/N/oPHsCsXmGsPXCO9x+TMf96jx4hDQj/nsjp68nMmLSFgqJ7nL58Hqm1FQoJoKlCLjdFp1Nx4uQRghsEUl1TScmfiznysZC3ZTZgEEgVEh4/vUVK9Eu8A5tTv3EwtnbOSFDg4mzH+0dn6NJ3Ao5W9pjKpVjauXHq/Mn/+XnI1VotKqWB5ddKmDeyCfInJ9iy+hfWrxjO8u52uLm5k5AYw9Zp3UFfiYmNHA8rqOtjxfLm7Sn6cx1zh41lclgI88d0Iy7pB4Oca7Pn9nPiomO5cWQttg2qGTVjMRam1gwaMY2AWiPo4OnC3adv+WPTduKv/8Wlq7eYM6oPbZoGkVlpwf2ndzg1vB7rxzXCzKsbFRZmNGk3gdGtG5C18wDefnIqG9ti2nM6A4eM4NAJQZceg0irMCA3qAhoUY8ePRtio1Px1+q5bFi7jeHNm1FW/p1XBT+R1e/KIl0V/h/f071ZL/y+JqGTW5Cd8o4O9YLwd1dyfP50tEYVZcNDUT19yJT589FVFjE6yJ3CwkJG9WrN5I7NmD1pOn/uGcuscY2IeHmNz5uWERV9h4pSwa4/z3D8VQGzw+9QI0x5kFzABOvXeHu7U3p5BeWVBm7tXs+h+f2wdlOxakIbnJ0qsKzKRJfwjF9buDN56TZ+be1LamoqtWo5QdpFhoSF8depw/h/3Mq2hYdJef+W31rYoFbpObFxHjdunGLsyPaUFXygcR93aipTWN2uDkplNcmxL+jQwJfdZw/jJc2nn8klzEpzObjekzrZ3+jbsjFFzYvIu70P0V/L78nfsS0rpr2dNeXVldR3VVJeU03XsGAmN3PEKcCbPqNWs3j6EiZPn00XPzOmdTJj+6Q+9AsJoLhERcHzMH4Zu57ePYcR4iTh4/nd6DR23Lx6ikUDOtChYwjdmjbh+rYTLFy4lRPnI2hiSObg/HlUdRhJRlkCty7uZOWtV7g3qkdFlRppRR539qzEoK/i+mdzNizahbWpKeuH+3D70kZivkeQl5PG7ul9ad7Gl1dnVxEZ+xLvzBhWPDzBCeHA6qmt8EjbxovY16j0as5NakpRUQH5uV+o0KqYdPA1dyiiNCmetLwnbHprxuJJQ/jjShuU5lY8P7mFNScXI+onEehUTi7feZT9kxkjBlMU9RRTnRmR4X+wbMFYdq6eQqCfLUmlpSTUHciL7+mM79mK/NxKpk/sQ4ohh3mjmxJd9p2XJ1cTsX85rZsF4x42g8fvv7ChMp8Ja48xbPpsVDnfKa6owDwqjtalKib+eZuBU0fSccRk1vSyZlFvTw5NacXwniHU9rPgfmwK7f2lLJ5Un9iZPegSd5kByU94cnYNrhpTnsd8Jurkb7Rr053td3OYU+8F/fN+Y/TgViz7fSYbezZk3b69vIh+S2C1HpklvIqM5muxDnW5GYfDb/E8MYNnZWFs2L+TZeP6kKkqZfvJBPo18KVjq/ZsWXeEj89PcHFeKB1PjeLNCFc6TVtK7JllDO81in0Hw9k8fwIX/xiEmbGK47/3RKsyoLSwZGnrAPbOnI1NcBjFL+7w6nkcN95ORuckeB05jTGd6tFYe5Hqah1uNrZEn/uTyROmsWLkEK5smMPjVcu5uOsA/TuPZsuKo7Te85gnBTJ2Hd5FhyAbHF0s8fGojf7WVto3akhiVAQXJvfg/f2rGJX2JN09Q1DXQdhLimhjqebl+f88U++/AmSZVM6L17coLzFgMEpZf/g640fPZ8Pey1y4c4+WXX9j/uaDFBaqCZLXIjO7mgUTBzNp4WoKi/S8jY4m900cMoWEk9ff8ST+G+eSv3B+5yYslFJiYj/z9K8IZEJDwYcPCKUVSOHz5xwAPn5MQJ/wgsSk7+TlF6Kp1iOkUnRVFTy78QrHthMZNW8BuTEveHV/J0XKMhJq5ATjys650xjkXwuDMLDhdwcyM3NRq1W8+/gOvaqSykoN997FcPDJDwBuPXjAz+wiDAYdT85do6CkGIDMnCxkEinupm68unGOSvMqjAoLSrPysDFTkpRXxbf8XLp0aItASnZZKVNGDGfBjGlkFZaQkvQGfbmOHeHvAPCq40+BSvDicyXtWzbn2plb1PGw4nthDfnacqbetmXbAGcuZNqSV1RGq7ETqDJImNi/EerqSnJztZhIJZw4e4ZKvQyZUaCwlGBubk5WZj4xb2P5XqLly88KvIcMpHrkeSTLLvPVawDIIeNHFrPH/UL7ph6kV0po6e9CdnYNWWVVlOWX0SxsCJlfv1Mls8LTWYK9lSW+PlLScoZRXKJhVM+WnJoexY+fP9AKA472lhRkJ1LqZse530cyd0AfHGUGSvWmdG7dAqlSwfrJ/YlL+cHhP07Tp5EfxQUVNHf35fizj1hZWSNBw7npgZxeWohaZSTt80c6tAhAIQEbawXBWi1Nx87hbfwXZsyeSUlxOUW5Eho1r4+JiYKX91+iVMpZsmwBmpIa7qwLI0dmRl5mBkYEr1OhR7u6LNt/jrmntFy/8xjPwOYoFTKcFUbqNe7F8VfPmb32PB1WrWXDriuceZ5Ky9C+HHmSCAYdRqORe5EJSOUydFIJz49tY8mADui1Ur4l57BhZTg2drZ8eJeCnZ0bOy4tI/FLFDPaD8XDpgEJn78xrntjsrLz0KhUGCRSHI0FNPIMoF1tKd1Dg2hQrz1je/XiXmQKU36Zi4uFBZaWCtydXUBiRKK0ZVKrgSTfTqXaqCesUxg7V67l7NwFJP8oQm6uIj8tmUHTN3J4yQjKCzNZcPR3Tu48TkpmJs3r2XLx2F5iPyfz4tkNzh29yamnaQi94NRHBT/jYvF1c8CsOJ+UzHSyi/SIyiq6d2vAm9cJmKtLSS//e2KAt1sAphZmGPRGirLTeHtmCaoaHbcP7uZnfjGqahU7dx1EU9sHE4WULRNDKcl5zS+T57B8zgrKSksJv/oEW3NLHJ1cEEJBbno2OxOsmXznO8v2nQdg1PJDTJw0EoPRiHuQK416dKfGoCf8zF26D+rC7hkDyMnIJTIzDSnw8XMKatQotQ6kJGWjKHPHOjgIvVyKvaclCqmOH9nFyCVSAruP5tXTV4w/dp7ErEIWTu7Pm6iX2Dm4IanOorqsjOD6wZw6uBGJBJbcSkdhLmXF1tPkqotY8edZSkt/sv32fb49vkpcai7DWrRHo/zPWYj/irJwNVOKvecPcuVhNpcOr/nfUkHzzhuQiFIMBj1OUXvwdDTF3dmUNbGl/1zbfcx+ZCjo070Gc2t7jh3fw5tbMRw8H45Gr+PeueNoNAauXL5G5J4RuPmFMGblWUq0RvbumIdNZQV95+4DIZBJDKg06n9VAhkCAyDh66HlFFuYYSOTEzxq8T86Uum/3j1bdm1h/+kY0mPC/5HtndeVJu17EBjii73f4P/P8N9j6v93s2Hqeh73uvbopDrMnb5jZmaGVCIIbm2DPjaBy2cO0bV7S5SWJuRlFBD59t0/Vzs62wIK/DxtUEvMEMXZ2JeokAhBcqURVy9oWt+PiLhvjGneGSvPutTpPpAeYV3/sSGXmyCRSBBCEHxkC9XVKoQwkDp75b/1nUTyrwq9f/iE3vNHUfK54O8TQmBpqgAhMBil+NW3JdDfHjsbJ7bve4rQCiRyCe9j3vOzqpJmAQ249jIZtVaP0SgIlnziwLnjfPpQiqqq+J979l8WSdPWPoRvnkHW50cgDPwaVg+VfW8undpL38FjOXP5L1ztnNi6fQMymQITEznuVj+YOmsvSjMZB0+dIjf+L7yCBqOXqaipUTFz5mnKqpNQlauQKazJzv5/raYl+efIUibBKIyojVK0hhokKCirKKJd+7bk59UgkUHc29sgtMyasxpNTQWmUhXL/tjOrS4DGf0hgqCA+v+P+/z77dy+MVw6dwejiS23I1X/iiVN/j86j5+9RSqVotXp6NWt/b+xIgOJEYQUZEYwCmSA4f+Iy52ze5BebcHbxApCfeWUCFsCvXywNmZhiZLZp95Snp/8j/7IwSNQqcopr67i+cvX/LtA337mEoWF+ZR9us21h59AAr0bSHGpbYNnvQH8vu4wOr0aqVTK83cpxGdrmNLFhqqO55BIJWiEFsXt4RgMUqRGHS5utf+xffHKEWzMLNAaBf37jv5H7uLryYjhYzh+5AyVRVn/V0vUWeRIe7f+vPh5lbTtZf/Ix/s50cTXQOiqIH7G9WL+XwJLCwO5JbtZfuAUbf3r0tin3v/P2t91jvuaxPldc8HCle07zgACqdSE7C8beXv/Be/f5mNq7U3xt8ucjLRlQ3N/Ap2c6HPj7j+WBrVyRyKTYWGl59SD3H/kcgkIJBgkgFH8z1MWSmtL2tcN5PrRtYyZPZgLk3syd9UsfsT/yZODPVFX5JJma0vfqQOJqDbQpGkIn0/twtLaivK3f9BdcZ/GdUN4diMcc93fAdDGQoXBYMDBuh7L+rcjMzMNF09/DMoQpNoanDys8C0u49GNWzibq/l04zRGoWX8AH/unt3D3IlBjJswmJrcfNr3CmXVzVe07NaXi0fOYmVuypGNI0n4moSt0py7SycCsOG3RWi/PaBNj8HsWT2HMf3a4+yo5N7DOFo2HcnaCcP5fPJPars4MXzVY95d2MzGeznYWZqS9eYCrhZyKrMHk7Q0DXMLG6rUKnZ30aBHQvk3d5pWxKHXqSjIKaCXZzVVpRU08LZjkrUz/UyskMml2JuBXqpg1dj+yO1sed6zBRsObsazniNSo6CFsydG5MhvPqZ2bReWLp7CkhYOVNzYz7Klm5FIJOybvgAJJkiElBtmlZjILajjG0jsH4tpUL8xdWdfJvvsdjxa9ebKui7M6N8KgIQv0WxvHALABF8XFo7oCcD17b8xeewAVrXxpL+rHe++5FCW+ZkvZ2ahKc3gXrYK56hrHIj6xsiOXvSTfsXC3Jzlu5+yb/gY7C0hIy2JiP1ryMrIpCg7n+YJ25Aby1g5rjV/TW/LkHbBDG1lzvkdY3gT+ZIhLZtj7eiOnZ0jtbLfICKuM2naFnbOaU/3QE+kH5NYsvY1a9ZvQyKRYVNtzrBBDSjNrmDt+KnUDXRmVI9upN7YS9LDs3RoFcDXU5sJCPKnNDGaI5O60bh+PRb0a0NFwi1+aWSLp7M9H6/vo6qqBqneyOt9k7Ax6tm/eAanly+iXvuWdAx2xruOO88XrcFyak9GD+pD3MvTlGak0bljU/p4ORC7+ld+vt3L8dOneHvxBPv27aPfyt+ZEdaCQauXMnPFZZwc7dh55Crb9hzj4rIhXLl8itXTO1CSnMK0hhZYaUvQRFzDwsKKk3N7sXN2XwAitw1l3bCmJJ4O5cfZ1eyY6ENaUTbxuyZippDhYgL5N47RplkQpeWlTAn0QavV8rWwnHGdPVDYC5btvUErVysspWY4msmI2raEbcvGUcdZxcweDSkt1/H+xTU+nFnDiweXMTWzYP/sfvi7ONLJ0xyT4iiCfbxo0dCNHi2tUTi44VSrP/HRb5ArJNwe54VMJmNQezf6OH+kXnADeiYtIX1kCsJaAQKiT25HIpGQX5LHu6MbcXT2Ry43QZGaiOLCYWYsXM7xlePYsGEh0ScX0NNXS4CnLad3LSLm8Cpadwth5u9T2bRiAUajEe/kKoxGI8NGdud2+HmWzuuHGPknuuDuDN7Wn7wvydzaUgdNrQG4Bdjg+fkemTlZODpbkPjqDT1aNWDP9uXoCr/Sd0BTHm+fyLcXL+lpb8PBWaN5dngdXf19WTHvDDYlFsikckLcJFyMUgLg0KE9n729KP68g4gNU0l+sx57Ky3zenakrFjF2T+7UnV5GwtP7WNk+5akXNzHr93C/mOM/a8AWSqT8/nlKy5dvc2p6b+hFQpmj5pFLd9QJFXVmFs5o5LZcODUfdKKBWP7taUw4T73n70lX2fHjfg8rtw5T4DRHIn4O0lk2bYdyIyQ9jOTuMh3bN57hA9FSioLc2jRYwg96nuSk15IfHohpVol1aV52CkEcqURM4UZQgruZoKRfUKpKrWiyGBD9Iu3zF+5jN5DG/MsoZzuvdpg7+FOSaWKkJDGHFk9jE1Tu1GjlHH/1QvKy3OYs/ke1VUqsqv1vElXk1FYTIe69SgtruHKs0cU55TiqDRw6vxlnN1Nebj9COFnroJRy9IuwZSpSjEYDHg7P6NRLS9sLWVM69GVul0XEb6nNz61a1GuVWOUC5xtwaiU4+EbwPsvKZTl/8BQ248fPz5RXaVCrzCnolJNkdoUKwEfIl7Tb/ISGnSaQcSbLH5ERCGRSLh5+wpKpRKDQcKD1z+ofPcWN38vIluE4u/vgz7lOtfv30bq3pSIVBntGrUAICLxG99qTACo9HMnt/gnWpmEpy8iOHr2Js0GziIqsxJfN1uatOlITrWSt3f+wMvLi0K9BtX60ezZvwsHNw8ibm+nMOM9j+OyKKzUk/Q5Bq1Gg96gpZHsEQ8e3KJT40Ys2PmAw4+y0CitKKcZeqduvHnxgsD6gVQKb+SmphTk5KPsMRWd1sDNJ9+p0sjJz91DZU0pTSztqFp5lb/OhOPiUE21REFBcRUadQkKuYKPsQlcPHiU7AodOeVyVNVqfpZrufMpkXLfMVyNSqEy9Sc5Wlv0Vla8LLOgSlXFzJkrqPEZisI1mL9efmXjrWQib11FUlNJhcYUy5F9adm4GZVVFey9kcjp41vZc+QZSaWlTDx1kw7DtiFDRtHnRCw+RXK4V2sGBHZgZPt27Lsaj29wXUzMbGke7MS7qFdYmJuy81QEJWlxROndWbB8HiP+2E/Pjk1RG8xY5rC2rwAAIABJREFUffTvL6+bz15z+UEyiZ+KuZVaRFZhMVbmOt58K2VkhwAqLez4VprL6fXzsbAwJelnPjp9De6tt3LhYSQx2oE0cbHhclQ8d4fLGTV2Apk6wa5Dl+hYvz7Hbr/E2d4Cvd7ItUdPURslyCRyTt58zZjuTclKfsO3lEzWH3nLm5gcZALycwqQyo3ci0jm9I7llOj/XgNkz/IRvHtwgZB6vuQZjai1Op4Wx2Bu5YRGGBESCUajEXW5BmGAqRPncmT9fma+L8Kh5Bu7L7ygiYc7z5IzcG8SQoCzJZcvHiUtOZHe9Vpz59J9Nu85hxAGSqqLkEgk+Hh34MDRvdx9/oXyC/OJff8OjczI76fv8vr2SYL8asj+Ukp6cSluVhIqqjRI9Fqs3AMYFRBI+c8Mjq1ti0XAcHouOUp8/Efm7DtD+rfvFNWUE/f5K3kFpcSWtePcted4KzR/g6B/K8ytLVFLrbgT/5kiSW26dapLpaklDha1GTv/OS+jI8hPTWP33gOUVQvuJ3z8jzH2v6IspFKFcHSwwbGWFU8fPCKnuBx3RwfcXXz/0TEzV3BmcQ+m7Y9kzvjORL17zogxs7n0Ng6ZuZKbhy/8o5sTe5ZGrccwurkTO9/+q9vpamtK97ZNyM5MI1mnR6pUIDUKFg7ojo2FCeOXH2Xj4nmUyWpjqk5l955DSJEghIH8Kg1CGJBIZFiZmaITYCGXYNesL81mLCd9zSA+fP+7O9TWVEKWiyuOrl5YGgs4t28WQki4merNuBH9mNrJi0uvsv8p1+l9S//OtPqRxZrt/yLqPR3N8Qrtgzo/keh3Cf/I317fyNN3sdhZyslLK+VSnCUrBjvz66FszGzqUpL8J/3aNSUu4QveIQEMmbcFVXosq+ffQisKATVC/PyXs+AfiuH/9NqYsdexlLujBY6faPkvfQmYCNAADva2GISeAB8PCtIy0SrM+VlUwrtXV7Axl7Fo+xXsPWXoMqB2gwZ8/xpPxx79WDn9V8a0cuPmhxzePr2OwWBAoMWvSc9/GyOtevpgMBhIT1NhI7NFJpOh1WqpUavRqrTIZCbotVpOHJtFRrqGuQs2AWBtasq2FTNZsH4fh7uO5PcXl5AplQyZMI7Tp08TNuEC0webYTQaycn9grVlO2pUOuYvm0Ro//7ER8UilWkZ38ULqZCAVEZlVibVlo3p07s7UycM4cHDS0illoROmYCFlSmVFeVM69SHyDuPiP6ZQWpMGoemjmTe3Rf/8vnCKcw6fAOA8rJCxP/2Q8PGHXn5/hHVmmosZdbkfTiDZ7sJvHmdixtVFOTncePJJg4ef8DIQY0oKpAwpmUDzO4kolkzh/cvXtOodUP69xhAjb4GQ1UljZtPQyZTUlTy9l8NKoFHjy4jlUro1nUoi37/BXu/1iyeMf4flc7t6iNVmCCVmfDoScS/9Yt77fqkpcaCUXD++nHq16uLu0sdgus0IMjHl5/lxZhaGLC0tOLDhxSaNmpL/ZBAzl84jrWNGXq9gUdP34BBigEdbVr8K86iE84j1ckoKtEzYsgE0BuxtTHwIxskUikSo5H9KyfQfcpcFN8j8ezyy78t4/ShjXiZUo6DhQkTunWiqL8b3asDKCkpIz83h+4jZyOXKDBKJYzz9sG8Y2eKI14THvkUhUKBwWAg1WDHmnnTWbfrAP1a12dsr/F8zk7l8ZMPaPUabKxtaVirHDtHB6RSI4u2nqGoMB8nZ1eMFXmYmppiZqagb6+JtA5w58yzN0S9vYrBoKN1+xH/lDUpr4IzF8L5Y+4UJJJ/UWP1W83CySyGaW5W5BV78c1WQtfxQQzqPe9/nrKwVsChZWNRyOVMCn9OQG4Mc268wqtOPbYsGItfQDDmltBqxAK6hTVF6Eo5uGU9SqUFr249p+DRY5SmSt7sWIKpUoleKjg8dxjhCTqQQPyNk8yd0Ru1TjC/Vw/MLeTcOL6W1GN72bduOiXp3/HQV2FtZ0VJWhrSr1ewMFEyoq0Pwxq48r2wGL3ewOXlYwAY2rI2dZVG2ta3xboig9EJe5mCjLm9gpjdJYSfGgknRrXmzOiuIDMl4lUMj6++orosDdPYAzg72THZw4svx86zeNZAhBAM8fLE1dmeFr72PFoxk85tGpJVoqavq4T9Ozdwbu0AhD6P4NbefIxPJ7RRW8KGTsLTzo7bK2tx6+5L6sii0H/dCcC4/u1p5OuMg9RA5sH52PyIQia1JO/qdHykOTi5O3BwZi/i4t+wdt5wHhzdRHl+IRPGhvLzxT5WrdtMaKsM+occY816WyQSCR8PTEcikRDooODx8T8BWDG6DU/O7WV06xACbPXMahPI0hHdmT1rEWnvnmBbqsa7spqXL27RoVM3JBlf2bN+DV6u3kzt25HNI3yoqirj7sGdSDBh85aVJD28io1SQZMWdal6fI6e7RvRpcFAwtzbIYxSVq+Yxu1tC5FIJFg5OfDjzAosbExYOaUzu9Ydx9PEiH8dFwa3D0ai0+GnqUZiEEikJkwe2hiVRs3mjZvYOrw3neunYKKUEKLOpzjmFbVqu9PLLZerF56heB7O/OYepH1K4eDBi4Q6NMHc1IIWdXwZ0aghbm5uKKxcSL3/muzicnyd3LgyZzkWFvb8TE5lzZ/bcPCuz6U9SxgzZThp0Td4snEO636ZQbNJszixYizmZn8/KueWjeSXqRORyaRc3jSPdkFNkSBDmvv37+IdZQZUr/7Cxs4WhcKM0PreKE0s2btuLYHNGuN3ZB8zxk/h9zE9qayqQWqi4Pqa0SiVSjo1UGNtlkA9mZQNXWrRysMMBFh9TmLihFnI5TJGejtzcs86LpxaTfrVA2T//MGQLk7M6ulNZVY6GcWfidw/knJNBu2CXbmzew6ze/thYmLCo31baBDSBntrJ5JuPsTD3QuAfqH+2MiUhA6YyfjuzQHwdaxhsK8Wg9HIukmNGNraC6OQ8uzQYqpVNdy/f5+LFy/y4MEDRoctoTCujE/RUZibmpJ4+SFOFjL+OvYX9w4d5vG1vfT6ZRHGdw8wBIaiUCh4dnEjCoUcZysz1N/uYO9iS9+Ji1g2qiWzlmziUPhlkhdd5MGVR7y/epl3z19xccsqDs3qTX0vd1qby8n5loC1t+ff9HpWNjKZDI1azeSQWnxL+IQwyhnQsT4FP9MwV1ahTX/M+F8GsahdAOsGhdK9XT20xhrIjuDY3hUMGjoGkfmQjORUvB3khJj+vVj9gf1nKXj+hAeJycQ/uc+0gS14HHmAd+fWMHV0R0Z1aYM+5hl1XKzx9vhOa09HcssreauKY8+WWYwa+ud/jLH/FSC7+/lThYHUHCu2hfXi4ss4FnTujMFgoFRXgE6nQ1WqJPr+Sy5MnIBUZkr2jwJkSgWnDy6k3/ghXO7WAhk60jt68+jRG54k5hL7/AASIeXr+ztM8W6ESqqlzMSU6B9gJjfj851zzJt/lOyCMnx8A3FyrMEtMJC2HiHMndqblMRsmoXURafS0jbAm8j3fw+gKQ3VyGxtsLd0pnkjCd4B/uxUG6g29yNbq0Tj6sKaRAVdDj0GvYH6wYE069KYuJdvOfpexp2XKbQa3gmpQceVZxlYW1nxM+UbttY2+PrXIT42nh/6djy4+RepJbnUUtryc3A4MTcuMm3wUF7se8LNG+H8Nmk8FuXl3EjSkqqRs2zBCtb+9vfb9u6bRGJylLSo40GwvzepxfkE1bPmdraBaomMN48v4Ofmh6WZBK9azTCR1+Bapx56hR9JqUUcO3WT0uQSLCUSji84xYeYFEImH0AioENIY8K3bQHAKbgbDk51WX0tgW2HL/DkYxJ9WzVDpZeRU1yIjdrAt59GNs/9hcysZNoFu+HkYopEqSThx0/Ss6poPeka2TlVaKmi77BBlGf9pH77VpjK9OSri+k8+w+cHBV8TkzGxsGB29dfc+T4dRxsrEm+uIddpx7hYudKp5bt0MsdOX30GG7+QaRUm5D/52Uyy6p5U6cdJk0ccLYwwdREycvXj3mf9oMLT+RY2bryJSGajr1GUl6m5nNiFCOG9uRxtQ3nwq/h4GSHQWKBm6MXR/dcxsrSiZK8bEwtbeg9wgltQQkNGnRg5/BJmJvbk52YRrdpi5F7hnD9yi3C5u7k4u3rWJpbs+rsTaQyOVIUmEi1GAxmAPS2s2fyqBFoNQauP4jk/utbXDh1nIzUz9RUabAN9qBGV4awtkGCDfXq+ZBeCkPnrmDaH8vpPWIgjdp2wVBdQbHeH2tLK/xCAnFxdicmy5UlK1dQLJPxPqUYKwvZ3+A4ZBSzQgOQSaVsvfGMWrWNeNaqQ0FWDpaWFvg17Ed2ZikyMxMUMjkxsSk0DmgCKg2PHjzH0sadgvwc7t68S35+Grtu25H4PRNh1ANG6nnXolmnXny4sY/oj58BmBQYyMPIeOQyORueyOnetwt6gxo7a3v0OoG/vz9SqZSGDRsid3AnIy2a8FP3MZHD4ZPryNfZcuO5OdU1+WiwprSijI9fkpEgRy6XsXXPZYxSKabNwtDbh7Bi73GWrdr2v2h7q+istqVr93ld4u6BJARiuAUCIbguXIK7B3d3d3cN7rJwC+4ESyCEEBcixN/IK+O/WPvf53zt3Ozd2nfG1byYY7Y52qjZq2bvo6o4eS2WrHsneZtUQkoRdGoRjGVQc8xNlcTGfmPQ+otcWT0ag8nIjJ49ePIlliuRU7ny9wGMJhM3L52mNDsHyoup3zCEB4+e03feMZZsWMmLTYfxc7dlxrn3vCkwYmXvgkKiIT0xkdT0NMoqBdduvMVak4hRyOkc2vUfhzVgAbb166NQqNkduZfU+BKs1C5oPYKwvpTIwF79GTNvDjHJWWxdvZyYX+k8NXMmLiMHqUSK7mfUf4yx/xVlYWauFep6Ayh+H8mvzZ7YaF3Y+ncC5lVD+PEtluqBgUxdd+6fmwU0qedHacEf0vN01GnQmISEBHZN1qCQCWRyA60jfv5L3JXSZEBXnp64iKj8yLLVF/B1tsdgKEaf/Q5HyyI696lPg/YXqDCUYWNnzas38Vy7+RQ7Zw3N6//j1aVAfsormga3w8nFkY2nbvLswQNiJU7sGd/7nwUDVYMmUJr/hu/RV5EAEpOgVnBtrORQgpzEn/+PUmpubvbv68jhjhTqSigoMtF5fyodQ1tiKNOxdkwgSksrZHItAybuQFdhQAB1O3VnUO+/OHjiHK0dlTSp3xAzR3dqVYun0lDOmx/OlJYUoysrY9aiLVSp3pjenUKIPHWU9j26I1Np+ZTrAEhpVN2Ds/uXYWXlRn5qNAWFxf/Sif+nQu5uLqd5nwGcjTzJvYe3wWRAoCYj9TdZUldq1fBm/dgu/ExNRWeQgEKPXm1JYfL/V9X+v6Omk4aYnDK6NLVh17ZhXHtRh5OHd7D36GVOjQ3nZlEacoUZo1sXMH5zxr/nff7yFpkU1sybzqnb72hsYaT76HD6T1yDlbUFeoOJ4Lo16NzYh+zyQi7f/I6lhRw1Klo1DkQpNfLYofk/u2Y00rDwEnJjGWHNbNlw0ht1wQeM9nXJzv/EoIgIdm9ZzK4FE5ErVCjkUv6OasvwXtForcxYvy2aqBv7uX6kG33mfGLxkjEsnr+cHz+TMJpMSKUqKsslzJs7Af8mbZFKbCjR6dixZwMS5Lg4N8Hb7BOdWtWnoFDJrOXr/73OS2otGMtBoiI4LZ+wUacIqOLE/GbfKTeomTJ/JR++fAKTBEQlb56sxGQyIQwCM99wTAY9Smk5O6Ytx1kjY961fwIKg0lGt8GtyU3LoEKnZ/vKidTw8iI//QNdJlzjZ8wH+owcy90HMUjkctwdA/gZvR+5QoW+spwmQU7I7FqR9PMzJQVJ7Nq3i1HDRhJ5dDcmqQSDyUhgoD85xSZkAlq1aEWtWn7Efv7OkJFDqSjL4sSpO0iQAwbUGjVHT+zktk7N+ZVr0OXmI9PnEzHjLLmJL/EJaktVtyiitm9Fp5eRXquSVja9eJn5hmcFjdkS5kLExgfs/cueDhsPIs1OJIOqKJVK5HIpw0IDySEIjSyF4qwsxo3qwar9lwir74NUIef1j0qkFmbMa6QjvVjHwDXnSEz4hL02iIPHNnHlykPCirIpFeBvgn3NjrGsXSyL7lTFX3mSszO7MGjBURo2bM6Rw+eZO7EzK7af5Mzp44T3H0IzNxXCypounVqz+3oM+XJnZBlRXLn8N1KplLPblzBmcAeQlnHzwi9mHjzB5Gnh3H6ZQnb8dyoBQ1Hhv+1iyKhOGK2hhk7N4t2X/vcpi/KKCp6t6wxyBT9+VXL/lw8Gg5JaIZ3R5Qoe3XlM7yZe7Fw4Ght7N6zkMHpQH/yrOiDV69nUuzWWtm78TK3Pom2gNpfx4+oWNCoTuRnJrB/akNgUR6o42yCL+UXchzvIFEpevxWkZRRSv6Yjt9ZtJCM5kZe3z/Dw0ExC6tZkxqje9GwcyPbV01g2bTJhfp6s37qaRYsmcenIel4fXUdtbxtOrB5F7ovhVPWxZOK42ix6oOPyulHE5JSTl1dMZMRoikp1jGrsyvFhYVyNnE56+k96N/UhJS0JpZWSep3WkoIrPVr3ZHGvIDIz0pBo1Dw5ch1h0KPQSBnaux2WWg3Vs79j9/EKQkgY1qQ6hrxE6jVwoXO/bWTevY9BYsLW3p5L1+/iaO/I9s5+lL+Nok3Xv8h+chtXV1e0luYEJp3Fz0pQXq5jQ393DDIZ4S2D2Dg4GDu32mz0duXolCEMb1mPdJ2EntbmSCSCzJx8sj7eRauS0WNQP0Jc8/Cr5Uh5aTbV3VWsGT8Ya0kJ3QOt8G3RgNfnp2Hn7cCjg2tZPaoj27csRCKD/i0bUt1RQ1aGml1LHlFWqeNbahb28Q/Y+O4tDRvU5MzK/ZTqdKikak7OCUcj16IXcoZ27YGokLGuhRnrVw1l7d4rDOzSghtrRvJ42yjkRUU8efQaiULB89NbKSmRIdMoaOHphq29Aw/XTKFLcQxP18zC1tqcxs1GUJBrRGodwLlJvnj59sJC6kHH8u9gMiLXqrHKKkWhUBAb9xh5YRk6nY7Pb85T1d2anhH3eXV8GbpXN5kbVp8Af2eubx+LxsySTctGM6pbIPLKX1R+PYR14klykpIwK0nlR+w1ZDIJGZ9+4O5li7m5gq7VpZibKfm9/zDG6aNwOnsWjaqIebVfcGBJPdZv2UWIlQurFyxgwvgxLJ8ykXvvc5FINBS8zUQiU5N84DDJt6/TKLgHfXs353N+BkqFjJfHF6JWwN41m7iybi62Wg0+ziaOHriK3LwWXi4wt3cz8uKi6NyxOefmVCMzOZY5s8ZxY+NgwgItuLB1BjUt39OutRvuGoFVzC2kKhVStZJDa1Yil8vx9gpk5pA+LJs2hqFtq9CzjiVmEntqGvOJefaJxKbNsVQokTmFYxJy1kxfwP25c2ngYsadKc2pYW1Og9qhLKoiOL1+Hqkxr9i8ai99Orcn5pwUq9RYbKoKKsog/uVd3IeP4mPcN97P7MnTLzns39mdyudHWbqgF24mPSNCpBjValwD3PmcnI+tjRWFyWmUFhQh5HJ2T2hLVAL0X3GcIKsi/uggcvtSPtx5iNbGkXcCdhxezAN7M2QyGU2cq6BQaEmNjqY0JQWNqys79+wmokMdjlx+ybXDq0l6dYmT8wazfNN6Tq6aR8t+E1CVx7IxrIAiewtObJ/BofXzefkmntiXX5g0/yTNxq9iWp8OeDh6kpn0k/gLfyN0peRH3+X+0lHkf7hJSX42Xaw8MHPx+o8x9r8CZIlESrHOQLPghuiqj2PriZuMaOfApPBxtG0SyOR1h+ldrzVJcT8xq2+J0NjwuyCLym9J/ClTklSpwKQvplHdHJr91Z2agdX48TyKSiPMc9HwNB0G9w5leJPqtGoo43ZUJrrCIh6+esXhdWc4ffEDRgsrCsus+F5qi9wrhG49R6MXFZjbOHH5QRSJiem0rF2V6eOn8+ltHA18q1BQmM/2fTtoGNqPcucIUj5GsnPXJZJ+fqeywsi2b6Xsmz+RtIxsTAYVJiEhwdKWBYuOE3nxKW6OUqToqV5nBh9unaKhRwnjxv/Fpx9xNGnSlGlLrpCmk6JSKSgorKRni4aUG4zc+5HEnxIDFSUlpBbD+68/GN6tJ28+vCTHzBoFUu49eox/dV8KcvPZ+eQ9v/VG+vfojqXGArlMhb25OQ4aB0qFHFFeSIWuDFNlGTVELs4OQezfNY+DrnU5/6OAPJ82TGxbh2VnroBJsH/nSobN3IZSoYVFp3l+PhLb5B/oUVPFy42VJ15QiYJvP1KI+lZEsWM7Ri+OZP+DO1S6N8Q+Nwm5WoOHkGApgdxCHe/zyrm0ZykVpUUU5xfxesc8nn7K4sLNM1xIbv0vo5JgECa6DdyN1tqOd+/fU95+GX9yC5m5bBXf8pRcvRpF0vcf1K3jQ6FeiounPWZOXkhUShRSE6JST05WBnKZDJ2+hMRtHanQS5Cp1Ow7lcyQOgpiviajdnRk4F9a3r15iotPFeavvMyBx+9ByLC2defi1SgOn3lHcnY+Bqk1W3dGUqfvJKq7VmfTq5+oVO7kFVXQoL4fcVXH0vFRAIWKKxQn6Sjx0+BpZculvVOo1INEIkNGPiqlM3q9hIB+A6jQ65kRMYZbT1/RafhInserSC8uQS6X8zlLz/oz+1m0YTMxsfHYS4spKC5h9Io40nN0jF2VTI35+zH9zkOqVCE1qqiw8adK8Ho6zDqMd8O1nDpzhsZ95pCRmElOSRlnnsQzae5u8nVKZHlldPCrz/SxfxHgUAOlSkGgtyPJSckUFZfTd94R6vgFgkHDn1Ko6uePSibj+/LT2Nh5IpdLuXX5DjGZf1BRwfGH6egN2bSr7cq4XadQiWKsD58nOKwxhyJ34GBvzdaFY/mTX4xH0WdWP/tNvYjLBNWy5MCDVxy6/Yr4mCwmbFjKtSQ9RbpSYvLKuLevmM/XjpAhdeTXquG079CSoHoN+P75M/Lf9lw6dYJO75NIQUO5CVQqDQGO9tx+EsXsdr7kKPR8TcygKPULZRZGevQII/P3F+YeuU9KUiy2314yvH8zZjTxotQE1kYVCX90jPi0hozkfCZG76OysoKbdx+QmxHHxCGjyS6XsW31csasPsjyyOdkFuSSoQ2l6+LzZBdXYu3kxbEnCXSt6ced6BLmbblIk5rmRCemUNXVntSUT1jZ2iBVumPSlbJy/2YkmGjSbSQVGPAM6c66X0a+Pf9Mx6Pn/3OM/W8oC7+adcXuc3eYOnkqi6aGYTQYwGjAwT0Uc62WW6uGEJdejFN1XzJySujc8A8n7rVj/DAlcZ91aJ7dJUqtJkNmiSjMptgg5c21Odj5DeHHk8v4hnRFKgMXe0dMJlCrFPxMToN//TKNnNCf9F/ZpPz6Tn6RwLOBMzGPEygpLvx/veU/PkYGJP38jFRiAqlgzdbLVPF0JSM7D4v4i6y5+o7Cyg/YmbXkT8F3NGqXfz+hVZgTHcK7o67oRc1Gcq5sWEXHkXP5+voJFtZVMFakoa/lQtfabdGVVTB2+hhysvMwSqS8efSKiT2asn3XTq6//M24EQN5v2cO+jpdkckNSCQyZs2ZRLnRyItHn3h4eS+teowjOyUbD38fNCo5PXt2Zdm8xSxauZDo+19JyfqOTmrO+ed7Kdb9oX61QGJ3jcNCK2PaoWw2bdiEyVCJ3FJP+MYsZNIKDEJFzi2BSSoDwqnu1ohKvcBoNPLiyXNMciWv7x6h78SVAGzceZ7L504x2L6czrO6I1NaYe9owx9lAAg9JiHDO6AmgY3b8/PlHZZvWcKP798xt7Am5tYeZBIN7mZ5tG4ymG+VWvoNmYDu8S3+vnebywmlhDRsxJ2ol5SV6UnJ+IenbNu4MTWtP5IlXJm78SolJSUoFArMbK1p0aQh27evx9uhAolcgcFg4O6tKKLffcPG1pxXqQGkJ2WAAn5tn4hI/YPJ14Oryfeg3IhPvRZ06doLk1GKvhJunNhJSWIsoGfZQ1tMFcXkl+rIjN7F1q0rOHLoLGs3biAlr4wawsTsdQvxD/Sne3Bdhs1ZQ2GJgeWzOnP0zENmjuuGT0AoRows7z2RREdLzM00KJQmTq7aTP2eA5FIJCS+u8DoLhNx0iiJTEj+t309vvoBzZe9NAjzpU+rJThIFcgUWo5X6Uz6i60cnzec089ek/fHyGk/PRJbGwx6Ja3uJ+Liao2Xtzdxn9OQy+WYacwwWVRSxd4Se1trDkfepFe35py9dI1p0/uT8P0HLt4+rF6wkcpKHVKpksvP/qAsLMDKyZ4BfVqDRAFCT2Ddnkja9KVSV0jJ3Q20tcnkdZ4tnlUccbB3JfLcNST/+ra27trE43ObCekcjmf2FyL2P2X2ihXc2bQEW4WOfL0UhwYtePg0gVpNQ4h+/DdSQxljG1tyJFHFknVr2bPzDgMy46morMRSrSUi5R0aO1da9PdA88UPVErOXdnF4c0DQK7h+t1bvPxQSpeGRh4XjMJT3MOqzizOra1BbkYOiT/fEtJ5P1KFBDTViehelT+6QuZs2EdHTw9OHJ5H7PtYJLW6s3rtQrr0nsbKiKYsWLKSsI7hNKznzKZZU8GrNvbx3zn6+icXTs3m4v1E1m06iMlg/Pce1q5dG4VCgd4Aj26e5NubBzjVaI5EfKdPt3BuPE2iS5v6xCSVIUNGaUnB/z5l8SPmE85RB/j18hpSiYSjk+Yjw0jEkHBWTAknNSGBj9+SyPqWzKplM1h+MJlA60coVQpuRD3AKbQBDerWYtPy6ewY2Rtd2meObr3M0E6BFP9MY/LAXviYywiyl3B30xx0lWXYWZvRJsCK0IbVOHf6HsvDmiDTG5kxdxlja1kxYswItkQ0ZdHQAZyc25wRoa70C3SmjpkKkzAwrndrct7FcXjPBpr76Dlw+BpPkouJnNcVucSa4cHenJw5A4BZI3vwiTnKAAAgAElEQVRzclEngsIiSbj0EUXGEcwqZFS1VpMeH4+XhxPNLMqwt7Xh5qUClvcPZfrq89i6ezKmui11vWswv1sIDX1rUrd5R7RKE9XMVJxPUpF89yS3d65kzpi+dHd3JSs9CYlEwovLpxjTzp3d62ewuHtXMMiQyRTMmzSIUWH1kWKgo7keqUKJo7wWJUfX42znjJmdI/bB61g/2o7OPQaSfPcwsgojXvE7cfi6G4lEgolxbJ70lNAqdbFz0NKufhABvg6EhARxe+9inAJbcGnTMKQSCV3DqpEeE8WLrCwu7T/Kni0n+ZyQh8lkok/XLgCYaTTMDbZi1opNXLhyHr/yNNJy09HIlYzo0h1HRw2pKdnY6dJYtWgS1X29iBW2mMsM3Hv6jq61NVRWpHBk82qOzJ6BwVBB27CpdGgUitFoJCUlhXbt2mGs1LNxcBcub1mDyVTO96gU9HH5JP5KI8S3ChUGCbZ2KRyYXouBofAs/iwXEy9Qe9wEmoZ2xalIjWV+Anq9gvY+LkhlEhy867F1635q1G1IyoutWCVFYqosJqyxH4rCYoy6bD6fPcLd7asYuuo0EeFtyc5IZuKy/cyJGIRSIeHjg0c0r16LI/svIJXJ+PvSJVZErqa8vJjt7ZuRmlHIqRdv+PXgEgtH9afMkI/cVolOmNi/bRYXt67m65dowqf3YO2Nd2Ql2NJ4mB+NewbTZVlzNI5V6Ne6DrGFeob17MvsSX15n1HGSwcf7NZHYmZVxuoR9eley0SRrpQFgzqS+juDjNhfLB7Uj99xn1i7di6zO/Qk/3cOZ4/eZW6/QaCQYTLCjNERIKSo5Vn8fPs3EpUNSqmEJtW98TEzZ7RrMRGyp1hZW7I+PJC7vwz08HcguKovlupi1i1bzrAOrRnZvyePd82gVdhoKit17Lz7nsV96rJhxXLcLeRMGDaS1nbVyDW4cWBJBNm/JZRW6jg1sz9rnxWyemJfbm9YhinIE8uBQdxzrqDYVMn6MxMZ1tgPv9puxEffZnpbOwAUZYJVay7y4nUFUUcWEtK+F+bWNlTVKvn7cARHdy1mzJhZ3I+6R6O6vszvUQe1Uk9g67aY/07lyvjhtG/kREV6LuMPPSRLdQVnqxJcvD9SGNWErA+ZOCXdJfX7W2rW8cfOWIjBqwaLR7QgPyWRx+fPYa4yYg48W9udNdNbIlVqqGudTd9qUhB6jq3fT8dW7chMSWdsn6HUrVkFqUTKtTk9qOqk+o8x9r+rZSGXk5GeipnWGmGs4Le5mtEjV6IvL6WJNdg3boGvtzs5xVl8/JSMmWMV6rcaycnrb8g3qumxehd9pi7hydNoRGg/JPZetGzoxLqZowjoO45Dd24zZnYEWjMbbFESVtObOz1qUMfBAktLJU383DF5e9M1rDnbNq8iLsfA4X0HcHM0o7S8kBUXU2kVVIMr3zNQWFlRWlJGo+B6mPl7Y+VSi/5zDiCRyFiw/xw2bQfSsHYodo5mJGssAbj6/CFjd74hRHWHgw/esffaZ+YvXoSXhx9X7t3EwlLL6K2HWLD+NKc3jCa9RMqBVWNRJP3CwdWVzOJsOoU259SnDNLyjchlapoHeTC4WwMK/vyg0/jJbB02lso6Y3GyN8co9MSV27LvTipzN3/k5M3nDOg5inORF2kU5EezwXN4EXOBTAsbvlzdxrbtCynzGcaBZWkEdTqGT0ATHn/VEmauwVpixaaxs2kcFsKctWeRSqVI5Kf4+COBT0n5pOWYuPT6C9UC6rN/92FCOvzFqxQDo5Yc58TpKwSH9mTCiDZ8T0kn81c8X758YWyPEdQP7Y5EBUWpXfGpUY0Xj95y8tgWRvcfx+uv8YT4BWOSy7n2/BvbHqsptlfz+ks6Jy4/409ZEQc/vsPVJh2tRsPj90nYm1kwZtZi9j0rIM/gwZu8NKIzf5KXl4fRaOT8+fOMHDKQRlM38zAphznbUykLDGP5g0IqhIKAAD9efoWCZBUfY2P4/PU7Wy5+I+pVAmqjjvOLxuPepAGa9Rep26AeLk41qB/SgfLfb+jkZc+VLRtxs5YyZVBrHp/dyPwly7F1qcLMRdvZdusl1z7EopBlUz2wCRY2HhiNRg5ceI2dVMbcjTe5+iEGnxq1OfjoBR2m7eD4+1SKS0xsu3KXv2q7UKftDBas2EqbXmMoyMtHp7Elr1THjKWHiIw8wuhhY9jbvSXvk7JRmR6w7loix148ZerhaNZ6xRDs6cDjD4mcuHoJfw8f5udpSc0oZdmYbly6epqRa+4zY0c0MpOeMn0l5eXlWLhYYpLakVRpxruPL4j/mUhY64HIpTLKMgvRasyZPHMeFaWlGIyVVHdwRJv6nszcXIwmQe+GfvzSlbHjSxKuQQ0pLMjjdKwBiaUjq+984tDlS1hKJagTYmjVfyz9+o+i0ah5xD+7w9tXHwmqVY8JR19QvYozsh6ruRufx7s61fmTl8edD2/RVVTSq1tnXIMaI5FImXb0GVe/ZPHt7HHm7b5OzyJ7hFrF2tl3aN6sHs3rtMKzdkMePHgMwKDR21gf0Z6yigoGjVrJ7+QMkp5spk+9amjlRpbv+oBGaqBdaGtef/jBsm3jsJGnYm5mycBVW9j+6R3X4otJS01EYipDovXGz1HLU1MN9FIVejPB/iwnLueFET59NYs2ruTEmfvM2XWfnMzf/AnbzNmTH9BJofG0U+w6/BqJ0cCduEqSHcPo0GsGc4NbceD2I4TSjV8pCfxKzSIrv5yrWUZk0v+fmpx6enqKJl5KarYdTj0/O5oFe1C/UTfeR7vQOlTDo2c1GLx7MFknVvMq4ROtGvnSpUsL4tJ1mH4kIE9PZ9W+DGycbYk43I8zB05y98ourHTpGIvsmLlzCzdffmVyM3cKhQpv8wqOfiynuqcdcYl51BpznLdHRuDRuiO3d8/h5o2jDB+xhfmzZ7Nlw1rmTp1MS89CVu16wrBObiw89gwbdw9+50tZNP+fs7lSqZTrdxMwSKU0bdebgpitLFp6GoVCyenTpzHqNXyM+ZuY3AqWjR1ESEhfTMjwCQymXq32tAx1Ze+G+YwdXIW6vVdS3c2TXi3qo5ArEQoVO/Zu58C1l0iUcHnXLpRqNXKh58uPbECKhQLqNGqBXe43mvQeyddXV7BUGflr7GxGThpPlzah9B04l1atOhEb+wFba3N0OdFsmbcaTYkE78bViM8wB20RHtX8eXXjAo+zS6jnrSBV501e9d5IDOWoRAnXZrZg0aq1zJoUwfvYBLIKS/n+6Br6Uh2pBRV8iP7I4DZ2xCfl0bnXblQaGW+jL7Jy3Q6cc2uQZZ/E5JkjkQopBmHg2oljdAwN4NaT78zpURu5SWBjr2HNgz/kZPwhoGFzdk3rxanLx2niXw2XTnNAYkRJBbNOg0T8o0OU3OhN87CWNAtryKSI1ezYvpCIcfPo3qYOfwrVZP2O4WeGESN6XOQmWjSrzdtX0fwsATABUiQS0z9JGgJq+HgyMLw3l76m8OnWPaToMRhhWp8wytNjCJm+HY1Rh7e/H8Jk5Pn141x5H4+1gyv3jp7lbNRVhnTqjbTJRCrKS6mIfkjr6oXc+arEb9p66iQeYsKsFWycNYmKcgNWajnLD+wgYuoymgfYkPMzjboNXUjW1mXV5Fk0srYmpqiAJTOG8TH5F9Ntq9L00HEkEilCmJg8aSEv3tzGyq4Kw4PLMZr0lOkqmHIwB0t5HgnJaYQ28EUiM+HqU5tDe+cTG/2KGbO3YjRAYUEx1eq3puuieVS+TuDMuVhK32+guMKIc2h/UCpJScymfs9htK1VSlScE3+uDqZRjw7sXX2CcoXAUqskv6iMipJykMDYga3wDx1LPdkHOsw4iLXaiFYt52OmBcrcWPLN/FkwwhtrjRQXezvyUwu59ewpPtVt8QzsxpT2oUzYcYQePbqCSQoSGT1a3eDIxstcPGhPVFEFQwe0JMyjCuoiKT5DemFh/4vJg3bSuk1L7jx+RfK7dxQJOfYmA8lyBcbKYrQaJfa2KiRCyu9cQZ0WTXDJeEtVLxcGzhjBu2ev2HTsI8v6dSRGkU8Lu9+s3J/Mms2LGNZ7M/713XBr1ZGoXTOpNEqIyyxBSCRYaCTUbFYHY2EFVsZi0v4Uc+Xha/R6MBrLcbJxR63VsHndMkaOH41/jbp0ipiCRAOUQIMgJxrX8ufchnHsOv0TK3tnCnOzEAgQIJWAXCll8ozZ7N22hZLSiv99ygJgztAxqJVabqRasGFsT1pN20OZ/AuzenTFoDjJx3UDuX50IQj4k6ejc3AYZmZmdAh2+0eg0cmJiLAk+fEDhERG4a8UfqUZaDhhKguHdufc8nAynRxZt3ICaq0tRQYY3LUz08b/xcutfVkzqDvbpsxDJZyRf8lh9sA6xMV+5PTSGajUGjxqVaNpi9ZUb1wXg0nO5J7dKSooYcmclZhlZOJgY0sHJzW9fezoGt6Uplozog6NAsBKoWbjqsnMj1hM1TIdaiMo5SpurR1L4c/HJPy4gh8J9GxYi7tRedRUa3gX/ZroHwUsnjQLWwsI7T2ZgleHCapIQ6bSsH5UP5DLWN3Wh5a2Us7N7sysns3IlZlhbq2iqr0FrYIDSEpK5vKcdrg4eePl5cXFS+ewt7dn/+b5HFp7iPPffnM4Ng17tSV1GwUwdcBw+nfsjKWVhi6hoTR2tiDu820GVslniuQ5RSZbjEYjpZ+/UVZcxLYl8/AyFvD80y+W92yJRikFAZVZ+ewZVJep/S0oSbhEM3UFZmolZ4/URS4vRluRztja/jjaqPi6eyFjwuoiMcTg5qSlYYvW2Npa8eTwGiIXTMdTloOFVkGfZk3RWnkQOW8crgm36dmuEylnBjCcnVTo9exeOJfS9Gx+5xQjlYD5z5+AYFZIS+Y2bUC9IG+aealY0N4Ho0SOVGqL3iSld62uzB7cnJE9B3P30X029qrN7MmjaeJrQZ/gavjF/xNRpRyfDkDV93GENe/MkxOHsbawY/Psqdja2pHx7QdbZ4xAY6bl4MaJSN8fRqKH0ZpnhJiiMFPb0KNDGFZaNdJSHdPrO3FmcX+ysrIY3S6U8LB6NAzuhlXidX7Fx+FrZ4azpTcKiRSTVMLWpYspNQlKc3U4VKp4deYT3s5WnJ/XGzO1QCXJpE+LuhQnf+PqkywevvnDlftfuLBpCH6eDgBc3LaSWUM7k5qWyZNLr1ixdhdIpMweFo7RKFBKK6h7dxuGskK+ftjBgB7BCCmYECybOpacP5kkP4xkZJfWGCv1NAsyZ0iLmsxa0ZE5Y7uyedxA2gV4Y5CAt5MGc1s3ds8egpt9EF4u3swc1oFADwc6emq4PX8q78e1xNVaTovmo7C0UaBSCUIDWqBQSUEq2H/qNE0HrEOY5CiTsqnQG4jsUsGw0beponYAFPhVGKnp40VWFRuiIvfRNmQaocG1kX59gslYyKyx7bByscTZVU7kmnl0DA6kTK/H36Mah3auwSiV0MKsFHXNlqiU5iQ9zcRZ4oWbT0MkJjkNJRasXfmFJh5VWT56CUVkMqKlEz6/nlBZKeXg3H8SxlydLLixaSHvn3zlxrlIavt6Ma1NANFHt7N2eB8K8kvw8/Ni+/LFfP8eR/y9i+yZOQiNWok2JoqW0ljs019Q9uAJ88b9Q3cu69oOgPABHZjbrxuz5szF30uLY/ZXCub2+4/x9b8C5LS0NB6/f4lCJSX9XSxqj15saZtJ0te3WPh7U1FehLenO8Hdx4AEDhzby6XoeJRKJX8tPY1Gq0QVmoZrr7EMyfpNYXkhv+JimbnnInK5DHm91pRXq829O5mYvMPZ9r4SM4Ulnl7VMZb+ofvICK7c/Zuf395RkXuA008e8+NzJmpNFaJ/pnH0TBT1wiP5UpxHk0EHUdj5YXKvhb2jPXuObKNen+EEhvbgSnw834xSOoXWYtqtOKae/ic9OWLsCFatPcDOM8fIz02nMOc3QmIi7sM3JndvSVbSO47duIdVUAW+vaby/e4R3n2PY1x4eyrL8zGUlLBkgDvCVERFaRFatYKElCxs7X34o9LyILeSR0+eMnbLQ/YOq8H0BSt4HPuDP0WlLF27g5hPqRyIvIKNjQ1dOndEqbUg6t1Pkr6/pyg9lXwhp+LEFQYv3cia83cIH9SfknI9nVr48/TtZ0Z0CEaa/ZxGLRpiVpGDobKCsEBnXn96iZlvMHO3HsTaI4DL9uO4ceOfbjI3k01MuJXDr3eRWNdsyYGv+ZQbJdg4WmE0qlCr1Th7uFDdWUteUGeW7HlKud6HZ8WevDZvAZUGhs/aSm7lH74kZrP36AGsnSz4EPOV+GwjV57/ws2yCqNGhFBj3Apyzvai07g5XH38nGULNyJFws1XbzAB39KTabdlM7efJbJiZneWXo/GrXUv1p6/TIVBSqu+SbzOkPKtwsSM8dM48Dabp+/eMqhQzvv5K6jzpwQAY41/0nqlLpaYm6kYN6EnTh6WBHRbyKtrh/H1r07y52h0pfnMXXOC2dveYaZV0WzSDJ5+y0JncuLW0/cUGQOxsLQgJuUn797HU2xSM/3IOdbdTeCQuQODV1xjYv/pXM2Eu5eu0axeW4QQ5Eq0aC3siNh+lMLicm76lPE1JY/flt5IJDKMv+Nwd1Ph26AhvvXDqNtpBPHZzsxcvBYHc3MAGo3ZwJRtj/CtUZPyPyW07z6KokpLmvSfjq17dRLi00hJzmX+3IncPeTLp8/vsTIDvcnAuJVTkQvQizRub96D0VRBzbbDadFpPh9eFHDk5DN6T57M0b+jkAnIzCvj4oUr3F10gGK3xkSOasnnYgesA9pi7xfKC6fV7Iw34GitJXzqaBbteY46F+qGtsfbswMfonPJ1lfh750LKa8sxaleMzZs2M/2L4/p2HEQcfmpSDAQGNSEQ19+EZNqpKC4iGr+wWw7eYXjLz8xrr4Lao2J/MICvHxcaDNqBicefMZWreFLUj5TFhwkYsoEuq44Qp0mTenUvw8bbzxh7fWn1K9VnZm7T3DpZRxBfbqx98lLuoZ3Ie1PDq3Siph9/Ap2PvXx6LESE1JKiitJKSrFaJQQPPguO+7G8LbYjFlHbjBpRyTleiP9BwymmqUS96re9Jq8gSnbz7E02Bn/sh8MXzaRlPh4Jhy+ibLOWLxq1GfDuUsIBI+iYtn98DWRJ3fwfnITvNxtKZL9+s9B9r9pcupmJRFr+vqKRe0UwtfVWTy/e1O42tuLB0rEcwXijQahKy0W65eNFoUFuWL1ib2iTbcQYXj2WmQEthQvn70UBoNBBHvbiaauCpFe9FsU+PqKbN0fMWzZK9GnVZDoNfGs+JqvFyENagmp1FxobVVCY60QUrlEvM8uF7XqNRQvM0tEmw7txJdvKSJ8RR+x5+Q4MWhQX3H6coSYOqClmD+mjWg9eLJ48OiGSEnPEWXlRWLf1mni5KGpAhCT+ncTGpVW/Ig7Kz59OCY+fzomnBwchbOHk3B2dRbXrh4Uw4eMELE/XomJ47xF3IVVYs5kP/EiJFx83LdYvO02RQghxKLFE4QQQqR93Sy6dHIV/TqqhUqlEf7+dYWZxlzsXDpSHNs2RSzt2FBcvBIpzpzdJy5fPSHWLZ0jFsyaLGp6O4nPL1+J/Ow/QiKRiFlDawqpVCKiNncTNnbW4seNqWLa9EliyNABoltoc+Hr31HoX94REwc2FWP2PRKTd98QE/c9EKc2LhGVMa/Ex8sbxaIdW0XjGs5i9cSBYrRMKkRurpiuVIq8vDzx4cMHERUVJUKqSoWvt7kIdFcKKzOVUMkQHk4W4sHxdeLU1sViYPeqwt/HSQRXQ9jaugqZSilW9m0vxrXwFtNbOovRzV2Ev6e1mDA2XLg4mYsb5zaKWxfXiSuRs8WIm7mit89AEfHEKE6B6D7sL3FdIhHt/+oslq5eIQAxYcxAMX/WVOFiqRWRR7aLkQP/EqePTRHVAquJqoE+YmzXYPH10QFhNBaIlr16iIGj+4kW3QeLR7c3imr1G4hbESPEpSWTxPGD54SVzEbsONRX1GnQXEwb2FIkfn4qnBw8xcVZ40Ve/HNR+POlmHb4pThXP1gsGDNYPH5wXUgUVsK22l9CrrIXb+MSxIuY7wIQ3p6ews2zulgwpqcwmSrFkO7NhbWthbBxsRa2LjZi987B4sX7AyKv+G+x5y9z0TnQTuzpZi82zp8rnt95KsKqW4lxDeTiypJAYWfnKRRqK+Hl4iQctBpxqrGbqOKkEofr2ot2XcLFzPHzRN/+Q8SWFV1FTPRu4evrIVaMbiR2zu0o3r57KVq1aS1SUn+JjYsWih0rl4hDWzYLCQhvByvh5Wwlnr+4IkasfShUHs3Eju2bRLuwADFpdB/x8Vuy8LTWCJlMJmoH+IhTWweIirIU4erlJ5o3qC08PNyEYskJcXxBhGh85o2Y16uGaNeippgf0VncnDVS1HW3F3sHB4g6VcyFSqUQcitfIZEqRMSw6qJatWqidqMWommPwUI14bbYPDVMmI+LEn/yC4VWay5KKypFcEg94eobIGwsHYShrFBYWGqEqbRAaK00wtHTTljZW4rBk3qKodM6iVHzuwjf2nVE1z4DRW17tXh676Iws3QWHw4uFF5OjuLTxevC2VIlGnjaiiB7mRjTubsYOnicGNSzr/DwsBFzhjUSq6aHCIlEImr4OokaLmbizuUNoqqXg3h4e6cY3LuumDdnnHBxcBJrjj8QNmqluJKQ8z+a1dZUKMSY4X8JJy8nMbFvF9EmNEz06thOXNi/XHhWdRQLe/mLkAZO4uPXHwIQLVxUYqKTWnT8a6oIb9VANGk+TGQY9eLpyV1CGE2iQaOGonZgkAis1Ujk5GaITk29RGZm4n/c5PS/ipBNwNzBc3F1CkGKlMLHN5AKcFw1DZc1g5AqpLx8+YxugZ5kZqVxZ+dGZnZtzxtzOamjmsO3mzzYN47jM8cgE1qS83+TO7cLrdrUwFwpYVxYIwZWu8bzL0ncXjoaTAIlgvXtO4EBqttLWTuxN+eXTiSouwevju5iYvslqC3N8dNaUiYkpP9IwkdiRuXbWzy+f5DH+zdgMplQJn2hhkQHwLKRfTDXmKHRmFH+IJp3Vx+glanY08efC5Hb8KhRl1rSEozx36lXvTpo7HBxVSJXm5GeX4lhSCCvPz2nqb0bd5/fQGLjwaywGdhYWFJtjAedAuQM29sbTzcX6pi7Y+Fkz4mjh/GUSzFo3HAqT+LzrVOM7TeQaycOMbBLSyQSCTM7jmPDmEE0Hb2NW+vG8P5TLiqPxgyrYcv7b4lMsc1HX/QHEFgqpSx0ykWrkHNx535SYt6Q8DyWC7t2EmJnyY1r15DIFETvW4WQSHj48CFv3rzhy5cvSJwCiZw3jex8PZvmj2PxlAEYTHK8zZTkPbuBQqZlfo8w5k+ciVwh4eGKqXi1asuRZ8k0b9CGo8+yKDLKqGEqYcfGzciVCmQf3rJ+zUE0ZmpmDPSnotxIhQQG+fhRKgSPH76jk8c/dYA7u6toZlHAz59R2Ng70LO2H22b92T78gHs6RpEfnEF0TcesXpQX8aPa868elWpLMmmerUurO4dgsOQCZQlJVBHWsr1FRNJSC9kWb9mxOSaCGjchusbVrLkVgyK8FGoYh6yIuAPboZKBoU2wMfVjRALGVFr+2AylLB9+kCuz+oIwIu1/cn7o8BGq+XGjTPkpKVSKRWcWTKZAA9HervVweL1Z4Z1W46lVk9HPy+cHY1kpqdT/PMhNlYemFtKCKvWhksRjTi7czVbe/bm2K51/A7MYfOojuRXyNBqtQS5SCkoLCM7Lgfx9TeZmVkkxn+jqKgIZ2dnRjevRl5SDAq5gvbupViUpCGAPfNnYK1U8/7ibbrav+Lyur+wsLOhe/POOKvk1Av0YkYbd168jiElLQ1pkoyJncL4dHE/bX3rMGpkD46bx+BpqyDu1ik6uHvTPcwPbVkOkc/fMrNTcyadjKd+YBDnFo3Awt6BL/f2Ma7HHMqMevaMC6Hw3SWEmQ2eQkalnQsCI2+n+aKQypgSbMvRkS3wD2mNRGrkzu7ZeHZ9j5BCr1B3TAgU0Qm4xxdTXFJKQUkJq//ywSm0O0fWLWbx0M78tf42crmKn/dvUW5WSZ+QJkxt2RyJysRAfy0uapjRphqz+4+mbvXaqM0F9/efQCgkeAc2Z/2UcHp0mUKdet3w1ejp1qUxRgrYNWIAHx/eITElg0erJgJQhoTuAV6IXB15BTr61/cgJ+8PRw8fYFhDbzQdpjB++EQ+31sPyFi/YCIte4D148Psnj4WU4UOd4UV/ElCptTiozbn1qGDjOgYjlRmYsmIIUjFfw6z/xUgF8lUPLez4q7BkjKpFX/feIqlgzc5C7dgP2YHYuJQateuTe+Z2+jYqQsX0pMJXbOWJvPaMPjQTbqcNOHnaEPEgQtUqpXU6h1BRVwCpxUBPNg+ktwlR9i//iQxB6bTbdEWZDIFR2bPJkWqwlqlpU+fWfzcl0719LocW/SQeYcj6dq2HR+vCKKT3rFkxnMWnj7L9pcFZFcoObrvA2siz1FpAiG3oPOCs0gkEmYt3IjJBOkZX+h/KpHpB6KRa2DupRSGD5vOqoHDqdqjH1mW3ryNKebOq3iypStZGtqKyQfOk59lokXLvsj8mtK9RwTtuy7l8K9Mrn62oo1PdybZ9mRFs1kkvf3G/Z9yZAYTiQm5hE9byuzxw3EKHUmS0pOLNx/TY/Q89hy8SLtWHei2ciM3s+Q4ejfl+PlbrDtzH31+Amm5JcR+juZzzYZM3/6Ox0kCpVrB7Vt3STy1EZlvDcas2okmKIBFy4+itzBj8ugZhC7eSYFjLapGrOT169ecPHmSdevWkVuko+f2W8jtqmJmEOw9fZ8lCxax/VEKko4LQKLiReovHiaosLa25lxcLBYWlgQE1ea7dSMa+AfQoNMy8srLaBTaCoVCRVD/caSVWvyKIqMAACAASURBVDIy+ijCXIlSV0almQ3Ljl8iTSLDoAyg/8xLACw4/I6lVz9Sp8kAfAObUpCrQ21mzvi5Jxi0Pwp/X1d8+07jzK9Y1q2+zsSbcRSVFnH60k1aj1lMYJ26BExYxg+lDc69RhD1t5y+i9bz5MlLBnUII+rNC6aH1yKvvJTDt75jHDuXuZVJmNdrzsgZ40lQaxmwehcJt45hp6wkOuefJpRZGTlIZBryFTLiPn/CzsEMuUTCjCNnKZJqyJSa0W35cTLSk4lzCMeySVPuJbjgWLUq5YUxOFvokQ5fwMZjZyn5bYEi9zfhx84wb/NRbj7To7D05XdxCXZGPTlKN25eO41fi9E8/BSLAg3uPp1Qqc2QSqUMXXWE0I5DkUmNtJh5hKVbdwEwdv0m2o3dxYkrtxi+N4+Iy1qaNGiMydkVp+Rkficeo1TuRkHyBS5/TSRD7UDEnvf49ZhATDms23EB/wA5xf4NsX18FVnrHuQUy6iwcGPd6at4h0/GSq4k6f0bGkSsR19moHbnMRT8/oPEaOLT9yx6Do9AZuXCgme5BL0cTbmujM/JiRiMlfQemo1r0l4+P79FabmUofMPIiRGGofu4edvcxAaxmzYiIN3FdYPnYis2MjgEatoFP0KxYAzbLtbhADMzV2pPn4yLT2tOPD0KTXr1+VXUha9F+3g0I3zNK1Xhfm7DlJUYqBMB9qatZCVy6nQFbJwyyXSfmfzd7QbWSVFVBg9GdCqPWWhnRnauSe1AmsQMns7AFora/6OTqPuim1Ep8QSNGACXapYcvtdJqdefMcrO43BEUtwaTwOMNJhwXEmXXHkjtSKiroDSU7+QrUqVbhx8wH9gmuwcvliRs8eTXl+PPMelrPw1Md/CtT/h+O/OmVRzdtTHNq1hUuRezn7pZRgj0qioqUYjUaenZtJ8/CNvLl/GFN5PigtGTC6LxKpnHK34fypzED3MpLEz4/p2HsZPTs14G3CJ+5fPENxKQTVr0lRbjlOzlasbZfK/nseTFm/B/eio4SOOMD9Q9NxbjqHuB+fcfP0xcXFjZ5hQVyK+kpa/DuWTxvIzHUHiGgTRomDPb+LjNRtvgODUFKQ94sTB/swatgI9h/ZxebpvTn8vIJt3UNYe/UGKrkUk9wCZ2crPnz+QfO2PVi2aiVrFs/lcUwyLsWJuAe359rZo2i0Csp0ejZtXM+oPu2J/PsRyZHTSTA68f13JVYaAxX5RoQWtHX8eLjvKm5N/bl+6g6Ht8xlyP+h7S2/qtC7tu1jBd0tDYJIiYqIAZioqNjdAda2W7fdioqdyDbRbXeLnYAISighCtLdLGCt3/vhesfz4fl0X2Pcz98wxzjGHGOe8zj/2syY6ZNw8e5IDwMdMjSN0JFLeXn9Gml//iBFYOVgw/xuzuQWVuM+fBJ/SsrRQsqW8BS0m+7w/vMvdHWllBZk08LWAU8rVzbMG82Ww/8yf81SPrx9x+LVa/HyMmXj6sVs2B6OpZkLvQM6EfcmhoWjO2HeyZtPD6MZsfgAaZ/fcO1MBBpSJWV1Srzca3j5RQcLA1BrNGH30d0MHj6NibOmYGZmRl1dHQZmJvi3ljJ63gnu7JrE48evOHk3Dj2rlswd0YvbMelE37uNRAJvzx9g9e0CSuIv4uHZgchbV/l3TSgPf1UxctBgvn9NJONlLDF5vzDS1mDfzok8jnpLzqc0/P+ew/FDZ6nWakBVq4Gutg6lfwrp0cUMtRbtMapJR8feldwf+VSgzu5D++nexoXIm3dZsPA5186M5VdRBXnxb+g/eQoxFw9z5+VDOrd3pWeQHx/S9XF3cKFR3Ri7uo/sfxzNq4+vmTK4L4nfy+nYbxL3L+/m+/cSXr36hEqlwsrUlJ7+fagthjffbtHKqSsHDs5n+ap/ePXqKpKKHLSs3akqL0ZWXkytmi5pr09hbuSJReA4Lj6I4+aVW1QU1eDUogpL1xYMbutNyLJFOLdxZ/rceVhaOgBSBrTzZs60WTSp9MmtSMWi/hd9xk5l5aY9bFo/g4P7Ili57CgPonZg4TKBgyeW/Z+ilOf/LCP5yzd+pkq4mPETaVUOCg1tfGy1eZVaiQwNaqsrUZeBm0rFyiHWaA7fxbMP8Rw9+h9XR3VFMV7u9iT+yOHCg0csnDiVqAfRtGnlyqZ5w1l/9B7d/HdgZvuYkj9B/Hi2BR3bWuR1ejz5+oljq2ayY+dElh/MorurNsOGynkdrcSoopgM1Fm88xDWrUypzKijSQJ6+ursXTSCPXsvYepoxeMVTvysUNBa/ouOh3UZ0K8Nr1+k0X7oDMoqyqkqK8a3lRmp7x/RdfAYzDOj6CNrwdaw13zQ1qe5pQYHD53HOG4qQ7b8JLNS4OsfSFVpPjpGJnRwsuf21VsMHTOMzlrFxNfnsGlDGH9HZHHrzC4mz9tMZtJN3r77hF2eAokAIRPEqxrp1toRJ3srKoaFErNqKk0Swe/CGi6vDmHMjtP07tIJf1cv6ktS2HP/w/9+ykKpVPIgYh9XX35GU00fP0MDHj89iUqqgV5NPmEhLZFKwKDyGzJU9OzRn09njtCx8h+UH0+RuiIQQ2N35vZ1Zumy+dw+8y9HJ3qiJpMwe1IoW0e4oVVfy+5TagS0dmb5ihDq61TcnDsVCXA2fB2Kzy8Rjf+R288bPw4hBKsXDSNkzH8cq34dnJjepz9axdU4FO7jyuQC4t89pa6ykqU9egISAv3b0ctDyqxjZ5nZqyNBnvbIdPSYEWTDrbBZDBvcD/VPu1nVQ0Hpzy8c27qBz6/vAXB19UhkctDT06H6eRxaGppUaliwOGQRKlUj2ob6PNm5FD0Lc5TJRahVFOLs6Yy+rj7DO3RAR1eHdUN9Ce7mTrW2MePcbPn+4gGJRzdyaao3h6Z0RdkoGBs4hGtfc3B0dET17A0dvd14ejaUfcMHcf9NPKNCFvDz9Wt2bl2Lo30zmtUVeDrV8vH1LS5t+5vFCxYihGBl9440NzcjQcahJWOolYBGbh4OtQJbby8ebJuDlyoHDZmUE0tGIq1v5nmcDg8XTMXRrgVFDQ04N8HapSsxNjbm8OHDCCFw+ZlD1dtUSvOySUz+yZpx7Wluqkcqk+Mg0UGpVNLaQI3oa7uZtOs8Ei13Xi6bxB/dwbS2N8fNqSPVD57x/uhatLOTMNFQx8CgFhfNJhoVEODjjkSmxoc7j/lneDDGJurMmHOK8JAh3AxfxKV7KYT168K4PsPISMmglYkpreW19OvbjwML/vMAgbIO84YqNDQ0KMn+Qdadc6i79cbF2hVXdR927XtIfdFPPly/xKLxfakoVhBgao9SUkMHXUeKfuaxdlUE2yePYUGQH506daAp7QsAP7LSGNNWHaEAoWqkU2MzKkUzIikBacYPGpvqMDEy5taSUGysrairasbIyAChbOLp2buMIReVmpTc7x9Y6mLJqm3rObZqNvblxUhkUvrZafDn2n+0jYG+HRg6KggddT2GefpQVl3G0eU9+PbsKlNnTcXCTJMeLXQZGtyO21cPEvvPaq4dWYmxni5BBupMmeFBXVUFJ+YP4tSCYfyqlhN7eg8G+ur0bq/DmeV9iWtowsbOA80vVxk+bARPt05k/doQftV2ZdOMPrRxd+LplfVc3xrKhR0LyUpPo5OONr++f6GFKor9QweiVCrRECo+hK+jrqiZ1y9ucnbNFj4df0PK29sYVJegbFaQGPsWoWbM2ctP8WhlzM0pk1ACexZ0x07RiKq5GF0tHfp17UWjqpSUNEPufXfHztaJ0a09sGtliVULc6a3NaS/rZJPN67T3akl5enfUDWpqG7Tn+G7OtB9RGtWD5nAX6GjGL4ziy3jZxFoA9XleewLGU5dYR7fU+J4c2wj35NjsB5/gOX9eiKRamCkp0t3C2OMdPVY2c6O2qIiKjXkzJg3iG3b5yKRSHgSsZX54/8TYDizfCzhc0aiapZQllWAoIn53Zxw1Kvkxe8//zdK/3eAjFAR/T2HsvJqjAzK0R4yidnzZ2GiWcusNbs49LABO3trGtXsiXlxny8xX2i28+PT70Y8TA1os+027XtMYdO5l/h0Go6pkYSIT/XIZFIcHZwIWHgKBxst7FCy8VY0C7p0oqFO8CGniGOHbnP81nuiv32n/6CJ+Pl1Yemxc1iaGrEx/DEv375FU92I0MMv2Hs/kbvfMrn9tYjpcyORKEsI27WFHyZ+7Nq0Gc+hS8nIb8DeypzI16mou/gxolUx2/75QNCqo1haWnIm04xGr6Vc3LeX/Xfu09LZDX0ddcxd2nA0xJ39+09wPvMex48c5WW5A4W6htib6fE1oYj8vGR+JOSiMmxFRKyUD7c+M+evUPDswfYNW7mdoEWxxIF3MZ/5/CWW1Nxi5kY95Vq+KVna3li2MCFk3wUMDLRJyshBx0aX8mrBn6pSChvKaMrLIeXNXRoaynHULubd1xIuv4xlUMgm0nLq6TplMXWNTXi4+eI1bw+uLu0REvheY0P7Ll155hiAzoS15OaUcjY2h8Fbo5AAjtN3cOfOOZrU9Un+Fc/Hn800CPiVlcKxS2epqKjAycmJ/v37U9criBVvK5BKpWw/eYN2oWdRU1OjvNqKmy9jif8myKhWsn/HCQryfhNzcyFTD54i/uZCEs90ZPPK3ZgpNXBw78SFH5XsurOLmJQKFm0/wpzlkcw/dp0EOahVVSFZtpXgvjOYPd6DV/GfeflHwpRp/fmhUONw7Bf6dnCgqjKfuZuPUl/dRHZpLmNGjsTeqog2g6dTUVHByfux1LkNYFLoX+i2aETYaLN0yUDCwi8Sfv4K9rq6uAyZilabkaiQMffMRzZuOoxCoWDU+j002dlxNGwFf37nItPSoEkh41NuERt37sPQBJY9jkPboIaxyxaj3c6K7j5dUUMdsf4xv8sq6Bc6F4uOPdHWVicx5hhh76JpyHiEs3sHXKesIOdnOe6BA5m87i+6egXQf+5uvup2oodfT5Zt3cCyRVOobmygxHMAO3afZuP5dG7GKsgt1kCvMR3HQeORV31mxLilKEw8CT/7ik07jhJd+pVjJ69jYKpFiaYhgycvo4+dKf4hq6iuFRz9N5N+y28yf24Y697mMvfoPSJPRdBp2QnWTJ/F2P4GfFUfgVSpYMrcC9x7/ILOwZP4a/Zs1j1K4K85c1H38KXDzJVI1FKw7erG2IPXMQ3wx9HWB9FtIJHZEhpRsvKfm0hlcp4mVuMUNBiVXI249HqGRkShApZeec/ilUFsOvWZXLkRTZ3G86fBkW0PM6gbfJIn0e/oMHsHV669ZNmEkcirG5m14TCevbpx4N5rsqoEyx47kZT4jh57a6kuqURDC3orrElXaFFe38jTEg2mBHnz6NUNpNSTkJTF9JM/iU+rpaZBRc/NqdTodGVSvy6cuv+QRqmEU+++sHdid0yc9Ok+72/WXn6CSqbB91IFmu29ad+kzy2FH4n6/TkWGUV2YSFh+6N4mZxAeqMTMXFZ/wVj/4uUhZeXlxgW4CRWrd0gZgzxFrfObxINldlCU1NTdOvoJOTqasLUpKvw8Z8m/IIPCDszPRG1IVQolY3CzttHWNjYCkAYGeuK2aN9xL2oy2LshD7C07WVeHrzmNC31hU7t24S3Qd2EJuWTBX9J8wSxw7tE9cP7BVL7c3E65d3haebg4h+ekV0tNAT91dMFT1bWYhAX19xeO8i8T4uTowf5SHcXfTE88fnhZXXZOHUYaCwbxsiPt65IPzbOYtW7R2Eh4OzMNTRFof3rhG7tq8UKxZNEoBQiSbx11/TxZWjE8TNY2PE+ZNLREV9rXj+8LEQQghzDYnQk8mFrlwqXK2kQqXKFkk3/xaz9fSEIvm+mD/ZX5yKPC72LA4RLX38xcydx4StvYmYsSdCjPOzF24d/IRLp37i2qw24tuh3gIQa9YvFcejTonJPbyEhZGOcLMyFKdXzRFL1i4SUh1jMbhvf/F2/xpRVVooJDbDRHu7gWLziq2id69+Iv3BSSGXS8WZc4fF6u17xIVzR4QENWFibCjmzZ8tbIwNha6aVACideuB4tWGNuJM61biw6unYuLg/uLf48vE1Yu7xN5V3cSRSyfFyqVTxcv0JHHQ3k3c3B4oZvX9z7xcLLWEk72ZeL+3r5gW0FokX5wupv41XPz+kylmLp4revu2EjHn1gt1g3Zi14ZQ4e/lKFbMHS0kEonQRCKQSsSIoB5iYk9XoaapK3aduyQCPS1E/L8HRNSy/iIixE7k5f8WLa11xPBANzFxa7gYMLC9GDyos6gsLRZf7t8TQgixYHZn0cPLTCwc7yL+5CeJXdPbi9VH5or09HRx7NgxkZKSIk4t6imWTBkmZgT5iK8p90X7tg7i6bkwcfqfXaJHO3Nx6+oxkfAjQbi2thNhc3qIS/+cFBYWZuL0sSOip397oaupISYtdRXWFuYiNumVuHH7jPDzNBMfP38QyycPEPtWBQg/dwdR8OeFSHq0X+xcMVAYGRkJvzathZmFsdi7ZbaQSCTiS0KMaOkyQ+zd/pdo5TJGPLp6SlyKPCBOHtgoQE1oaWuIuzOHCST/ufZvWLtXrN97SqzfcVA0VTwWJ0LcxMX9o4VUhujmoilkGlLRt1M3MXvsKGFiYiZ0NbWEobapsNDTFzlJr4Sjsa6IiXsvdNS1RcW9s0JLTV0s7O0iXh2aJ8YP7ixUqkoRNHC0+BR/Uwzr6SPa2pqI58f3if1RrcSBCy7i8KUO4uzFy8LJ1VMY6BkKmVxduLi1E0F9OoqurVoKV1sXsWbhSLFs1hAxaFBvESSVChdNmRgulYtVSIWVob6YI5GKzt7OYlTvVmJyUBfhZmogNu66JPQ0dUXIgTjhF9BdLDn2SRQUlorevq4iIy9fXDoWLjycjcX6FVuEgaGp6DhgonDuOU2YmhsIiUQmOgWMETpGLsLA0l8cOHxe2Fp5iosPHogbMVliqGcP8SIhW3x8uVyM6dRKzB3cTmxa0le4muuIswcmi3N3z4hW9iaihY2Z2Ll1jvC2UBPn5nsIfUuZWB/cS6jJ5ELRVCp2LQoSs/46JiZPGynex14TgLDUMxa2ZrbCt+sg4d3BTZy5GCkmL90qxi1ZK2oLH4mMrFzRu3s3UVpSJOQyRNdOlsLS3ky0tLYR+Q8Pisy7EUIq0xA6OjpCrqnz/yplIWWabz+mTwnl4YdKirLU2L56AwB+rS2xMDVi2ygfFva1IrtGizM7lpNbUkTowB74qBVxam4/QEL4tL40uS/lzo+LBHu7smBmIMUFJeyYPhBbaSOFhQasGjQMXzdLKkrK0FRKaWwGDW0jxvq70dG3IwI1Otp60aASlDdUYd3QzNH1c3n/PJno1ROwbtURA0khAS3rkUpV1OZnMaNvIA6SJmZ2asPeLh2ob2rGriyDxB8pAMTdPI5mViIp6Yno5STz74kzjJnUm4RHN/l191+KFIKhvdsjEbBx9iBiTu5j7urtuAzT+P9F7A6cPR7B5IAeKFXNGGgKru5aj6a6Jm3sjDDVN0FbQwtTM3N+VrkAUF1eRe3vRJLTsoga2A1dTTkvqqoZ6OHGmNHDycyr5ebNm9wOX420XsmBRf35Gh+Lkyjg89P7uDmYM23aAvj2ChN9HbS19Fk5YhD/nDrHrW1bSN+2HQDTxlREmT2BxzdyY/dsBjhpoKOjh31DNfbaTqSl/sZRWUlpSRFRvwsJHrqSWsV/mq1ndGvDjW2zkWjo8le/oUilUFRYQtTGdVTXFjLeqwVZ7xMI3HWLXz+zmDcqiAd3o9Ey0OPjpSVY6svI/fUVw5oyVNThkvWZoW17kxL3mS2RT7BvN5z7RSrmT+vN+9LlPDpzik3j+1JaUsD1y/vRLqlg4ZwRPPkQS0t9gbtPADNH9YZmQ4wra1AoFHz58oXKykpUCHq6u1PTXE1FVSWdWpiy/vAJtNWkDHZzQiqV8uzQEa5vWIBMosbzO7cI62mESqWkk4McTwc9ytNMmdrDhqzM7zSV/mRW955kZKVQWVPOu1f5dG3jQUVFBV/jM5A3mOIpb2bzrAkMUpOirq7Op/CNqFRK9LVNcJeoIZEagQYY11ahVCr5u1t7sg6uI+Xbb6z0bcmM2M2uHevQMtSju4s6a1aFYd9QTGtLc+RqMNq/C672Rji1kLN89hyalA1oyCDl6Ho09XWJPHCClFMbMakto30bBz4nFyCVSLmXUktDlQTysvFw7IeXppyO7QeS/SuLlSFTefstAX16kn3KEnWZL0IoCPJw4sDa+Rya1ocbmycycvhgIpf8xay2dqhpgaSmBipKkaoEs0OnIxPNqEkEt7ZPQiJgRYgt60f1Ry/7G0iUuGn8QIICNamc+T1syLoyjyZFIxvmzWD2qCHsOnKQE+tm4eLpReeWcGBGBxBynoevI/biAWqqizi72Ie+fsZolb3hZsRKdKqrOLNzFfXNZXy6tQt9Ay3mTA/h1IMf3H1TwsSgjpw5/RpjZQJxEdvoaCSjvryMy0f3Y2Bjyblln9GSN9PWYDsqhQpjXROOHpzKkjFT+fokHYCYF49x7Tmc6vo6Wuvp42dviaGunCW9PXh+OxYDfXU85ZUgpDQDp7cdp6VBJQYWRlQXNNFvyR42zx7K+21r8XO3+x8z9r866rVt11Y4aUiI+VNJR68eWBnKyK2o513yc5ZNGMGe85eZNXkJd29cQ+G8ksGtH3Lm/EN01CV4ejqT8PILfxS1WFjq4Odkw8aT1xky4gZNqDGsyw8kjfFY2bjS/toXWmxZSPnqPYypl9Daow0pce/58fsLCwf1QmdkIO+PJPL85S06dOxGWV0ljjYtaePdinXtm/mWmEnnrm1JbzWKK5eicHNvR+S+g0yeNJbNJ65hqKFAIpNx/94lfkWfY8GJCrJSz4M2GNq78yJiC4vXbSX2SzIXL91Dw7Izy+ZO50/iHfp3dmXuQH8Gb4pkS2hPDl55h7FbKFW5zxESGaZ6WpwY1pGJF56zrlgNPakWRfWVqK9qz4jzjgy0/Mqhsb4sOfOep/HRIDSob65HHfjzJw9ra0sUzYLI5VNZdfkFAV2nkJnwHMOWbYiPe8yddbPR4Ce7bn3D276OTzlqxHzNoKSgkKd3zjFn8XYi1sxh9II9NElV/MlORVdfj00TR5OZn034nq2smTmYPmPHY9HanQkLj/MtIQ5TE3O2nIwgcssWli+fRMaDJNbvX4iekx/6JrooFM1oqfS5fe8pwwYNpLS+FIlEgrqmBjQ3kf7zOy5OXkgaS8nKeERdo4y2XYbydMdogtfeoO+wETg6yCkvbOTalVe8io6mc0AAhpJavLyc6dW9AxMWhKMmVHx9uIVFYWeRyqQUFBiRkvoFVxcPyks0MTbSpr5OhbpJPidObGTq1NX09AvA2NiYwsJC6hu0KSirR1tay+3Lh7m4/2+c+gWy7fwz5vdzI+xKNIUJv/kaF0+nLr6oTe7B5uoMVmvb4ferkdSkVJYuGY6uuRc9egZxacsMfPqGEnHvLbvXTsbJzI1exvpseX6G4tJGWroG0Ktbd3R1tVEqBdMP6OHxw465Z26hLNIieMhQoh8/ZfLogRg0aICljNkLT6Gjq01y4hsG+fhw9mU2Hb1Nsey3EGVdBc/Cgjl/4TB/zdvDyTsPmTllJkHtWzBsxUfKP2/GxNSYwyfus2dAe1Y/TaG1rSGOltrci8nC3Nqe5poKmuXqGOlr8eb1O3r6d0KttoGff5rY/+AMRU8i2RR5lzZWOkT+cxubdl6UVtfR2taa5iY4EBHJ430rSGlyYWB3W4REl/j712luoYmiyZypU2bg+yaGHrdPccCzMzrLx5Pz4jbq7QO4c+U5h4/sZtrUWRQXl5CWkoxbm3aMnTYZ19p4bqUriY9NYuEQD07ffoeapiZnTm1A0VDHpuUbOHwnhZuvXlPz7g41JQXEFpgTcWIDl/cd5GttE2mxhTx4f55bkYc5eyIKv56deDlqN+EpMwj9p4K8nAQ8XezR1WwmLqOY2V467HqTy9RBPanxXorE2JqRn7Yh0zJg57U2pCj28TXjB5083SkpKEOlKqdJ2cixb+l8/PSNzEcPMWtKR0jlbN97HVcHfSQSiHn/Bksbayorq2nT3odr0SWEDjFGoEfM/Uj6TliOmZqMv4L9CVqxFSsrm//RUe+/c1lYtxD7lswlX1JLYaWEwY52eE4ay7g9j6g+PhXl1OM8XDsUSxNLyisK8XXvRH51NRfXTyazoh5jfWMyviRRKpcTm5BCRlY+DQoFDQ0K7j08zLBRy7Czsebz52R8e/bjyrXTxL86x8dH38lWWfP46hGWDvImQ9eTtNfRVNeVMGjwJPoHdaEhPok8AwO27Q+H5noqawRWHWYxv6eKw89UoPkEjXozvmX+wlzWTGlpKTvc7FAEeVJxJY48W1CWF1FdqULHVE6doTNqFalcilXHWLuK8lo9HJurGD3SB61bvwlTFWNgqs6w7r1op1OJhYsmJ098QOLTm/yUWBzatGPt2q3sWzKUxeG3uXn3GbE5Ku4dW4WLvQ3t3Azo8KeQRwatCerTgz1Hj9KtbUsevktm4IBgNozxI3jhburVm5k/si/3vqTiH7gBs+LbDB07mzvv3iEpSEJYtSEhMYl374sYMyaAiKOb2b9kAqlmXehgZszqeTNZOnYCCsVvnmdWs9lRxqH4FErVzYlYM4HOf+2luaGa2kpN1u3ez6fsfDaYpfPu6WO0HP14dPQ2y8K6My+lG5e2jefghhVkKirI/1bKr8ISPNzcGT/chkV/H+HBKSX/vtqBRtlnSpRmOKol0lxbg6GJKQ9K1bl+/S4jBw/m6f3H/7HRqVSMMoendRLKq1XoGOrTpGhi9IjRGFf95Gd2LiaWxvzKKwNFDcs2hXP18H4ca2S8rS2kRgVOLkZYtvYjPlcdufQjk7oM59XFnbzKAX1bGz5GHeGf23dQGnlSbq1O0sLtDN82fGuXRwAAIABJREFUF0VhBf9u3k2uXJN1m8IQUnVOP7hJakYGmfEfmDN6KEUV5Vx9MoE+vQ7j7e2Dk505NoZynp3+l+MfM+nYoRWju5th2GYR18J3oKMueJOhz7ekZ7h6DsbFtZmudhl8zZFgo+tCG0dd/hRUc/9jPNa2LTCsqcZvxHAycn4yKKgHf5o1aWFqQEZKPikPb6NS+4Nbh8l06B9K9qvzpCRd5/r9rwR2c6aDXRd23H/CiiUL6BQ4kIUjB3L0xiN6+7bj+OJQJG7utHD0xN3dndHjprF69d9EjgvCMbAL6tvu0v/uZm71W8uZDgYM7a5H5AMFd6KvMmbgMAqLapk9rAsvCpo4Nn80f606iFxHxbO3n1m5aBYR/0QyvGtX4goV2Jibs9WzB0dS7xMybysPY54xrUdnPpRWE9zbjwOzQlh08jSJ8amsnXuFnRET2L1tKyGDA/DycEZoOxMbfY8SZT0m9i5UJ3/BObAXZhbObN15hI4vn1PtYMS70lIKmmoYFeBPubEV9eev0GGqD1EPkunSoycKhZK7j98zbcN6gjs5E/3hI/fuxTOquxVtnVoxbvE21o/tg8rTjr3LIsh++5aAkJmYaFSyfuIEdpzeg0OfPbQpvMT1mtZM6m7A/G0XmBbcldKiStJ/Z5JbWErPgcNI/11IXdUvpvb0J09qTOGFg+w+fR6vkZO4O6M/oReiWTh3GNdiSpAocmmWmfLwwfP//ZSFEBCfnk9Seg7yr7EUfkmkrrqCkopKRgwdgI2+jBuPTzLe04oT65YwYXowI5efYPzaQxgIFQWfY4n+9B2NOpjZvy9ahgZELBqKm5UeeW9e8GrdNKoq65EAQ6yV6OpqkVTshKIsl+UTyli37R80VBISHt1n9bpgVo4fTLt2WjQ3NyMrykNDpk6vDs5MGDKQgf4BSJTNuOk3YaSjILhnazYNHoRUpk5gYCANDQ2keejTz6crSeZKHnzMYIK3DyUVzWipydgXGoyGRAYomTq0M0hUgIQevgMQQsKcKcH0dHNHKfnDgitxVKUr+GvjLIqL09k/exoDB4WQ9CGa9m6dQKKGupYxlbGnAFg6NYj8nHwCJtkztZcLdXfC6dqlBzsX/kVzo5LYdy9QKZqoKM7nyP7zDPDtzPgRC0BI+Z2WyLBJ49DQUEOzvgEdLU3Kf6Xjrf2diqxYdk4bTl1tE3KZCmsbSzZPnozSuRWOti1QK//DU4UUx9YeLPSzIjPjFzun9Cd8wyrUNGTMGOCLvrEZ6hraNBs7cCjyMkpVEyVZTTQ3KVA0KqkqaoDf1VRXVRG+egG/MpKoqVZwfGkoXafLmTxlAAM7dySvoIpHH3PQ0LFEx9iI/N/5nJkxCAN9XT79s4pxA4Px9hvPvQoJc0YPAGDLjIF0crWl9E8NPcyqmOipRXs9c4bZ6yKaJcjlmmycOZFue7dT3QQzR07k9otMXF2NCWzZTHsHN9RSn9PKwZvrm0IwbKjg6cFD+Hf1p6myAI3rD7lWksaf/DqSXjxCUyJlzcRuPLudzOtvtahKU3HTrqAgL5txfi68fB9LTY4v0zzcMSgpwzA/B9mfOlYsCcXB1pLVA8eQm/kLPV1tiooKic+tw8jMlegjO5DLG5EJJTZyXVSqZmzsLRnq352S8joWLvBhVA8Hug62JS4hhnVTZ6GvbYi/0Cbv3Sd0ijNooatCDTn6ZVl8f7QBbfUakr4kcWzVKFLj0zAz0mBx3yAun4/izqPX9GxpxduYrwzo7se9T7GcOXKMHTsPcmj9DJIzk1GGhTFk1gya1bXRkgm+/yhEQyJhaHd/JM221Nc1oMxI5O+BbQEoz6/kxaWTTA1/T0j/jtTVSkjJ/M2Erh5c3PI3nbt2wcvajFpZC1bHfKe7dxv8g4eRX1nLzZuPePvwEerq6rR2bouiSYFS2Yyfw0dkKtDQcqChTlBVV8epvTvoKpHioWdNTFwMfv5dqK+txdpMh5NhW7jhEICenYSQ/i4EjZrPuM7e6Jq1xMZMznC/9ihqG1Az7sHooACQaPA4+iYGP9OpKExnfFcj3j55g0WnEbTWFXz/8AZL/QqCx03lzsO75Bb8Jr+ggJryClq10sXesS0uzu5oaumSlviTVaGT2L59P5KK35hKmikra2DFqD7smTuLwsIGRgf2pSCnkOhqCc/vXKWFjgG/fxWwrl8Aew7fQyqV42tqyLzx8/7HjP2vNmRLM0Nxet86KqvrmDh/O3cePcCiopAyEzkGqmZ6DRrHhVtnuRN+hO4TpjFjySF+pyVSmJVOv5HBtLCwQFVehbaeDC1NHbzadOL06cNoaesR1tmVlMIq8stquZKVjVzbhNVrN/DipzZJNpNZowrhxL0feBaXofDrztePz4i+f4cBg4diaeWAZlYKZVYt6eiqzpHz7zCzcSJ0WmscHRVMnnACY+c+hJy7xtH+XZk7K4Tly5djZW7BjzeR9J28nVifOdSWKziXGgVzR3F47zbmL1nPtc9SAq3/cOBcLDY6aUi1LVBK5Swc6YKxjR1SuT57Dt/k4cXlNDRJ2XFek9C2RRx6ncSxTXN5fXk7rsN34B/Qk4K8HKQyKS6tA9DT0aakrghNA2NO5mbSsGsu4efikcpVPHlwnXs7Q9h4M4UzW0Oprqlj6Jy1rFu/GW1NwbSQBbh5eTM22IOLD5OppBe5cTuoLa/CprU9V6/eYNy4Mdz591/sXDqSmfKSTYuXsmi4P7ue/EKtQXD1wTOG9OqK3NEdNTUpLd092bZ6Hn39x5CX/pTEb1/wauuLXEcHVVMzErmMC6NmsDb2DWkpqfTpE8Dc0CEcOnCCF1/TCQvpzukHiZhbe3Dl9jWGDRhCdm4m8bExzB/qz5DVkbw+EMLfF2Mpa6hHU13CoOA5fIu/zYwxA9h38l8MjY1oaGykm3c//Hx0uXbnBd3cjfD0asnQvn1Zcew1eyJPMWvEREpb9GaHZz27Si3RLXnCzeufWL51J0eXziLiYiT3t02lSWjh5OLFgAVr0fg9m5i0XggHNw5dfk5RegJGLVrx/MYxAr39CZ22k1Fz+rJh5zlW+DejralN+9D1FD7JRZoLhQWFZJs9QGJoQNvOg6jMz+bp2dNE3LmIvNme2LTfWOjI2bDjCH0C+6OmIefgnglce/KJ/k5w7mMd0WGzWf9PDL8rSrG1aUlGxnfyMn+z/vhtdi4Yi5aeios3r9O7WwCdHQ1JzqukWNWK/h3NSah2Qv1bJAo9Gfq6hqh0TdGSNPPvtnl8rTcHocGlqLPEJ2ewdEAbwu/FYmVnh0xTA++afF7UaLAz4gJbV6yhp04hhxJ+IK9XoOu0AlEnRUdHh9wfqzkQ9jfTZq3l/v1zXHuVzaKZk/Br3+4/lWB/EknPrkNbW5sufgMp/XSJYauOkp7wgZ79B5OR/JncomKG+A3mbeonfn2PRyJTQ6lU8ik2hkePE+nV0430rykc/2iE5Mdhcn4lU5BTxPH5Izke95vAwL58+vSOxJQUZHrGuBpa8eLdc1SikgC/VvwuLKdONPNo4Wj6LgtnVu821BiYI9OyJvNHMlFP0zh+ZDEhs3dxyd+Ch7qOiJg3mBfr8lTaSKdmSOjWnytRUYydPI4xvX1J2rIGuZCz7EcWmsoSFm88jpfUE6923zFu4U5p2FlQSAlv7UnkwTDae9gzdupsrGq/EziomREzPoBMhhZKykqrOTV/GO+PPaDB0g5jmS4dxusxctOL//0NWUNXn8IvL9Fp2Y7kzIvsWruAs2+ucufMI+q+fcC1pQvBPYO5n/yL8WNGY6pTRsrVzYybPowQbyO6WUhYPmU4bl5t2bZ6LAmZnzA2NkLHuAVmM2YyevNm+uzcQl5dJS8OLmKKVQWy5iY6XffkVkYnJgR3wH+EH78SnzO4qpzDi2bSoVdboi6e5adEcODgblxbdWDpxF70GJiFoVF3Lt9QJ+XWa9pbyEhYPobN6zewNWwfUTs34uQeRNiGA5QrSpim+kCYWRxf7apIqzAl7twJFi9bjH7evzTW5zOuuw4Wjq3ZOGEwHp5O3Hz8DXupJid3HSA/vwaNWnt6DApD8Xkr1hTxNfoZJ24ksu54DEv2PsPRyhpXRzfmzZuHRSsrpvvZ08KoBifymVOdR78Jy1k+tC1BTl/YtnwmDhUZeBpVY+HeltWRN7C21Of353T0y8roEhBE5o9KatPSycn8yQTbDywa25dFPp1ooWXEtlXTubHPlzbeXVk/0RfvTv35IzNm2/U43r9/Rb/RvekzbDAD5s+jjZkcfVU1d+5sJcDdFnVFHDEf3uDg1REzZz9efvvD2+TfvE39w8bMlxQnvMe9fRte3r5GzNsbPHr+kfRntxjWthcvPydjFLySnSP8sR69gXaos3jKJBykLuiqxeDm40EfD1euRexmxvghxL64hq7jBpy0dJg2cTGBbs50cmmFcWMh+w5fYqCLA4evx7Bg620MfSdRUZ2Ng6UZfYd3xMAsgnU3HyFV7ePvBd0YvbonlhVR6FhZcv3gFh4XmZCjbYippR3h+9ZSWxuAYc0P7p77B82C70SvbouqIpmIs1FUlpfz8NYqKopq+PBoJ5v/fcHFh7FY6Jti1duZHstb0uydx959r9gdupy5c20wtfagvKCK5x/zqDPz5+7uSZh2mkh8qRHvzvzFOR93GjXNebN9C09+aSMzGE98iS71dlMJXrKN5G/xDF29i237t7N11Qi2HdjC0dk9ULyP4k1MKpbG9sQkZuOp9RM3SQnvbyyltPNxPuzejMQ3Es3CMg4uns2LH/V0af0L/4ZnXNzfj5ycQv58T0XTdQKDJwzjyur59N4RzrJlo9k9P4gh3ZqIbjQjNNCPJbPHMrfzBfaNycSgajkbt89GpmFCYL/WvPxwh/qYu+R2mU2j0oYVGzdh7+hNOw9X5s0KxUC3Aaljd1ra2FJdlomvaTlfYmKJfRXF2H4KtOuSMNFX52X4ctxbm+Bq68CdiHX4+wWiJkkjRBVGoGkNZy/sIWrzBFqNGkJ6+g9+345ETduYKVOHcGjbTMb3/Zt3j6/h5NyepNjfuMjKyfhSgHrf1QwP6oH38lv49wplaPcBdA4IwthIQl3sPUylCqL11Pia8hn3yb1YkZvI7l2rONJUStchoahlR+E/dC67Ivbic3gzOwoqCA4exYzV97hy/gRjlnpz9OwTdO1bMTs3FesNM7l1Zie1hcncCPVnT8g+lix5zJKNMdy4/4iOHdoQHnGcgW5yGvRt0Rhqi4GbCQNCfHjyuuF/zNj/CshyuYy8rEo0NDT5mSajsrIBpJosXLac1NQEFNlZlFVWsKyrOVKJjCFdXDgY/YKhwf259DQFteoGPn79in9bSxJi/2PY8vN2wsvHCnUtU1KSE3E01adJ2UDKl1j2nr+JVColq6wKqVxCA9pY1VpQXFyMtKmKdjb2dDz7GDcXZ1waqtFQE3yOeUV9fhPrh3yg1/D+bF88mcS0Xwzy9SA9JY3S11d5d2QP2RUl2BkmoiFTMq1XW+qrq9Cqa+BluoJ9q0cTtv88jY2N+Hc2w6hCoGgUIGmml1cXGuprUDU2YWDiSUa9LipRT05GKVJZE+YGGlQmZtCkaiL31XmOTh+Fs5GgtqmBnf38SElOI/Xjc8wMNSjLymOSX1eMzQ2QSCRYOFgT9aYCTU114n/l0s9Ym0fhp6iL+cSWscNZuXc5tRra+LdMZ4KfC17dAnDT0iUpuwCaZKRpgbaWAkUpXLhYzrH5wfi0tEfZ3Ii5VQdChnVGALYlWczoZMU/vzXIykwj6vK/jO09hkC3FiT9zCfxWwyXd67FWrec23s2MbazIxFLxiGqK3mxYSSO8mrepWVSk5PHp68JrF7xN0cuPSGwbXuUTRJkei2pKFNwJy2bFi2NqWmu40JkBEZ6ehRSiKReQYCTNUnPw9CVpqGsKUBPV5sN06dRX6vEMuweewa1JzcrFZUEciI2UVZWyr6Ayazu35MGoURdXU4bdQ2WtZxOUPBaBpQ7c+dtKtWV1fTtNgAdXSPuP04gMeMXubll1OVp00LLFmsbGzatWkZWpYTmpkYuH9nNjCkjeZuWQ1HWUwz1TXn/KZGCwhy0dWRUVVXSWlLN8nU7OXs3CiuJFqf/7QzAg0+fARVFVbkcOnYBwz9H6dPZDCOVMdNS4qgbtpzYhC+EzxmFrjSf9G8fiUvIwc3Rmq9fnuPubIOhoSmLAz1ZsXojxV/i2HX8EghByMjJGJho093JmVZ2LXFwdMd3TijlDcVIft7DHDkZ3zMJ8OuCmoYesbE5oKZLx6GLUWmboK4up7msiANXbpD9Ox416lk3biAz5ixhQhczfLt0o0lI2PTPb9Cy5+P3RhK+vkPfSI/oJ2nY5krp72KN2qH9bJjijJVDK2pqaiguLubt27cYGBkz2keGWlU2Bka2fP9Vj0SloL5WwdHtUew/dIGZs6dQrKZPR2NN5g8ewbyBE1AryCRl11mSkospycpDQyrnR0YWIGXPkUjG9uuIZUtnutiaoJn3A4dMS9Ij4ujjZcrWKQG0snLAVPM/r+4qoYmrtQF1ddUkvH5NVVUVVTVK5LVG1MvkPP9SyBhXBy6dfklhSSEGUi3u379EjVZLcj7eRCrVxN3UmIYPL8lJek1W+ie6GT8F4OvNa0RdvYyugR7NjU08ev2G+JeveH/2BC7DplPebM/NO0F0cdelubmZ5NevUDQquZhYRUVFAWM33MXOQs69j2lYGf0/agzJ+plDnd9wRg0eyZY9b8nML8O53ThqaxvZffI192LSqSv+Be2HETHZm9ffS3D07syZ01HotPSmUibHxcUMIaoYMG0lspJsdi6149alYLbtu0GuVnf2X4jF3coVs97B5MTnoxJN6Gmq0ddJzsuL1zHpaoqWypD2sYnYdvHG9O0Hvmck8dfIHqgk6kiFkh81pfx79hAvjoVx9fYzStJieRufSOrH2zRmlzPhzEO6zYpk0bxtxFcaEZcpp3XrVnxU2bN42RK8fXoxbEsEvj69OX31B+fjk3j5JY2CP40sunwXY1MjSqtqKZcpqKySYmhgzsi/16Bormfo/kjyTYy58vUzbi62OAwZSaBlLuVlVay8Gc3vnxVIJIISu/asC52ItjUsnj4GIQQx5c3UClPCDp5maMRHVj1KwvTVKzbL7clrruTmw38x8zKm+9lf3Hn/Eks1UwZNn0C53IajD97gbNqaGZsf4+KoTfCaZ/Ro405lTRW9A7rh5KRL9ylbABnyLkNpsHSmc0E0kZcecvv2C7qb6uLn04Orm9bw97qdfM/Nx9HWjMFL1zIwqBeXyntR/SsJv+03iEmIo7m5keHLDlNXp+B+cgmpH9NJLSln50hHqquLCRvtgEcXF+zb+eC7IhTXVu6oL7jFo2xXFm7YxZLwc7j2mo+eKoadD9Pxi7/NtL2nMDFSx1FbB6PjbwhdvwOpgBv1eliZW9J26yIWbtiFhVIH6pTcySngm6YLJ88/ZtHZkyR8k6BvaMxPDVNqm5T0CQwmLxUeR79j+qlLKK0dkX34zI7w3Zx8lENxPkzwd2XDodMoFBKU7UJZuOcUcqkuTQY+FBTWMGdsEGEPvjBpZCB/h4wnWiFhdj99mquzWXPyHp7t25H58RI3kwrp7upAUWUjUmttisprKKisYsw3JQnffvD3NEP6LtrM27ujWDe2P/vPRdGyhSnD+3lT6tAHBzsbnuNFhcyAfQcOcCfrKRHH99A5s5Q55++hrWdK9no3xoU/QJsvbI46yJO0OoyN9Qgafxy3dZfoPHwfnrIH+E2YTi/zV7xOTsXax4Njh68ze04Yx14l0bnnFOzszdl86DLacglqmib4TZuHnp4FUafi+PkzDyEEa64+YcmlT3Qf2ZIV4+YxbWgQ8+fPZ9asWUyZMgVlkwYh++4zfcVaapokIJFhYGRM7JWTXP1ayq/kl2wIi0K7lSdn46p4nv8HnUETMe/QFZ2xnegwZyHabR1Zt3wGbUcO5lv8ewb270vA9rvs2rmJJj09KszaUdupglG31xMR/QlTa2PCHqXi4euNQZovdnYO1OQuxN7TG/tRS0hNTUVLU439n39hYW1JZXkDKx8moTI14GdOBROPnWLvof1MbtxKtdcUru2fyIiFc6l06UBCYTZHzj1CZj8egDqnNrj4DmbooPGoGdsQfu0xnfv2wX/mCq796cbbhPGombrw4Gs/WhisYtCUPoj0HxgYOXDs2hs+f3zJlRfpVBVVceT1j/8xY+X/DZBb2mkhzc3g+WJ7pt5+RKC3IZ20y9m4/zQm3X1ZsW0FfX07421lTiqjCHJSYpqWTIceQ1k+oT+puT+ZPXM5fb2tyXj0hhsvPjEiYBi9fB4grXjO8i4j6Xl+K0s37eVRpTOWO6O4PicQkfkGiXMQLcz1sFVrYP6ZaCa4OJOdlU1e/EHGbHcj7m0ePvnPiIuTcW3LUAYvjWBmXzPGatcipPa8lApe3b3NweQ0gtsqmBVozoPIMM6FL0Ri4oy3fyeczXV5WqzNSD8famKO424loZWFBQH2HlxJL2TcvFCu/r2Y9pMX8iNBia+HPdNH+KFbnIWOgxsJsR/wd/bm9eEvPNvsi/YCE+5FHKC0LhFHwzpuf8iiVtVIwonFCHklD1VNtExIJU5dl7Ye7uxaexBVowat++/EyMiI7iOOc9E8hTOHj2MRWcCO40tpnXWZu5efopwZzI79B5CYG1NYJefSghE8rdGgTwcdDi+tZI9tCe7h1+jf1prsknysresYPiyA7vf/5uHhQ+Qr6zGqLKO1hxnNdSo+nplAdWoj885c5cSZ4xwL30dmfjG7Zo2mofQn/vKvVPaejkl2EsoqBUlJP2gsSeP8/Uv8yf7G+ms7uTJ2LdZ2pryK3IaLmx3DBvfDpiiJxIJs9h17Rp2ZCYZmcmTfZWyZMZD3WSXMHTkAv7FLKbu5lKTZx5ncvgMLfDVIvr2eGjMtRrqb02PMGJ7dOc+gaVO4dGExUocxrBpzjiazsxj4e7Fyxljiz4Rx+VMSu48fYoajMTflNf8fbW8ZXsWytWvfUzPj7sRIgAQSPASH4O7u7u4LX7jDwt0dgjsEh5CQQEhwEkKUuMv0+n6wD2u/8p2z93XeU7/6Gv3U6OqS0V1P1ahBv+p+WPmYs3nKONLTMxA5n2k+ogmHV9/i4ICGhDvX4rNJAIG+GbQcNJaFHWug1Wi4fWgJhsRk5o1cx+m1C4jeOo8Dj97SpktzvC1csTdPRmHlRe6bW5h7WDDNXsqqdVc4dXUztfRbSf4owdtnHa9HnOHDlaOIohKW3yilWnocW/fHMWfTejwK01EZ1Hh4VcHZw5+yonzmzu7FbWkvbm1ZQrzWgsKCWJKyf3J63iQmHL3E06ePidk2nSqjVrJh7RQ6Ortx+UUMRhs5y4a1w8nXnhbaF2g/PMAv6zlNxl1DFbWeJYsW0aBOHSzVBSRllXFl3SQuzO5OzVF/cnLrIkp+PKRxdQPJBb7cv/ocAC97a/JKdXyLi+Tc4ZUoTq9m88HXXF8yGnc7E3QfC/DLecGG/Q+xl+fhZaFh0vyZlFo78vhodVJMvSnKW0X2q6vMbOKH1lWKU9o5poxuwh+rjlNUcBFvLzdu3rnL8vF9WLT1JAEeG9g7qwftZhzg4bUI0iIe0XHOek7tPsPlU8c4EtOaGg6P+Rb1FdPGpazocZ2HTktZtakT47rVYtSidSRorhDy8yhttv5FhzmfyZujYUPYOZ6e3MK03jVZeSiew0m3WbqmFqEyPY5ZP+lbtwpRvWeTtXEK904fZefWmRB3hz5uULN/U9QZxcgqeRBctwpjx4yh6HUsy26849HiSlhUb4av3XqqmmyhzZABlCxYQdieJSxasZkXKVk0aVKTgqjYf9nG/nuOIeU6it6956ONJUatgQbmzpgHBmL2I5MpfXowa/ZavifGk56ZQvqn91y49QBZqeDpo0egVaMQIEWwfs5kuvfoDoDKzoICjTsuplLePn6DhcSEgdUdcL28japlT5FKazO871xMTGugM+qI/JpBHc9yGtUJZtDcOdz/6x5bVo9kqlUJ5WpPDNrvxLx7xZbetQgOqUxasSWfAx15l2OKsigPgG85BdhbyJmzYSdvo99yK+wsFeVGFg1rS3ANZ9LKBD6WjtRtUpPUHDWXnnygdbu2bNu+m/DPOYwdfAKJTIbhi54L977RZe48pBVqpq7aTIVEgvrPcdQ7cZVD577iaGePo60l/t42RB2YwrsrZ5GUaTGmxsLbOJTlUrR5GoRExuxGUtpXzqOoNJkHf8zAoNai0xvpVasytYN9WTCoMeqcPMy+n8TUREYlI6T/+IFRXUJWXDYJkRHEF5TQyd2EYxfP4K0oJbO0FGVpLo2+fWOany397nynqpng0bMIkiVGlo0eyvThvSnXSsiVCk6uaIelhRM+ZjK2ThnOuxwT6juHMGnEFJaF+mBaKYghPRrQpO9gXjwMp1MNfyQSCZ8+5SORSBACysrNUKv1uFo6k5iYzrQZG6jp7oi++AOGvFiGBrszd1cYi/p25OCZG5zYMIeZz5MZ1rs5GboiMEoxkVvgrJBQqDNSX6fj9J8rOLtjP9H33jF78UyU6WE4mBp4+yQMiaaQyCevuHL1OnKDjh7jxzF/5UZ2PXjLtUsxVG7TlGUDuvAjs4B5267gJFOj1utRSCXIbCwwVwqsVFJ+5mTSLMiH9+nFJJRX8ODBDdY9z8HZtypZBhWp5cX4VzYjM6sAgHvXb+Lk5sWTNA/Cr9zgVqQFZpaOVHX1wWAsJdhbxsvoT8gCW3Dn/GKOrNtEcfIb9GZSwt9G8j7xPSZKGDaoCyX5mcQWVXB+xWK0+gpmhTaieT1vAALq1qE4OxOdzkBRhQKDQc+3qLfceB7BnKlzsDCzwNJgBsUa7EzAMikPlVTg4upBVq4aN3c33ryN4tBfGzh17SJePq58e/sJK0cGAAAgAElEQVQrukpY5EtmDp6FicqZ1KQkXjz7NWUv0ur5c0I/ot8mkltWjqe5M+OGduHmzat8/ZaJiVLGx2/pvHv7kRSfGdx5GMWjRx/RIUFqlGFEYJRLyS/RcuRxBK5+ldm1ZgdCGBnevxP3jq2kRaMATBQmWFlZolAocLS2IDk1Ep3eyLnLp8DUFP+q3nyMeY6viQxbOyNTZi5h77QugJTcIiWWVlaYmFvy6FY8kU+fcGtdR8wM5gRUqYncxJXEQlMWTJ5CmuNYol+8pX37INBriXgVi9Ggw2X9YW4/foemsi/OjjacW7YAV2d7SpPT+VpmIOfyQ+rXUmJSKqFCOGOS/o3YNz/QG/JJzTUyQn2cgxumUpz9ibTX11k5uC33736jmo85zk6VmDJkBA42lv+6kf13XKdNlGZi56KJIsC9rgi7dlmMHDNOnDh3Sui0QtzevVbsOHxevDq/XRgMQqS8fyaOX48RR27GiCMjuop5s0eIuWP7CUC069BWxLyOFRpNgRg5doY4e+mOaNawhejh4iUa1Gog5izfLuxrzhKbd+8Tg7o1F/XrNRRV/OqLek26i3krt4rqDdqJNSt3i7P7jojpUxeJsvJyUVhaIhybLxMBAVXE8VF9xc0arURQYH0xx81OeHv7ipUhoaJOk+kCEDExSeLOwycisE4nkVOgEdWrNhFKE6mYObihcHOUilbNmglhEGJg18Gikour8HJ1F66OTqKaN+L1EzuRFDNVVPULECvrtxeO9k5CKkXY2zuKSu4B4p/TnpmDRMbdI+LAnDri7O1IkZXzWryOeSr2zukgXh9eIpwdnYT61V3h4WYnCr+/EzUqOwthLBZ+VX1Fi4kDhad3JVGh0YlydYkQQoh6tX2EUikXATWtRcfO7cT4AY3F4qWLhKWVgzg1vYewt3cXgXUDRY06/qJNl1Dxev8CUa4TYnyHmqJjkx7CafBTcXZCC5GaUSF27toqegR5C3cPP+Fg5yFcXV2Fq7ubcHd3F9UC6osWrXqKleu3ih07t4qNx16LbRcSxLIJvYRXFV+x5+Jtkfzzuzj/rlAgUwlXFw/xPSlVuLl6Cit7J1Gpsrdw8fAW3x8cFjWqO4uQEFfRrKabCL/9XJy/FiGC6wYKUysHcXDTJmFn7yWC6zUS3Ud2FJ2Hthd9q/gKkIonlzcJo1EtmjZqL4KCGok1S+aI65sbiuIfr4SZvVIEBweJ0Ob1Re26QeLCzZ9i5qxz4sCFSBH3/L74Ehctzq/8Q3h7eYhtK2eLoT1bidSnO8WMKxrxav9UYaKSie1b1wk7B1sR4F9FfP6QICpX9hbHzx4TFVqNqObfQARWDxbdbCqJdk2biY5tW4nGtWqIRUunippBNcWJbW0EIP5YtU3Y+zQR3bp2Eg8jE0RJdr4Y1qmuWD60lxjWvZ7wcnMWry/sFjWq1xXzJ3YR1lb2wtm3rrB0ryTkLs7i6PUw8fDGBfEhPkIM6tFd3H10R4wYOUYEBQaLurUaiAvTxwuFqYeQKtyEW505wt7WTpQW5wk7G0fxaP0cobK0Etb2TmJuk1CRP3StuFW9jYhfOUqMn7VI1G0zUBwcGyhOz6wvDkzwF4F16wqdQS+69Okndu5eKnLSU4QEqbC1lopHT8NF67oeon2/I8LBwlkAws7WWbi7VxHLlqwWK+aPEUemDxKHdm0QCrlcmFo4i+DgEJGUqxc1a9QUzp02iS/x70TM+zSxb+cOUcXZWXg6ughzc1MxvGcTcX7pKGFiohIvHl4UtmZyodGUC0u7msJgMIia9buIBT0bC6+qrUVo00qiaX0PkZmRKsY29BHrB7YTT8LvivYh1cT0QW3Foj9PikqOLmLP7p0CEO/fRwt3Vzfx+u1HcXXjRBF1+7gwGAzifthp4eDqKCpXDxQelasKL18/MaqVj/D3chLzBwYLb3tnEXn/uahWqbJo0q6tSHwfLSpVDRBb1swS5eVqUZr+Xlyc01GsGxAibEeMEk6ONsLb20tMP3FNuHr6CBt7C2FnLxPmlipRydNB+Af4iOa+biKwprcIrNVM1K0TIuxt3YWPdxURf+OIOLRuyf8b12lrO0vGzF7OlmFy0p9tol9VB/acK6ZT20aoDCYsmT6Ml/dvMLtLIEsujmXt9G4c3jQbm+5TMCkox9zekXsRdykvyOLJ5+8cWjyZzrYpnNm9Cp0C9j+5gFYuwcfPnDtzLclKieb0zQiW9qiDQZeGU8Idutr95HOuimu3bmFWmseR4/toMvY8SRe3YmZqxvv3XzAGBtLp/X1SUj7TZkInigvz+eJYyugm6VRq1IVhQ9qxf8sijs0aw5ETR3GsbEVIkCvBVVrSv28dAq0zMaZHMGeAC3P/3MjxxaNxcbck5nMqB/cFsflADKUlmSy8eRD/QA/ClrflwoZObNtQhfoNqnFi/Xwa1fGh5wBnmnQaTbMBe1BkveD5xuUsmTOETK0vq088Z9H0nnSct5hxI0MpKTTj2JzenDh7j6KMNPYMaEP6z2zmjB1Gwdc43Cq5kPFTx9MtK/Fx7cD33Hhm9B/MsavbiU/4iatffT4mpBAXHUelnAzuXQun/ti1RF89SssRc4hPesXdageYeC6OZcPqUBp1lcC61bGXV+BkL8Hf2RwLrZ47q9bSwq+Eg0P9qWpXgDIrkkdbBjK4lRnxWSquz+3H+K6O+LpWITT3Bi5SPR26tCR8/3xUTVfhbVnC9XkjMTHksvNOLFK9HTEx2Yzo0hcfdQSeVmdAkcK0/p0YM2cOCyd2RCgLuXX8AQeWbiRk/GT6dmjCh3tvGdK6NsHNarB0bE/adRnCuvMSwrdvJsjRjWfPXjOrXUNevXzN2iX9aOj2ml1rp7Ny2wJMM2P5bino2H0cYaevEli7JZ4tpjJatpMfmXKuX77M++sn+J74FVuh5suxyfyx8hEOSZeIv72WwT0as61TPYY0rMH9Fy/YMGswbz8lEv05nGH1g1h2ogILK186lsdjoXAgKvYdJo8PkJnwkaJKY+jUtAXKqvPoO2gopaX5dOnWgR/xHzn1x2S292rH3eOHuXtgP9XtnHn58DpOLj4cPHGcnOsjKY29zqIuThwYWJnadnouH1/JxY2DObe2CRP8DTzZvYUBoZ4EjurL6ZmD+JERRa9BIfR4uZk5aS8JWnKY4Y6FvHlwhht5DtRtNYFbiWbYFqYhT7yP9Mdrgup3JO1rLEc6jcFEYYpD2Q/C36TiqLvOsK51ATi5eS0NGnrx4cUtyJVjUbc5uldviTm0liEdgtk7qSnFp8ZRx9uE93vbkR91DA+LTKbMnMW2P6bxOjaKzVvWsXbYQArcg/h6YT/Gd/fZuWo1rZs24ugQP1QmFnTtVJfAQBecHQoJDQkm/MYR7t46zpnv+RyMfk/vYeNp3sgLIdJYvWwIj67s5MrVM3T2c0ATH0GdEBeGD2xLcO2mDJmykKcxyUSeOMOeA89I/6Hm/KLBSNUFDFtzgRk1nQkctp0d9y3RZEZRM9iNQB83yjNSkKZ/4vzxfaRcO0n/kaOIs2vD829lDHLxpry8hOy8DOIOH6dLm9bUCvDDQaYi/MIxUFdw8eASFi+bia25DQrdO1Y3lmJQ/6RG1Uoo48OpWvDtX7ax/5ZBNjcUETZrBEfCExi3+Dw/UpJ5ETaBiFfRFJdXIBMSUn1N8bFV4urkQpcBY2jmpSDi5R2Ox6kJzE+lkld9QutWxdNSxaGw25hI4P3LSEDCzROnEejw9qpDfmoeNx6+wtxUSiVHe+RyJfdNG/ItPhW/vCfk52ZxL/wB9naumBTlISkuoUned7YemMK32Les27OUkytGcvPbr6n0qShbsgpL+ClryPWb4aSXDSU+2JXEtG+M3LQUJVq0Bglv4lIpKcrk/r13XLxwnaQfSSShYsqAACxMPelW3QtLi0ps3roVQ2k6lTzqIvU3UFCgRaPL5tXzR3xL/ckfGgML1v2gf+8pSAs0NOrSh8dJJUTGFXP/eQT2Fg68if1Gh3rONK5qR+u2X1HpzFi6YR8vYt8T8/oFJ9eMIiYP+vUZQFBAAAE1/Dlw7Ah6YwldfOz59CwBMyxYPrYrOYnZGPVaJBIJQ5s3BCSo9To+f4mnUaNGyORyktKy6Nq2FWeef+fak1iS38XSqWk1ilJSuf3kM62aNOZ+3F2MrgGUKpypsKvFqj038fW1p3mtIMIuneLE7S8YlHUwSIxcPv2QbL2Rgf178+5NCtv7S0jJg5hnX6niH8CFsxdYMXYoMpmUxMQ0zl25h5O8OYUpajytfh2hqs/LpV/1CiYNqIdPYAP+/HMBteuHoFRYI6eCqtWqoS/P5+qpbbiJFKJi32JiaUlJaT7FPzIoKCggpGlDXp54Se8+bQkIasyB3Wd4cDucFQvaUy50TJo+nJTEOPYcPs/4LWeo3yAEWydzLCysGDx1Ki8SK3ByciYntxRrDz/8ouJ4nv6DDyUlqKQK9K5+6HQaOroP5Gv0S7QGQXnJT+Jzc6koL8BoMJKakc/K2TMwMTGlJDOJwsICigsLOXc+HL2ugq9J+Uht9GR6enHmrY6jO1ajq1BjpdOwb8kcikoq2PUgG7XEGs/T0Zw7GEazPdfpOWgU395+Ze6S5dgOGYXaWMJPXQnlFVpKsgvp26AXObmZTOvbnVpVfwVILVGqAFjUpRln9m4m4nM2/cdP4/ifW4hMLODKsGVMWTiHeU+PkVmgQ6P8tQugR/tQQjt3ASA14QtJmdl8KNCw4fB+du89RKahnFojVxFcK4Axey7zNiGNisIystO+8vn+W8oryjAajWg0OlJSk3n3Qc/2PedxdrDlzJYdPHzxkSZVPLFzq0d+yg9Gt3Qn4vYlrJxkGAXcuXOP75GnaVpDTcMaAQRXc0Nj0JOfU4hfnUoAGC1d6TWkG2bOViz8Yz7jO/bkR1ouX78lINFXoC83Yi6sqB/kyGhZISk6U0I87JncswcXn35gweiO5OZs4/Tpq/h6mGIsKycu/hlShYz1kxby7WcqCfHRyL69oIavA4G169LMxw6ZRIFjxSvKK9Kp5+9ObqGOhNhX2GFN9JNw9AW56DOKKMhVEhdbQWhIfdJzsnjzMZ8NkZn/so39txxDTE1NRc+ePZFIJGSkx/L06Rc69GrBrbCH/y2+prM1KQondAU/KSsr/S/3G9ZzRoGExB9ZONp5s2j/U3Y9mkPktocIbSF9+3UiNe8T5uYqfD1M2bE58nfe3qFDUbpUJjn+JC/fJwESpAiM/PKoAwis7ENIiBM+rg1ZvGXbPz1Z+svz7n/36hLJL9fEf0qWdZZh8e0oFSYluFf2o1P75pw/foHTu1fyNvoJt/Yc41aW/r9RJUWtzqGstBRdWRYWZmriXjykUfflvzG6siC8mi7C1d2FmBstf8ujI6/g4uDCoSP3eH1rKxKJQKGUcCmi4DemQTU7PqWWoDHI0Gq0SCTidzjy32Xgf/+6/5yWz+rKzotxOFhKGNO/Pe/SdJw4n8OC4AecidOj1cPPfB0IKRKM/9ArBYlAJv37G28wGH5fC2FgxKIx7F2xD1O58h/1IuFX//vlEfnfpXbtumFnXcrjiER0pSZIJAYOXa5P95bnfmP8nSwortBgqpDRa+EODqyfQ+3g+jy+/RDE/2pK8bsW7l47gUplwoWz19h5+OR/eaantwfuzk6Uaco5c+wcCoUKmUxQrVo1kIBEgGv16ihMJEgUChL+adEmpElVDEYN86fOpO+gGf+k9T+HjfivrXHy7Dl0Oh1Pju1DLoN7ccmk/kz5hZRIcXZ1Qyr9FRAiNysdIX5pdfdwonHDmuQVlJH//TPBvpW4+ymHH6l/G4J/bv92QV6YBLVhUj0bOs7eAggkSDA1tUSjLkVIpLi4eOHk7kns60e/deQX5VFWomfn2YUY9fn8SNSyeNYSagU0/I1ZOLwfLm2+0aBTOUOCCjA115NfWEZ6jua/bd//UCP/GG9Xdy2j99I3GLRlrJxejZjnV/n46SfXn4eR/eMxWQX59Ol/6j/klSLBKJFgb2eNEcCoRzgoKS9SozRTYaFR0rtrA3btv4a3pyedGnhia+/O6n1nf+v4mpBJWWkJGq2Ohg2q/x/L+7+SubkpZlYWqCRSzCxtGDduHGlpaWzduvWfYf/zjiFVqlRBo9GwZs0aevt6c23jDD58+oqnlw0fb62mXsMtWFub0b9ldfoP6E2hhT3ZW2dRpZItprY2WJjLqVG9Nu6OVkwePpjUn0W0ql8bg8KWpKxMLqwYxqkZhzG3cOf1hX20btkUSwcdV3cfx9EYwJCx83i1509mLtpNdmkBq7pW5XtGLvXqBDF/RChtWvciN/srkfv6cWhBAG3nXODa/XQOXLnDnAGduLhkAjsmTcfZ0Rp/P0eqdVrB/fMH8K0awtLFM3i2czwxh2bTv3MdHm5fyvo1vakX6MzPiMvs3rCc8jIZV1Y2RymTUl6ip7u7C8gEWZnpdPP1RSmRk3WrJwlb56HXGmhbpy7qilJa1KzLs4FdiN8+GQlmrJs0nrZ9N+Lj4cTnB+dwdVAxbZoXb/ZlM6vHWw6/7M37q5f5+PEjZ89Hc/mvddja5lBWbk7f1u0IjyvnyJEjHO3XikOHDlFSCq8uHKN6zSZc3zGccxM6MXtsa9y9Hbi7ZT6Xsz8ye24f4m7+yZ59Mzl37zF9xs/Gt1p1Ns3twKqjM+jrHMTacd0ZEdCMtiM3M69FAKfO3ESth3F+5mye5UhoaC9ebNmCiYkJ3bYlErl4OLaDnuBmIqE07xIDAqwAiHt8AoyC/m3diA67R0z4MbYuXkhHB39kRjXW1uYsG9Qanb6CER2asmZUB+Z192NJr6osGduQ3tMzeLl3FgqVCgddAT1aNUSqy0WjKeXy+s5YWKkYN2A4a2cPwXPYEEor9Gwc1xWJXMmpVdOJPriALx+jGdjVm/CjC+nc1JbIpI9c2reP4pIcxq94zd1738hI/8iL8wtpWrcSEqQsH9WRDx9iUChkOKqzGFTTDZVKyfqlq1CamtG9noLwy4uxd1EiUUmZN2oABgR3HkbRpm4gvTuGUtW/MpcWzMVg0PH85m7eb/+Dh2FbmTBuAI+PH2DMqD442TtTEvMYo9HIqXN7+LJ7JB/jbnJmz0ouHdpIo7ouvM8qpUZgTQYNG83l7etptjUUa0cXru3fxczpw+gfaEnEqhZIJNCvVydGNGmJt6kZBokV4wf3Ib9Qi0aj4fHh3RiNRvr1aMmWyZNo0b8mzg1a4G9r5EyihnFjuxC2YSTbD2ymppMpfzapyswutVgzrAOmeR/YvH4pMcvH8vljBC2atuT0unkEedTl1cso/NNl7O07E5WJBTm3N7Ns+SIsNHKCpKvIvTEehbyYB5sOEHVqMR0bDiA39iaDhi1i9tgepH96hEwRiKu1Nadn9kAulWEw6IlYO5RXz9/z6ewAovb1orS0mF4tKjOqvxffoj8QeeETheFFdOhQj6zwLXRq5oV7JSeyb+9hwbB2bN0ymwdrp9OmZWMkMtg0cTg6jY7Mnz+ZN3QiSAQz+7Zg5JBB9Bg9hXV/DOHRhoEsnxSKrZ0FTZo2w97RggMjaxF9bQtGoxFPdwcmDw7lU5ZgzqCm+Ltb0C2gOqn3rrFxeBt8vCrxZP8upozvT0hICI0aNaKwsJBOrYI4uLQLU4b2+Jdt7L8dMSQtLY2MjAyOn3/MhXNXqcgysnx4fY4du8OFVU+pKC3nR56W8ooKzG1t2HTiGG8/JXPi4n16dWmMUpRzfH84m3ftprRCSo3KDqgszBndNxi1uoi7++fhbF9OSVoer548AqOajNhYpBIV9vZeGDRGbBzsKdPKeRR+D3Nbb+KycslOzMRQ353x07bxIF6HzMyBM392YUiXxmg0WrKyCympUNOpjjdjpg+jtoclZbFhjJ+8k3FKS6pXq0Xitwp+utTlRbIDZbau7LkooeRHHgnRMRQWFmBVuJeoDxlUrloNnbaEZ8+eUVJcgVJlSkT4M5Bo+fb5EU/eRXLHoy355RoiVg/DxhR63P3M/ngVW1atonGLAE5u6YGblQMz9l2gsEjLxcs32LN+PV36HOLOwY7cvnUKJRKOnNxHob6YmXP3g9yId0AgpjIFKpWKE6/eIVcqCG7bG3WJlhmjO2HfdR65MgktJ//Flod3kcplGMogNrUrA6ZuJiHNFS8vD5YMdEZn0FOUkcXxiHCCQ0FWbMUPknndqSfpTvY8jUzAxMwa7GzQ6fXUadCQdzF3GVmzGpoyDfcfv2ZFNx1aSyvKrnzAvk5XZDIJFcm5bFvSnrvxEp69DCezqIjEhGzCLtyl2ejlRLy8h4ONGRIUzN93mHInXyTCSKFET53XGi5ucyX6WxHtA5vQZ+pMTp26QL/uwynVVKCyr8b8UedRu1eiXt1q+GlNKdbq0ZZAUm4x3rUdeHDuPfN7hqIt15L04B1KpYqxo8fxKSGBsTMWUJB+j2r2Fdx/U8LTZGvUKjcERuwcrNDp1NTwt6FLr66svh5H5IsPCGMioEVuqyDvbTqzJjQjSKUi/l0Ml52r82DeRNQ6LdNnLSfm1Ts+xL2lpY8vVjbWnDl/FQsLCx4+fkP0hxjMzMwYOro7L14/RSKR4F7Zh+iUMqSmjkgcAngcGU/yjwyyc4rISE8iOzeb72kp9N6RiBCChRvWcvvWXR5l2aAvdMcooJKHN+mZyYyct4bk3CIyv2Wi01dgMOiYtnoXQmIk/vsPijUV9G9WHVOFCXkZ6ZSo9Xx5/4WwB9Ho9GpMdBqGDepJq74LMZUaqBBSlq09RJpWRUBgU6QGLS/fxWNnZ0cN3+qU2/niVSeEFasWkpr6A4lCxZ7790iNj+Hc+Wu8Or2L5+EXkRblUqnoC0KjQS+F5EwtL06vp5q/G8VaHedTSula2YuA6rX549hT6lrm49K8H/GvnmNTfJ8Aeysy0otw9sph0cFHFPr34eTWufRddhaFtSd27s5cf/iEh6/fk1YgY82uE1h4uDGuXn20pSVIZb/+vLPzc5EAkzYcIvXLZyaOnYCFQse3tx85eD4aawslS9uF4GRnTa0Jq3kZk4FEImH73HG0blaT8twkIuK+ozQ4ok3JIz0+kWUnnlBcrib27SPMTM1RqVS8e/eOuLg46jXpQW52Oc/f/+sc8r9FWdg7WIq2XRuhKE7EN0LDLWcTFjbuxJS71yjKK+Pzh2wqucv+27wLD/8KKrhp4jTkQIVWgn9oDSya9aNKciSfXr9HLjNQXqGhbyNfDHo1eoOUsM9NKCnRsnXtYF6ubUNEuQydRMLa1X9Sr6o7NVsMI18jx6jXI1XIaTd6FqbJXykszSXq1WMmzphALQtzBv6x+XdZCgsLkSpNsTY3+Q+sxJMrF5HIZJToMrG3cWbt3igeXF6H1gA6I8wa1JA129bQse0IHsf9HZbFq7InYybP5OSRvZQVCwxGPUIINOpCJP/Qf2HvXIwI9h69T3FSHDKZlE4jFjF52ngkchMkkr+ntC1btqJB/aoU5JZy4OjfU+p7d+6j1eoBI+vWzyQlrRg3ByWvYlJ+Y66fnUTn/huJeriORZteYWLjgFwu5/qZMCQSkGFEp/vlyrln73aOHzzCqk2rKf3xEqVSiUajo8fIlb/17bqRi1Flh9wMOlm9xFSpRKlUkh3xgBGH77O9V2va7jiI0ihl9KiZ3D53jtg3j1AopGi1f9MQ9Rv3IDsjndz8BKIjH2GQGDEapRSnvWLj+oPIrDzIk9Yn+8t1TGXZqOQCncSE6OjPbH1agRACl+1dOfc5gVyDnuikDDytlPxUG1k5dw5CGDAaJaRlveLs9Xgy0/OZPLoNxtIysvNyCXvw96Dws1Wyfu9Gdu46xZu3CSiVcmQyBdHRrzDq9dQIqEJVawVfinSUav6moJ69ikUuwCCkqOQWWKjyUShljGkRjFwYkJsIbqf+3Z+at6xNj0rp7I2oYP3eU0iFAqFT06Nzr9+Y1q2CyC8uR12m4dOnNP4zuVS9igdLli9CJlXRb+CI3/L3YX8yfPYOysp0fMou/C2vZC7FydwURwcL2vcfzNVrN9Aa9PQd2J7rO28hVAIcZej18OL1D+zsnJBKf9FqZ2/fRi+MxF45wKq/9tO8tjdvPibRvn9nPn8to3YlW/Yfv0Tdti35a/UGKnQGjEKLlwNoCmMQRh21Gs3/XZbGIfX4kZKCmzyH6H+qlx6ThhJx7wneZoL4b9k42Tuh1hnJzEr/jenTuQaJP7LJTC7l4MQhjL/0kL7tg1GaSLHKukqPRVFYWZhhFAIv78q/85maqdBWqDH8J7NWXlbKz+wfODnaY9D/OpDMaDTi5OT0G+NtrcLX0pxcGbxLzvstHzDjLwZ1roNlRSJ6rZa8gp88+lGMQ3Y0GfatOLbuT8Q/hq+XVwAmsmwKSizovWgWhbl5tLTQMH7+uv95ykKpMsfT2hfbqoG8aujBwlaNWPboLtUc7Hm4cwZekw5iIoVbJxbh6+eOn4eKdvUrYWsiQV5awZkJ09BpJRxZO4md60aTr7RkQHIkGVnpuDmbMXVkLxLTc3CurGFA1344mHpSXCzhrwFK5i+7yrMyOec3TsFMAaPHrqXsbQJpb6/Sq38/zm6cgZmtN8tmDaRrrxYoavblr1E9CNWW8/3ba3ou3cei/rUBGN21A01CAnlx7RQ31k9hwfRRAGxcu4pxEycTe2kz3+8cwMTEnvyi87w9upbFk3vz5Xs66XHvUegKSE15y/YZvfn86TkGIehpqWbj/Ops2XOc2/s2s3T9QawsrOkT/KuzmBUVkZ/yk91ruuLtZMvykVORK8DDwZmO9QIoebiLs6um0jjID32hHcHOLvRuJyPs5V2WDK7Pxee3kcjANj8ZidTAz3xLHhzaRMHnLCY3CSDx9HZMVJZIpVKubtpGYX424XefMzaoCkYTUxas38eR2RPo3K0NMrmSh+umM3HCNIJcrOjWtaI++WcAACAASURBVB8qlYqCew/IfXEfO1cfip/sw9qxLdZ3JhK7oTGG+F0IIbhycDs6nY4dl55yb8s0/jp/HD/3aqxuVYOo++d5G/OQmLOLkUplxMdryLpzkNdRFzCk3yX5yzncrA3M7dOH/eMHojPoeHvnMnMG9SYhxYa2+ptYGHMZPnIyM3v1ZdToSQBUeTQNC3MVthZKOjZoQUVGOvW9rYi+d52r5hYEh/aiWWkxi9ZtwcPFlrCTvwJ0Ll65gz9X7yWkYWP2LmzN3tkDAQkGpRUuJbkkfvrI6Mb2LOvRkIKCXFq3bUNmbg5CLmfj2KbsnN+d3iP6cXtVX4ZOHkZwrQBeH9vFqAHdkZuY8OTsPtDp0JcbuX76HG/T4NCZcxwcM4iIixPQlmfTptN4LC1NmTJ2IqqEx6jL8mnWrBlHjx5l+vTpZGVn069RHZAIOjQIpHlND6pUD2L28J70blqPi3u3kR4bCQl36Nm/Nw+O7qJeLW8q8os5uGQ4ixdMZlCHNuya0wFhNOLgaMXcebPJKCpDKZEwd8QQ/Hy8ObD5HJtWLSQyKZuvX34wsV83AIoKs5naqRmDh42gXUh9BjdphKc+mzGhlYj8ksXgdlXx83LESVfK3tOXmN+jCknv3lGmraDG5wh0ugo0ZcUUJBpQq9WMDm3PqxsX6FynJkIUsH9GZyxqVKZLv5m8vXmW5h1GEnvvFX0befH6fR5VPZ05vHA47lZmeDipOH/s14+bp9GCTl6VqQDe6K2o7G6PUiElxNOH0nIVEomE79cPsXRsXwbPPM+aKZ1YNKkrUfcPkXxhEwZhxNJ9FklPLtLEy4r5oc2JO7KWCyuW4x/gR/G9X8cyrDt5gvAZYxFCMHhQY+bMHk7rNm1ZtGY1J/dt48KN65S/O86hjQuIjnmI6s5qzGwcsEHKkD5dOLdtFUYEPx5fx0SlwMlGS/yFfRi0uXhWC8by1hG++LT6l23sv2eQZQr8JAVUq9KYth0m8TzyHTNWbOX240jK1DIkFnb0qO3Cy49JNPfyJKdcRY7EnAKNoPThI6TSX46BEp2eyQsOcaxvawpLc3mrcKV5a39KsrJpGGRJToWKoVMXEjxxPZmp54n+lohCZqCWhSePX33nTaKGEjUs3rwHG59etKnfjoRPb5gracHPhExufZWTW1LC8gefWf8xg7CIRDQ2lXHyqwfAoZu3mNu6Ax8ehiFqtKJ/v4EAfPj4kcqudtxJb4zcthIlpbl8jlLi7mHNjpMPsBVmxF+6SvxPNe9j0zh4+TUREZ9I+ppI+NPH2AUtJiv9Ezt3baS8LB+j3kBVHz8UEiP5ltXILizk0pUn+P5UcPPhfTyq1GZQ2zZ8TUylSPjw+k0MTr7+GCsyEOpSjhzVoEVGQXYFBUYNUomBpxGPkcvlZGd84evnJKoGu/C2zIOYF1GYKBSkpWdw8/ET+k45w6BhowlLLcGsXMKWxVNJcAqknqUMg15LoUSBu4c3PqpyHoaZo66o4FpEHG6NWtKouiPPXsXTOTiHltNG0KNxCBJhRF0uKMgtp6S8nPLkd6w+84hkYY/CqCMpvZDYqDhASubHDExUchSEc+fpE0xkCt6lVNCifjDNqtlgY6Gk5vClCIORZYeekpObi7z0AW+SMjCYuLB14wreJSdy4fQ1JEBB1Em6pHZlbXw+QT2607RHW0xtPXhx4xQqCxVd2zRn771nbF61gBbd5/Ih5tfib2Kmmi9aBZ8+fMbK2pnFe88hQ0LfVnWYsvkQc/t3pEm3MdyI/oqXlzeJiYl07tyZetVseRT9nXLLGqhUKnLzi1EoFHgF1eFuQiw2PlUwUcmJe/cNK6dApHL46/Rp/Cwk2FgIEgv0aDLc+ZZWSEVBAUHVa4GQ8yU5FYlRS25uLhkZGdSoUYNioynVO/TEVGXK95Rc8nLU9O4+hCBzd7yslfi07En8+wgsHCtRyc2SL2k/kZiYMHh1GIWFcg7cLqTt2Jmo0YFEgqWDgqp+gXTr2ZIL9z+Ql5tPSUk5Rld/ot/HI5ErEHIlD778WvCbNH0OBaVqdDodZ27epZqvNfPORHD8nZ7QCavIfplIE29vCkuLWT5hLNc/C8yMGiR6I0WZqRgMEob0n8jTa2EYDEaKyuH965dEJ37hU0IONx++Jic+j1Z+2eQLGXYl4cS9fIaViZRLZ/fTqXEtVPoiDMYytm/bxPMn4QAIJxtupCeDzoB/0yBqv9GDRMuyjbuwDuhBbn4e/RZtoW/HUFTmZiiVKj5+/UR+/lfyS8sJruyGl006panfiMspY9bZ83z5mk/LybsY2CyIpLLsXz9h81dyLikRgNjYVGoENmTfhUeEnTnFm8gIVi9fw6h5OxmzcDl1GoQSkfiTTr1rcOXyFUavPM+3e4cBuPjwBXIhITm9nOunLmBnreDx4YM8SSvjbVH5v2xj/y3KoqqXj9i1dgP29o7U6xD6W37qSBgymUBhaU3vnm1/y9UJcZhIf3mpiB/tqJA4YB4a8X98Ttt2LamNhhdlevp19iEv9TsoZFy++RE0OtLztXSaVBsZEmxtHQit3R+U1hgMBgq+R7FsWxg2civ8TfMoNMqI+p5PSVHJb/3dunXD0tKSgYP6olAokEql9Bh9gPLMCGT6TPT/NN8Z6WeLu5eB704NqKJ8xa0PDfmRJphq+pWvjeoQlZhI5NqtFKSn0nTceDIq/p7idunanfQKGQ4qOfdvnP8tj3p2Ga26jKZth/yW2dlbYSvX8SOvgrCZHflUOYAxQ2eS8DkFExMTFAoFwcENMBj0SCRS+gweiD4rmckDa7H3QDQadTkShZzwd58wSiSYmgvUog7m9oHsH3MZhdNMhDCSk5LO9FUX0ejlSBUKZFYGhFRCUXIKvk2G4RqQScSxh6gwokWGhYUFcqkEuUJK9MunTFk0h/SPH+g5xY0ZQx5yYHlnFuyLRq+pQC8kOPlOwigkuOlfULOlC6/btcMj6g7rplwj7msWuSV5zOkZ+HuHxZlzh2nUqAGuzlVQKBRIJJL/QN+EvUpk8cLDSCTwNXw1ZnIZXq7m9JvaG41aj1atxtzKhxNHLzF93izmTFyEhamSDp5ZFDi0pOWAUKw9HVmx+AxKRyd0wsDGXl6cvPiYOw++cGHHZPT6MhSan1Rp2QG53AT/uqPo3bsnZSVZ1A1oRGWreCI+/eTQxfi/O6l1VTwdi0j7aYmxLOG3+MSpk9xYuYCDWxZh2Wnib3n+92RK5b8Opbp4fBOpyT9Yt3Ewpk5/Y0JDOqBQeBN2ez0arZGvX+OZOGMEyd9SkEpMyc8rIUEmRyOk7OvVGAf/ppRUlLFx89+r+Uaj8fe1h29tJHIjZQYF6qR3yCRSNu9dwdw121CamVDVzYKXDz79xi9atINvn+4zceQweg0ciszElPH92tIktBbz/jyGOjWNNm56jDIpUw8cYvnKC1T2qkFs3k1u7NzBmK2riLvyBiEEqT9LWTlvJinfE3n6Ppl0/UJkUlO0OnMOrfmEQqqjRK1FpvJn49bNeHpUxuzSUybe38L3xA/cvX2DkI4LmDasHR62NlSUqsk1mmEUBox6PVpd2e9yL5k0kCXbTjBg6DAunTv9W94gNJRqOim7799m3YE7xH3/Rh3HIib16knuzwQUuixqtJ+CUfKLJFo0MJDExGJ8v8pYVfB3YNJVp8O5vH8Jq1cNQRb3hctPH7P77Lvf9/fNDeXythg6Tq2Hq30NFpxNQo85yW/P0mFoGy7uXoelbYP/ecpCplAQUjcQhUyOl6s7Ly/tpm39xmhTv6J5cx0rKys6tW/Gre3TmD+qFa2atOX9hxdkJcZy4/0Y1u3WUc2nPRem1OT5w00s6F6LiP1/UK9KJQ5tnMvXR8ewkcvYMrkXHTs3YGRTf7ys1Fx5kIrDj0i6t27Gxj/GY2Jli7WFDU3L6qCUW2DrVJmyKyewMdUzd8EOnIqLKSpIRMjk7Jw9lpZVzQmb1o7VI1pzdOsyvnz5QmZmJkFBQdTmFUJugjHnOpcXhHJ5yzAikvPZMqEvTz5ngNzA3DmT+RD1nm2X5AwJKsCj/DP1LCzp4eTD8D4jyE5I5XrUfa5MX8i6OY04NKsFkwbXRVuYyOYelWnRsTsNgjw5Mm8oSGD4uKnkPryKp7U181sG4qaSIjM1wcFMQsdhPSlo3Qtt+F1mjeiKo6MTmRHhuCp1XNy6gpNdWnB5cAgOSsGKTg1Ytf8lDlamHJ/YFyu5FFOVhlN/zkKrkWNm4Uxzi2u8/mDHmb2XqWxmSnGRFrlKwZgQZ4TQcahfcwZV+sWjDXN/SROXASjk8PXFPowGKVOCfRjRogpeDmZcOL6TLj6OyCRSUmP92LlhLf0mz6WtP0Qc/QujXMHLm3M5NLCIcaF2dGjdln05OUzsEMKGSfVwy9jOxPYenJ8/hNiX5+k6ZDDrF8/hr2kjUCjkjGviz/X5w/FoM5HzS9pxdE0z/li4k27uHzh9YglyqZyLx/5Co9Fga29JU3N7vjx4zteEZ3SpYkGDen4oFCacnt+dekFt+HPhYB4s3MPeZcsoSYhjlaeOssgn5JUbWTNuEn7VbJCYVcHC4IaQW3Ow10QSbv/aTrVy/GAcHSx5HfGAxTsf421qz8RRQ/i0ewUr5k5FItMQsWcnRlkJK4a1Zs2YEE6fPIG5uQWebrZc+a5m8PDh9GvbjGdPoxgzfSJXNx9ASCQcPvaOSU27oLIJZe2UwQzrEEyv7h1o0cKFGSO8kUgkpD88jpm5Arlcyr5tO+nYoTMASUv78n7HcqYN6UqIjZHEyOssWrCeh/t3kvhkKu4mUvR3dyORSPBwgZtbJmAlk6ITgvmjOzN98kIc1fmsatuUqOJMboY/4t6BZbyKfsvLT9lMbmHK0b1LsXZwZtqY4Tx6m0LOp89otXqMwkj1+p0JbD8It5UHWT2oLl6+NXG0dyLqUDgjs1RkZ5cScecyarWafteOMbZxU+RyOVMbHuHewo9I9QmolDLqVO2AujCJx2f3MD3AjZfh4ZR08Cfu6nXWrz1CaJ0Q0u9ux1EJa2a1Yv4fk7i/aSG750zBytICCVJGtw9h4PBe2FlZk/Utnqy0BMxsZcQdmEPd9gpcfez5c+UfJKWm8ODEPOonXadmgC/lpWXMnLGQeUv3oNWd583aGXz//IT8HCNTpg5hWthaqrvbE7lxJkqZKf7pJ1Dmf2HWoCVUr14LfxsflFIZCwZ1Ry6VUVxUyIilo3n+KoN5B6+wojMYdHqadmnIvqFNWfLHjP9fm/p/ZZDVhXksnLWS3IwkLt56zMIZa6nhKjj2NBKltT8Y9XTzsmPmqmPsuxRPgyBvzLz82XPtIu9jnnEh8gcV5aX8bDsZWU4BcWkGYp4/59h1bzoPncnYPVls2XmMqZvDsJTB2edfyCwuxkxhjourgpW7L/Py3Wc2+blw91oFOUU5DPHrwPrlK/nrQQSm5lL27zuEs4cnI4ZP5PVPHZ++ZnB122767H7Mn+eimL9iNzKZjA0bNvD161f+WrkbuRGCuq7jS34Z888XYqMy4Olki7lJBe71Qzh64yMOlTzpGhLK7TdZHL/7hMS6ldErNezeuoEHt8KxsTFn6p4T9B/SB1eZhuo1quDm48v73GKE0PD4zAHCkstBwKEtmyiQK3ExaviUnUO5UY7cCB1CqvH6tYQTu86z72U6JhYySlLeENi5JwO3Gvnr3n1SsrPofSKC9PTvnL14jTp1/VHUMLLm1AFUtSQUlShwspWybnJdtKWFyORGWtV3oe+EAaR8+MjD51GsHt2PqEIzjELPljfJdK78y6Hg1btsIsr6odMKjrQfy/iqtih1GnJLKkjOLMQv0J6PH9Ko5OJEVtpPUtN+sGnfPfJwoyC9FBOJ4NP771x4EsfE+Z/RxiST+DKeGffCmbnjGdc+2uBfpxUVFQaqWntyee50+k2ezLPv2UgkRva//IxMbkClMmP952DmXbdHK5eS/voVQ4YtRouRkwcP8jVbx6k9KeT/yOFTUilFRYVUtXMi6/srpHJr0rSOzD37BL3MlgZNmyEypXi7uWBv64rSzBKFMGPZocMk/H+svVVwlc/WvfsszVor7q4kISFGsEACBHd3dw9uwQIEd3d+uHtwdwvuBIkRiBLivqTPBf9v73NO1amzd9XXl+9lv12jeo4e85nfshk0fibn7t4FWRX7SkyRK5wByNCr+fK9CpWxCx2btWbgiB7k/Mnhj0swG/ecYu6MmRw5dYAOXbrzwK+SZ1m5HCnYQ/Tivex4ksTls2eYPXMujhYCK1MjfPyCefD8MYdWrkBX/gdjazPiQxfgYKrm8Yc3yGQydp+WcPnkIQRaDly+gVIpQ6evZNbiBQyo7QTA4c/ZFMokPHqVyIPvGUgMRniYV1FaWIqZogv7Zc78unIagLRfFVw+/5qwkGB0CJ6+/oDSWIH9zOtk52SiyKwkYdQgdu/ag6GynDphtXn1KoGyAik1wuZjZCLl6s3HxN2+R25uMQaDjLXnrqEoK6WoiS+V+bk4e3tx9fhrYq/cwSwyjIqKcoaNmwkCZDa2JHx+g0QYuHjxMuWFv5EYsmlYuxUUZ7Hp6EfufUzki30tsjLTaN6sHecTCujZJJA+UUtIzfqB1NiD6PV32LxyM49zTZiz5ww2LkEIDAyNWUpaQioaJyf27trEvn0Had6sGZmFlbSqPYqNy3Zy+PIZpg8dhKt3S6wsncjKzkNIYPWmXezcsZ/oIWu4m/AVFGoaRDgTu3ALDXoMIq8c7iUU8PDYEfJzcrCu4U2VmSndJi9g3eVbTBvSk9Tf6ShkMnZdzMLT0YbCSj1VBh0zdjykidtvXsZ/YNTkPWRJ3P9jjf2vLIsALydRKtWSlpxLaVEeWdkJONj7UzfIColEwvdcQVhoPUxNTVGoBEuXbMFIbYlCrSFmTB0KCqq4cPcHf2PcUpRGMkAgBFRpjcClHQgl4/rY8c+WTQweOx53m98YGddm5+mv3Ns7CksHV5DoqBEcgoejBVKDBOfn3/D0ljNkfSemb0nj4/2XfC+T4GyjonUzJ0ZP6ciwGRWABLlczr4GMtQOpnTZvRPvav506dSF4UMnItCi01Vy5/wpdFUJKOQOVI/ohhYpszY/5OGG4azftZ1v26JY9Ozf0OmDa2ZTLyKSS38qmN7h35nD/LwSDAaQSqXYeVgws4Mvvfv3oUJnjkyuYeNbNzQaNQqlkqJbi+k8fAn6xC3oHRuycedekpKTeHDjOjFLl6AtrWLu+DDKDRKWLj9KF389vzV+3Mr+Q8UnPfZWUixUCo7EXcfwPxX//+3XRgbZEtmiAWpja06fvsun1Bww6Jk8NxYAa0kCVj5d2Lh8GjHR0zgZd4kAX3fOH4nDN6ge01vZUGPEBtq27ciFCxdwt7QidkE0sctXk/TsEOkFOVQVl2MYsYbQX2ncOrOGkdF7kAot1hpTDuyZTUlFJVJdEa27xjC+dwuSXr3n9Kef2NtZ8PLdV+QyGUqFAjOTf8NYarrICaxuh527L4OrN0TTK5QX9x/Sa8AadDqBVCqIGPAK1/QuNO2xnAlTRgAGQI6FpYKxIwfx+/dvqpT+/Hp7hbYBQczcd5Da5qA0SHleJmfppPqEtYzi3Ikt2LtbM2fhBcCABNj9fx4xCwsLiY6OxTKsA1pRxaLetXHKSeLe+xRqNG1HeXkFAf6h5OXm8THtCatWHOafSR1ZuO8Jrt72xL9J+FdrSMKZhfxz8AYrTz+gUi5FV6bjR+YXji6eRHm5joyKjnz7tIvq7o6cuvsQhUSKzmBg4PhhWNvbU5zzh3kz5iGRSJDJZATWC0CilzN+Yida+tRgw9ajTI/qj029ERgbyenWz4WfPyzpEGzPP1feoaso/9f+Dpq2GknyfeavWUa1asH8zx2tvOQ3egloK+8iVQrevvhCeWYYRw7sp6yyip3n92KiVoBUjkr+72RVz3pG2Dh5oin/woy9yWhMzCgvLWXRsCHcSvhE3T71sfupIqJeDa4/T+bA8ePU9bIivUxHY38HjDWWmFubs2L/5b/aADi7u2EkNWDh2RVTEw0WagXHjw7G07Y5QiZl7fjmbDxyBytrY3qNXoS9iREO1TwZGh2Gm3kQSUlfMVMHENmkAck/ctkxMRypwoTCgixOPfvJ5s1b6dClM63D6yC3cqGgoICWTbvQpUU9zt99ydMHhURNiKC4SoeZpZLmnbrSvXEn8vPzGTS4L1KJhL8UCimRjZswcswctmyez8MHt5BK/1qiEonkf9+yUKmUXJrYl3ntA/Dyqc7To3tITPpM97r2eOvAzlbKz28/Cff0ooaTO9NH9eT0iokoSgsZ37g5t+MzOHVwF/OGtWLh8L8e9O7JQ+hYMxDQs3mYAiOZFCO1iuUzR/Pq6WP237Di6ZGFSKVSzKysyNo1BqXGjOqutjT1qYlUJiF690w8W7ZHY25Nt9YRnL9yHhlSqqp0eNk3wMOxOxkfdzK9swwkpqy9dZvxm3ZTvVoAp5evoJaLA1XlBVxfFY1OW0lupYxj2x6QcPU1Qqvj9tb1OBqDVGagev5X9n+Wsm/PJlZO6INEImHi+m3cP3eSl0cPYwIsH9saAHsHCy4tn8rF2zdoU80Dy1Ir9u9ax7s923h26CDn1vZjYS8Xolzv42BjRsWzY2za/giZQkktWTHhThZ8rteQLf3bkPruLc+uXSZ+20GWrJhEcok9Zem5VH7MxMfdio3TuuMV6Mu7I1vpGujKh8NbWbpwGR1r+gEwunMn7DVedOwUSkg1P2b36ICQSHEyFOBZlMORo1cw+XSWNqN2oFIoGNW0FiYaDfuNzCn6+Z2KAz8BKW0tSqjUVjJl3AAiFBXIZHJU30fz9ehFPFvVZoyhgnOjO6A3VKJWqGgaFICDnR16IeHXs3ikWj0LBrXGsjybeTMnsGJ8c0aGO6NQKDgwuj39IwJxtVbx9swUGtX1QKGQM31kFCkJKexMLWZY7xge33gFwInFU3F0sEWukDK1ZS8WLZ/KrpUTuLZoFKM61qaJvRLzX1+x84ygqwxq29ux6OBNjm8cSaf2jZEJQe7vfAKcLEn6WYKlEDTwCadLr87smz0JDzsrLn6v4M/zS5Rk/o0WtnfQokn5SGH2VxILBF9yfmNj7cjtcwdRm5tRVKVlWEQXMpKfklUiZ167EOYtXMeukT2ZEunLxDZhtBm9mRLzOjRp3Z4hLWpza1sMHVp2pHFkI7q17URFuQE36zL8Pd3oXl/FtpgRDKplwdULDyi78RhHW0tKynKZProPu6eM58qCaZxYOpWP717hXacp3Rt44x5YF2GQkHzvDqmfipBoK1EjkMiqaNOtK33aBdFo8ABsi9+hK/1D1uML9OyawIQeTWlWZydrp/RjSFNXBvV6zf1N16hbvw7/7N6JklQ8HfMxMdVwfHpfSnV/LyZP9v1NtvSfNIK+HftTL6I3CoWCPUvmotVWcuzuc/o1qs2Tgw/YefwM6e+/oM5NJ8hUwug2QWRl52Gp1TKoS2vKK/R06b2OUd3rArBqgBcdgo3Iq6wkJiwbPu9lZswRpnQIIz8/nycfvtHC1wwbIwWeLtakxs3By9mameMG0tnLE0tbOanfv9HMvJJ3L16g1liwLmYNUqFHr4XOgb5IKivJ+/WLj/efkZaSSkhoEI197KgsyiduezfqOBgjl6nYN2UmdY0qUBqreLRvO/W8vBk6fCQLJ0wgIyeTiqJCTJ/PJUQFyWfW8HrvHMKCPP9jjf2vBPlbWiYVpYVIdAbSfv4gu1hOQHBduo1ZxMQFwzAxkVGilWIeWAO7kE4MTiki6VcSOlNzStNSMLO2pZGHI5tP3qP35CmcmD2EkRv28/xnBiiMyPmWxKMX29izayczV/7DjK6hyGQyCv+AiUaOkMm48iKN1wenolYbERoUjIuNGX3WveTg2Xj0KgsW773KxmWLMQDNGzeimoMpA/pPRKqwI2rxYRKfb2HXo6dM23WJ8EZSziSMZOLGExQUF2EIiyIxM5uq0jx+pb4hbMQYVq7eyetPX+jdqwtFSEmpVDE5WEdRVjqvXn9GIsBQZkz3aYuYOW40wTYSTl14zbtdvuzYtZ3fqW+p0pbzvLwKlUrKuRRbpl1JYNzpl5QUFVArojE27SdgY2PDg7d6xvYfwYxpM3Bo1YKKgLpoZGYcvXCBLPcx3H2SRgly5sZuw699OzJz/uDgYk9adgE3475SVlCG3MaRMoMUtbcf1ap54e9rD0C6yhEXX2/SMtRcePQKq1qNkUllLNi0h5XnbuIT2JuziXLe3LvB5Dlr8O40lr1Hb1ImFYzv2QnT0u+UlJSQXVxOiyYt2XYkjoxygUSAUZcatI3xYFSTsSRppXzO1jI99gi7rJLRvr/PWysjwvtN4ULcMcp15aw7eg+zOh1JzNfzKEHH+8Qs5BI5L1J+sWDnfqysTZmz6iCeLtZ8yBQM3J/FxZc/sLE3I8DZkbQPBej0UKk24vqLHG4dDkZarmflljiqkj+iLdPx7N0nzMJbY6+xoZrdR/5Je4lCLqNM5DJo8gG+ZRSiN0jIycvHUl2GuUbPtY/fKcpJ5NXrB7i5OTFh8TFCXFyIGLqGN3mDAegSGcKC7fu5ceMNliYSyoUJKpWKtgMm4+LqyY87x8guzGfIqBm06VafP6a2DBsxnjW3H/BHYcq1lDzuxW3hxqPHFKWnsPHoBXbeekB5iZblB+5h7OKPl9kh0jKKyctPIaxBLWZvP8atDCXzJ3TCQ/+HEf37YWZmz70XL9hy5z5bZ25EUSQl9XY6lSmfKSuFMcOGoTD8AXU5FVUWFBSV4GPrgVKpwcLLm8KSYrwr9YQEtERXVoy1XTO8amfTY9QCTIxfcOvRPfxCq5Geeox33xNIv++IQiOjdZvGfPgF1y5cpux7Mk8vnsHUTM3c/YdwcXVm2tyDXH8Wz42b16ms1PL81Vv69J+EuUqNQm1NjH/Y5wAAIABJREFUkzreuFvLWXDmEvYNeyE3krPg3HtsDPA0X87mcy948uwzOVlnKMj/i1vIVTlj5tGYZcPrEda4KZPahHBs0wHKHDtwdksU+VlaJs5cSAMfX358yKNWaAjHWrXg7dcUZKYWWCrCkSo0pLh2o0ZgDao1H0ZxUSkGoUOpLkGhlDJ3/jwyDA5U/E4mZuFGZGo1mfll+AUG8qPCmrRyJXKdFBO1EYceFRIQEMqtr8nUa9UNlbGGlg2c+WfFHMq0MiozC7n9o5DSao15//sPtrbG/7HG/leWhVQmFc2rWVHLwYNTmVWMGzuNn58ucfPeC6pV9+HS1Vv4ezgT3qgRTx49ZcqEnuzdtYfGzdtw+tJ99IZyDHo5q4YPZPa+wxw8uAKVypQ2vSfS0d8TvY0luRlfUBokXHyYhERhgYdFJVoTS+wtoVH3x1RVVaBUKLl+dTr6yhQmrd/PlZVTObFiOXsvHGP9wfMsmjOB/gMmc+nccqLHbsDe3h6DopyxgxozcOpRxo9pg42pjnkrrjKyU21M5GXUHLIfjdoEE2MVm6c14/uXItq28GfZvrsojSRIpXradR3F5cMx9B7fhLHNh+PrZIVGpSAhL4EGLSegKy7APqgJnoE1yCzIIvL1Ty7LJbTVC1Td/Xnw8Be/8ipYEhtLWVkZbZrVYfiQ0Zy6cIzgms2QSP5yFxoHWJBRpqFWWF2a5KdgFliLj/lygpuqyUj6iJ9fCCePX8Pc+G/uWOLuhJ9LI2oH+3B1dTQv/1TQt0k93uRXIEfN4KjxlOmPkpySg5/XOEYNmo9OIpAplbx8cQcTpQq7Gg1w0D6jyrIleZkvKS0sJ684n0ZKR1o0M2HA4tOYOFsil6nQVeVw+tVfPm9ZZRnbovqR+rsSg15CVFM/mvZqg4XCipGL9jA93JsrP4pQBLlT9TMVdxcP9p+9gx6BxCDIz8pBgoSlEzrz+P4rRk0Zyr7rL8nO+cPTW/HIZP8uhyPa1MPxmQXHfsdR8ieJLkM7IHQyOgxvweAWM/hcsQftSSdm7NnEj69p1HRTIJMoUBpJsarZlVuXTjIivBHrbt9GKgysHt6ZW3lm3Ll0knqNmmI15R+8Lrag16TD5BXD04cPuXL6JBpTE9zM3fAhnpy8YtQqOeN3x/Nwd3PK8uHcm2U4GcVibS5n9LpN5BfkoVSqsFEZcXRBLM1G9GHuhn28jP/AghnDKDL2wMXRlj5tuhHQOhtLd1uQGvB/sZO+e4dhx0fkcgVtRx+lqek7arduiT7jJ3suXUOmVjJz/VQe777HvfcKnEyTePQ+lQ0LxjEqehUtJ20nyiORZe9s2TqjGc1re7P94BX6dWv9r31cN6kLAXXDSEkpYEzMyn99b9OmDT169ODAgQPUDfNApdIw5GE5UrkJa1r3o3JTJBKJAasyKX4r9gICuVxOt+6d6Di8N5f2HufH+xMUp3/m3MmrlOpd0RiZ0NDCmHdP43nr6sLvtEQG92hJQU42RZkFtJ25mrSfXymvKMRYYqBP/+kc2DqOB5/02FrZc/fKC6RGWgryi2nfsxkhJZ84mlTK5Qu3WTCqJwUYYfDuyc0N0+hYy5w0jRnB4V3IPrqREQfjSEpKxNTUjM+753I//j2v/2jZ4afgnLUr0dOmU3veakCPEFL8DX9ZOKVlEHf1LEfmzKBGU0/cQkehr5Jz6sZV3M1sySooIN3gzrZJrdh0JZUDs1vy7msiNav7kpCazd97roFu3XpQzcuZikodmzdv/d+3LEBwOHo4kWZm1KvpSdGD46Tl/GHiiIH4W6kBOBp3lcysL8TuvETKhyd0D63O1auPWBs7idzsQiK83bDOL6V33WBeJegYPXIm/QItOP/iGRV5mRjZu+Ph64mbtYJgxyLcwkKJbl6dvd26Ul6awSaPI7RxU9K/SyRr2zfFxFhGcWIqU8YOoZaXLY4mKj7dvA6GUu5cfo+rX3XqRgSxcuwM3B0CEUKPpZE5FVoNAuhaoybSkjxMTEzYNK0zlWWl9B0xglaRvqjRs3R2JzYNbceYgc1Y2cKOKzt28iQul1dfMji05xhXXmexdeVJBjdqQkVxChMWr2Rk3SCkSJFJ4MSqVZxGwqXzX5k2qA9e5gZMTU159eoV6Tk/2T5lKKkpX/DydmF8G3/GtrAmu8KIid1duBR3h9suUzl28AxeuW/RaIzJ/GCOxliKk6U5Q+s3Qy6X0yWyHzU1eeiUtji4OKKzCyR6/0OkxQU4WFqzakhvLC3csCkPwMzCjPRfn2lgK9BrK6mokPBk3QSsTc2pUyMQuYBp7cOo7W2Lk5U1dwoLKat04djWeX/9ujFdyD0eh0pmhNn7WyyfNJKiIj23926ke60A4tPyiD/3iAdvX/PizWsSS405fvM+Hx885NXLt/z4mcmmXt0J8PbFzNaek8ti6N60Ho/eJRLeqD4GvSCv4De9GzYiOqo3C1fdZNfCMZzZ/A+meglJ3ENSmoejT30U37PZHGNDWuFrbi5fSX5CKGaNG7Ft8mSmrthOc18Z/Wt70SEslIQ3j7i3YQqrb11n3+Q+DO7TlWyZluvnD3FswRge3r3K0MTZmGptUErkHD12Bt2rG3z99gEXVTlvUz+y+MIXOrTrik5qQ25DKxqHTCWnxJHfhb9xcA+g+8gZGISWm/tiUKBEp9NjbOeGTldCicqUPXO7MitmMxc3LiasIhMkMNR0FLHW/bi/JhMbuye83DeKdv3W8frwOib5J4CJAjfnEKrkcka3ac7uIcNQouDRV8HKASbEv8/DwURGYMpjpPpKJBIZW7YvRdyeTsuwIPZHz8Hb2xeAO2fX4e0hIy/rGw/OXsfNBer52XJz61hcnYzp0aMHz58/p0GDBlib2+Gn0iN03myyec7N3b04mGmg9cC+bCj6202Y/OA8EomEf+aPZWw1N35Is8lL+0LJy0QkEgUV5flEjexMWnYG9RfFMKhpbf6JHYeuwkDiL0sMxmp2rB/JhtkjuHdrK2MGzWRWRz/SsysIU1ZwcPtmXH2D6RpigZ+1AY1CRohPODev3UUAcZevU/bgMFXp31k4oh3lCnNOnbqP8tUZdrz9SfztE3hmvubS6lgsLUzx8falhosF0lEjqOsRgp2lBIOJkg4mrggzFS1tbaih0NCiZTh7l64nolEHysv03D91nDmThpNflsmeXevYsS4WX1cnVvTtgnb9ELRCML1rE1BI8fELIbS6HZ5e3mg0Gha188LJyek/Vtj/UpBlvLr3hD6PXvArNZkitZSisjKSiqsodA4FwNHemg+/LHkcN4mk1N/kFer5U1LB2Dk7UJpZ8j4rk6U3HnDy9RuObttIrQaNMY0YgIOTA8W/s/j86i3Pv5YSHlmLebtuMnfFWo4m5PLT0pG4bd14k1JJ7/HV2bR9M++/JBM7ZjSVSgWNe/Yk6clbbI3VOCmUFJaU8j7zD6nZBWhlRkhC7Vm+aCcyJPjWawJqG0DPt29vsbAyomOkM1ZmNvTp0ZacVYu4kmjJsNiNPPqaibuzC+/SC8j5U0xxdgY6Izs27j7LG70bBXllvM+vzp9KG96+foxWJ5CVCgpTfgMwfdlc/JzMufP0C6nJaWw9fJ7AwEBq1qzJjOjlhI+LYdiIWVTIIrEfEEtEp6HY2CsZO+scPYc0o/zlUoJ8HKmo240SbSlGVlYsWX6SMy+q8O8xg/Ovili86iS7911g7JjZTD39nJSEbyQ/vEjLMash+wN/jKzp2+sMYd3mo5QZMXNYT/bc/4CpthIzUytMVNZs3RSLY71uRM+fjNCXU6EyZ3xNJc/Wj0Lj5cW28w8pxwip2oBN/4noJZD+4wtxW3cwuUsY6xdt5VPaD8bO343G2wOT0ioUMimbr1wAoeVLQia5RVVozIyZf/cx19btpKq0Al1FIcJWw89SHasupzBo0Xn2TIhi1/nzFKSlYGmr5sYHLTM2bsG9Xhum9e3Cr7FxXP52jL49+tL3QDHyLyHc+/SBO99j6NCyC73nLscx8yPeHcZz5EMyWucA3iR843NeBaYKE6Z8CuFaui1r34cweOR4fqQkI0FGUk4yqZZdKS7XYWaq4fu3H0ilUpqlliPLzaZz61ZUqZ3Zeus7Uc0Okfr+LWG9JlGlVdC5U1PmTZ1DVamB3ddzmD5nOuc3RhO98wRZ35N4970mzx4+ZEBbLw7eektGYTESASOWjKbEuQYGuRznuuE8fZcBRc+IGBXL+hvvefT4Lb8SP7Pvti9hEY0JHDOCq4dv06F2Gbef3KWaqynaymJOPk8mqlME67t25bW8Pp/VAyks1fPw0UkiI4JAIsXN1gSlVnDq6W+qWZkQs+4MNs2HMHfbVbYvHkmHDh2oW7cu48eP5+SZa6w68ZB7tc4iUcnYNj8Kg17w4+V9bGxMKSkuJNzbmblzJ7Ht4ms0phJ6hnYnJT2fG6l/yC8t4/rnLOr1nMrmb79JyajkwpPnaEK7YRvSBhcLI9JKNMRGSdmw7zlj2qbiXM2eC2mVxK47QujUnfhGdiYx4RVTtp1kxsGnCB1s274BpYkJAG4ZpXh9kfPu7Uv6Ld3O3uuv8PTzoiC7ADM7TyItJRRVVDB98wneFDlgbKJm3413jIw5w5fEN9TuvZKf518jVUvZP2EvJg170Xx0NDEztnPh1is864VTVFRF3cKv1Hf3Ij8/g6+JiQipBL2hnAVrd/OksIj966PIKFOhMoJ+eRkMbe5MfnoJfo5mHH74ieVr9/zHCvtfWRYqqURsHGSGq7sU8/uFOG2+T+qF/mTWP0J+/AVqjJrHpvEnefdiATXrr+Du1Qmgr+DAxGBSfqtwsbdk2oVczm2cj3/9BqhVFoTUcCOyUzOyLn3mScJbdAoFMfMmUTuiFTaWVnTq1QpbSxuc7e1o4hWKZVht7k+LRvgbyMgsIbP9MVySlvM94SN/Six48OQOUvQYkJHwJpWp06YyMzaGM/OGkS9V8iu9kByDwNPVlfNxW0jLKOT0gU3UMDFi+3s9w4MMlAljzqS3QKutJOn+aqKHRHLg0jcKslMIDnTld3oR1duHoVAJigsNeIe0p2FII0oUGh4eWsLXL1949uwpO65cxdZITnJWJoVfPtO//yDKS0upXace8DfEn/ozA6hCp9UjQ8+M6UPxtPegX78BGJtaMLN3H25l5oFBwuK57Rk8YgFr1mwjIMCGp3c+Ub2OGxt+tkZ7eiAKqRGfmg0i/N1ZXgb1IMYql7PHDjJcU8FW+x1UVupQCPD1vosiL5W7D94QM2sSs2NiUSrM0EhkYCbHM6w7UpmOhs6mWPlXY+bo8Zy/fJLxI2YgkymRoKBLI1fyC/V8+1HCh5T3/yfRIaFatUA0yPie+oPjZ1czZPhcivOLuXZ4NBt23eHS3Xf/jzNVv14z9JVahi3bhFToWD66G0c3T2PRwhVUmqt48SSNai6m5BZVkp5fQYfaTmR8LeBF4Sv2bTlO//5N0Dj1wrZaHfQVlXy+tZrEH+lI9ZXMWjILM7kehZmUC+d/865RW5amf+NY0jsQArlMQe1aHmjMHTGg5GvKE9K/F2Fp7kxQrRqUFVUQYF3KgZuvWTV1ELuvxlOQbyAqKop1a+cQ7uXAnS/paMv0NKodwoNX79iwcQkSXSWl5aV4+4T9q9HF0cGfeTET2LjlBJ7r25LbuTPOx89iHidBIqrQ6asICtVga66mY8sQrK0U1KpVkwOrj7Lq5APG9+nGxiOnGLTwAhW2tZE8GAl6FT9/f0X6PZ9yFdiq9FxPyCHU04Y3Kbl0C7Ri5ORGHLgD85bNx//uP3jPO8qCSX25/CiV9Rvm0azTKIRU4Gyn4VtxBGVFGajlNswaEcDrN0n8yUyiKOc7lZUldO3XkhXLDzNxwjBcPGty9+Fr1EYyPjx5RUrGDzwc3UjM+I6njzuNmzWi66zN7JzQDHm3KzyZ7IGbjxdUlXPuym4eXjvNgpir6CzSyMitYuhQV36+C6Hk53tS84vRVRQzqYslTj5BuAT348fb85h71kEp0SEq9OgcI3FVq/iUm0e/jiMJ9bfm9edcyqr+Dc34mvaDOwdW0mPicnZuWsf65cvZcnADDopEPl16RWTfiVSW/OT1pz+Mnr2cF2nZHN++jH4TZhPTqxH1Wzfmzt1nTBgxnC9vbnP8gifjxoWxav1Vlkw0YeKig+y8mEjon3MsO3KcGbM34eQu431CMvXqBtEivAEKpRl6mZS7jxL+9y0LN1cnOnSMYsw+BUNzzflx/wqD9hdR8O4bbWoFsbZPFyIlx9k8cQBmFu7IVHrWDA1Hp3Mg/k0OCS8SmDl1BNmPdnFt+3wATqyYwqNrjyhSCQaP7k5eVRlShRkPzq6lsDif8kpLdsXGcOjAfqqSvyFL/MILOxnZaTo2LFuMujKbB4++MXvYULzNYe+yiZxZvR2A0h9fWDZ5JCqFCi+5EUcHNKGWSsrikb2Y16UpPgENkKR9J3b9QcxVCo4P8MHWyITzmc2Y7P0OhUSCR1U5o5tGUFZZiUwYGNK5C7kFxZTrpPQ1d8VIbkxBQQGJt5aSlVuEMEjZOO4v5Nv24xOql/zk/KlzSH+k8HzNCqq0Wjq3aMqyUT0AiO3iC/kfkUgk7JnQBj8PTzbvPU7ajesc3zCT66l/ODwgAqlShtTgTmzUSJycvfh2J56+vjaYWyvg5EDmtgkhxM0UIwtLolq0Rubnh4/2I7tiF+FoJmhWspAZwR9Y2SGBgl/JbJoXhbmFKSaV+Xw9vBX0Og7ujGbvivFo1OZUvrhHTxsrbNw9eLRgIAHKMgZPuMi27o2wtLSiXbO6bOvRjBfHGjImqilPt8ewbFkHFi5cQmxNKXFX4hg1bDZpcTOJaNGOpCJnlk8YD4Au6T1xa2MAOBbdlQ3DIglzLKToyhpCPG1Ydnozo9r3Z6hHJFKJhCOzRzOwaTUAhrZojENFBe8f3iHMwZbbmw8j0RbyfFoNDIYKSivKOb5oOxtiVtOsTR86NWxH3UYjmD9lIOcDTNjx9QVSqZyDsSMxGPS0q+tLp+rlvHj7iS6R3Sh/e56Qes1Y2Lw+nUK9MXc059CyOSTnGlNeWsTWIS05eGgzRlIJc0eOZFxPfwBWjh9KmUEgl0mxLylApjBCCEHFpe1/Ob96LWOqmeFipac0Jwvt60wUZtaoZVqOjgljYTdn6jkUMzDAEkX6O4zVjny4Es/KE/e5syOaX5VVAISnzONklDPVazizYEhP6tUOp1CtooeXM78LKpEi4cbsUSilEtz8VZRkKVGnf8Ex/gVvdOaYoOTg2acsHNyUOTOXU7eaI5M616Xj2DFMDvlF8ngNCoUC+fcHWBV9pVJrxJHVQ2ga5IClgwfzB7bg6L5jfPnymWF+TqCVIyTw6s4mpFIpOl059w9swcHBAyMpDHCrxqBmShx9qtPY252CzFya12hL+vtMfhSk4m8TwMUVG/CvuYXs9B/sjp7K7CbBaCv0/DJqwYvPxZSmF3P1fhbGKPh8/SvBltU5cugwOcnpvHj5EalMwraxPZFRSf8Goezs1QBtZRnyqmxkGTK0RSk46gt5fmANpaUlrFt7ktpBNTCxcWDvinUoE+IR6Hi1cSma3N/oMVCaV0R7Pw+WrNiCNi2J4qQC6oUFo301jiBO0m70Es6uHUTzYEFVXhFt7ZwwGAxkF5SRdGYfPfv3Il9jx+qo3mRn/RtU9P+7/puZen5uduJb8g/h6+stHFztRR8XT3H67GMRVr+7SLjxj4ioPVqYmpoIY2ONaN3ttPiZ/lpcWNRDRNT1EabGJkKjMhENIlqL7qOmiWUrFglA1PQOFT/u7xO7l04WajOVUKvVwtc/XNxZNU1MGNFfSCQS8ebSPpGU/EN8fhkv2gYFiMe3r4pW9lLRxc5aHNs+XVz1MhJXN08VfZpFiBHjeopdi6eIuOtPRP/+I8W1fYfE0RNxIm5sBzGzpaeI7RopHJ19RURgPWFpIRdPDsUImZFStGpRT9Rs3FjUbNFWxL/5Je7VqS3eJPwSc7sGCE9PH5Gbmys6dOwsvr26KULD24uMpGRxdHxfoU37JXo0DBSe/g5i9Yl4UVhcLM6siRJCCFG3UaTYu2KSmLpogXj//q14/uypKC0tFRYaI6FRy4QQQiBHAOLM4T3CyztYODkFiA5hrUWr6oEiokYDEVDDRzSoGSoCq3uKKZO7ij5tgsS2/SeEpa2D6NCuizi7uJto4GkmZo3sJdzdjYWjb6Cw8awjLJ3cxc2LZ4WDn58Y4404GegsThubitg6ocLD11t4hzUVvkG+YufGDeLJxz+iq1wtLExUoppUKVxqdRRWppbCVaYQWa/WiitzWgt7F1sxaXGSmBBSQwyblSwC/OuIiqpyEdS3g5i/sI3YNLaFMNaYC19bD9HZw0W4mzqLTRsWif1z24qg0IYitE5D4dd0uACEj4e3cHFwFIAwt7YWL19/FU8/fBTBlp4i3M5buDnUEeu2/hQtgtoJNxu1mNXOX0Q4q0SjWn4iOChAtGseLuZHjxaT+3YQ/n7+Qq5RCalKKpDLhI2djWhbK1SYmZmITZ7VxYguYSLUv4aYsWGBiNm4UGjc/IRMIhWfEjOERCYVl6+eFtGzxomKigoxZ1QfUbNmI7F54RxhobEQ904fEctn9hDt2/QS8c+ShatPTVFSJYS9k5cwt7UWju6uwtbZXgghxKH5UaK0Uid+pSeI2GEtxeJFk0W3xg3F7B5NxfHjx0Utd0exYOpYkfj+udAPayD2d68uSgaHCXOL2kKvNwhzE2+xaX4PkfRyv7h8fI14fO+R2BI9WkilMqGWKwR/axBxdmNfIZdJxKRZ40Tez5ciKfmdaFGzlujerLsIdnMXZmpjkbd3qrC0MBM9wjTi6OQwEb1isfg5foqY0qGZcDAzFTWDgkW/3h2Fs5uPSPyRKb59zRQ+/tWFi7lUHBjfXFh59xNnL9wUT58+EWdWdBdxS4eJows7CdugCHFiyWjxz5TO4kp1H3F1c7QoLi4WAzu1Ede3jxburr6ic6fuonGtUDG45xCR8fa22DCxjTAIIcb06yo2TugrXNUq8en1a7FoQEPRMjJcSOtuEsnJOUJtpRI1a7iJx5O6inmeajGpc1Oxb9MYcXFLD1E70EsE1g4VV+8+Exb2rsLMzkH8zi8UNZsvFH6h4SK4eoh4//iXiF8zS7g4OYul7eqJjJRUMWXqETG03yRx4uwDoVarxf05S4VCoRBnjk0R6V+vCScvF+HsFiqWrz7891zWqClcHKzFq185IrJFa+HpaCXCw4OFtbWlkMsV4sHVf4RSYiSCva1Fww7DRVLGH5GZ9UuYW9mK2//MEWa21iIkxF+8eRwn2rVvJaoMVaJ9dQuR7O//H8/U+68sC7nMTJgaeaOWebJhe080ZuYoLO1YNHEUBb9/cSruMnXatkTIlVw4e47BbVtjKlXwLT+fni18sZbL8Fhxl42Rvsx/kQpXp6Ot0vL89XcOH4tHYuyAKMtC6HW0CrLh+odczOQKXKztSP+Tz9HVtVi3+ztTRnqxcncq7RvXo/Gg2UyMGkXtEC/cPNzZd+QirtZqzLtcYkjgM6rK/3D18GZ8fYO5fCuBJ+8SCKnug1SmZ0QrX+oH12P6tji+Z2ejq9Ji5lMfl7J71Amtz+bjdxi2Mh6ZXIFSLmPvzGao1WocHBy4desWSAUYJGy/ks/F2Ob0WXKXznXUaIUB9BWsmVqfdq37cvnqSc6mWFD+8xft2zozduBs4p8/YcDouXz++oVawUEcPnqQFm3UxJ3JJyZmAZ4OVqRm5jGwXzsW9uuGxhQ+iUbcPx5Dh97tcfCpydnta+g6YiKfTm/Bu/NMNkb1Qd9oKk/3zSb+WzoqmYT+/cPYsOECIeEBGCvsKKkoxsFGyYzwUK5llBL/5iPWphbEv/nItp/lKIWEaUH2RPqY0yrAk1nnH7J/4jAW796DsUsoDTt3Rff+Npcf5VK3tjMqExlzVmyjuLQIodXSvWcLzh2JZ+TMjjjqLNi4aAIrdsfRecYSrp48TPfBYziwdBKthgxGKpdxKHYuv8tVRE2YTmSTFkikUlo0rUVgww7cPPMPn7wCKJGWINn6iKBId9AKghq25MTcYhp3usuj65PZvbcAA1BWnEv/6RNo37wDpy4do22bPtSu7siLhHSaz7mAiULJ3vazeJw+jHkLttK7QMfMpC//Ot8n10SzevMO0GhQlGYzfMJQCjQeqAS4eVSjY4d+1AwMwMREwoKuPgzZ9AD/Vq3YvmgurTt2wsVdio+5CydvvKWbkw0Np06h4P1rxs1fz4XJYVi3nUhmqZw965eR8CMXSwsNw/t3QQiBXiehpKyU/LwCdhy+hKubHb9//8bFwoiNO5aQX/iFsTMu4GxpxNbYGIxrh5OTnsWTpIccPHgJyZdUCo1UlP3MxNrJGrt6Uzm3ahj9e3fm3Kk43r24T/+RYzC3cEWp/8jvchljGxto2WclA6auw9bZkYdxFyku+IHKxp1zu+ZTXqXl4U8NSrkUuVLN+E72WCjNsLOzZkH0CvzqBfPw8kPsPDWcu/ULN2dj9p6/g64oB3NHdyJruBEcHkrJz3RK0rNJq5QxrG8kvk0G/U+zBPNmzcZQVc795zdYt2wDfzJ+4uhfm/d3T/P4+Q9MbByQSRSY2dvw4c0rpvapT/sJi4kaNAZzIwkquRS/Js0xNjIwctgIzm7bgE5fQEh4G67lBHJq2VAGxR5hQf8AWrduzfHjxwmv1xQ7k1KKtCYcWzEZ4+rVSb16nUVXbuBo70C79l05vncTriEduHpsO6N69sW4mjszZ8+nukbGp4JcYuYswcFMQaPGYdRv2o1da4ZjI3lBxMl+WM1th9RejX0jXx5d6Ued1qco1lf971sWEiHn6o5ISg2ZDBo6HH+rKtbtW4aHk4QzW2ZweH00VSU6Vveqhr5Kz/ebx7l7YhsARmVaXC3sMVXLaejlH1IRAAAgAElEQVRgzP66zoyZuAcvvQ3JiWmYOAQz/dZTHCJ60qFhIGtnTKJxrWpYGpuwa+5U/N1ckeolnBjaAn2VljJTL0Y16c74qClgEMR064gUCTnZecQOa0KVQU3Z+wvcObGKhu4hHD54jZguYQDsGFafEbXd+J5Tyd13uYwO8wOJhMlNrDBIjPiQVklDv3CsTZTIZVKC3kWjVCpYtWoVa9euxdraGm1+LiWXDvL95WWeb+1Kl0A3tDodEkkl74/P4Y1vDR79suJ3iQxrcyUjA+24u248D9/LeHv5GvY56egk4JSZgl4IDAYDa2NucGTHVpQKCRtnjaFZuA/+ugpOxp1h5cGHvLi5hgVd21B6O57Zs6/Q0NyGUyfj2XXmPh/PLGXX7e+UV8D6ScNQySTUqOXDnAbtsLa25d3cWMZHRmKsVrO0YU0aRW/j7ecs2nv50KPW33ll/bJfkjavFSk/f7FgRA8epeZhIhF42TrgYAYPDkrxyP7MqtgMqgeaEdO7CxK5ipKSfBw+x6E36BFCkHThIBXlErISk6H8b9rE+mMcc9rV5N3rZ/SQ/aLg0HKMNCoKf/3kbNRfTsOjHXOZ1achOm0JNTXZGIQeqakGjyVbSYztTfa7x8RO7UrU4IFYe8ZyefEoLJ26oddWEeZpg62FKSfnLyQudjyFhcWYGelY2tsXM2M5Z3o/Y6VnAkMfbmLFtfVsGtKI94MdmDl2CIfm/aX9bV6/jdOTWiOprGDHmEm8iP/MpnV7qe/gwcCBEwDYObQP9x8+4PP3BJZ09OPuwWM0atmOE1FjaR5aEzsrNUV3trPmYm+0FXqMs/9S1apFDMc4r4TZ0YtRKxTcmtAbrV5HUXIRlWl/ec/xT58xrudfVvKBLSvpFB6Ci9qAl9QYc7Up4Q3CuLVyNh9TkzExscE0/T4O9t6cHtKbO/9sJ/H7XyDOraWL+HJxE9lfPxFd35nbd19jbCTn9Mx+FBf8wNRcxotzh9BLIPXOHbbNHEIToeXFwslk7zuIRG9AmptLIwspCqmMmJb2yCUSiuLfUE0h5cr+bbgFRtK+Zn1+V+lBYs6l5eOo7qaitKSIqxtXk5X7h2A3Ww6sXIdaqkWmEByYOBAzRzukUhnVCjKRSKRE+FdjZucWSIWgRfdSbCqqiLDKoXGdjpxeOBNjcycm9gxCWZYHwMR69pg8343aejzbF0WzflccJi8e0DvYnIqqCr5kZhHgHoRUKaeorJxRYTYUVWjp0aMHsbGxfPv2jcggY2a0CsLPXcLTO5d4efgIn9J+smpWNNOahnH/8hmCzcqZP2Ygw2fvxLNRBEPD62CpMmP7tC5kZScyum9bws0NjF1xBpCi//QG8zrLwMqU1LQLLBrTix6NLXFNc2Rr0P97fNf/95L/N4IsV5awdNdDggLKWfcjlPhbF2jrW4u6kbWI6LuaJ9em03biMuRSIzLfPqfHvcc8ibsAwIOEbKyUcmzkkFKi5XOljEn9mmDXZBRrNrSm1ztzdg4YhLkRZBam8uTrF7wdNGzcegc7BzPGyjzoMXMgD4YoGXr8OzbWzrQ8eR2pTE+/GXt5n3IGRbVBbNoWyav0bK5O02DqHEdFqWDks5mUHLpGv5V/Ye/bX2dz4+ZzMK/G0v4aypNykcskXH+di9JBS3GZnnxpHioTNXKlhKHbruHvXYtDR3ZRXFzMsmXLmDFnCaZKA/laCT1mnufF20uUvYljyrrT/FaVk+VlRXlRHnO3HsLGxhqt2sDh9afISU5mXXkp6wZ1pFWLTjy5/4gG9cPo2qcdZ68+p6Aok2FyOeUl6eQlZlDoaMqYhVeYN+kId57uxcs1gDmHrtJ3VBs2nX3Ke/0Vjvxziu8/s0n8tZKWrZri0L4Pu8Z3p6RcycXEdJp4eTOia0vMHKyxMHHkcqUpt1fNIO/3b0q88mg27gzsuYb/oFi2njuNRqmg85KTOEoqcfeqg8/YiTyIXskf46u832bHU5vFZFaewaRFL4YGNGXqlJE0aBlFW9cKSoudWLF8Lb8s3KjnWYOUzL+EtJ5L9vLo4WPKk2/TaFossUumU83YnHKFEwO33WHIVH8C0lUslzqCJJt1J29grlaS7OSN/ncO0+9/5ZGtLZ1HLaVBzWAiLsbg3KYBEisDr9IzSS4tZfTgYcybMRpJoguHj8fTYPANElNjqTTtgXPHPSTHjWFj8RGClubT2+w6JeUlDOjkypFnfx+C8vVarHzckFdU4DtjCXdreLJz6SROXz+JVAYg5Vt+IZHuLbAoSMRNmf63NVapYNTB4wwf0Jk/iixse6+gSdMmpDy6jKa0iBPtWrNgUG96zlqMTGpEbqWGe98yMTZ25OnbhxRXSVm/fh4dew+m+ONLAJp3G4bKTI2jW01OHz7O9/TXuNccyODFS6nesAez3kXD6x9Im37nfd/DlGwZx8VHfx9Mj6WnANmsWRbFs69ZbFAY0+fUPcYM6Iezszuu6s+0X3qbws9WBFQ9JP3WRwwqJbGrd1JeoqV9m46smDsQu9YjERMn80ufQ7/GSp4/1WL27DmTj36hZTMnCsfuJNPKh2fnnrFkyVyexW5lq28gC96nUHz2LFurNWDUiBHMl3rT29ydxrPXML5eY7Ly7vBPzAz0ej31R0fjlf+dNYcOY1MZQHCIBOtWc5lfqw4NgwOpLMvHpdZALJ9mAil8qTmdcQOHYOQYTJOoSyS+60mHzhEkxO3l1vzNzLn5gaYRjRjUsy33T75CriqgTt1yPn/+TK1atfDz8+P5taPEHTrGlav7MJjYE9k4gocP43F2dkdppMLR2oIKF18atmlBVUkRB3bupeXCm+zZt5lb57fR3KkObiEeBLoZk/olDYGBX/7jmN6xN9/67aLtxh3M6O/F/0XbWXVlwXDd+rqDm+7uDkUMUFGxRVAxQLC7u7uxu+Oxu7u7A+wWFRUBCQXpzrUPnm98p/t9x9j7J6yTOdaYY855/Tz5hnhTJ6ak6wP/d6Yg/JcpC083Rwmp40XtsK706xzMsUVjGbDqCP8cO4nDn+8YdRiK+5LFaOvpodkVzuljH+nSoitnbp1myYJdVJYVUde2hE9/DOkbaMOGW59RKKpBIQQPmMDfuwdR+jTn6eVzjBsYDB+SmXB4PaP6DsTTszH7zl7C20TBu8xqNh2+xfeHu9i44yQPHl1h+YIFTJozhxsbN5NcUMDXmgZ83Hb/f2ceT05Tsv2GFdM9M/nlt4XSSiEjM42TV3bi6dSEiHEtmDNhBZWKIp49ekb05H5EL9+Oo299IhrVZM4/m/F0DOT6/dOENO/KnDAP6vla4NFxGDMHTkfby56hc1ezas54/qbnUllZjUdAfXaUCsO01Ny8cIIDE0cw9uAFnl4YjLG5J/dfFnHu4hWmDfXHy+4zJq4DGdtnMtOWzcRNy4VPed9p3nY21UolSqnia2IKR9dO4ubrQp6/WMKJ7dfpNrwZSzxHsF+hxThnNzRO2hz68IW8HBWh7Xzp1r4hK489w15VyaXbn6lWVDJq0Tbi3z2lqqqclJf5tKmfRZfWP9h/NoMxo1sx/6Apb24dxLd5dwZG+XFk30k69ehG9KIH6GXFoOfRhintdJm6+wo/vidxJmYNS3qvJaeomITff6nh05HGNd0ZOrkzQwZNp0RjiTRczFiHnez6PQzdyy3Q11NTWgF/9IyIqmPPxp17eZusReHzBxj4eqPQ6PH67jEGTJ5Jk/qNePrsFcqSdOJSk1k9oDM7X1Qzbeogdj8rwqc6g7KiUkqUulT+iaWwRMXTR9GMX/mehpLES7ULzWrWxDf9ITfTq3mf9ov80ipys3I59/A8TX1asn/1HJSeeQzqtoXsrCKePLnD+tWrOH85hhqN62GWnET78VPQ0Stl6ZwVdOwUxoL+4QzbsoN3z3KIclFx7EsZG3csYOnM4aw6cBX1r4dMX7GHMwc2YOXoz/YV4ylrMIlDE0Kw1dWnRYd2xPzMRm1qyKdrNxg3ezY7d+5HR8ee4CZezJw7DRdnZ7RU1SgQFu04zoHlY5m+6wiKI3NJK3eiyMEPBxJJ+PYS1zpNWH+ykIYmj2gaNZ+xE+dgaa7E0bScXSdvMmvEMPKUpfz4lkl+cSkW2lrsWDeBElMbuoaPJqqVJ0G2hmhca/E62w6/ur5YG+RRCShQ8DkhE6PqInYfv0BuswicMj+z/9QpRg6KIevdOIx0THjzMYZP67bjM2EYKrUfcfdmMDR0Bm8qi4j0qSZyzQ4O7jnBy8dvaNYykHFDR7H/3AHG+zViz62zxP38w/ajZ9i5fT55WZmsGWXDkuhXnL4bx4qLdxkQGUY9LweWbb3A/hXDCBuyjJ9nl1Mr/RnfzWpx+VcOPVq0ZuutD/ialBP3/hM/SzUYGJtQ9jeHKh0tJvdqR+KvJGp4eRH7LpXT967RRKXH4gs7+H5wI2aerdh46Rbe9T0J87PgXswNTt75RaGBDjVrmzO0zRhqN2/H9nmz2XLiNA+f3MXsTyqbLp7hzpOnKEuKMLCw4fnTB1xdN4rV3xrwZP+8//eWRXW10NPDC4VCWDG9J6HNuoCoKK+oxM6jPn0a+LHH2JhXvg7knClFS1uXWytHUl5VyajOnVg/oDdqbTUzGluy6cu/o82ntk5GqVTy4MQBpobV5/vNCwDUUOux+VU8I7t35+K6HRQV52Kip2RA67qMCPTAwdGGhvr/rijZ2lkzyj+IzcujOZGjYvHgPjx8n4BCAamPLwEwbZ8ui9vUYPZdBc1sigmwyqN7/14cnj8EbZ1/sUQvVk77nzurMVdoU1FRgRpoYKHLnkVz0NJSkn/5AYl/q/mclEPPNlGUlFdTptAwb9JgTu3bSnvdYq6Mb4JCCbZmDljMGIBapSGnKJ8GDlpk/U5m0vxzZMdnEhAYhJNONpkp2lS+zub2iqMMbd2dZctuoVthgiJXC1Fo0dXHEZQqwjt2IdjHk/yUz7haR+JtZo4SCxb/TKJ3k5qIspLlV1+ytl170v5mEG7ohM8vZ7JzytHJqsDV2YTcvFwuHVlLI4OfNAxsRR33RMwsdVAb2DOkWQRGGkO0tXU5N2squgrQaLRoaaWhSluNgaExr69f4PnTwzz/lMjulv/uZCT8TGZ2vwiGdmjD/efv6GgD2kbGfDiwm0+nVrOkvw1jPa7Qu3lbdg4zZ1BkK4b37k5ZRRXrh3SiU3AwCqUBJXfOcubuIT4/WMbZRYPJfHoTKhRMiqxHWokhG3qH4/Ynje9VDgjVBBroYGljSHLiLzYM7YqxpSMRTZuwuEsdTu5/ir6BHsGBTbC1tSS7LJ+gsKFYVefz43U8B3oF0m9gL8ZFRHJyxUQ6BDWndcP5RHdpA8Dzk0ewVhYzuokDMeObUSPAAwMDBTkX72Ko0cHG0YXLe/dhZmhANdrM7eQJaidMbO3o7RZAZUUJSiW0r+WGSlHFu12rcSirYmJbdw6NHs2RwVH41vakla0RI+0UZOUXkxUfy+io5mjp6xJVo5ployIxUFWRdmI1O5b0Ja80jxNDB5BTXUjbJedpU98CvUfb8HKzprV9bbTKCshS+zNn9yP2XsrCysaV1f07Ulwg6Oqa0a9FICVFlUxp6cCdhUMprBD+2X8KX+1/sWBNXWzR6DowctEejDPfMz7UhV0bNvP22DmKr8dQXJLP+AbNsNVSQkY6Mcd3UKVUkP03i4mt/Ojkrgcoqfjzi4OTpqNEheZDAW1M1IgKwjq3Y02viZgYmnN+wRRunjvDk0P/MKFFRwZsO8en+B8MbFADEUGv8i+vnj9mcsQ1mjRqgpWWPs62FuyZPpjU3384uXMrfQJakVeQQ9PByzGtH8LMI08YOWQKtsZu5GRlc+/jX5o1ro2jvRa7B3ZkdOvG7DSvh7WtDVKSj66+Dq6u7gxs6M6oWbMYO2Iaht51yDXQZtLgZlw6cpZBq56iq63DiKaNKM1WMKr9NFzMTFFr6RPZKJBzp3exYfVWTu87xrixM+kbHsXguu7YGRSi0tKiNDWPm1v6/cca+19ZFkkpv0nNz2DqhMNYOliw/VY0g2KesuvUJ9SWjtQKbseCgYuYNSCM5lPM2Xn6LN+/xtNR7cvl02e5eOEu4epS9ib8xMcrn6kTmrL6wl+CWg0k5uE5Rh3/jraVOweWzcTXopKg5EIG5/uweO1sFNhgYeFB9y3XaV6vLo/HD8TSzhEFEBY6jfK891QoDdmgm01Rpj8nChyprk5iza10bB1dMFCWkWrnz8uMUzRvMppP76/g5H2bTdMj6TcuGMfGDbn4/BXXXyWjLsrE3MyEa+dv8O2vNvlKDVWVSjp0imJ4v874exuzU19NWn412tELyDDSo+ekdajVSj7qVPPqXiqrFo+iZ79orkyfioGRIRm/C9HuOocHj9+ha9eGuz9NqKH3lW5j12KgZ8D74q6kzYvkc5QbWn8LKAvswOgGc6lcdITYZ9/w8vFm5do11KxVl4z5RxkQbM335CRGhw7kXpob31OT6D9nGdrDR3M9JwcPdwcmXX+Po3MelvombDx7AmsLK8rLSslM+U7HUbsJCQ1mSPd+5FbHETngNdkVMagVZYT1n0D76E3s3LkTteov+2Nj2R7SnlsX1lJqoItKpcXPr8nccbdmeoMAEuJ/MHXeBlaeGIvZo28o8nLJ+/Ca3ndvULNHVxZ0tsa9aR/yyjO4dOcmKzddIDc7lyXbjzFicwzaOvooRq1hrYkH5iUZ/PXtRmniO25bDKVozTZatpzBrChTbr0zROv+UYI7dUMtKqy9nWiaFse+Lwe5evsDa8Z14tSq2ZgMmsnquTPJU2vR3yyQC6c/4lVVTIGvN/Hxv9i8fCQH791h0+1E1OUVjNp4hpg6bVGkpeBdsxZlFcV8+JVMXrnwvcwNxzEXMdDR49SDNYR06YBWYi6Xzl9i97IpHFr8Dzunt6D/6Yesn9iQkf2iGFQngBG9I6mZV0TDLs24M2Ixb+r5ovXpNSFlZURt2IWBkS5ZWXm07tCNEjsfuvc2Jfv3ZzIykinNLWbWoZ9UKS2pUIDPiAM00K7Etl8AopfNzomTmf+7jG8fP7FkwXnuW7rz4ONdFsfGM2+WLZcWhXBs2T8E93xMnk4hN569pRgLPHvP5uiIlaR9fcS+6PEo1Go8w2fw6f1rFEBL/waYdhmPh7M7gYGR1A5egZOqkqOJCSiIw6thMK2e7KHK3JOFPSKxsarBoPIc5tvUJ/+bmhMOXbG1+YHbrAVE+PtQ28OElvMWUFGlpqq8jHXH7+BTz4LTZ59iZdqG8jKhTYdm+Eb0x9TSBhN7BWvuvODP7VBMiqCszJTJR6P5uvcig6NaolJAenEWT98nknByM3ote2OSFodfUBBedVugY2DG+EWbef/uKTmrV3D21GUGDxjOwb3HUMZeoeOUcfQfF43qyE3mLtjD2tXjcHZ25vYrM6xr/mFSVBBjVp1Cz8QES2s7jB28ycnLJEN3PaHG19DTT2DWms28fPWadkGhlCZ/JGrMAF6+foVtpyGER/VlRL9I8itzqS6uQKfdMQZqfeP7wf3/scb+V5aFQqEQd1dL0jPyqN+wJhNC23Lx+2/8zNU41g/lyu4dtLpzj9DH55nZNJwe53fw5uIZ2vYZjk7ZU37m2NBv2DwqKyvRSDX7j59h9sRoTlw4iJGRFduXDMfY1opr38zpWyuDI8/K+BN/nfPnj7L28AKq32cysuUgjJu2wL9NBwz0TVg8cgBHLl5AJRU8/pzA1B6GdAqbxD/bV7HsyDdqetviHrIB3cT1GBgYkJ2XS9qvdO7ducD6MdO5lvSDWT1bkldhyfbzlzEwsWXEtKksX72Bc2eu0ayWF6Yq+FNSTrt2IdT3sOTSkw/o2btQ+P4+Vv4hrJzRledn93P4VT6+nxM4Xp7BjpBBlDdxYfc/RzD3VeJl4cHZsxc5ePQ4u86d5u6FVyQm/cDd0Qa1qpiOYV05fOA4hqaGnDrtTGDzT0SFOZKQZIq5Ppy/eodBoxdx/+IWtu7ayKrVy1GVZaFXawyq/Fs0sHbg9quXNGnsS1rWXwyNtTh+6gtt6w/i+tMdeNcMJDM9lc4NrYhsacPVDPidVcTt4/f4lVnEhtWD8XLzYsf5Rzy5+YgBjWtzIOYrZmZm6Bdl8LNAwd69O2moncOzEmPivn0nSLuId1WGvJwxh1/WelhlFTH8QRGDO5nxJbWYKxcO0avnYI4e20dJcTzW37/j0MCQpTvuUZGSSVKHqejf2Mq7hL/omTdi1oKlTBzaisj2e1AUbiEtO5/Q8O48vbOPbN8dTHJewojo55w4upb2PWYwPNIfXwNX5py9wM1Ns2g8cAFqbTV6KhUX98wkMGIObraW3Hhwky5delJcXIyzszNPD60keNQK7t69gX/jetR28WLHvn30C29B7t9sfhbm42RhToMaddh95CTOrtb8Tv4LBnaYGRmSmZvL34IcavnoM3V0Z0ysatC37wwqlRr0K1SEdqqFcbWSdcce8mzrKmzCejGkW1umRc9C39KMtUuP0T+iBamFOiRc30yltppJ6y6xbVVPdLQ1jB61iuLiIpQKJWaO3qyKHoWl6BAxuB3ztr6jf61qlPU6cG3vBi7c+0h80ldGTBrPjrUbSf72kpyY61i3G8Ka5YMpLTMh/sdP4j4noq+lJr+kgibjwvlx4SlRtfxoOXoSWl8foUlP4dqzTWy7ryEjp5zYmHM8vnqChUtPUqaoxs7Ojndf4zEz1GfN2qVE+pix5GQsn769JatchxYOebx8W8j+ST1ROxkybsUzYt7cR6mqpkqqOX+lM0O7XcfdRcWEsXPYdegYvkHN6D9tFlJago6eMbVHXOdS0BtCbtqxr20IJN3HykfDy3fPsLCwoN+kZfj6OLJ2ZTQlZVb8eHOM3uOW4OnugZe7Geib8uRwNxq028elXcFcvp1MUWoWRzMnk/FyCrObuXM47jd1jYTUYjWPf6axd+9e/vz5Q48ePTg8pjd3Xr7jXV4l8XcnMm3DVZatu4F/80jKqqvp3boZxuoLWFsFcvtLMWG1NZx8nE6rjmpWTYvDqaYFhek/6d3KHQOdasZvfsbSKRPQ1tKwcOu2//eWhVqppI6tLXpa2nR19MPAwJbC3DyMCkvR+hiLoiCfjZ71+HJ0G7UVSj6fPI0yr4yi4hy2bfpJTswTRIQbaydwdUU/EhO+MzlAn/w/yfQZNIJWdVzpN3I+kvuL+i5+FCQ9x9DEGLPU53xL/EGX0Po8/vSWqkohuJ43Gzq3IiPuMZsmD2Fg145oNHoU5lSgzKhEQRUVahXbZ/VmaUct/F2M6dmkCWPbtmVwh0bE3jyD9q9fPNmxiKu3P5H4+x37F03G93cOdrauzGrj+b8oodML5tIssCGfXj6h5OcHlEolxrr6DPT1QF+jxs7Dj8DGnbhw/jhncn/TycOat5/usWf/Jcb2akVGgh76BrrU93KiuqKciH5zmTL0393kqIYuDA3yprKyknWTx5Hx+y8udS4RHezDjPn+zBrXjtnd/WnduAZDwr2Jqu/DkOGTCHDz5tDG1egqq9HVU2GYm06R2pQWrZtRUxwJbdoaPT0dpnYzRVdPj5aOwsSWbnh626FUm/DjZwJnj95gYmQLLuxewcMn8WTFJnBs7BicHJwZPXwMRYX/1p/HtgmghpMVKrWCr28yUSrUlJcU4O7gzqub5ynRVVPX0ZUfKKjrrcfMwUNRVSu5dO4sG6eOZ1D/YRQXZvHt5QfUajXZQeNpH2CHka4BWroaiiqrefnwBAMc9PAwsic++RLNPB2Z2q8j2joadkyexJB6v/gan83IEF+szYwBwULPnxJ3K8IauTEmejWNXKw4NKUtjy8dwdGzCVVVwqwO7UlMiKegoICgoCBq1arF3/Qk+rtVABBhYY6vYQW+gQFoKrUY2aQOdVy9aNe0JQevfyYqsgmHp09g4bj2DGrjSbCfHxXlZaBU0KG2PVq73jBo4Az8LLQw0VdRiWBebYOuoZKYuM8kZBXx6sVd5q5bhtbbDKJHLiStNB8X7Qw+JCexaNdlUtIz0NLRQlGoxlKloqyyinvH1pD65SO/kz5RnP6F+LifNGg/lbmtLMmK+cqfxLc0cben2DuED98/Ixn/xvdef/jE00T4fGIFGTka/nz/yY+kJETAUK2guqqCSVlmdHG04NiTeyyeNBIHPeHO82tc+2rLo4OLAQU5SntKswvZOLI/i3u0obOHEQsXreDG7m1c3LONPjuuMKZtCyrySyktLWVypwiqNNrsOXaJh7eeEV70GoWyEl99DdWVgqvbAkJqupOaruZ5SiZd/awxMLLFQKOD/cvraKmVmNR1RDc7D9OmNXl7ZTLfSjX0GTGV1A/vcM75QEZKPJtGDWL85Nl06BhInzbdgEqGLRjO1DZ1WNo7gq85dejgb4+ZuS6hbR2xMbUjwF1JdXU1eUWlfP+dSWxyGRc27MVWo0SpVGJoaMivX79Yd/0Vt45H095FH538PBa0Hcygrl2Y09iHG0Na0LGRAb8zlDgbm2BoZoKDWomfqzUH16cQYGvM3lWrqe1lT2mRDpff5KNQKHB3sMbLyug/19j/RpBFAV/LyzCyMeNZVQUa41Ds7L5hH+jH1Anz2HDlCR+GdMciYgwvy5Ow1VjRulET8rKyOBXzmIuvtBGpxkY3jwqlivFDp5ASHsXMLTcIjBpNavEDRjYLRs9Iw8AZD9Fztif1VzLXn32lqW8o8ze8IiMthcuffhOfksWrhAccHDmW5qNmo9JoMDezZPamqTzd+4WtV3KxdHQiItAR70Yu7LqeyePFW2jTzBY3NwvKX8azfd9OOm64xoN9i4l5k03/pVsZ16cFU6dOoaI0F82dEJq3qknk5p2UKYSZ4d4UqDxo6WXP9+xcll//SJ3alVSVKzl/Yheejy+DnhHvc3X4oVuJsaEBm8+8wKuGN4gQOXQhUf0nEtF9CC/fvxObJiMAACAASURBVAXAqF47jpw+RWb6ba4Z2qFtZE3ziZvISBOWd0ygpukH+jfRY9PhcyiKizHydGJDlx68eBPP+xdvsTK14Mih7zSas5iUl+vpP3w1QY3bsWLMOkKDpjJ281c8bYOZuWUlU8cPxODDLxReE/jx8QO6ulZsvvQaw/vx9Amvw7T951hx7QlWNf2wbR2OX8uDlP5KpOmk2cQ/h6HDx1CpVKMoL8bOTo/ebZbTumkw+++/ZPKm5cTPmEu1CDUj5/A6IYtjZ24RsmQKCo0Rh+ftZ+aw9ki1mgmtWmKh94mMxGxSfxSi0ehSJyAUX6+GtB65jyv7elGkDmfWtpNk5JdTbKRkV6k22Vl/GDhwEP5t/6UEz963DW8nM/5kFKHWNkClLKLfqptUr7yDWlWFvZ09Dc11WTD4Cim/fhMcHExKSgr1h7+jqqoKUDJ632Fy/xQR9CebOQtGMmjfXRJ+faN1qzWYmtThxM2b5FS+4sq1GDRKBdFj3ZE7SpYuGUJ2ajKPzODWmBas3HaIjCJDHOy8MbWzILPSg15tw3HyaEHKjrPoOvhQnFnAxNlLGN2/Ndevn2b13A6MmjmMS8+SiWsdxOasFAoKKrCe7c7g6COUllewb3dzlOZZrN+9n8KwLnRYcIKU5HdoX3vAtJAAyt8moPPRgKC6dsSeX8Ws2bt5FnuHvv0n0Dm8OTGXzrN391Zun7lIn/7NOHkihisaLT5WuJKtm0RX/yIqfJsTOTeRfW32o63174+2bsJgBi7YyORBvbC2sketNiT10FlGxt4lc+NhPI0UnEwyxtLAkKT4L5y6eY0/uXk81rbh3IUv1HBzR6NThLWbC22VKoysvdC2NCf56Q+CVq+hjo0h6yM9/o3VrdzK7NZ9uNGylLPny7jRzpyxCx/w+OxFegRq03vJMoKq3OjWbyzz5s2hTUgB3doEsmLbZgaHR2JookJjrE1CSToLA0w5+9wE9ZJbxKWnUfhXhVovlW7t3DB3C6CvtYa7T/NIIRsnd1fq1q1LYmIi/fv351ZEM9RNBnAg4BKpzgMpe7QD/xmrWDl1Bg0yaxB+6yDbz56gx5KlTN69m3vHr6PjYcvpQZPISPmCoZk54T518PL3pG2phoiIPnz/9BWl9n/x9/43TT1XdxeZHeYlv34nS1FhmcyMai+vY67IqFEjREejLT179RQTA0M5888q2bGiq5y+N1G6dW4sx2/3ESdzQ3l3YrVcvnxZtm/fLrq6upKc8lW+xT2SFy9viZmFsQwb2ER6h/jImaep4mNnK1efpcvF3f/IqejuYmZmIlPunJaKyhKZeO2YHDy8Qx6f3CIKhaGIiDiZa8nRA+vk7TZf6dXISD784y2Na5jJpX1L/m3hOKtFrVTI0UG9xc3FQqbOmCztnDTSP9RbeviaSad2vhLcpLbs2tBTgnwd5PPlLXJuW7SEtO8sa3o1kNAOkTJ7xUrZMWuYzF21Wur52sv+yV3kzsIu0qyVj4wbECU+NVwl4ct98bRSycVZI+TglCGyevF48fWrKTHXd4qeAqlpaS61fNykRcN60qBRmHjauoi5pZnY2VuKu5On+Lj4SmXaabF2sZeA+nXExMJctkyeJNb2dpKSlSHfbiyWhKzfEtR3jEwM9ZI50Qvk66XRMifISTo1txZTM2dxsXCSK/Pai72zm+yfFia/XrSRhGe7pY2nucTH7pOmga4S1dlfDu+cLjUsDSTcz15+/UqVqDZN5fH9O/L34TK5vKSRpD1eKs39PCV98zBZNrCp7N69RI5vni5RnZvLm7cvZFu3MHn67LFsXz1Xmro4yc3Tp2T0+JnSyF4h+joqaRngJ21a+0lkax+5f36HvNi3SKytnETXrqF4e/uIubWdPDywQF5vnSqAtPZ3kYeP7kp6ZrYo1bqSlZX1bztt3xIZO3SotGhUV/ZO7y01XZykhoeFvNo9RxxcdKWuX0O5uWeb9BjdXfYm35S4C8tlUbf64jFoqLT3tRbHqF4S3qKZ3NowT1zcnKVJUANpVS9I1swdLXp6OrJudC9ZtGyhJDw7Lu1busmTKxvl4MZJ8vjyBnFxdZdaPt7yO+WB1PC3Fjt7S/GoZSE+QSES5O0hXo1DpH19eylLjJUnty5Il07h8uaf7VJcLdIqpK5kvH8gEVGtZGAnN9k5t6e0bmQpFRUV8uDiEamurpZbe1bIwdE9ZcnMmaLUKEWhUsnbB/tl6axJMqVfhMTcPy+pX97K9XPHxcHRX2r6tRFLcx8pLi+XtjXt5Pm9jWJrpi/Pt0yWsT3ai52dgzjZWMvqAS0kPzdPzi+aL3l5BRJa01tMTQ2kY1A90dFWSX1Xe7Fu5C7XLu4W//p1JGxwW8mIfyXLR/eVr+uGydh+fWT+ss2ycuVKCQgIkODgYIlsVE+u7YmWvi6ukpaeJLb1esufP+nStWtXMTIyEhMTEwkObiR31k0WbW1teRjqKSYqRzk3uLeotZCz+5eKSoOk/46Xgm+PpP7w9lJUmiPJpw/KxFmd5f3ovuLt7ixBLZqLiamB2FkbSu22q6VHUCOxt60nShQyf0QfqVvHXhb2bC3Gzg7iERgiRXkjJfl4tPQM9hFz/85ydkYvsW0YKUfuZ8mUdvUF34ly595dOTy8l2zdskNcHe2kVS0HmdPHTUZ1rit+dhaS9WqLmGjryJIhDcXW0FhqeHpJbSd3mbLmpOxf1EX8axqLm5OpNG/kJl1HTZJH5/6RlR3tZfnUDvLs9g7xtDESW0eNpHx/JvcXTpb4H0/l6/Slkv38igzrFvofN/X+K8vCQF8fezsnSkqKuXPvCmGdO9A6KAx9fX12TuiCjbUN959MJjnpCzqG9mhXVuNhaM2aOVUUV0OrEf+SPxISEti6dSuK0gpKKxQcWjwLUNLLvwm33mVgpq/NkdlDWdXLj26jp5H8qxKVSoVapWJI0z6oVAry71/mY8x7RKpQqJRsm9SPpMwM7t3VZnLnLlha6/E8Pg9Vyb9Eg5QMFUsHhTPk/CW2jh1AVLc+6OprE9qkNf6hXegYWocxYfW4cOod5aZevPqSRuHXZHJz87n/IQ2FwoBtS5ZgZelGYV4enxLSScqvIPZzKQfGTUBXywALMwuatOzOxpGDGbH7DGW1GnLz/lM6N25AaloSk/u1Ztfh9SydOJku9Z2JexdDbb8adA+sg7dtAJE1DTG3cWfv/iNsGh2J3v8ArBu6OFPD1RktLRXpX7JRKBQM8jRCtziPcx8/UCXVNHb0oaRUSfyWOZhLJvPvV9PYzZqknDyGR35k3PzTNKnlRnnJLzo3q82s3h2IS7fCwNyFBg6QmpbOwBaNOXriOEqErL/GZOX9ZvyClehpG3D01HsEJVZ/SnH0cie8czhujrXQ0tKiMDuXyGatKSktYNumFRiqtSgqrSIhswJn7UJq1avHqqXRPHj0HAN9NUoU6GmpsPH2p6paTUpSAgBtaznTsUMYHaNC2TGiE0+ObgKgvg1UpR7n2ZtP2Gjp0qh5M9r76VBc7YCllFNpWEBlRTa/y5MIyU/m5MHbmNoaERFQkzljh6HRMSDjZwKJqb+wsDHk0o1zrFoczsNXxXSv2wpvFyfKSsp5/+gZupa2HNt/CUOFI8MmbqekpIRFHepx69hjDtSdiq8x7Nh2jCotLcKdbLlz8iCqqjJI/MXRTdG8f/eJZ8/ece/CNXT1jTm16wBVoo+ujgUdg/ypKKmi6NcbLDNeABC96jC7zt1ES6NNmxqe2OhpQKoxJ5OAuhaYmFjw5kUs8S8fYaBry+65w1CoNOw+dIWdy6PZcOQTenr6FH7LJTfzNyUlJVyYW5/lVz6CoprXH95TWlzEg8RfzOzRmreJvzHS02PGgK6Ing63Dx2gk4MhOmoNoq2NsZSh03UscXEf+ZOTSUVFBcuWLSM4OJivudXEP37P5wolZaWF7G1kSEVJFnv37uX06dNcv36dxw/fcfrITRQKBfkFhjxspcTMOvFfy6S4jKfHDlKUmcLXaxuYW9uBniNCyEpPplbgYHK7d2RhiCeL121lwYherJs5msxfX/B0McXMthWiAA8TM5xc3Im/8IxRQa5Mb26JongpKHU5dDYOZWU1yT9ykfJi+k9YiWGVhkkdG6Cno0+egSdunk60bliT7h1DeZZuSq/IEIZ19iAz+xt+ruaQVUTaHy8MNSp+ZWViY2mNr6MPQ4aPJ6fMjJY1vNHW1uLqsDE086hPiJUuo4ZNpXWjuuhrqdg8eQgJSSWcWTOXTP3XnL1+n2Qtt/8/H7KWnrFY1+ksDg0iJKrfdLl3+rQc2X9YCgoKxDNkuuTm5suiOSPF0EBHHM31pHGTXmJu10gsbBvLxWvnJSM7VVxcXMTf31+aNm0q3z4/l2cPTsvjjx/FwclWTozvJqbmRuJkbyvnTx4TtUZL3r2KlWP7Voijg43MfXRBbr7+LmuHRkhAYGsZOn64gK6cvnBZdhw4LLHP30n5z+cif75LWWGmlBUUyae7VwUQhQIZOmmsoEQebOwpry4dFkcnN5k+b6U4uLpIRGgbaVy/rvjX85OcgmKpqqqScqmUrIyfEvfyvmT+ipPEP7kS2cxfpq9cLjqGpnJ30zHRNzGXvgNGipunn2Q+uSdGRgZibGQoehptsXXzlr9xXyWyeQM5tmuv6Gmbi1KlI95u/tK4bpgEDtgt+kaG0rDHWnm4co6kX90jtpFvpGtwTfn9bpmMHDZEbBzs5Xtqiji7e8h6W2s5XqeBXGvQQuLefpb98wZLdWWVRDTzkphTB2V6x7pyYNMsKS/4K++mjpbVHSLlWP8IeRf/RZycXUVXV1dcnNxk7pQu8vTKClk4q5V42ttJQy8v+fLknkQE1Za1AyLEw9tFyoq+i42dpQyqoSMV+b9lTof6YmjpJg9WzRBzaxexszKX8NYBUruGl9jaukj0qLFyb9tGeXHzhIzq1UJWn3slG9aOkOiZHWVg70ZSq249MTS2Et/aAXImNl7G9O8mIybNk5KibFkZ6ieA1PFxFmsrM/mRnCALeoXIrNmTBZBGvq7SuFl/6RAxRHKrqiWgfjv5vLyLXJ4eLAmXwsXN1lnivzwTX69eMnriaGnWpYOcXtdTDh3bLmPHTRAzK+v/3YIAZMCQrjJ92iCZ3LeTeLrXk1s3n0jrlh3EydlZ9O1d5cr2dZL+9qesPvhXjI10ZcvhW2Jsqi/HTxySzKJMiXn1QcxMjaWWm4s4WljLzlkd5MfRZWLr4CZuzh5ydGqU3Fk2RSJ6d5I339OkeViEHJ4/QLZtPCcuHnXEo2ZtKa2skqqqSnEztRV/Dzex0zeWnwnfJeFbvNQPaCQ3rj2UGh4+Uq9lP/EICJHcvL9iZ1dfZg4dIVbWAWJibCFaal2xMLeRpMdHJHbLDPn1/Ky09O8gNd2dpE/YRBnQLUQ6hnaXwHrNxMzSVOztrGRURHuxsrCUt2c3iYmRsSz3rC8rrGvITBMnKSjMkZFhzUSkWkaNmC4jm/nLypUr5fDhw/L8+XPx9faRX48OSeb3r/Lm1X15NGigSEW13Lt3T+zs7OTNmzdibm4uRkYGsqhTPTnSOkiON7CQJzMjxMjCTH58eiJG5vpSu663ODi6irmxnrSI6CXrtu0S58D6cm3ZSLny4JKUVf6W9/ePSV3/NlKjyRipUau+1PZtJgoQF1dj8atlIx1DgyU7L1Hiv/+W8sJ8+XJgi7zYvkgsrE2kQ/tQcXa3lE5dw8TN21nmLT8lJpbe8vvPH6nXrKu0G7pF+vSbLJ0mnZFOA3qKf1gP+XhlqtxfsU6eHl8kZZUl4u7uKWFhYVKvXj1xc7OTcI2ZeHq6yoWz+yU17YPYO1jLn4y/EuBvJY/vPJJGTerIkFGz5MOn+7Iiqr1IdbncfPtb2rdtLVEdIv7jD/m/8pCN1WW829CN07duM8h7N3OOf2DVlFhmj91G/Jq+RHX1521cHms7unHwXiI96lYzYGsNXt3XsHnHadQqB9LS0lBV6vG3Mou+fQYxe85iStPfE9azJ5Oe6tJ3mCPt/D2o/HIHIyN9hgwfwZpBjbC2sUD31CpSbN2Ztv8c++5OYc/8l2y91pu91/Yy2BDC505gaIA5mHrw8eR9npmaYmxsTm8jO9qs6sHkudfRs/DhUqIhqfcPE+pvSE+3VA6VlvAxW3i7qR3+45/QwVmfRu2DWX/0PuOHdKevjw0bTu7H6rOKdZtnsuf4KcqLtXEOc6Zqhj7fH59nYXAtIob2ZWK4Ky0sPLmZ8pV535Nxa+pH8vaJNF+5lKPLpxGbnYVNRS5lleWMnduFqOSd/IhdhmHIMHbOGEXeTxV1po8l6Yclvfukc+x8Jj1D/ZnfuyWb951ifIdwZh87g92ilYTYVmNrasSz718xvruFyhVHGTl6JZr0scy/V83f5AccnTeIpo0D6RDqQT8TD8be1+PjhwQWda/N6te5OJso6d2vMWPmzCMuPoXoDcuJD9KAxo4B8w6wYWIkjZdN5drfTPpGNafPip0smjWRHw9fENWtJQXmjpimvCcuD76+i2XconfcHhxIh+mjKIyPZXL3cPadjCXu2QW+XD3IbyNb1o3tzeuPP4gYGsiJuSOp1aIl3PjA+2/JGJvo0rx+I+p6OvPo6nYAFrRpRdcH+jgUnuf8+nGUlccz7KwOrz7GMygvCsu6DciNOYm18ip6MUoOz1/ClDGzMTd5xMwVa5g9bSq9xq4iyCOfJ/GGxKXmk/f1BTde/aB5fReC2zZh58ok5q0Zw6MXiRibvWfA8OWYGBryNu4zXer6EfPiNSPbtuXngzOsO36HRdPmUfzpGytffMWzzQyqVb85uG4wU8bOo62JFWYDp1F85RilpxaR9DKWme+LGRmagluHuUzweEbs7vlklVbgPqsJh/vvJGRDf5rX9sXLpx7nN9fkU/wa/tl2iiv3jtGwqoiw9p1wjViDSflqyipTmffPZtpV/uC2xpMxS7YRYKtmcMM2BAQb8+meLv7BeixcEEPqvS3YtRzH1eNrqVOWxdwb75g3bSovbz0muGkDFl29zeaJrYh9lcr3l/dx0NbGztCKckUB7rYWeKUe4NS5aj6+/sKRhzEMHz+YZTuOUL9xJ7ZNDyV2YjjJhbqMae/A2xPrGNe2FkojBb+zFPRedRrduIsM3BPL189fiO7bhI8fv7ChYS2aD45CK+0SK1+8wyWtFpq0QqKWHgIO0a9fPx5c2oeduRHPc+twtW8zWs3/QM8GTenfPYReS1bw4tU5jo+Ioveuc+hq69EhuCH2RhradxrPoA5KJq4yYP7MyZQ/vEWvdUNp1TycCyM74WpdkzP/jCR2YU/K2zZjf3QC61eswT+oFdeX9EOZ505k236E1Sqlab0/bDijYcyYYWzdv5tvH36yYfF0Fo0Pp2bDMFztbDEy0OXLx5ccXbuMx28TqFLbsCMuhdp3bvH77VOiuzYnrqiC01fP/Uca+19ZFgUlFWT/VmJlmYWOppCfqTk4hEdgamDE41uPycwpRUdXQ2mpkobebjjZWZFTAF+TSolw0+fJsa2ICDujoyktrcDc1pHUG2dJePsJbbUWx0OSmTpyCjEv3vAp/i+bl04lKSkZHYU5ZcVFdGo1iOGLjuFiZ4Cyqpgh7YNRoaKPSz0KMnIozimkWhTUrCzCtbkNh3SL2N4nmJSqMrLTU3l4aQraanOCO/ejiZcHZx8mse/yc7QUSrRUCi5djqVKAeb6gmlxJk4BrVk7dThfis3xrNWYpzWsif+RyPE38ZiZWrJ4yBjMzI3oHuxPQZGSPwVlaFWWkF5hRFlpAeaJSnZMiUTTdR4t6jijra3PhfNH6dyqFX7WDpRUVLFgznyC63lRkZePV3BnbHWqib1+j6NnrvDjsxvHBoczvWNjVJYWGFvpUlr6ByMdXRJePOfZnZtc2D2fyvJSXsZ+IS8/g+GB5Xz/kouiNB+lKLA11aV92wDuG9jiF9KFv98fUFRcTPLbDHR0HanlZIuDUQOqqqo4Nm8AFeVV9E66zr0FE3jyKwOlUsnDb/HYudWhIL+Meva2pP35yJn373n05j1d+wxBX1uHhw8fUVpShVrbCI2YIjrmVKKktqMTAF279KA6P53vz2OYffkpdTw9uXduI9deJjFz5zUAnB11MTTWQ11Ryuzpg9EYWgJKrj15RFW1MwOG9ubTo3d4uroR4B9EpIMbplpVuBpVcW3nRT6nl9Nr5CI+xL5l7uRA9FoN4OrFhxSUKOlsn4u5wI39c0iKvYGzyV/SfmXQ3Mubq48u4d+gMQ+e7ODjy+tk/k5lZO9GtGsZjFqlYeb4AWg0SjKUStKzQdfAirvXthM+tTMKHXNWrl3Ou/fPOXnqKtsam7DwfCxD52/Gs1YQv/+WYWOki451I+ITM7CVTP5c38/jkxf5dO0k54ftI+7tJVprUogO0WVcIyOS32soTykjotMYWlvk4GqgQ9yHd1ga6aJR6dGg92FEpeLjj3Q+3thIUnoKGRl6/ExLQUdHBxRqtDQaVEo9OozZg1qtIflPLjFPf/AtrZjwdk3JLlZRz8UePR0NHdu1J/ZtMr0iRxASVA9ztwbYO1vQwrGSzv7hNKhVA30DbUpLS5nQtz9/0jOQqnKsrZ2JS9XCpOQbpnpWVEsFH049x0Fpz8ELMZSVlfHgzD1UVSqyMv/Srn1XwsJ6YmtQQTEW6Grr8eHjVzT2luTkZ9KlSxeKioqIi4tD29CQXoHtCaxhRra2MStGeaByMeV7WipaGkOUqLn2NoVK1BxcNZN5XTrwNi6BarT4/SIBPR1ddHT0eZVZxLBB/XBwdeLRj1L86wdQMr05SqUhk8aM4sGfBF4ePUyFAh4+V/DzXQJDWit4HW9B2utKLM3MqO3tTO+GtQGYO6YXVWWFeNTwZl6PtnSbHk21CNOmjGXb9q3YWTmiKsvFxPhfAMamfZfIevPpP9bY/yqHbKynLRe2byQzOYZAk0PEWJwnIMCfiM4NuHH6MBH9R9CmZSQttb4SsmAXhjYeKKrKOT13AG1n7CAsuBOPnn0gNHIabsZVPI77Rn5RDl4etZk2vQvj+3bgZuw3ZgzujaV2BUVFmVx7Ec+X+ES8a/ryJzcDXaWKzm19+HYrkRVXztN74FDCfUxwMa7C168OTk37oNFokZn5l1otOkDv0dwZ3pUd2xexbtFiJs2dz+8cIwqy0jHUqqRaKlApNdR008LaxYGc9HTibr+k74KVWFrZU8ekGr8+q8i8s4V6nfphbWZKVDb47VlO61ahlJVVEtyqMVsPH2FMt64EOuUwcetzWgQ1Ze7ECHIrq5ncrgOuYT15/u43fp766Ok5oBEtjk3vR5OpS/B084S0rwxqZcm8e6W0bD+G1LQUFi9eyPS5ETzfMIZms/bw/WkyKpU2ZUotjNX5LOzegtmHbpBX8G/ERlBiVzMES2NDoudMYN+anUwKq0Dh3JDBq6/g1XkUT7eMY2B7X7RUeeQVW9LG2oJXOjY8i33MnmOXSD65FPn1ldYrP7IysowHFbVZvXYLDrYmVFSUc+PSJSJ79GHgoGFMmTWV/n0Hs39sF54U2LFm/TJ01UVE/KriQV07mjZphZ9zIL0ndKOmqzbllcYMrG9MqssUbPUMKNGu5MGpI1RKOW+/xFJWWkUVBZhZuNKy70Kenl5M7t9MdDSmPFjbn2/3StGpVJBfVERiDW1mrt+Bk9dwYq5PZkLPlvg0rs25819RaDTo6uhy5uJDVIoCDPRNySkuxLSygi21PNlhVRtTAxWLe3sx5dgjTPRNKMpJ5eKdz5TkFfLrzlAadlxNRmYG5p7+PN8xmZrhQwkL7Um5KHAwM2T7rjN8Or6IqY+qKU+4R/sAV8ws9Tl++zWdPPSIychGW9uLstIi1Fo6JORUcm19Ilb2VYya3gRVyVcSM8u49PAFGo02P5PjGBPRE7PSYmo76PJbzxj15yLeOFmgRTUKqaT94HnMGtaEldFL+PnlJ5Y+5tg6u5GaUEZe7l/UWgYUqrOwz84mXmFMaepfSkrBQF/Bu09xxC/tQZcTcYwKcmH+rlsc3zySZ8r6FCS+pUijy8NDx7EyMiKnspo5M0ZhY+/K3XVrWPMuGys7eyqqktHR16NBA38u7T9K0tePuNasx65VG3l9Oxpfj+7k2mgzbug6tk6sxeGzWRx9HUP7oFAWrlhEm+BAzCzdObFtJpWpryk1duHLgqNUK7RIKs7gUF7K/2qNjaMtl+49oq6LE2qVFpU5OfgGNuXWnYs0bxSMmbkeQ0vzuGzjxp+KMrQqK0grLMDV1givoYeJ29aPrVt3ExTUhNKSf8k4+w4cYO2UwZhaGzB73X3mT26HoUcA8fFlfHp5hudjBmKmb8SptEoMA/VQKtTsXHCG8boGXGvsz8ljOzAzteRN0hdc6o+lXmg7Wrauy/PFY3jx5jGtmnZi0MyRbJ0+jo1nbvPs7F5W7jzF00c3sHZ0+Y9yyP+VZVEiVQRZ2WA18yLjWnbHx/wfjnz2xcvJnMwTh6lKSaNUSviQaUTx4wuEe5qRXlDKrBtPWX/IgVqNGzBkyFTmTY/miVqPfUv9MUt3Rh3wmuCQo7zd1QltRSGd+0RS9fQhmqDeoLeLTxvmci16AN037MJb1wwXvxbEv8mk4MEu9KWMCWu38vv0QnRrPad52Gmm9ghix53nlBRUU1H4l32dPpOWbkZJ3CfS/+hi65hLuJMO4WGjGTx7LvO3nGT1+M5snTyf/Tfv8OZKHHuWrqTQwp4LW0aR9WA/96/Ppl2bptTy0OXJ50I2DBnGxkntmbD0AtePrEfr7SEWjBqER9Rk8rePZtrSLaybOZjNU4Zj0awPFoblbJrQgu7OSowDAzh4LZb9Jy8zdPJ6mmU9YNY9JQVFzkR0tCP+6zHGd+zKrhXDKEkr49P3RNI/fiUp8ye7ly/mY1Ycu4aO5P+w9lbhVSzb+vevp8+4KxKSQEIC9faevQAAIABJREFUJNhi4e4Ed3d3Z2ELd1i4s/AEC+7uSbAQSIi7u2dmWv8v2JuzL/Z5vr2/59TVfHqOGlU1evTbVW9Vj/HxxUsMuir8hk5lf3cHOq/Zz5iOBfh7ezF+eGtqOrri8ftZdr6rxj5nJVfbDsNyVTonr+Th4WTCb7+X42hbk4+3H9Gh6xBCDk9lxq77WJureXN8Hp1nriSglZHqb3c5djkMa6UvAQ3NGdPJh7rdJ2Me84mCggKSzAXqFH5gx9axWNv8hkVWPF2d6pKR+ZoA6wQO75lHj5Wn6a/9zFOrLpSd3kp5ZSlfCquZHlCL769es//sVB7unIpRIUNTXsTq37Ppd7yQD2FXGdFzHiUeAYye04WgVSOo1hoQs76TGfeRY3Mrade+MwcmN2L2iUhaNqlDm4a2PP8ax4qJHRjRrinWvScwc9wIJnTw4q27LXWFaI6tnM+83UfY0MwX79peWA0ZRmXIXpYfesD3mHjmfF/AnRgj32LTmNK6FmvOLmfZ/HZocpRYOmloe/g+iRMHY+VWD+l5LSvbWdHnSj4t3FvQbUxjPu26zcz25oyavI5kqRNDZs0m4s0IgmVT2bbxA5L4Hyw9GUT6qx3k5NkwYfVOnh/dyqIL9/mOkj6NFYTapXNx4wHur1jPx+x0Dq6eSg/lQtx9uqEp3sGEmv7cyv2KNB/6ezhyOV1KQOOmvHl0gwGdOzJh8jKq3h9E1WYa/Vt2Qe7emOLsZ2RZdWfSgEKep0g4vWsq03o3o9v8deiS4ijL+oGzb3MWLVqIRmuknbc/PnI9mWkv2PnXQbwU+XyvtKbXb825vX0h508d4Pb0mfRZNBmlvQsGB1NKb/+BqvdMQuvJWd/aFssqM0aP6sofk4egFAqwNhziQHAFQ/rqyfQ1Y9S8CWzYdJnrE+cRHx7J/svXGNWzD4snL8Ym8Tazpo7k9Zdo7l69QNahOUTcOUlJSTpPL1/i2OAAkp/vwst/IhVmSqLfhOOmvsugjBhO/rWXGzvnI9RtS9WPRzhUxjJz6QQcbgTjbXqJDt7ZHHn6jHk9fTlV5s6umC8kxadgampB7PV8/mw0jL4Dh7Dmxh5K70cRdPUit8+dwK+WBw5U8GzKXHoMas3OxXNIup+Pz8z+PHi0m8ysfGrau3IkNZPHJ1eyYdu2/09s/Wf573LqGeRkFmZTUSjjQoQLrXpOY/3GPZirTLiRUomFpTlDxg7ie3Qo82bOpKy+QN9mbkgLK+nQyROVwohUp6e3hxmuDvbUbNyZp6HfsavTg/U5EeS9C6O4pAKpUkmxRkbG7EMIObkcvhDM9ctPKSmBBq71ePbkI0PGbOTkX1f5EBXDztPBCEZHtm0VsDRRMHLwMJITslk1sB/rhvZn02VLqrVGchNfkSrU5s71dyRmpmFWz5MmPr6IcVf4kZZJcWEFSzcdJlaUMH5Cf9QpMRTnZxF8ZCevos2p1kFhciESiQSVujbOrrXJL5dRUFHIu4ch1P+9KWZqCfuvvqN7tw6obOwpLNRiZanC4FSXazE6LKzN2Xn6Ee2t5Vj2noOJuQ2RuXmYKCG5pIixDgp8/Pvy6vMr3BU6HJx05JeX0bxrS0wUZvjJ65MQlU5eXhKvP8Xibm+CIfImHaZvp5GbSD33WhzZdhGTahXmxkoc6zQh890+UpPLeP7sAdHB61FZ1WHduoUkJOUxacvf1DWTMHX2dKQGGdHR8bz7/AaNTs6D4EM4u6p4//A9JrYZ7D1xDl0ltLMpQJToiTl/9WeWCJ2G+DeZaCqrkMpk5EangFyKm4kJTz9kY2phyamd0yksk3Fg2wAaOVljozJHFEW27XvKst2nsLB2xam2O8+v/4zIV1Fdwo3Y89hq1EzuVJeCkiIAGluZsfrkY1Ky0okLfs+RU/cA+JwsAyQICoF3T36gUlkSEpPOg6df8HTPwl20pDyvkPVH1uPqYk9GVjkyUUZOpQ6JiZzi0kKKyktp4+2CARkNveuSkx6HrYUNG+ePpqFdKdXVlbimhiGKasTyGArS0pEemkbb373Iz5Egl8po1NIDlbkjw4f0ISMtn7T34VwIDKJDHxPc7Gyp47iEC+eOULd+PVIzKvHouZx2rVoCkBMfQkBjT/QCJOfqiU1JoVovMmvaSIrLyhCBIk0VcqnAw9dpaBQWxP9IxCiIlJfYEv7hE551PfBxckcll6BQyMj+UYjUCJUaLXY1PNFptfg0agLCz7jeWk0ZAwd3JikxBZmbM5MHB6BSSTETpCycMh6fnhsY0nsJU4fM5sbdszx++AUbG2u2bl5PYYWGeUvmUEuAiqgY4p8HY6zSUqgXaNHGnxJTCSP7DmLnzPEgSjCrUCIIAiWllQypVweD3JToIgOHtu+gLD+ZsKtBOJtYYIaIf/sxeJsXk1EmsuH4bV6nFoNUgl2TDvg07YJMpqB9l050n7WJ/NwqPoR+pNqoZ1vwHbLDi3E2U9J7/DSiotLQGfSotCq2bt5JWF49Fn9NpSTVyLDhDfH2tAfBEh9PB3qOHMaoweOQinratPXngrKQlOIkLm5ayR8btuBgJmXHzj/4EfGZHn3bIZWpsWvel3FL9mFUWmDoPpWaHgH0962NvrwAiVRCRHQGUdGf/2OI/a8oC1NTSzEjO5umTdvSbehGBrRRknFtHZoW44l4HUK9ui4cW72OaIx8+XiSjavPcuXuc6aMGkiLBiGMndAOO/fryEys0FUUs/fcXo5t2oKZiYrF8xYSMGoxRmMl9716keFmQc34Ep6MbkHfTp3pETCQ1+8+IJhbYC+V0rxpP0rKDTzc7s30E2HIJSIF5SWE3jpNYUo0M/Z+xbO2wKI/djB1fD/GZWeQGZ1G46V+7Ppoy6Uje5g4ajyDmvniMeJP+nRqhEQwoFKpyCvM+DXmPn168eN7JB07dGLTzsOEDG7D9qoMOgzZxKyxAXy7s521f91AKYJGn0NC7ggO7uzCwaO3gEQuXrnG6GEDyawuRW4UKNPpqMoqYtiY6fRv7kR9wRyXwYP4+Pg57YdPxtzCHCSVmJlaoFaZk5Idj1RmxKiBK7cKUIXcYuLuKbw7t4EL4Uk08htA0q05+B6No53SSFFWBBG3grh8KY3gd0FotTqKyqtY2qM2b2NTeRx4gBp9dqIylZObHkNFhZbIy0OYvD0eG3MZZVVSsgsLCQ17Q3ZKLANHz6KytJSC/GLq1bakaV0fKqs1mFXGMWrUOILvP+NZTDzDGjbm3KdQ7j78SsLDM/j0nUojDxdG+NfkQ6FAcrmSC3tXM37RVvSS2hirIrCxM2WAl0BnPzvGHI5FlEkRq3XkFebTo3cnXj0N5eXZzRSb16J581ZY2TmCIAGJyNsr+wg6f4i5K7bTvt80Vi0Zx6adZ0lMS2fN9Z1kJ2WxZOgK3l1ZTue+K0j8/pZiTTGqggrm7zqFQmqgoKgEW1dbLg/swNHiStwHbcXc0pxVXb04uWIMoq09W46GkVldi9v13hKIQE1PHx6+fM/ELV/YvHwbBeV6/N0+cvnqXZxdXejfaQTPv9xk4bCuGHUit0NiWLR8JRHKFjxc3JdiZSU2mkQWjRjG9G1n6D98CRY591h98QPPzdz4e9I47l0+gEKhwGAwsGngeOwdnMg3SJi0dgGPnnxkxNCBqNXliDJT5IKG5OTcX/46dGB3xE+plHjak5ucwMeYZBp71aba6EBzRxlfS/UcPXqC4D1zWHzkHhvX/smj+y/IL82g929erBsxjlInHWeuvcHBrQ6Rb9IZ85s/UTcfccnaFBmQW1iIZ30HIj9+xcenHpO696Ch/2+k6yWM6NeLa/dfMXZAN2SChupqLRK5lMEDuuLqWpuNfx2mq1kVmTXV7N12hNrenTBR2yCRGGjVsg1v3r4ioJYvFW5+5BfF8v7uGTr2GIKliSVZxdlo9AZspJXYeDREq9MjEyQUZKbQvVd3zgZd4v2XKKrfnmfSnkD2Hw0mryAdR0dHXu6aw4a70ZiZ2vFgmx3ug3yZMeQ4xy6X8eb1ftp0WsiCqW2p7+3MuZ2vuPPVnmErV1JTd4uw0O+EfwrH3ccbpZkHSPQc3bqEOn4dadHQk98b+zF81nwsrTwYHeCHq5sPCbHfaOTbgPIqHeUVxWRmJP/ffzrtVqcGN3YuZdHCAOIez8Mr8yqDNwaiqUhjaefWaM2raD+8D1c3reTD7TjWbNuNNr2IGYP9Mc9qQ4z+BC/ujuTsQi++xV4n+cVTXBTmtG09gKEr73JxYR9Mrb2YbZpHq1FOVA63oEerJii0Ffi2qs+Yod0oC1xOuw71qKj4QsHRPnRfcgHfzi3ZO7srH799Z1jPmSRExhH26DSXTxwncFYX6paEEe5mz5t2TbjxRULq52dkx73lZehntjyI4+bhITw+NYmkp2cY1sGL40O7EnF2P9OmDufQjF5ocjIICP/AqSOryO3Zmz79RvEw+CItGtRl2cnHJOeW8SLoFClFJowNSMPPoZCylAc0c9GQ+vIQT7a0pJa1E9sH98VWrqayWkNC4j0OhkrY/eQOdla2LD+2lWPz2iLqi7l36iB/jWrB54dXmRjQgxvb/iT40knkxsvUc8/j6Kn1+I7cj1tyLiOHj2DIunu0DD1HYVwCh/espyzyFRnFwVSVl3Bq9VR69g5g95M0to8YiVnrmZgZcunursS/UVPaN3Rh5OIXZGSlkJORgq15CReD9pF+bgZaSTWmPpbcOnOYiXsX8y2mgjYNvWncdjJyy5p8DvmKg3tdXOzMESwM+Lu70sDXjwYOJsxs4EylQcLs6bO5eOkogzrbIom8R+taibjVL2XLsGY41HflVGgOtVYFkZmVg6lYTB11EdHfbjPM3xGj0YLWExdgl/qaNu0a06qBP019amAuNyc3zsjkUcs4tP8Cu6dPwdPZlP5N/PGo70lAlSnvLzzm0Z4p/CY1cG59PwaPmk9uVDL7L16jLC+TpzePoVRIKUjLwH7ILN6HRNA07i4FB+azbfNikhO/4N6gKfXkr7kz1Yxe9z6xLTgCj/p9WDChB97Ca/rU/cT4xp+ZOn0BjzctoGMNNQ62sdxYPgh7D0dmbjjDkh7d6Na9N535ypVji3h4ZQuvvpnjYHSmpZMLL97eos+An/kV57iZMbBjY/btnMCq8ROw0BVQUPwNZ100A+dN4P7Fo1iRjlosITujnEfbx2FW1hc37/2EvzlL/eZX+Bz2gaEj2qAxt8XGcQjf7++lW+OO2Kj1nDu8iA4BLYjUVjF/yggOPxxO7fqW3F7SmClTBqIrTmLxjgVcvPOaw1dvcDXoDF37N6BMG8WIxwfZ6J7NxXm98LMq5+v1m5wYXI+QBw85H7gWC30UCyd2w8tBhktpBAoLU9p1aUvk7kn4dRxKHc9WzG/fDhepCbGqWqyfNo+3oekMGjgYyZODePv1Zv/+VRye2ZMjobf4EfsaSXUO9Vp3JzUjm7KqIhIysjm5fQ4rps0lLi2Lv+e14UdiLH0n+NPTxoqLxw4xLGglonMNjNPaoA+/i0+D5ig/PMW721A+71tGvkbCwn35aN43R1A05MXNo7w5c4z310/yLqSK5rRG6+pDi9a5VH3bStCthzT3VDJqRAdaeciZ1FJKLZMKGtV3RnZpMwlfn/Gj/kKsvp4nM/0zSscm3D48EEGpZ8fE7szt6sPCRWP/Y4z97zKGSKTIbZwYMmgyKpUpMhMFBqmepyFvSM3P4eH7ME48eI1UJmfVqWCG9OpGUfIhPnyMIzE+jh9JuWgk5uRnVdK9y1KCb71gyczxfA17iL48l8pSPVtnNSNkr56XT54x/XQCfZccJjsviVpWRkaOGUHy9xi8POvS3cuCc2dOo5LJyQl/ibY4gdzYSOZMac7H0Ef0adSIbatHUaCVIihMyLNpi7vSyMNPCej1Mq5cucG2JaNY/WdXGjRqiMFQQUpUBFYmJrQcPZQsfQm1sqNw8G3C+o5uvLDV8uz5d0KjYhk9bC4lOfGcmTWO0tISqqqqyP2RSHFRMY8fvKeisAhPUwnRiYl41G1KVXEO5eXllGgqUEgl2Do6oBfBRczi5M3H2KnUpHz+Qk3bWlSXl2Bq6cK3mB8Ul2mI/hLG2/cfiYmOw15Vxb1X37j10hm5Wk1VpZSDdqW8fhJIQkQ0DxJ1YFDw9G0MOokd5RqoSP2MTJRgRKRMo0UQBJLyikj+moFtSSohsdk8vbiDssoqhjeqw8vP6YiiSHJUMUZRw4+3EWT+iCDz5FGOHjvH/Ycfybi+n+9ZxcRmF2OvFlFKJHyJyUCpskejLyUxJpNuvdsRfPYvXn0Jp1pTirtfN2JyEsAoolYoyC6rxMndhV3rVvH6WCAL2/hiLUhQ2zgxZvJGvDq1I+jgMPTVMjR6DSbaMkwqUhjfqi61nJyYvmEZuw+cQ6vTcSAkgYVzdtC6/yCKcoqRa9Qgyig0qUdGcjHvYgupq6ri1b07FLt+YvaMkSCKVGr0dGjtzfL1O5Aoa3NbUhulTEIjPz+KSgV01dV8LzLjU0wKuw4eJubbN3Zs386BY9ep0lRiXqVhwrwNCPpq9p68gV/LxngZ7bh/+TmrNl6gV5vfMFaLvAg6hEYPOZF3mD+iNwaJngV/B1EkqklOjmbJgavYWaj5/v07NWrU4MTN2tz5YcvUVh7cCoki8O0Hykoq+BbxGYVUgVwmBwy8fZ1E0zpqjIZckiO+IBhyiEnJ4fv3aAIPnuBzciYFObl0bq3myLzfaR8wm5zERMpK4slJSaKh80Ss4iNILxcwMTXDWVGBl7sTKjl8uDKPt09m07XPMFrMWc2JC0+p1FRx4/E7cgqKMVeJ5BbmE/ruAJElJlTmZVIsq0UTT0feX7mCrqySsC/f6L3mFGaKCkaNHsWnBy85cPggBYWFfHn0geFjxxObWElEpQ6JBMpLc6mqVuDm5oqZtRl1XBz4EbiXBX+spYGrNQDJsRnM33sCTVkRyQmZfAv/wJ2LP3gVG0XKs/t8PXaHI9v2o67SolYoiX8bwqw9l/hxNYipYxahK89mZmIcJpW2eJo4UFxRSbamDkWlJeTl5xH4/hXD69ahRw1bDp69h9QgculeOL7+vdgyehjHrrzgW1wMDZu0JCQpnYYtuiIzFJJdbWTruqVUVlUT+y0apUJB9o7TlOo1uL56/59j7H8b7e2fv62dnSgulFLfU0VUZOI/rooY9QbGjR6J0tqJhK9vaeRZk8jEHJ68eQdAwJj5SGQicoWKSZ2juXf9PUoZ5FTbUFmpxsrBFXMbL5ZPHcrBwPs8OHOc5OwCjIKBa7fe4OHlRlpGPq1a+P7ql4O1+ievKwgsG9kIg8FAWFQqZ59n/aPj/CNN/c8ytV9LyioNBD4O+9/GiYj4q84/qwsI/6JG/Bd5V6RWbmCopHdvbwS9ltKCXB4+uUWFphxztSWubn5oNVVI5AryM1JBlJKREI1REHkVEsLMGVMQDQaCDsyl1/jdv3QrVWa4qw0sWj6eCUsOIBEkgIERHT15HCnD3MqR7r7F1HNzw6zgIcMPpGNhakLz3tv5+HDjvx1faFImAU0bYqItRrQVKC+FgiI9MomAXhT5lGRk+/YNJEY/JCM+EQsLW9JyixnYuTVaoxK5Ss75M6f+OXoyMtIpKtbQpHE9tFrDv1oSBBFEAZlEgkQmxaDXEzB9FBUVAioTuH3kLIj/amM4fuUR1qWhmNnXpM/gCZirBBSmNuTmFCCKIBegbYe2yKQSMIgM7FADE1sr+nXrScq3tzQYsJkjM3vSZNw2bh9di3eL1oyevuTf2uJfi0KQIADVovHXtfnz56PValEoFPz111808qlFYnohep0IGDEY9NSu5Y5CEJGbSvka/uPfORT8L8/Z4AGd6NilNVOmrMZmhCU6vZZrU27QuLE/Tk4u7D24GwtBy5nHqRw+t4uIC1uQ5uYw7M8Tv3QEDKqNoyYVhQFMmxygfQsvDhz4iweP7/zbNgVB+If7ypm+agTFeVUopKasnloH0aggMz2K9n3PAtC5/xZWT+xMVkoibbtWIJWoAJEV259jolKhNxq5cfEE5VoF6CsJaGlOq3ZtaPRbUzr23fCzQVGgUS1zJEiITS0jKz8DqVSKQTTyOvge/n16IZFIcHFwAEQEpHj3tue32t05c+jMvx1D766mlBRpcbQz5dqD4n8r071rBzbM6YSzQy12rzuKuVIAZOx5+uVnQlFBoKys7Je8UZtHlTYdldqf6YtnYWJqQ4mxipW9uiA1ZLN430EEhZ5TJz8QePMiyT++IxaVsG3/sV86HNzdARFzM0sSIsIBCQhGEPm/pywaNfLn/KqVtGpcl+oKCc8un6LYKMO7rg1Pjq4DoHXDhjQQMnhw7SY13D34Y3x77GxscbSz487W6RhFA+0cvvD28jbKMl7T1LkrSZkWmNg4cnbTCtZN7MSoQX04tng5i5fMxSCREXX9KlIkVJYVIQk9Q+0a9ni6u2IsPodUKqWOrQlpb69Tr6aK22+y6dGqA1YmZoybuIj4JxdIePMB98ZOvHl2GID3UXEUlZeyfccaru9dSR17E5q17M+rjaPYdesHrb3rkHX/Is3crCjOeM+i6X0I//qK3r6Q8+Y0nk5mDBweQOL+Rfg3rY0gmvNhY1vCQ06THJvDufmrqPc9jXJKMYR+oNqo49jKYQRNaUeT9u14/fYl9zdOIi7yJX9MHsS9zdPQVup4tmME1d+iWDG8Ow/WT6NF49ZU5Ubz8vQGGtq5ICDw7dUjRIyYmSiY0c4aiVLCpPnTcHM2w1RhgqmsiJBt0/lrTVey8/Oo6epFaXkZkSHH+RZ0mNiPgXT08sDC2olCg5Tl4wKQlAvIpALT+7Rh/JxlzJrSgbmte6MwamloK+HF9iU08KqNhYUF55dMwqdWLfp4eTC7uz8WpkqCb27nz8kdMRgNqNVKbh+Yi6mpKdPaOLN2ZBvePgxCpZaS+fYmtlaWyCUOjKjrzBo7O26um8GOCd05uH4mF0b+zopezZEbq2ggkfD16TMsbC14sG8TolSCKEL4+lFIBQmKyjxm9O6BvTGPsav0jPL2QC2bhF6Q8vHQQro28Obyvj/wcXdEpjVwfP1k4h4FsXDBPJYPas6L0z8ButHvDfFpXB+AcX0nMqyZN3eOLODrjoXM7uHBo0ePWLBgARkZGYCEHUvHU79uDVq1b8nr/RtRyc2ZNG0aF9YuZ/CwCQzsNwPx/kG6dZsAEjUZt0/gVsOD4UMnkRS8khath9C/fXMerOgDQN8mrekkSJndP4DuRj+Od15GHUcLsp+d5ncfV4IfF3Dm1BF6dmrE4z8mU08GwcEPmLtoDp+vHmbkuBHY2Mhpa1UbUSkjLkNOPUMMixctoV+vFuQ/uEj7umaYm6n5Erif2vZm7Ni9n88X93P64lPE4iJ6u7pTVZ7N7IXBqNUm1HDxZvaw9gwb2BYJAhXP93D8WTIiBjYt2c2CubuQy4wsGNgD0WCggZcX83r5s7V7PZTW3ry7E06RxXCWdWtLybvzXN85i6TMMh5e/XneXBSNRJz8iRe7Tu4g5NJuBEFg5KAeXNm2mNaNHCh8lY06PZ11jWwZ3FCNUgo+vg1ZNKIXbjW9KSnScnjWRsLDikGAvUumsXHNVtq1uc/3cyvp36GaCZOHYVaq4ltyFlYqOVPnj0IlFSgtLWVhu9qUlpaydNE6Eg/sRhRFcnPiyH0XzaKRHfn+/i3N1SJXjx5j2qo/sPRoSnZBDgdnrWVw/25sO5rKq6unsaeCd+tG8XBjf1Iykjhw8DybBnaiR/9xLJo1lvBrR9g/bsh/jLH/HWUhGHkT8Y3tS1eiKc/FzNSCgqRMiorl5OT83Fho1fl3lAZnhk6aTYvmbcmKj8WtXkPM1DJO34/g1d0gnoemk1MiRauQc/31XRb0/Q0XEx0J716yYN4R4hNikZuqsK/TkrLKKmQaGRKMZCQnEfksmtdvw6jWCzw7cheZXEkvK4H0rx9AKqFFI3Nu3AhCqRSYPrgj2elpLFu7lo4ThhL/8me+sic3n9KzkSuGyjJGLNjKtDnTUdf1YMrhF/RsXIMJ/Vtw+swJvN0ac8y7J99C3kCZhKa+Ev5auBI7p1ooJFAhGBEq9YhCPgmpBagVCtITw/nw8T1Rvi5YUpNXd86gltgwb88tpp98hEIuY8q4iSRmlmJeoyXb/r4BVjWoNkh4duQxy3c9wNQAppZKFAoVLbsM4ua913yMSUQQBAoToxCQUmYwp++A4RSlhqHLTcPLvAHKaCPxiZmkFlax+WIu1To9R+d2pKKiAqlURnZ2NqLRiExSTVJSPDKpnA9fMnDw8kQlQunXeG4d2cf4kQswVkbiLCj5lC3nR3QiMdGJ9OjYColexuA+Hdm9eR4f0kooykrg78BDHF23mP7TmmHUi2gFBaIAQ2aOpJa5KxKJBGsLGw4uWkFNC5FLg0zRVOj5I7GStrcjMUktwa7kKyZOMpRFuRzYvJDhf2zGsTANhSjj/adQJAYDckRepOciMxiI/ZHA6zcfufU5DVEUyIhPR+qsorragGiU4TFzDwETlhD88iVqqUhpRTmL/rpFdWkpJ99nc+nRzxXb+aCbPL/1CIAPoc/ILirmYtB1fmhKUfecj5mZGTNnzqRPn58AevnaDU6uncSgoUOwsDVDoRIwaKs5eOAUe3YcoKKomPLMdOwtjUhEA1/ehBDy6hphn80ozE+irruErLwiRu17AsDf91+SlpSJh4WO3LIUXoWGotNWY+3bmcALVzBIYNu88Tx8lsKcfT3Jzkphw4MgpkyeQXpaNO/eRCBTyymuUCCRGjCR25L/I5r9Z5IIf/OJnOxcSsoN/N6oLhfPX6ZPh2bMmzODLceDMeoq2bnrKo8iIzmy7yLOzo2QSqyoNOixrkrH1tGL5IggdlwNY/20LsRtOE9SuYHSygJquzfk1fXzuLnVQBsXj31pGZWCCQWR0bjU9mDr/F5MPrIK3AItAAAgAElEQVSB4s8/mLnxHO5WKgyaXKSChNWHzvEpMp74r5PZ8uc+KkvyEUUBjBWUVRipU8eGUr2UhORYTmWUYelQC6URoqNi+HPzbuL9alGZqyMiPgZn2c/Z/sMHz5CZm3HRvwdJSZXsrCFDFxXJszffCX6ViF4lkBWeiU5th8FgpJ6rA6II794/IeprOAtnzCU5Ko3MT28Z0KMxCyb05+WXMHp3+I3z+3aCQYKZjTUztpxGaubEizsLuXfuDoWejcgqSCIvuYSEv5ehryzEKMrw8/LAvmZX0lJSeFFQ8Z9j7P9fyuJfi6kAyc9usef2eeQvXmEmEajS6ijJsUCHARlSduf8pDWaetlz8HwghupKBg5bwICArihVZuz9a+cvfX6/t8Clpgu6igqmDhvLt88hNGzaDHtbU5p16Mnjhzf4HncWvUYGEgnrV//P0szB3o7KSj0IAnqViNJMgamlLbWV9nyP/kDNGrUwyS3F1daB1kM7cfjURUzNFZw9tBUztS1zliyhsCAfvV7P2L7dWLDrwi/d88Z0p6q6EltLS7Yc/582C4PPkia/w+evBjacfodohA8hbwi8cJunTx5gpXZiiEcK2VJrWnQYSN8J8+nf8TdevfvB9D5tWXvjK4smedJzySUunTmIb/llSpIT2fd3FkNXrmXm7EWEbhlFz623f7X58MF5ji3fjkZbRt+VozBqS9FJK1FoO2IQtIgGHbOnTv239/Fep5qIagVVlXrOlqq5E5GGUfc/TmNja0EzN2+sXW15GhKGaNRTZ+4k8oLu4OTgzJSRQ5k8ddb/6idzF0xk/8FHKIUcAAxGWLFgHjKpFKPRSJ/pC1ixfBHr1m1Al/kNAzo6dRr6v+r7Z1GpVD/vsZ0d9WvY8PV7NEZRSm5F1S+Zjt0GMmlIC47dTGbpJG9EUcTFxYnfWw5HJ8iQiCIjx0+gU9cAzNWmlJdGo1IpcXR0omO7JECCIJnH1gZeJCUmkt2xBUqlgmqDhAf3niLBiCDCyPaNaD6+PzqDlrkTt2IUjSDCxNHdWLZyEwCtu4zE0txAbRcHIn7EUVFUhrtfGyJDn/3q79s7h/Ft+htWLk15e3oZB28/IizTlopCK9SW5Txfr0NTqiEtKoEua7N/1bsS9JAnV6Zz+Mp2JJJ/PwOr725BZXEpahMlTVq35fnrr0zt0Y7Vxy4hSgRkguRXzG8bmZRyvQEdckR0SIWfczWDCPCTwhk+pgUGnSP5eoi4+xCt0oZeo/tyN+gLJioTkMKiab8zcsoS0rMTiPwUSXpGBmq5hGVL//jVr8KiEuRyOXqtgSFjR1PDrJQUzW9MH1GP2PhYIr+GM3xEL2JjE1i+4iAV5VVExkbSzL/xLx2dOncnMSURR0d7rKzsqFOzJpm5uXTu1JLX57cQq3fG2qY5hXmJmKocePP6AlKpAEj4+C4YXbUWbXUJL8NyeP4ykNTMShKjU/+tHSctOkpuUTmTfMvou2ANsXkZXDqxmbq+fiikpnToWA+7uhOw92tK49yHDFp+kjt/LyIj3Uh8Zh4VxaUYDOL/PWUhlUq4snsxluZKmrpLiQg8Rg17MJFLsHJ1xURpSceR/ekxeTo1fDyov3Ak/Sa1x1wlxcHGih5tfDm1bAUP9u8m+9ldDIgMa+JOHa2GBt7NODlnLD269aRNx04MqW9LTEQ6Q8ePxib7OyuXLGXp8tUo0xNZPHsuZhZq8kIKkJoWM+fySzrXNcF/3QNatu3MvO7t6NMvAH1JMYv6dken1VGYE02/Tv44qVIZP74DKUW5HDxzhaFtbejbswOjF6/g2qm/8a1TD1crMwI3r+FK8BOuXgvizPLpnD68HEEQGNatA25uDtRxUqApyWB928akeJiiKfyNNm9eUVRSzLEpw6jfoBkdO7VhYLM6FJYXE/o5GpuiPBSKz4xt3xA/Oxsm9/ClUb+hfLl9nDNBL/m0aR6BWzfi6b+MmPT6nHn1kYHmoNDrmBOchFphSerNc0gkEnwt7Di8dQOCqMDDVIlZnhMytRpBqGZ6YzcUMhnN69Xn/KxxrOjWnA0blxEb8gaAkaEVnM21ImflJK6eNsHJphUAy6c25NPHb2gryskszODWkye4TRzOcL86IIr06tGb/SMGcurwDk4PqEvVpeXUqmlKRmYy76/9RWpaAgBD/WrQprMTba19SLh+iLwuLVGZGLGWZGJto2bZnDl0dFWwY+skLp44jiz8Jk1qjWVwqy4MrGsPwIXJQ3H1rMOnzyEkHFmFf1MfjEYjmfeD6N3OF+v67nz9+ACFzEB81EM+n1yKqMtn8tCOGNLScbK1ISo6huw7zxk7cx/txq/m4h/T6D71TxIjv6F5uR29qGHHhi0UxYTj4uLMumH3aeq9HQEDAasnYZRI0Wp1jGzih1edGkiMIi/PrsbcRE6ZxkC/KhX7N55n1qAm3Ni3nmpjFUv/2IAm5DESiYCTeRVfL17C0lyDQS+wYeY8yvPSuHn3AS8vBxEWEUP3yWtp2Kw5ALmVUuZNmYM+LYQ//MMxNbUiUDGS6m9qXjxXAQIX9q7E3sYcUzM1YaFaBNEJZ08JKW/uoLZQMG/+TGLPr2H+osn42JRz/eRB4vN0dG9Si34NnHmeXI5Bpyf/1CoADm2aztu/FnK1Tl3WDHVj11BP5o3qwam1szl9cDtg5Ou6wUilEiLTlTQ2GlEbC6jvYMPrnXN4dOokGHWEBk5GMBrQp4bw+uhKlh9dQ2p6Ms0UAkajnqn9W9KhpgODWv+GhaUF28f2RiqXEPG9nPn9A9i0phuBZ4/jb6EmPSWdDctWY5IYgdFo4Ni64Sye3B8nW3O+XJ6Cg4MJHv4N+XP6VMwcXTEzN2Vla1ccbG249udSDk6ehJ+yBJeabhwc3x6DpojqsnLy7xzjyt5NDOw/GkX6fUxS41i+Yikbx80h4msMTZo15sXxrfzWqiXd1izl4PxxADQRXzHJ8QV3H7zg1dYRPA8+hpfKmYovXzi8cyvN/UbwZesQit8+otlgH0pvnGFuzwAG9ehJSW429dxt/mOM/e8+DDGKhH2IxihIiMiRc/n2PSa2tKfWuI0s37CBPScfsfz6D+JjI3Dz9mT3oYvcSozntokcC1sLVk7tTYNR89gQ9IZCj45UV1byPNeaSs+GVOsLCf0RRlJqAvVqO2Ko1jJ95CDub16NTq8nLicPmahj16njVGpFyjXphMWn8TpcTbUslUH+Wsb6V5CZmUV929rcv3Odpu068+LpC6zsnMkuMhL8IoHiChV6iTk1mnoyoUcDBs3YTOuuc5gz7yHlBhWpKVGcPX+bjeffs7hjcwRBIC3mG3cfhWPv5ETsmy/ER3wkePVKPl0/T7MxwzCoTJBmf2VeHV9qO1ig15SjVIhc2bWBTw/fc+36GWKytFSUVTFtzlkufC5lw6V73IrOQ6PPw61lAMVl1aQXlZOckYdEaUrLJq14euwmtVs34+9Fg5EYYNn0wbxPz0AURdKMOq7efoHK1ApnU2jgXIO4h3KcrS3RlRfg5urMgekdeJicz5/Bb9m87ShXrwYC8IeDkXZqDaabr9O9WwHm1aGAwMX7WVSX5GEQlCRnZqOQGHmydi9uVg5UG4y8j/hKZHoyyVllqJwd+ZadT2aRAoO+itDw94jCz6DvB05cobhEjsYml5KMGxT06cG2PRf4GJmNIAg0beqFpakVq1ZdIrW4gEPflWAoJinZkjq1lADohCpq1nJHIVNwI72UQycuIJXK8eoxgC+hHwn/FMPTG3do1KoxJiZyPGu7c3vaLWYuX01KXC6tGylZte06H2Pi6aKvZOuMgaTnp3D74Aq2/LGQkBQdO7ZupELtx5i5a/kRnciSmW359GM2IhCTmoz3wimASGhCGnfuf0IviCRGJbF71Xgm/bmPg+du49e2MfcjMyjKKqBGLReMRpF7oWHMmTCL2EIlhy4Fci+kig/vv1MtlFJLkc6rsDdcDT7N6aMXeRQajl6sA8CnL7GUmpmjVJqw/nUuCmsz2lhbEGYsws5SCYhEJKZQrKmkulpDq7o+fHxzGssKkerSPNQC3Ai6yt6LN1HKlNwMF1DJ5Ri1Rp68+EztGvWRy03R6kQWHvsbAzBw0DjaLdpPUX4lk9cHEdB7Ij9SM9i49zTr/9yBIEg5HS/FYICrozrg19ST6Y1dUHot4IeFD5YONTAIUv5c9xfmtiK5p8KoLs9gnlVzrp49wq5TfxPyIRwPHy/GDG9DWVUFBr2B8OifG3sdWliRZ1ePFX8+Yt/RQL5XVKI3Gvlz8zK+hWcCMHD+PmQyCXeuLWTihm94endkwPy1nLhzj8TP37Czsibw0QvsbO0YtekvijJLmLllD9sGenPqykUsXBuirUgh/N0LnlwNJPRTKG0nnUdvLuPkkeG8ff8Kg96AmaUVwcHBFOflk3PjLcE3CwB4+D2LLc9S6Oqv5MCV55TnFJGt0jJxzRGO7ttMWXE+LZdfROpuRXlxXTq2b8mr0NdsO3UbXdR3/Hya/8cQ+19RFs2aNRPDPnxEQKSwMB9bW3tCQ99z+MItlk4bj96op82MNbSqb8aD42eIjE6iWmvky6e7TJ04H1GA1k3r0aOZJ3H5lRQkN0KtLOHIzV1EvRtAsbAaUSLQt3cXhH8snSQIGPm5IyqKUkAPSHC1VWCUKsEIV25dpHWLNhw4egfP+lk8fWfKhtlu9A1YTQfnmtz+HsXkaeNo5OdLWXkVg0dNon0TKUWSVhgMBkRRpFO/3pTkFRB05hxxT5/w97UgXn2P4XrQBUTh58so7sNjFCZmSAwC8xdv4caTm/Ru055br17+stGmBb+RULmezm2kjBrTHTCCAPM3zaFcqyG3tIxbu4P+IS35+T8SRh0IxcxUhUyU0Fr5mBfnTpFTVol7/YY41nQgr7yC6I9h+NSvh5WDNSv/PPfzSAKgMrOjz+DBuGRH89fdZ4iCEYNRYFr/33gaX0zbQeMZZB7LnjslfAsPp6yiHEQ9CBJGd/RCbzAQ+OJnoksjsHdFXcb3AIWdGSrfL//wFHh29xISpRpBkNK+U89/nIyQEPgomluXD7F27ny6tmlEgI81zdxNmBQYTc+VazGUp+JRmcTjZ7mo9dnMXNGJ0opCnJwsWLXqNUZjGenJ1b9s6OfjiNpciYuVKXv2B1It6CjMSqPaQmDJ2IVUVFSwwaySUnMb1uUo8Kxpz8ewcERRpLhC80tPDTdfatloSc+XU9NRpLwoCy87K66EJCP8w69A+g9pkS+f3iNTKrh3cD8iMnT6Ki7cusWLdVBnRgnz6vuw9MF1JjTpx8386F9HQ65eWImzrStvf2RgEv+Zg19s8fVpyrJpzbh6JZiMvHJuXzhPXVcHBvj5MvnkNhKKq1AnPWXnqL1MPrmFg2dv8DU2A19TAzmGSnLyinGoaUPoy2hEUQSJwD8JQ1EU+a1hDbIKS6nnXZ+SshJad+7P2f17aOhZnzWLZzBk6lwikzMpjLrPkm2BaJSZRMdnMba9P3e+x1GrniVlxQpaeo3Bvvoto+bvwtXV+VcsBf2/PPde3u60buxPa2dLRL2R9IJUxm87i0TyMzWSCSloKipY//dHngYfx6uWE9VSNb5jNmJtJmeIPJp+S89RkBqOvUtNEmI+IxHAKMLehZ1RCSKu9o749huBUiZgbVMb78azkUgk2NhmUcfZiSqNjriob5xYPY+Alce58TwEpVJOXpGW53dPoVaouHTzKQO69iIjNQ7HWh5UGQtQqCQYtXD/5hv0GJBLIOnHB5SCEa0IMgcwM7XA0642Ie+/AAKiINKxdVNeh0RiZqZke60K1DKImxeGg6mCIo2Bd8cG8jUxkyu35tGp2XYE4eezM2zyBESjDFE0cu1BKhK1FdqyZMTcD//3lAWIpL15iICWiNCnHJ45jP7DhtCraT0uLxyJTqvBUq5gQhNPAPp3bsrxP2dRmJvNntX92bZjLY3tbEn4nog+qwipTS6b/2jOmS0rmba6nIv7t7Bk/lKc3H3ZtH4Rdi4OHDu3jxtHFrN2Zl9a+Thy/c9ltPeWsmbeACZ3bM7kUd3Qik78MW0i7Xu1w62mC25p9xDklnjXcKLSWo1bTQci3r/Gz0yNo70Df0zvTWKxAp1Ujq2QgIdlJalRUXR3VtK+S0dcmjRkx5E9uJbE8bUwn53r1hCakgIGPQlPLlNVVYJCoSTi/Ck0Rnva9OjCX93bMWDkMEoTSqmhOsLutb2Z39uee6v6MrGVFbnh36hbkMEQ+yI2BbTERSrlYtBFNvT1ZtGMdpiqTOhbcpCQg5N4/OA9nbt3431CGQfP32OwiwNvbwRjqpLR1ac5jcwdOLtwOmemjuHizLGsqmfBxjZ+tDBXEProDcvHjebKoTV8Siljbucm9G7bhPxUPYu6WGAw6ji0ojkPFzZFkJizvGsnvsWl0LrfEjaN6IePd30U9lP4HDmM5ynrODy1Mz19HGjuZodMJuPtqQPYa6tp7+/Hy4Wj8Knjip0hjbUeccR9O4OFqYyCUiVWFmaoZAJeb09Sr/0ooqOKqGFdRp5YyPsPT/l+N42MZAdq1bDFv4YbjRp5olKYMLm3O529LFCmF1BSIiU2+iEJr6/w5vx+1s9ezd7WXowc3ZOlWVLuKGtS39qUb5++EnFrE1KjhsALR8m/eZCvYbcwLUilg48fjWppuXdyNQqdwPiOHng41CT6+Rk6tGnNmROLODehA4Hn1xG0awl9Orbn/suX1HC0JKaoArVCyvIzrrja21OkEzk9fzRSpOxYNYo7mzezf+UEZDKIDDyL2kRFrkzHJN94nj+5iTzhI/XlRYQ/uIC1tRptdTmh8VE8P34a78pKVux5yiN9MTmhTxjVwpWqiirGDW9HckoOcwPa4WthQ1VyKTP7tqS2lwelpaV8uHiI1KwC5i2ZxpqRA9GW5lGWk09DbRytfd3Q6XTEXdyPv0dtlo7rTtKrZ/Qnhcz0Iqa1bsGL1DQMGgOOiSIent40VKdSAzvOHtxADSslG0Z0wU4hY8/cYbRt4AJA0PqlpMdGY2Vvy/cfyZx48IGy7E/0aeCBZ+2a6HQ6Lu3eTfiZjSDK2Dp7Bt+/f2ahXSpJOyfyOPACeYlhrBjpj19NG168f8TySSO49/g+bdp0Qq+1Rq+t4tqB09z7O5DC4nSkMhXDGpfQzcebJr83wE2up7KmM3XcvZHXUKCtriDs9AGqq4sZPGoE1ZHhyC1ckcmUjK6pRSFXkP3pKR1tTIj/EoKJHEKOrsZcW4B/fXt2zx5NXbd62Jm5cGbadP4a3Y9Xb8vYs34up37vQVZMFLvH/s72hT1pNHMWP/IkFFfoaCsLQf1oDoN79mHmwACK090Je3yHDjXNCXlwHVGpppOjGXqZHKlCTdrGNiAx+Y8R9r8EZIEPr4IRBSVXD+whNSmde9dv4uReD+s6Hvjpihk5egTakp8nLgqLtEQlJmFhbUWrts0oVTpTaWbFyiOHmbFtB6pyB8y8u9Np0Dj0BSnI1SYEbpvG7z5NCKjKpcvvPXC1sCLsSzSRMXHoZAI5Gg3lWgFrK1MszByRiVVMnjAabx8fst7+P9beKqrrrXvfvr5ddDcikiqKit1iK2IHdrduW7fd226xuxMDW1TsQAQVMVAQ6c5vf96D/R/Pe/o8Y/zO11hjjXlwjTXuec973uPQ8UQCW4YyfMwmZq2K5sjN17z4ks2luPd814PaQoO/jzui3CoMZcVsPfQSpVyg77BBpAlKelqW4eDiQ6DalkLnRiS+S8DNx5alY6ZjqCyh+7x9tOo1hiev4rkXd4uE5MeUlBZjaWlJTl429t5+BDgE8f6XEfQiUnMLEXQGRvduyKG3+dx98p76DXyxtlRRJVWidHDFwVJDWXUls6MfEDBiA98SnnDu3AUcHNzwdbJi6tb12LsE8CQhlQW7DjB543GydQLrTp5C41sPX/fWzJi1Ft8UHcNnL+BDiYgd247x+dM3amlk3HrwkZycXLbE5VKt1WIWNPTa8RJrtZzi2nVp3749y0e4k6HTMXdgQ+auPcyMjXvwk8bgXbsBueVqtFotRpOWzNJitFYOZGd8ZfrxGGaPHICQeYapx57iX6sW2vIqOrf0Y+n5X5iNIuLe/GZ3344MG72HhRs2QEkAjeq3pmG9Jni61mZ170huv8xAqi8kIKQW118V8DAhB4WnPUfjP2BpbYWtfW3qdmpDeamWg2++8vhGPNIQd9o3b80M/U86tW7Eoo3n8PSpwb4Dp7j7+D1T5y+nRCOja3gnnn4oY0DnSdjIBZ6fT8K5XgOaDNrL2rF90VYWUmISUMvEdGxiwtnXj9KKYib8swfHxAy+/Smm38T5lJr+DRBv370VlfYavn2v4OKzZ2y4nsrhbZfpFNEfH3cXnEV2lGSVoxKL0WmU+Hlbc+HIdlQBoxFbWlMRtoL5559z4NgJUtJL2bf/GPUiRuIgkWOoruLM2Th8PJ05c+MpI9pGEjKgO63a1OL6ojX4+tVEY6Pi5pFlODr74OXjQoXZCoNRIPbNZ5IKtKjVahRyBS+//cKz5BOFeWWUBtcjr3oUDSViMMp5evcTlRIlQ3rMJvn4BWJu3aTWmesUV8KWW+//9fTXi8IluA0Ag7c+5tHnLGwcrMivNNDLZI+DZwg2Thq+p/+mZb3RFBfrGBoegiCoSPr4k0WLNrEmQUVw1N+se/KFqIHdGTJgKIM7urN3y2HCB07i7LGztBq2nICBC9AorFh/7hEzd18n/sAFFAoxlWYJd94mc+f2M15+/UV5bhkxZ08hNkuoLilGXFlIc2UR5eXlBLso2bRmIgaRAjt7W6p0BoaP9mX3/Rc4BbbBw0HJit0H+ZpfwbSB7Xn/9QdilQs6kSNRm0/Tac15vKQFuGhsueCgp9rRnelLNlO86gpmpQM9Nv7DzslN6L9gO+kWjVkdfQSxlZTPdx4QvWUdOktnikvNfM89zpUnTyjMLkfQlbP44D4i+0z47wn7P7ssJBIwi/gxszfyQHdyUr/zu/1EeoY3Izu/lPzCH8wcNAufsDCOHT8EGADZf7q5+7bcZ3Dr82zeep0Vp7L/c/fMgc3YdfUFGrmINr3C8XUKo1Caw/c3X/Cx0NFn9F8MGTSGL2lfkSiVnNi9C1sbOwoLConeF/2f2f/69esjEWXi6d+Td2mnCW8azpEz53lx5SkgRpCI8ahRB4C5/bvQqEkzHjy6wf4bb/7zlpTPp7HQKFGpLMgq8Eanq6ai3MCojmF8q6xmWPNGCJ+yEcwi9ILAynvbECUmYKpXj8vDFlPo5UHU2s3k5/2gqKyC379+Y2HvT/TSObjrTYR52XHR2pJze3bRtHk4r17cZc+aJcwZ0JFxi/dg02opgkSPpdqS5/eO0qGRA4rsb/RfvIUxI6cSNagZO/bF4K6xZM/CA1jUVuLscJzIqAQG9m3OjQv3kBp06Fovw2g0IjeLyI9bRePmHWjgV0lTpzAOn9uPrYWcI+kBUJ6Ls7cNksp0atdzJ8CnNpPmbubN7VMcOHyWfiHO+HeJwtmjJn7B9fmSkkStGt7/qVfzxVeRZCRhV68VtYvP8PvLDywdHdiz99x/zjTsGIaVyESxQSA2eh1Z2SVEjD9MLdcyEMOTxy+RIcJgluPtqcbHyQadvopypS1ifTVSkZj2QSJMUhtUEgN6h66cu7iPgweOMCByOFKlFLlYjJ2bP1ptEd7e3gzsZ8uXRCn2LoUEBI5gx9GFfPz4m97z3vHmyBiaTzpG3KautGzZggcPHjBj0UIsbS0Y128iYrEEs9mIi4Mtzi4OSMr02PQ5gkyuxCxISDkRTlWVjtkTB7Pp4CWMZhM29jZ0DO+G2WxEr9cR2b87gukTgjiYmp510BoFXt98wJxl8/5TlzmTe/PsySdMaieae2VhVnmz48Sjf4eQRAJfeol5n2umXricMQ8b8vrVc5Z3qMfapyn/T8YTkCnliKVKXrYoocknP3yd7dELBspS0qg0GLDXWNBlqA8SqZQa1oEsXrSPIDcvvhVk0XfcSOKvxhAUVBN9+jdupxYg8O+9AOMm/oXGwopaAQGcW7OMarOB3NIiln3NJ3b+IH4XFhFaqw/GagOCRExDmwQUKhUis8Du3afIqRDjamGgTou2XI6No0s9ByqahKAy24PcmzG9G9LEyYsUQxmXdh9i6NB+ZJXk4Cq5g9JGRUjTc0x8UY1IJCA92Is/P7Nxc5bx520GJ17eY9aIkXwRN8Bc+ALDjyrGzB2Hn40lP0r+4NhaR1qilvJiK2p4OpCda8SgLSYgI4X58d/o7ufE7kuvkCoEfP1t0CyR0u5BHV5HfubtkGokYhNSmRo3RxXiugPo5yfBZNTT1N+Nva9lhLQNpLuPCiH+HmHf/yAYYJ+dwOYzd5GIFeSXl7B26TySv/1m387d//eShdTCiuSlIxkzaSa2c7fwPOMtvgv3YyjN5vD2TSxbPxWRAlzcbDl17hIDd71keO++AAye6sfzs4eIuR3Nq+cWVGR40nbyNi4vm4aDpwcBzu6EKsSs69KI3DwjOT++kR7/iaVTB9PQxYU/T/ZiNhupvHeO8oaBCGZo6GiLWTAzffoU6tesjcmmAktLSzoEN2XShNH8fKvl/un7hIT48+TYPp48vAzA2ukR3Fw3hzKRlBHzVnM5/iP2iDgYWZcJLZyoqKhiXP9lTB81ifP7VnJqfGcs7Szp1bwGv0+vo9u4GShFUjrOGoAMMwhiXv8qQaawYXNBJV8rS7k/qA8Gg5EPMZcwGo0snTeFcd28qJy4g5COLdnQNJCWrcOxVqoJ7xCBXY0GnI19hbNYQCaTIX+9h593ZoJZgXVZKV/MNfmRlsqYuu70cKqFSCrj+J5V9Fo8BFvraPR5nejaLYIvt14xvU8b9I5ueHq58Ov4JBy9nLBSQfr9iwwIDSM5u4qa/q2RiWWEeRQxq2MNXOztGdS6PtP6DcDWI2lMAngAACAASURBVIQLu9fy+fVzmjVvzqmHL5k7e8a/696nTUAwmng8ypZLCyZyfzioZDKaZ59BrZKi12spzdFhp4K2HWsR4mKJd3s3DNVafv9JxKwTeLFlBam3rqGQiji5aiWeVmosNC5kH1qBSmlGggh9YRk1nBywtrKie6sAjh+5gbZSjLtTa9ILZGRk5dLJV0FZeToiqZlzQ9ujlqlI/fSFXr425Gdl4OPSnO9v7lCcmoXCwZKxrQbj5OLEgpjFzOwdjNxoIL8gn8cPHmJtpaF2dSGqt68oyXxJVLva+NWwY+7MAVzaOgcsbREEgWU1kxGJBPYcOE6H2r441ApDqVJzYMVf2Gp0XL5xF/fM71hZWXM3oQjN+1J+vX2GYNYTd/YwjcIb4Tn0b5r4uPz7EZk2iF1zx2BlZ42dqwaluJTHj64yqW87urYegEom5kqVB+lFLbF2dqSFmzPLX/xBjIlTf0XgLDGBWMTuGZ1IC23Luu3rGRXoxq/Pafi42dDcQkmlQUc3hyBuH3zB+JYdUCmUzB7Yg1bjgrh36iSLp05l2aaN1PP24sT0gXQOC2LatPHM6hKGg4MjwepiTBmPkCrlWNupESNmnK8dzaxE7Gtlg9lkwjnnDUqxFMGg40N8PFq9ESuVjh3zJtGlqTsVVVqCHC0xoUBiIcP0+Qst6zohUypYMmkaKpWKs/vPMG/sSMQ6A8MnveHD+X/x1P7VSjJmNkEslkJpKZWV4GhvT9vQpuTklNJY9AmxzoSFKhNrWylFBR9RaMRYKAQMr8vwcBAxwMkRxw8vSXz4kawKGWu7tSXAWonaVsmuxaP5+rkUXZaEAJUKwyo5CoWEJZP7gwBt6wXwO+ElgsICr4qvPE/6wYR6yZhiD6O0tCYu5ydT3yTievwkWRkFOAmVjG8lQyqWUJryBrnG6r9m7P8EZFuNhs0P7tDe8iVR/VehR4xZLObepX1s2H6Cyuoy2rcYR4t+Y3F0dKSlWylp3z9gRmDMyKvsO3KRjK+JLDoeR5aTFedH1MGnQSsUmBm96SyCbws2JlTx8/UHUq7FYnqZSlK6kdef0vimrYmTizPztmynm9yWPes3cjPmEm9evCT22gV+lWcj1tqiVqspKzaQ/PUrT5/c5dSJ4yQ8yCRy4XZOnD4JIjPfc74xdfcxHr95i0eAD1UVerQiMQ0a1afrhzwWTJ6Ov4OO+MR8duw+RZ6lH03q1aZ1SACDtl+lceOGmHtFErPxGKq+g+nUfQJKsYhBg/9i1swB2NgpKRnQFYNRj42LG9v27KJaasGKa2mEPj5C/3XR6HIrEUskhNWQoVbLCK7jy4yj5/habsDT2RY/BxPvM6qRosXVw5tPKblk/flNnqOMnqv2cn/NbD79yCF8ygrefWjKnUePaFhDjKmmJdadI5GZ85ncPZDdswfi6eWEWVvNt4pKGo9dzYvkZIauWEHNes14/O4DGy9fY83c4ahDI7n/5AmPY05w68gV/GqEsmDBImwVkF1cQbNWLamqquKf9Wup4V2Di7F3sPEJYMqPg+x4/JXO+8chF/T4uvpwPS6bdp2iGD2qBzbOlsTffML4xuGYRPApV0zsww+E1vbkQdwjvDx9UMjdKNIbOTiqJyq1EplYzt2kLARJADl/cjmT7ELCjxIqCrIQiwXKK6vILJLg6d0UkVRKiVyOvrqMoUO7oK/Wsmf2cCp0bviF1GfS8qvEbF+BraQCiUlCjEcxqfef0850DH8/X6ZOnUT9+g2YfvAm288+p7QaLC0smTyoLSvXHmX0ymOYxGaEahPHDu9hst8JBATikn/y4F4c9moJ31K+0cpRTWfXAHa+T0MkknDn1h0GbDvBlvPP6dKlC872IqZPnsyca6foFBoMQOPOc3j7NZuUlJ9k6v2wd3Fm2YJVPPmYTpdmGtJLBN4Uy9D1ms2A/hNZMXcM6/ddxtXVm3fJ+fiG1EOmVGAq/8WKc560lX3k/tdfNLAy8ezzT17n5KA3msg78QKZpTtftp2mo8iKBlFDSDj0lZ3H91OW84kXz9OI/fiLAau3ceTEbtwaT+aKohdqtZqNp+7SZ9wCqoUqMvO/46qQ4WyuZOXOK3wuLaa6vJxPVYVYejembffhdGnfBJlESrrIl1Ov3vP4XRZxj5+gtLbh/scS/NsfQGXtjnubsYzvNY3YDxnI5Cou3j/JlCULUamUCCo3kt1bANBz/T5+5+Vz5PRz/jkdQ2x8GhGLd2Lj1YTh8/aToQhmSOR4zsb2ZfeKpXxN+kzqrUOUxio4dyOWuhpvWLif9ymp9Bg8iIyyPxx9955DCbmY9RJ+ff+JvccphP1iEtLziF+ej9ksZuuhWPb8PZz4D99QUYCg0HD75XdaN/Ql3XUUS1bNx8Wqmhkz2tC0jj++jrZUlf3GuWYwn3Q+GE0iQnqtIiu74r9m7P8kWdQODhaUGjXHjx6hXp0GeDdxIO1VDk2mdeXcqpOkPDxJu64TkMhECGYJr1/dxGg2o7GwIe9Re9Ynt+HtXStMVTqi+tWixRVnykx/sFXY8cD+GkcSlzBr/FVGuIdwJjEaK3MRq+6bMApmItvWxbVOOKPb1eH2p2xKfz/hZ0EZdlbW6CqULDp0gAqRkjYOShoH+DFw+HCWLV+HytuG4R37oHbwwsnRGcFkYMb8hezcNZF5Uzbg4aCgaT1nXqfY0b17M+JuPaBebVckntkUf4SNZ14ikoowCCamDvThc7qab2lZFFTmMWjgFNTfXxM1YwAH9pxjQFQXagZHcOTAauo36MbEIS3JSEsjMTmV27mOlL3YQv2ofzD8ecvOTTsprTAgElshs7XDzUKgUx0f5M6udA53Z/78aM4eP8XGVbPJ0ZqRa5zxahdCfkI1BisjfWvYEvPqHg2dZLwsCObF0+sMH7+AJ5W1mFYrhVnPA4nf1JG/J/SmXUggtZoO4OaJLZy8/YJLx5bTY+gyGnXsx5q5w7C0UrB5/TaQaKhS2vDw6gmCLI3klcGfKjFSiR6TWYprgDU2GmuS3n+hjkiGk4uGbz+Lid48GInczLXzD9AF9KVTq1rceZaEnbyED0mfqDaYCbdwRK8UY6FUcvpzMUvWrsOuIoUe45YwaNAggkPt6NhrCg6ubriIpZw4up7hoxZibyultFzAzcmSkHaTMZv0iBUqNu9czoMDMzHpC4joNYV+ffvxO6+EAd078f7lG/KrpLiP3Iz8wRLO3n1F924jKCnLJjvjD/6tbKhhGUyu4SuqPBlP33+iSdPG/DV5KTqDjJp1alBenkd6WgYFxRm4O7tha+1AbZ8ilGoFH7/8JPrhd7L+ZGBpaUGz3znUbdeYruMnolD5MnT0SCrLi+nUoiE5hUVU6XR0qudK7pfPZOtMrN4fiyASEAkisLDGWFBOtxG9OL3nKADhHQdj5+qOVGVk3qQRiOVKJBIR4/p05mzsC8QiER5erqzbuAgrKxvmPXHmw9hC/DvMQjD//3krgmBGELR8ychh9ZRxOJq1bIu9h8kkoUXLZtRv0JSku2cxGcGEQNdJY8nK+UpFpZGYk085v28hdZt14vqtO9QJroutiwtPnjxn6NhRdG/aiOaduxHUoA11baqZv34TB/9ZR/TuswiicvpG9ufl7zxerVlCXlkJtwrKyfqdiYOrO4U5uWRmZuLk5ESvdm1JL8ijk48NdfsMoKgoj4+pqbRv0pkBQ3ty4c2Bf3MnxAJHFsexcckGlq1ZyJc/2aikSkRiAf/OuzDLxchMInITp5KbpUUmF9gxaiAJJfkkaWvSuIkf88ZPYt6Y3rw0N6WHbynXM9zonnKKmNJUejvV4+qfj0jESiaM7MzaI09YOG0i8R9SWDD/b978geLzY9Ahw1pmxtnLn47eDRm1/zCLlq/k4Mr5DBsxiYdf7iBSixBLZex53IrV/bQsuCij8v7c/3vJQiwWs75tKDa2VozqVYONo/7NA8j++INvaxZhMhlAIdC7TiBD2regrKgAz/KfFBcXU54eTtmXbJw93egxsAmaz2/JEeKJWuVATqtHTDlwhK71lhJc05Gj69Zia1cHVc36eHh7sXNAc8Ij2mM0Gin78AOxWMzwaX+zefYyNBbWiIsLGR8SjCAWYa+WsOSvWVSmfOXZxQmItQIN2zXi1sndRLb0wMW7JjumDkRSaKBMZ+Dklm1oy2R0GTAWZ4kcl6bhHLh8h5env9K8USPEYi07hnam/MtrSooruLh1LoIgsDAykmV1aiAuKyIwOIC/2rYisG4Qh1d3wcPGkf3HTyOXmFB9/kiX3t3QWHqwfuw4gn6dRiKWML7Hvw2TmK0L8ZfpCakdTB17Iw3sZBRnJrF66Ezen7uKRikmskVP2oaHIxQ60cJeDxXllOtNbOzSkO8FmVhYWhJ7Lpq4Gwd4u3sY1jmlqJTWrPx7KeOnzaHD+DkknN/Lq7efCPWw5MWRoxzqU4sgTQp7lk1B+uw4FXihyn9HQ00+KgsNS2dNw8VRRvcGroxu449OX4nGrGDFuCn4+ngQEujO1nnjSReJcbTT4m7jz5jJHRCr9GieXqWkPJf9J24SPW08TVo2Y8qChUwePgCxQs2g1rXJTnlFcoE10dHRREREUKG1puT8QVbNX8ryjct4ffMJJWWlVBik/NWzLQ/+ikKrrWJ/ZF0Ek46BkV3I+27GWF7E6GGj2LBwKvZKPeXlhfSsWZNV3Zuz4dcR+vj7MGZgdxLfxbFuZk80lkoMhaXM7tqO+c360j7IA/QmhLJiDm+ahHPxC1I/JnBl4SgeLp/CsLZNWDN/BjYO9lTrTLy6lIgoo5K5AQ9Y07klGks79r18ScuAxvw9cRB+nu4EfH+Btrqaos+JuJZnExrWCKd3CShyynFycsCMwJkFMzAjIBHLePRPFHcu32dEl2A81GLMBmuaqHLxKvmNTl9F/KH93Ny/hUUjI2kZ4MWY/m0B+HonlieH99NGSGfv4o2IJa4M7dqQh1t6MHtQG/bvjybp6mbsVDLKqwoxK6Uc2HIIiURGqJM1mLXoDGYmd+2AXC4nLyGB5iGdWTx1LSKpmII3t7G0sMep/CuZN/eDyIxDegKWBj2CIDA42Js3J7dSVC2wumsT3t6/Rr26HtTHyM17cSTGxjJ35gSslYp/Q6PG9OHgyG706dMHmUxGUlISjX29uLFiNDfSiklIfsrY1o1RqCxpbP6NXCzBwiCmuboDihdGDDIpv+MfsqZ7bwCW9OhCt46tkMvUNC/ZjVQi5/LR8xybNgjBLKWsIo/6MjN2ijL+5KVzYvoEKlxqILHQkPnoMOf6CNj2aMHB8T2QdO3AX8PbcmXeUOavOceW4VH0CXUhLNCfu1cvUVeVhdGgpV7d1jRoOZzQnkvYHnOLPn37UJb2GQulC2lpv8gprSbjYS6OXyoQMGHz9c3/8+f/l4z934AMgoUYucTAkWsSxFkZSEQelGblcSr+Ni3a+CFUaXG1kJHyJRlBZo++tIwxwyZi1XU4v1KzKC6s4Ma1NIw2NuSJXzBv7T4SFC0ZMSKKRbsOsXjPIz5QycOULB49SWHHppn8yM3H1toKX3cXNNbWDG36jlu3btBv4nTMSPEK74h7aD3EArRoF8HBi+fYcu8ZGkHF5jWLmb3wKPZ125D/+ydGvcDQv1JoG/ELgyBGkGiJTcrn/es7XL93ibCQYGw0lpiqdPxJfUNBXg7xWdW06BzJ7wwDn6LXUjvIAxcHFWd+fqesxXgEs5j3hUYmjdlMVbEr1x48ZuxAf3KzvlCoN9Gr3TBsLODhyd30WbiXVrZQw9UJgANnbpL4J4M2Df2I+V7M87RfTF/zgXH79zFoezSJZjXvfrzAZ+RQ7K3kyGTgU6sxb18n89vej5jH1QSHhrJr7Ra2zuiPIAjoZRVkHe9Lndat2Xz9PhuPXaLjhEXsPx3Dog2HyXn2FamFDMeYtzxNy6PHpkv0C6jF+1wrzu+Nx0ohZfa+MyTnVnPmcRLeziqCQhpy//Il7ty/QnZOGdfSJaTr5Hh5N6DXzKeYfbvRfcI9Tp++x5AbJTx/m8HJqRFUK9VU5+RQe/jfRIz/G5FIRIv24eiVNXif+JoWLVpQt25drtx7yLhtu3mf8YJdG3dSXJ6NWikgAEeefmTPnXhu7VyCTiKistrAmGl/kWcUWLglnuZhgbx69Q4Lj0Ds7NzJVFrRZ+oietx9TlbTwbxL+kDn3u0ZPWklP1I/sLuGG882LiWwVXuK7QLRCWJefEhj77Hb/E6Np0OHdlCrJtOPHiK0xwg+/MynW7cIWnReSJ+5m+k2eTNXr/+g69x7KNVWlGpFRK74h7QqT77lFvK1Qo4gVnLu9Q9WXHhESWEZYXtuMfpcPGKxmI1OYpx0enpL1SjFIlxUFojFIk7cTaFEpkGpqOJuYgFPU/KJ6NUL29runLx5jeZjlmHSWFBZXgbAvZQf3EzJJz37NWHtOmFGg1IipmZQAJa5f5izdAGrN+/kyZvvvHz/m5tPvrJiw3bqh7TGx8IGVVoKJlUgPf7ej0nti5NjIC+uveJDxz683TeDE9feYTJrCencm8qA9ggGLW6dR+JbryU5uVWEz9rGhSdpDBgxjttxtxizfh+jZ6+gzMmNrbv3oPvxhn3nLhKnU5Ly/DzWKg22fkGkp6fz48cPSktL0VZUcOTkI2oH+tG61VQSXr1i7NSDtFh9jM7dJ7Bv0yc86zTge14J1RUi9j56irzdRADW3HvA7yJ3DBhJTs9jyTAPXr6/S9MenTCYjay/+orE8mqSnr7APukx3798QGllw2Tr6zzPc6H16HVs3n+S128TKcvPZ+u1NGSdxuFlo2HrBwtCR+3AQqXmu3073Bt2pLpax4KjyUzc/p6dcwZRmJlGYmISu0+d4cGbV6QWZbPziyVDF6zgr5N3ATNvPv0kvJnrf83Y/0mycLB2EAJ9mxJcwxpDeBSaqlQMrx8Qff4KmKpAIvAtNZNrl64Q4mdCuvEIkhVbyM/9w8SFa2gV6M6rT+lIxWJMgsDEsLpsf5dOQfplevRbiCDSUl2oZcciS2ZuymfN7LqEdDrKgJ69UNRvTX7sWrQ6AZ3WzPKIRng17MzLq9HUnBTNjuUzmLxkM0P696ZSZ0AwQ/umIQRYVmBnF0pCUhF5eUlYqa259zUZsUKNSCQirLkvxVUqrFPT2H3vGu36/cXyMd4kf/xF3bq12HOtLvI/mzhy7RaTRvSnga8XZx8mEhf7kMBGwfTuHMGZU9tYOW0mbhYi0kXVnI79RE7sbnbFfQKlI49SSsl5dIDveVpk6Jg5YzJ5JaXsjz7B9EFWjJixkdBmE2gd2YuctDSWTRvG6lXbiN6/lJFTTiAreovRpQ2/clshs1Bg0MvpGLiDb6nVuBmKGTajB+/jX7H7djJBQfVZ9Pc8Hj/9SFBNBeaCEl79LqY6R83P7GSkEjn5WZ/p3jKU1ZsOETV1DDZKI5OnLEGlUqFUWmAy/uHs2QvMW/QX5uKv7Fy3ngkzxrBk/mkySytxkkvYdN2SyJaFCJhp31ZDmc6PAb0b8Tldxbm1C9A4ubH99A5MJht+fHvMyzHLqW5rhzm5mvfWAmk6JbaChM7tO5P6+gHPvhWi1epo0cCGBnVGYSpMI7h5N0bPGk3UoOEcPnsUXxtbmtapyZPkLxRrzVw9eJgB0ydS+icbkViBWYD92+bz96o9LJ03lqKsR3RuM4jdJ/Zw/lYm3UPrIHUPQqxLQ2VjT0VZCXfvJWAQ/zvh8fptPBKJhFfvf2Fh1xWRUMjuzQPp2jaQwoIS0tNKePv+O8YSOfXbtMRQ8Aa9dUvadnAjNfEDoU3q8vBxEqHuYpRujUhJegTA0siu9N2dS/bnfWicejNlVmuET6d5kFWHGt65nNweQ7CrHBsPV5rZ6KgOHYCz2kS+oGbYxOUsXzWT1tJqqpLz8RzemQ1rjiOryiBqzDAu7DjCztvnkEnVmM0mtuzaQKCnD8/epyD68Yx0oxxZdSW/q+0orzZiKzLRsoknKnMZBRVauo1cwqcndxnRog13vl/DzsmeUlMtnr57S96fTObP7gFmiLtejr1tFsdi32Pj4MizR3fIy/6Fq4cvJr3A8rED+Jldhl+L7rx7cQsBMS9fvaNVfS+eJmdQVqbjr+71Kag9hd5WWUxYu5ob92/hrn3KluOPadulB34Wl0k54UDv3y/p69CcmzEXkarlqMRQq5Yd7o3bUFVVhb21DbHHrtA6rB5PX71l2OZtWFl4Uh0YSdqyYbT7msSoj3dp328REQE6OnQrwcVvFUs3HmLgmHGM6dmWiJBaXEv6zrDIPlQXJNGz/1IOXonGRlwFcimnTj34D/fCQvzYdPAG7ZsEYBYAkYhJQ/vg4mGD0tqKxUv2oRRgVGNblt1MJdDFiYSf6YQ1ao+v7Uc69fBj6T9f/+8lCxdnVyKbO3Ep/jmm2PWMlZUhU4jIeHWXlr52iJCyfvowGlqWYGlpjWLHfio/PcDa3okOLVsTGPSvVerihtkYBSndl27gYM8mvNuxH7lMxsT2vjx+kcC5xNpsHzIQrd6EyVDNqkmRkHwfK7GW01F9iOrgjqntJDzdfLn1tQqpICGiQc1/LUCCkQ+X9yKWgKtMzto9awiOHIVRb+Th5WlU6Mo5vH42djI5AGPrNEAc0QzMRoLttXR1q8JHkUWv9u2ws7NkvtNR1k3sgtYgUKEX08y/Ca19NWSVlXJt9lRWrF6JxMKN3m06kpVfRWSz3rzeOJgf335hJzZg+es1W3rV4/Dsvwn3tUNpYcWJXXvo6GmJGRGDGzaiZ58ZACwf0Id6nlo6dI7i9NhplOWqkemzWRXZlaKMNyDSc2TcTwS1LTL7ME6sHU6SXomc3wwKj+L8ut5oDRJaenny8toJjKdv0adZA3o29CPAoYQdI0IZ1VRDnxb1WT00itD6QbhbaxgcMQC1Ws32uRM5sPFvZs5YyMhOEQR4NGH4kKVYVcn4EfcU79CWzOjblq9FlXiUeXH70F6urVqBQRAzu0dHdp1O4MzmNRw4eByx3khWQT4ZNy7x7PU3ajo4Uc+3KV5lBgI8bTg9uh/vE3+R8fo2Dd2lVFZWMchfxQh/f/z9A2jq7UW1Xsv7pDIWNfGkcVAdXjy6zNDGtWjcoD6CIFA7sAa96tYgvzCTgnUjwKyn2mRi/aixmMwCz99X8fn2A8RmgVkt6rOqV0/mTR6Mm7sbm6ZPwqQz8fJmDLmnd9K7Zzg75k6gKu4U9pXPkF4awD/jGlL4u5ze3jKaUoRYIuHTk31Ya6wJajuVOVEjsXasy+qlGzi0eiOnLr4iKyubKZ17YDQaGDuuG7tGj6fV5MVIxBLuLZuKXC7l1dufNPHwp9wEjhYW3NyykE7jhjCkSwThg2Ygl5sJc3cnsCIVvVHHoBoa4j7/4n5GHIVP7zB87DDEHt78/hxH/9U3ORy9ntIfDzi4ewVz+o/Dt9LAhpnz0RqM9PUSoZIIVFZpmePvTrGhCr1YxKzJfbFRSujaI5IDW7fTYuo0fK2cEedbUpZfwLW/xzM3sil/rZMiLlHT0M5IZflbZrQKwJSTi9kM344v4vzxfZjNRrr7+9LYWsnBvbs41bMBYEYQBIKsLTCZBQJ8vRgS6I3BYMK1XRjRK+ZiFkT8UoQyoU0YpVVaFi7IQBJsw7WBbWmlEPHr8F5EIhFzorrQRqMnI/U763sE8OtHOiqZgVuLRzPSzYGcdOhpkcjNw6fYdXgJ+tZWDO49j93t3jCxSxOmLUoj5tAWVg5rh5e8AJlEzr79hxCLxRTGH2fzlBFMmX2UyW3qEmYn4vOP3+xdOIVRvTpy8sRRYg4e4NXOtagsNDyN2YHSQoOzpwOjujfiy+MfSMRi4jbPQ280cuFEC25NCeTRvYE4Obpw4eQ1rBSi/5qx/9PW6Zycnxy4YWBsKy+irz3FsbyAo6/T8Bm1Fptmg3H1DqKyqApxDQOT6yjI02p4GJ/Es5gUcn5/wCbUilAfT+Q6LSZ9JUsWL0crqCl7/ZIavu5sPxZDWIgbxw9d5whmjNXl/EjToM39jlJfwrT1l1m3fxfLV2ynQu7G+YsXSNV5s2bDBl6/ecvlXrPoNmAsk4atQCFXowiox7roJ4Q07Eq5m4EfF18hODhhf/clVWI1UMq46PM0+5nLyA0naduiB9N2PGHltnn0CUvh+KtSir7ksbOpilHdulDD3Z6YV6+wcK6DpVFEisqVxm41Gd+/Dy+S86kbNozJuw8SUdeBow8u8Ds9kwP7DpJwJ5aTOTJ+y30xVMSTqYfNsSmIEDhz/SPlun/HhiOXbcBYLeVr/1mk/3iJXCSlMj+TebfEmKorEWRyDm89iajTcDrUSyP++BZmjBvG8r2nmD6gDRfifrJ9cjhXTx2hXng/3O2z+Zz2Dm1JAZkFxTi3+5u3ydPZd/s9txIy0Th5ERf/nsZd+uEhkzFn91HCGjUjatRMikx6Pv94hKTiFwtmLmLizJdEedZA38AeK7WZiHUWPD/XC2t7R1QWdmzdM5wPszYh1pqoNJt4/zOHaUOX0qe5LzeepWOqyqf312wk1UZ278rlzc296CsGoVdakZRVjSCz43Kmjmdl2YxxL6LKKpSzZ0/grk3jbtJjNJZWNG0dgQgpao0dw4aOYfeJRyQagsnM/M6vj+8Z7+aOIGg4e/k0b26f4WeOgL5XS+Lvp3H23EHu7FzD3NmLOP44GZfmvQnsmE6/ceOQ29pRnF+Cr68lXkPX8v7cEdY/OE5hhRnyvjJ2n5y8nAxMejFKn8780fblwcERnCsuYPS4GTx3cCd00CRi711AYzJx5348w4e1ol14G3oFuGNj44hEIsUgV1FdeJvYI3nM2D0TpaSSVf192LnlPo6WZfRbcBKpUYL58SlW792HWAUFPYchayihfYaUT14+xCV/p2mrzdS33kXfGZdIe3aMc2+T+RT/kmdfS+m/NY/S1xtx9VlFRaWOxHIHHOr5dWw5DAAAIABJREFUMr19X0ovnmPoohl8vnmHhv0WIlzOILxjR5wd3anSa5k6fjDFWRXcOL2bu5cS0euryHj2mHJ7NQv69ePs2xLmdC/HW2NFg9o+DGlkzYGdj3BfcwzTvoPMnVaTDbWD+daoN8nrzxFUOwxvDzOtGjeiS+O6/DSV0MYyhRH95rN67nii1y+gY5grnoPX0NXGmVJRKM/iT7LhSgzHei9i588qQMzas3HcWjuPny/T6TLrPPaOLtRt2JUuSy6QXq2l5MI6xt1RoBVURA32ZH/0Jhrl5iKzjODQiYv4q7VEX0vhxo37WAR44x/Ulo7DF9C4QRfO3T3LKpEZAS0zoq/RuUtrRg5tx4rle1i/YQ2NwprStlt7isqhTZuWqCesQqOyxspSw5ekEgZq7XjjYs/ETSfp5q/g5L1UcjP0NB73BcX3OlRUjUen++8x+z9JFq5O1sLRBdOJ+/ae6c0HEDZ9GkPWTMRZVsChf2KImtmGEzu+sGTTMaxT75DiNhBV2jLKff+iVQ0jtdxk7Iw+wN04PYH+ClLS37Jm2liuxMYT1CCIw1s3UavDEJaPbsKIUUvIzSvh8La25Pwsoba/nsZDXv6/+AApXZrVpiynkprtOvApIZumNcycf5DN5EnBaH3V2NdSUhIdi8zGgRxDDS5dv49MYkJlNuLqZUtEz2GUyC1wlJjILNPSOeQSel0GrpoGhPW5TteWzbgZn8zjexf4nfSBIeNGcvv5N64d2MjnXz95YTmDFinrifeZSWjJEZo2a4av+RfaWoGsXHuMpmF1MOosSP38DLNJzKXtS+k2ZxNhHcL59OQ2bcKCWLtwBPbWKooNnmyaPoNB6zdQWlKM+cBOVmZWElrHnm63f/BncB2+5VbC3IeMiY9AWqs5J3emU7NmJsYaTQi3KOCnRxitukfh5x6MR80aFIgcWDOqA390CnyCA1CozCwc1ZetJ65xaP4YWk09wqBO3owMb0lBcTnUrsWjKw/wr+2NsbAZzWr/4sS5lbxOkSFXqLG3s2Rwp+ZMWryeRfNXUF5dhoeHF9l52Zw6sIL69TsilUlIzK5iSLtWeASGYbSSMah5GGlSO0KsRFw8eYw3n76RmVnCw3eJXFg7iO/f83Fw8mPYpErkaikunpv45d2IKfUbsOHrH6rObcFFoycts4DKoizKskqRO0v48P0XHVuO5nzMfhJu3eDC8WN0jehKndZdEZm02Dg7kfj2G+2a+1GoVbN1x1Xqe1cxdsp4Bq08jUPWZVxbTGTO/PX8ituHrZsvi3u24+8Dx+g4x5JWLUIIqvQkM9MRK5U1ql4zeBZ7iPPnTqMvq2bLnus82DyT/gu3c6pXCNN/F1JyZS/Tx8zBzx78WjTj+nMJFemvKbL25vb6mbzL/kb3/jP49SeHBxcOMXPpTqKj12AvzaFuy8H4+9UnwEnK93y4uGMOh0+f5WNFX7y052kQFkKnodNYMmcu/+zYzpGd67Ax6Vm0aQumfIhLuECLmh1pufwUbeU3ca/fh29KN9TpCUQ0a8L52FhiH78gJKAmhy5dIDysKXdeP8dYoWT0sEiSvnzh/PlrbNm6kn82RrNqfBjlejlS10Bau0pR2tuyZPddgmsOJ+XnCerWcaZar8dWVo2dUzNsLJVs27+Ptq2aYmNlQcrXP0glOoRqMS7uNrRq25z8/FJkIlC72KI1OFHbXcq4GXNwsnfGZBSzfGBHTr3PJD39J1NsavBQV8CC47vo0K4PJw/tIObyaVaPj2TN2SdIajYkItwXZ4sQgpxtcHbzICMnm/fxl/hrwTpePTzLjiUbkaoEKkoKMUQcRHptDobum1DfCqd976m8uhaNyLMHCc+fU7tJY2zslIgMatS2Cjq2asaWMzHs2bSUxvXDMZitad++HmKDnu4d2lHl1pm/p/WloqyCuFurmTZhGc5WYjKLHUhIeYtCImbDisk8e/KWOQtnU79ln/97ycJoFPBQuvDhRQpDky+wpUsdZnToh16uY0REX4JDGjB/1kwcP98iLq2CHtKLTO3UB2cbNcLzi5R8+oGpqIJR4Rosqn7y/cM7tEmp9OrZlefP37Br3lyqtSbOn7jG6J4NQKTH0dGFbp2XIyj8UKkt+HV8Lbb2HpSXGRk/qC8a8mnhVcnGOSPwclSjLtES6dKe77+zqRuxihoWtQlp0AYRZrYO60pelZHD2/bS2hKKi0pxEcxUVZYzaZ6a+vyFf3lddh1Zw8xm4azp3QWlxoKij2/IyyhmypQVLBo6ln0nriKYKzi5Yj1yuZi+TXxYt30dV8PmcPBQDHO7NiMzPQ2lyoI3Z/bjoFEQ8+odpZ+foZYp8ZCL6d/ECUu1jMQXeYhF1Ywd2xvx509UPL5Nv9i3PJoxhgPH45DpTYxu3ZfOAQGoFCJMBg808iruZpXQvE4blBoNjsM38OXyVY7eTsLBTsbMWs4oEaj6+IJmyizMegMasYydMyeQ9SeHdUvXUFmlwyiyZv0/SzmzZz5rPGx48c9YIitLSE2dwpqmDRAqdLh7+FDx+AGWJsj6o8en6g+9ejTGQm3JjvH9UCvkTJ+0BGNqIg2bhNOrZVOa28n5kvSMRR1a0i00iOdPH/OnVMTWGRORYGT1iAbYf7xA/zYhzGjigLOqELNJwpdHXuR+ekTNn9fJPrCC6uTjNK4TRGWuDs+yPK7EJrF3ySS6thpGbpaOZpY5PH91i4f79jOyQxeGDYzCTgXb+njgKLeluvwrh9Yuwd6zJgqVCl3KV9RqJT8//6GG2AUPRxsslCKmtAzCoNNRVZ7P8A6tcQ8NRfXYhh/38rmfLCbU0p7Tzf3YvWkNB9o05J+FMzGZzYyK7MDdLWNpbifh59Au3Fq7GblVTaK6TufNw3TeJKcwqUs7nG2dWLd2J8qUHBoGBLNy6UT62NuAWKDsw1WCHXwwGHSIEXFs2QTsnByQassI8vZCJDYysFkjrMqKMZlMHFgzC73RQFVVFd4uLggSkCmkNNY48DMnhh7qt/Tv1IdFK9chN2pZOHgyvg3bERFUi31DOyKIJegMej7tm4zZbGLH1uccmfbvEs4RUcM4NK43Rm0l08f3Yl5kNzp27UyP/mM4HvMavdHAyUH1qPqVw5e0QvbMG4zYozVCQTYd3F0peXWSRYNbM7Z7Q+r4e9M0yJ8rU8LIyCmmhl97evkWUGVWExkxBS9dOkqFBQ4ONXh9dA+CVIHRypazq0cCcKMqgz6dgrHWWLBhy0jqGIsA0OUVIxIJyD++w+r5B0ouHacw8Qk3Fw8l5vw5ivVKeoX68CVLoOfI2TTwCMLS3xlBENHUUQEC2MqkDGjUCYPByLP7cRwcN5aysgocNUrGtmzB/gM3MKX/oZutBUqlioa1nAhyqMbX05kxrduirypn7oSeXF49gg2Rdbi1ai1x27bg6uaIt0bK+YXDGRHZBZlCQRP/AGLOXvivGfs/AbmotJpLz1N5lFrCnlFzqbd0G5aOdswM/BtdeTb3nrzky5vXpH5N5ce3VNrPOoi5cQ+WT+xGh0WbGbFuE4cvP2TNoStY1QqlflBdRuw4wJwFS0nJzGfLew1fnt7C3VHGnL0JFFU7sWj9Z0aMn8ekZfewtTTy5vYjHC1LCK5bg869wkhMSOTcgxe0nTiLHRHNeWSMYkdBZwRBQM1r3Bt7YTaWodVq6b3yKK6uTixcs56E729JfPeBx5ooHt67i9Skp8nf98n58hN7TRuSXQIx1mvL5rWbaBgRhZ1rTZZ29CDt9yfScv6h4EwHHqamYJRZ8eHDH3x9W5O2YTHj+rQm5UsGi5pO4NOnBExKBVkV1bTsHYXM1gODwciGU2ep1gYwfPoZJGpbeg+ZwPZHWqbuv80jUwhWFrYcjLtDl07d6FyUjcO4aQzceZqrPX04eD0ZQWrLiSPjGbfnNHKlAlc3W7ztFMwf2B6jSEHM8yd4qzQk5ZUz43AJxw8loNIa+PAmgT+xD0i4/xGFykxWUSXj/lqPfaMolmUYkfu0os7M5VjbdyBg9W7sAvvz/twRXmQmEvdoD5Y1PTB0+Js3iZm42jvRfOwCnG1c+Zmbz+c3N7l2+QKCIDD98ktkMgXHXvyg79wNBDnbc/HoNorcvRGLRLi17sfj3Dw+SeuQpHDhcVoxRYbRbLz8nU1HHhHw/7H2lm1Vpu/7/r6SxaI7JRUUUUERxW4du7C7B7tjHLvGGsdu7B67CwsDu1EUkJSSbtY6/w/m/wI+3237PbjfwXXv27nt13UeR906qHs0Z0SjYNp3aM7Fzz+ZeOAx7bsPR1WvC5+yChg/YyFtJy0n/fMhxm88SJ3OQ1CYuLJ+SQTVO/Rm4oQWtGk/lY4jFpITl8nI4U1pGzGNgjxTdq3/kzsXHmEZfxFLbQV7vmSTlp7O3w+/s/X2K/yy/uCjujvpfgMxFmfj0W8m+99k0Hr+v6j9bOjZeRRd/L1xrN6QeVvuci9HT6cD0Tx4/YNOvdvReeNu7nzL4Papbcy5FMu7z/FM2HySUTsOYeFVnS+xebRYfx6qKmjepQNXLhzm1KEtaJXCzntZaNVwJ7GKI9GJpMadYsm/99n7+L+YAUtbK5qGNcGirYG7j9+x+tx0Up/fQmzMMclVsPxkFPsv/Jf4l5lszY+C7wyfP5njTz/RZe1hjhw9T8cWg3n0Kh63jJvolCZMjrwIwKEN62g6fRPWZjYMW3yL6SeeUrNWMEOXbCK/vJy0tDwMOjjXpA1h7Vpy7eJlvr+JYc7eMxSUJfDx5VueP05m7qYzVFRVsu3yVQaczkWnMeGPDWXsuvmJW2nDuTyiN/kpxWzZdgpPexu6TF5OhVE4WNKO0EH/5TSXmVqwI+oL1+5tJfGjFSnFSjIyFASNXs7L53H0Sc3l5s0P5KUWcOrMv8SmpNHRz5zbh3ait3fg8pUoct4/oKgklwt3dHT8ZxiH4/JQV5RTu99aXtgFEHEwiTKDkR5bIhnTsg4m+Vm8/vgMynMJHTWbRWeeUS+oPXqVCZtutCOn3IymEdN49DWfg4dPEWcfiqHt7+yJKaD5xNWM7jwAC/N8UvMqOXj+OhWVwqOPb5iwdNv/zNj/k7IICg6WcqWCDX+t4GvMS+5evE5NGzNKHbVk5TuR+OMp2zfPxc7cgWY9BhJe3x97Zwcio56x+/JFkrKyGNmsJ0qFEqMIFqY6jCojKqWST5/iKHr9gGErI1nb14HBS0+wblAYq54mMz3Mj3mnnhHRPZCnN2IYtKg/To5DaNmpDd07tuL8rWs8uRiDwa8uJxaPpE6YH0qDGY26R9CzY00GjPyb21f20HjEKvZOa8eIEaMoqawg2Cydfz/k8fLxV4RC6lzYQsCzSk6tnsmc8PrUPP2a1AlOPIu3p2Wwkrvn47jjWA8LCxW+ClPSn9zBp01XPl++yZKRTVgS+Ri3Gm7YmZtjb2PO2Wc/sDJk49mpG7GnrzK5VQCrb3+kZZvBWKjesnLVCjq37UlFhRETG1cWTvmDLYc34+lohmnmD2yqh5Gcm0NG2leURUVELJvL2ZPH+JLwCXPblhhSX5NUKly9e5YVc+dz+eZDmvq6MqHHbxzzsOf2nC00tDcQk6HgXcw1rB19cHSwo8u+Gzz9YzBd10Ryd+EExkxazOf4x3S3quTVy3sE9BnF+eNn+aV2xiN4MHU0jzn6wZ3dy9rQtt0A7kWdxsmnDY3q+XDg7DOykp8ycfhwHB2sKCtV42CvobG/J8/KWvJPq1SmRjlT9PMVmtwXKJ2bcu7QMtSAysQED0khoO0wvif95OjmebxNr6SFTwWD5p7j4YUVzB07Ep+g+rx8+AbfeR/IvzAGx957iVrXlqjTm+gzdC47zr8l+dxxuswdQ1VxHvNHtmThjnu06fwbtw5tIqR1L7YfO8HjO1cxN1HgkfKGiAMPWDi0KW8M1dCpFbTp0ZV9+w/Qt1Nbdk+cwTc16NQmbH59m8eLN3AxKppqPh40trWhysueG1eu06tLPyaO7sdVy1Bu9PWnW7NmpFiG0tnbSJZTGL++3eFA5FEmThzLin0H8HG25HtaMY6aDCrFAUfrElRllayKvM2k37viorTG18We+XuuMW72AvR6LafWbGD3upEs3RdNUOta9O8xgCOn93P08Gf6NXHmzLNflOW84eCcLrz6nMjxu7H06duQ8xef8fBifSJm5ZOWW0h8jp46HkqGtKnFksg72NlYkJz+i3b1HekX6kWnGQcxlAn2vp64uNYmcmYj+i0+TVH3Acz4+YZSpY4D91/h4OxERno6F87O5eKlaDy8nHhytwhvRwvCvM3549gTpkwZyMSpc3Bz96JtUABxmRkc2n2YFu2bc2LvJTqNG8KHk2sI7L+Mw9uXk3f1HyKOPMPdVMmgrm159+Qxr2quJ6S2CgcbN2IeXcKv23AG5h+gxfC5WDuY07p6ILG/CvC3NWPfnzMYsn4zbXoO5sH145gYNOj0FYyZtZH5M6ay5u/N7F3+B+ZmWu5/TOLY36NJSvnBr9wSLPTVya74zu7TL3k4tQslhUWY5lbyvZY91QICOXvsEgdvfaKusx06CyUmlVUMTSrmzuhOfHqpYOM/45m15Shp0efxc6vB8fMP6etUydlMU6ZNGUW9qixKqrIZveXW/3tlYTAaqa03YCZlbNqyhU61axDasx02js60r1uFgkpeb11G/sfnlJVWkKgyR1WppEGL1hifLcHt/n8VRHtnjGR6j3ZUUcnO6eGsGdeeKkMZX5++o6F1HDpzS+a1qkVpuZKU71k42gSirFRw88Zn9v31B2dPv2JkxFhKL97g248k2nYezIsbJ5g1ZSinHr/Cx9Gbu48ucv/MZi6M6czdx98Z7O+EOue/ChyFQfD4GM2CvW9YOaU3z+/9A8D+cjscNKUolUo6hXXA58hO/ILq41tcQUBYf8yrG+mT+5nm/t5UVVXxW6M6GI1GFFTRLKgjWrUROzs7Au31FGZmYKvK5dC8qWiszWnb0A8HW0tszHREhOST9+0LQ7sMxFar4a9h3Tl97hwlD4/ioxWWbttNl14tmL1hGXq9Of+uWICVrSlxsV8Y2bolNRxcaBboyqheHQElrz89Y2QTazBUUFRYyufEZA4G1qavqz1z+rWmsvQbYU27c2TFYnp1COHRgtFs7N+SfPSsHdYbXZWQkZ4AYiT5ZxVXL1xh1vTfKc54T87H8+gV5qjTHmJiYkozH3uUSiWfv//k3ynd+ZmRweNzkUSumEDD2v4YDOUsbN2YS4/iOLKiDzYlQny+DWq1isHd6vLj6zvUn6N4ffsEKqUJbQbMYEXXAEAINH6loKSIw2desGVqV6IvXOZ+kopWrnV4nqUg4/NtOtSqweBQU+oFeJL98hnVHPRUfP5Imf4laoMCKamkmt4dvcpApcHAwzXLMZj5U9suh4m/NafTzvXkFes52L8Rf59NplmjAKrlF3H+2BE0GiXJ987RsXMzujTwZXjLWowKaEoTvSnhwV74OVvRx8eXjw+f8PVdDNWLc3AKCKZcqWHVpCHs+ZqPubkp2Vk5zI/og62NDTW1Zpibm7NixQqaaEpYtWoVHz9lEbVmOXej4/H0tOLYsqmo76bz+P5HGlq7ojRRMyzQipoFSZQrFDy4k8ji30eSnJaMxeunaEWJmYMnmV/TCXSvYPeciShM/EnIKCOnAlq7BHNjT2dscOPCgqmUGwQTYy6KrGym7k3BxtKERxf/ZU5IDQYNaEW7bt1RaLRsnRPO+Q1T0Wq0rD5wjXqeJuT2a8rQ/sPRKjUYxci9tQsxKITUpDiq2epxctFQrVoNgmyFnY/SqCjPoLW3N72atECtVLBi+li27o/EWC4s7tmS3G9HUBhUeJf+4Py2WSgNBhzMLP4DjFFNl0BvcqqU9HSMpbfmGT5uDkyze4vb/h74hHUn4/JuchJi0RkNPNvyJ1klVexYv45Zo8dTGLkRE1MNm8bNw8zMDBMTE7bPmoxWq6Xw6w9mtuyMEeFXYinqEiu6T53DzcQcVPmlnLl4Gq/pa4lTm+K7aQ+x39MxKyvH2tWUBSFOhDpU4OjfmpFdO9MnJ5cnMW/p0iKYK5ejyfvynD61/Kmo1h6lRk1I6/aIsQqjUkVNj+oYFf8HzIrI//xZ21pIzIcEsXG0EjFWycqB3SXA01dS0uIkIz9NGjULlepe3vIzNkoiwkPF1b+aTOnZWFwdrCS8rpXMbOkjGo2JqFBL7S6rxNneWgb1bCqBwbXlzJkz8jMlWc6fPyvmZjbyKfaD6E2txE5vJ3/v2S0W5jZSkXBC/l3fTxaP+108XL1kQpcW4u3qI+kPAiU/po4Uvw0WrY2DLDn5WO7sXCNVBpEl/T2lIDdTvKvXEG9vZwFk+Igxkpz0XZTKLuKoNJMOSlMBpN7xrdL1+gGxcrSSmbMniI29qdwK1UnXWtayuQayfMMsCWtoJjNXLZFq/tXl2tYl0qhHR0m+flB+3jkuTlqFhISEyIXz16VOYH2pFtxVkhJ/SECvrhIW2FBqetWW9PNrxJifKvMmdJCTU4dLSL3a0jC4rlSzsRM3K1sx11uIRbWJEuw3WrycZ4inu6/cvR0jLWo4yu7JvWRqxFA5cXybhISEyd29y8XOzkGWTh8lWqVa/pg8SmrYWsqBTcvlx9ktUl6eLHt/byTJUcvFx9tTerb/Teys9GLvYCULhjaRNltOyI55YyR85HQ5s2G5HLzyURzcXOTSoTVib+koVnY2cvbqTTl++rrsUWml3FAl9Rp1k8qKMtm267CcHN9JHj1/I806tJCeA7rJ0G6txM7GRm7cvCb2tnaSmpAmWZm5kp+ZLwkJCfL02SO5vQSxtbcTS0sLUWtNxc3VXTZPHSWgkIF9u8ueHeslJydXGoR0FFeX2uLg6iWPD28QKysrKRWRIZY+UlUeLm5uDhISUktmRAwUEZGCnFgxisiBxeEyeEg/cbG3lIHjp8uHvZOlT4dQKfr6UAY/MkrjkFni5VlXXG1cxMzeX7zc3cTLzUWCqrmKq6ePRD9/Jr/3+03MrCzFws5M7J3dJO7qLjFRm8nsaRESPX+qbNiyUkb9PlgmD/tNeoR3FFdrK7G3tRZrG2tZt3aX7Jg7XgK8qktocGOJf/NYwho0l2Wbtsi9O2dk5eadElTLSYJdLERvopa6oa1FY6GToMZt5czJbWJtbSmgEHObmgJI/eo+IsUi84a3lhVjesj4kZPF2lIn3f48LbrAntI6pKGM6tdZ+jTvKmH+lpKXVyqfvybIvwfXiaebo7g52Uur1mGiVqpk+7Y9ojH1l6cn/pFHhxfI5SvXxN5WIzU8zaV6NQt5/fKdXLpzX/J+lUvv5ubSqaGDZJw9LL3q1ZA/u7SSkQMHSlhNb1EoFHLn7nX5kZombt7h4l/DTzpaekuAf2OxtLSUi8E1Jb9nA8lJjJVvT25I8JB5YqEzFZ1aIzam5qI0c5WxnQNFb2sv3t6ecjyiiwBib+kqUlgqNdz8pEG7vtKqz3TZM+Q32dKhttyb213Uaq3YO9iKh6OZaFRqaexkLVNa1ha12lwC/HeLv8do8fZuLhWpmVLy4aPkllfI41O7pMJoEFcnZ0lMSRd7Wzvx9qku9/esEjsra5kwa5mY6pXSo3sTyW2FjGhdTwomusumniGyZPUOiWgWJB4enuLkYCOH78XIeXTyp5+vjJnVQerUDZKgoPpyKbSe/NbIWzbWbS55uUXy5u1HCVp/Wpw8vcXRzUMcqnkK8OJ/Yez/SVlYmOulZ1g9Lj55xYNXDzi+fjXD/ljC2p3HGGNfTucD72mv+MK7zFImRIzlXGwBby8dRcy0mCttKC4uYElwI3anP+NHXDlPT3fkQYofO3btwyqgOsOKithlakL04W24urbg0ek+ZFR14OHRwxi+fOKv18kM9NPSsUcv3Nt0ZOKY2YQENSBd70ZEDQPLCtozzfQCI0/c4sHMiYw98RmdOgPf1pM4tbgLD/auIrZQg311d6zNTGjXfiRBbo54ujnxOOEHBqPQLcScdYsu07BlA3IMMCpiBKePHsfO14EJoyeTcfEUfkPHkJGWx72LZ6lZPwS7ko8cvPmWTIMpJ3et4/aB7fx1+glrlyxC+eMbzWcuIjHdkoykd1jrzVkQ0YmFE6dz5EElk0dWsWvzKRycvfj+8i0Orq445FXw0FhCUKkadV1rol5/wNXXh5ISW/ISXmDqFsbwxuaMmjibbnN2o8l8TKfa1biWnEunxl1Zs2YBvg3aUc8qiawCQe/aEJOKdMozvmDpFsyMhSvo1X8Qz19/ZejgrrRq2Zy/NvyDSmmFu66QEr0XS4f7curiR5rVMpLypYzmXdxY/0zJ1WM3aN2jOWXJVVQWZdNn9Ha+vdpEWxc7Dr19T8TslYzrW4856w7SyLs9O3Zt4/cZ06nKf8/SzR706xzN+p3HcTEp49xwC6w7rGHGH/PoNWwkj2//i7OXB5c0ubzb9Jpmm5rz9mAcDfV2PI9PZlKLNBJKOlC7US1irlykf9dmHD9/h48ZWnbu2MXYcWNo3MgaKa9BWFcbAj36kf3iNi6tejN4/jV29fjJucsniauqT9y7p/g37srnxzfxq+FHbFIynjaWZGZm0HXkSA7uO8qDB9d5/f4raw6CXdYsPqXCjrULqVarDm9e/0vk3mtMmjMbdWkB6XFpRKf+omurBvSoF4Bzk3a8fvKBrISPtOoRjkal+u+nU8C+7RvZtXYZj79lMqpvAH4u9lx/+oV6oU2J3H+RxA+3CJ9+kN2Lu5JeouLUocvUcHQhqKEv3fr/zs4xnsw88o0aztZYKCq5n17O+K492XX+HO17jqKVTQHnvlWgc+7Ev72/M+i8OxsmVGfT8jUEKVNJcXenLKWUEmU5kVGfOLFyBCWbLzO5oAxTaxtKfqXxIGotru7FPDz4Dcks4HzSF46cVfL61RoaNF7D6oMtWTZsHVffH8ffsiUdmvpzM/oLrz6/o+zvTVhEAAAgAElEQVTVA7bfj+LSydvU8XQk9mcWy/sE0iy4DndN6rJ68Tpa17On+9xtuH5+jFFjhrt/HTYfO8id29EEh9agTbAP+fmleFvUpuvY/tx9EE3k9h24OGpJTC3AMS+J8AGDaND9KfnavTRv0oArly9ydOsS3M2q8Sj2Mx+/pLBnfGcWnbzJor278ClOpl74XHqGDaK8II4ShRWu7qncuP0etd4ao9LAgMaOXHqVRlCjDtRytsCoMuHa1SsUlRvZObge5W7+FJXlMm5dNN4WJVh4jidcncuwnX34Z+c+tu86xZwx3Vh/9DH7t04lLTaKO3dfc/hm6v97ZVFaXsXgfn2pqKhCrRKmtGqKGCq5euMDZdmlWFpakpJQxNQBPalZ3Z7cxFi61auJlICdaRn9mnnhN2Ygi7sO4uC8QfSecY1fD6/QxNWMV9FvqOviTlZKBiopYVzbYBp0P4qJiRnFhWXUCm+MRqHk4KGLfPx4jc9vXtK+fn1GDOqCSq3CVanlvYM7pdEJjPZ159OqQ9QLasiaLv4oxMDZDVOpysjl5bcEHBXuLFn5X1Zvn3q1SCtXQ0URCyc2JCaunFlDG3BhbjuqFEpq1arNrQUTGN2mOZ8+vaJl/WDi3j5HpVQytu1/l4cb7zzlt8Y1KCvOx6aimG4NagOw/cAhvv7MovfgeVQd70SLtHNkFlZxeNFCtN9foNF6klHgw5CO7bj7OI6/Zo4ltEFdnJoHsWdKD/QaFdUCm7BuyhC+fEykvFzBkunTQaklq7iS8pSXNHesRI8Kewcf3n38Skr0fYoyk+k1eDRtW3Vjdu8BLJ43iVkta3G4fzsamZbSuVc/5jZ2ZVrEMHo0a4AqIR6FmDKpdz2sESpLi/H16UTdICXWdub0aVgLUcDhvfs5t3o1pkolhsocLi4bTF76C379iKeBqZ62ujIcFR+YGD6Cn5n3qELBkokDsDc18PZmFH/2PoidmYpxda2ZENaYV2btUOtg5piZfEpJ4E1sFhVGa9xqmXFzXH8GNval/GsOExsG8/reZxwaR1Dd0YLDuw7w8tsP0n6WkVdRic7cnPLPb1GotEyeGUHvWpY0DBtF9KVTxL6PRavW8EeH79horalZ1xcrk1zWje5KZVUpwzq2YOPcUZQbqpjZuzlLxvZj6KChHBz3G2dOnSK11Jae5WtpGBRKy7peRK5by7cvXxg3ciHt/T3RYCRi5gpevo9F0XIUaSk/OLBlH3UCfEGpoOzbd0CBDiO7l8ygmk5FSloGO4e0AyDYXU9iwnd6N6/J9++xRG6ZyLZF85jXyoXI9asRMZKVHc+nN6/RaE05/+cY/oj8SmWVkvkDBtC03W+Ulhip4+iIuYWWKmM5A9q2Qa/TUGWs5OiTQsxM9Hz6+g6n8iJ+FZdRUaGia1BNiksM2DmF8CLmOxsDFzJ3ZGu8zJIoLYcG9adxcecb/tgRRUxiNtmZBowV5VQ8uoOIgg7VOvD3uK4MaTkeRM3Mfh2pUGiYNG0SxlIDR/ecR6tVM7ttK+Iu7GdDVBZGUy9UWj1qVQUrurQgr7CMsh8vqUp4yc+nS1EpFTRwt0CFkqIvqZRUlPDh+2cWTZ/HvKXr+fkzjU5+/mRnZnHqSza/Pn1g5AwHMBqZ0b4hty+fYfvxaEKqe1ClELQqAw+ffSWryIiNtSPoPFArjSiVSsa0bIiVdV0eRv/g8ORBzK7pyIaIbnQLrUn3Lv05d/IMXWt506q6N4E25jRxMCU7PpFatt5kPoxBqdbwz8LZmKo0GIwVbNm8A2NBESbm3tSxrsGgJrXR6/XsXnuVysr/Pcvi/zQhm+hMxd0zgKLiXIrzc7D2Dqco5V+qmYfw9ts1fkYfovnguaye25dl/1wn22iNEqGg4BezJo9HDEb+vXgdc601BQU5BNjl0LFDfVSurZg6dR56GyeMbkbGhoWx+fBVFFVG9DojZaXlaHXmGIryeXhgAx0mLmf+yE6sPxuFoTyf4GY+OKjM+ZJdwMAP2eh6dGSEpx1O24+iUZowtnMjrjz+xO5hHRh7/A79O3Tg1Y80Th07xqBBY1i/YSUO9tas/bMfP1MS2H/6KzpVJWqFhkVb9mGh0zNv4SJC6wex9l40izu2I6SWC7+Pnk50dBQKi3L27dpI996D2RJ5ASmt4MnjRwTWqY9W70Ds5/d4OZthnlzIlWUdieu9Ho3WhDd3dkFhIbqCdLK+pLHh1ntUKhWmegXDw4ezNXIHLdo0pEt1OxbsPk2Z0hkzCwsEe66ta8vGf45xuc4QlOcOkP/rJ8bKSpYuXkWfdv64+FbHwbU+Ko2SU4d2s+DPFeQWFbNq6ViKR80nwBS6qR0wGEsoLSthx5bNTJkwg52HdrB00VpMdDpmBo7nz1sLMGJkVYQvbysG0NnHnP3Pknhx+zCKijJUenOOHd9FWUkVUppLamE527dtJS3vF7NG/cXdg5G4t27G+CmjeHygP7O2pTBmUGsSU7NxdvNgye8DiL75kvj4x2hVZVRiwYv2JWwKimTwkKFEv4rh9t3npCfF8+TLJ5q17MmMcT3JS3vHH0v/xM/VjuUbTzJg7Ep2rvudkrwqXsS9orFfY/T2DiRllGCuKyTyn5V8erOExNfxTP37Hk0a1seAFRFTxtGzQ1+u3r/A80cfuRX1nPKKHK6tnsY/J3ZT3uk6ibc2cfvyPlp2n04X1X2aDRzB8EUbGLHtNbXqW7KmuS8lSg0zZ01n/5Y9VKr0aCryyCkq5eblK4Q2CqGR1hubYD0164awdc9+2nboxeUrp5k9ojY3Yoqp3XUJX+Mu8Pzf09QObIVIObfuXSRy906uXH3NpTuXCfRy5MT80QxesgWDiY4ds8dx5chmdt54w8Bp58jOfIoUJJOdnw9i4O6pXfSPmMmNg5vpO34RRcXltDBJ4LNHGBq9KanfE1m1cgWWei3e1QO4vNQRXd3TmNqYMnLUQCqNBhrUCkChFkYPDqJVi/bEZtlg8e0mLSZto22gE7feJHLogB9a2y2MX7oWw48PaNVK3H19qeakwc/2F1F3vhJfaY+2tJQqrTkllXmc7deAvU6/c3FhBFpTS/qHphA4/CiH9p4gOeUD6qpSCgtzOHjuA2MHhmHtWB2TyhzUCKYmplyNOkFpeQZv36YjmJGensXD4xtp1LgWftaelKpUTNt6itYthhF17yCLRrTl4uUnpCgVnDwahS43hQHjF/Luw020JgpGNOrI2bQE5ixcwd9LR/MzoxStKAlwssTWUouViZ5uESN59/odVa/fsOFzOeMbeHAtu5wEQxi1PXNJ+PQWs4IiNvQOY/yBi5SOWU1Fwmfsw9qSPrPj/zQh/58cso1eLVXJp8XLSScPz22VfZPayOUDA2XakGCpzHgtU4cHSnjb2hLm4ST7tkyTuJPz5NzGkbJufDc5s3+H7Js1TbJ/5UhgQB2pHRAoep2pNAmtI3amJnLz7CGZ3a+1PLhyWozZR+TcpJaypbNW7q8aJu1aNJQbqwbKX1sjZN+s8bJ6W4QEte0oWyb3kDotOkiIp1JOHPhL/KyVMmLwCnm+aYn06zFdIqbPl+hjq2X4jKVy8dJZ+b1zqMTGJcqXG9ckqfKA3F01W8yVpmJr6y5OerVsiOgu1UyV8v7HD3l7Zq10aBAomTeGSvKjk1KZdEDmzNws0TvnS/OmHWTTxmFiY20p65f2kaKySolcNFHublkuTQLsJGplf9FY2UhAYKA83LdOGjRuIY9evZGePRrIo4/fxMZEK97VHMXG2VscLHUysqG7NGraTv6dOU2aN2stie+uSPSRfyTp8y0ZN6K3xO2aK5aWliIpX6Qqq1DeXDklI7vVl+IvH2VYtwYS3sBKarhYy7bwGjJ1Sm/pHOwlFnUV8vbOHjn+V1tpEuQkxTemSffarvJxZyc5eWShNKttJiKfZfnSeTK0X7D0CA2WsYMHik6rFUASYp6Jh7OlFNw7LU7uQdK8eVNpPqaenFwxU9qODhYTExN5+vSpbNu2TXq185MPp4/LkT3hMv7PbdKmTn3x6bZSRg3uIuN61JKQQFfZvXOXNPT3EEBqOGildV1/sdKZyNDBHaTnoF7i4+YqHZvUFDsrrYzv3UcOHo+SOnXcpehXnuye20MqKytFrVbLsiGdRKVSiUKhkJa13EShUIhb2Ev5deN3efrghFzaOkpmju0qx1e2kCeXlsqffZvLkY3D5eapHVLD31UACWvfXMb07iRNOreS39p7y+T+fhJQ3Uq81FrR6+yk5Z/95NCaaRJ5YZOcn9hOtk3pKXtHhknfXl0l/fpe0em0smTBGDFmfZeJY3qJhadG6rgopFlvV/Fp7SOtW9WWpdv+kg6dnKU84ZHUbGAqgV6eEndyj9SpHSQN/zgrDReekpC5ZyQjM1Xq1PaUvLxfEhzYTa5vmivTd6ZKDW9X8fLxk4WRx8VEZyV6UxvxcbaQM7vmyt2jjlLNwVZq164r5hqVmHY7J87WWjE11UqbTsPkx97B8vJ0PTHTWcvHS2fETGclfwyzk+iDi6RrPRMx0SklNMBerKztZfH0CNFbmouNUi2jRoyVr5c2SO6vQvEJcBY7eysREfF2sZc9B47J0kWTZUb/JrJpzkDZt+2MNK3rJ75eoXJ4x58yqWsjSUj+Lk5WWvmwOEK+PjghL9++kWurB8ur9+8kclw3cbSwEDuFUs7dvC0NGjUREZEzp3fI9J6Bsn3rYvmtvpcE+FaT2fU6SkLiPSnI+yBDxoTL5t7+cu/BZbFw00g3b0cxtTaVC5eOyoQOdeT6zTOSd2m1/Dg2RZLe3pA8p7qyfc4g6Tt6mXSp6SCzWzURGytbUSnUEn90vzSs6Sx9erWT6BWzpF//3+TL149y9+oliY9PlFb1PGVCv3ZSt0V36RdUU6Y3bSC3BnQVNQpxt0Vsa9SSGqG/iY1vHQlRIDF7Jsvf04Pl1MoJ8n7r7/Jsz3R5+CBGetVzkvPnr0rbkEayqFOQ/Naiw//skP9PysLLzgbl8xy8q/kSPeMQcV8rKPsnH2srC+78dRprCx0VeQZWDWyAoaKSvPwK/FyDqOvnT6OvOZRkZtA4JIxnr2IY2cAFhVrDnp1/07ZFAItWLyBAbUmNhSu5cC6ekmJr9sdoqVRZgkLHvaQvZFYW8+3zFy7viqaOiy8F2UYykmPxdLbg4qqV2NloMJR9Yd7yDQigs/GiuFzwcnHDxcWTYNf/EtaObF3Gn+HRFJRkcebqKcb3bopeq+S3Tt2pUEBxaQnzZqzl3ZdEPuS68/VTPFl5xax484OvaVm4FCdQWVlBMxdHFKYmxCal8yImnq1PUkjLVuNr74OpQcvUP7fw9Wk0GpWa5MRU1MVFfP36lak1XegdWhcMQh1HcxoFumM0VBCf9BA1Ql5+NkViz+UjZ3j0Kp2k1Fx6d/0Nhbc/N66co8XoqdiJK68u3AIxIVvvxcGIzuj1pvzQp1PTxp59nUfw4uEt3G070adVNYwKLWM6N8XSVEPCl1zG9qqLUTQ4VMRTy8yUS5/S0P96C+bVANi+ejZ2TjoKXAKY3a4G8d+ysNCacuz2dRRaJWq1mkePHpGVlUVhfilvbkShVtsS+y6GvVPHYVGVgZmVEy52NgQFB3HmeCRrZk8EYPfBvfwxsDm25uW09bAg7sUtyhRmrBjWGSsrJ4KyrpJ/cgKDQgNQadSYWblBRQUAMbfuo/r/T21fVweUSgXlJfnMWXyMqcOXUFKYjPGXATsPAxq1CR7uAcRWetJ/5nyWTRjK4pNr+Pkllno+1hgMldT2DcUtoBkVJRUcm9iGqspccjN/YRb/nJyByyjKySW8dnU8rJRY2NiQmyf41A5lz6GLNGrQlKCwFrjUUzKn10DsitOwrD6QetV8+fj4Irdu/iT6yhESPpZy6HAkixYuInLHSsxdfdjh8w1LF1vs7ZzZNmksV27cxtw8iVcf3nP7Wh5Xl0XwK+UHnT1duLt9FRVVpZRUqjhz/DSX/zXlZ14h04KVeDg70VOxjk2zxmBbw4GfmeUkJitZeaQh5lozvib8xMrUnsTkYrb9tR2XGi74uljTvVkjxFSBmQN8WjuOQmMVTT3sePTkDqZ6DdN7BWA0/tfIPXtsOK6eXmi1KppVD6VX3x74SgauWgURw2qz43gaUllK0xbhzAyrzqzdR3i7bxsODg5klNvTo3t3XKrXpq9rLaIO7QLg2Lr/YmwXzN9EVlohKrWGzz/S8bLXM+PKZmr4tuH4xhWUllaRo69O+o+3uKosadKkLTbOOtRq9X/NOhoNZh1n4DV0O28ThLmjx/E6KhH0llhZO6GqVBIWYEeHZnX59iYWnZkeUPAgLh0TtQpTnQWxz24TEFATJ72GSb27YDAaySsuo6LgFxlGI7sW9aJb60bM6hDKmH6h7Fg2Fjs/O/LzcrDCkYYdw4n6lMP7uB+E9+lJv2ZtGD1yBH3HTmfR79NZvnn7/8zY/5OyMDPVS0AtX+xsFYTGGYm4upNPV6+y5c4zQnIUZDeuRpvQmri62xDz9BkGfSMijx+m4Ps7rlSrRWZmBr3KclGr/9vtVirNqKgsw9pGj5M2n14ePpSp7dj+4jWmShWFpeVonetz6/oRGtYJY87K3+jfZwM+9hpioh/x8MQexm06yv6lo3BwsuT6v8dpPXQFK5Yto3vnrlx/EIWJRoOFlRXfYj/z6NFj5kyfQqXBHHfParS2LqX9nJWUVlYQWrce787voG6PKZx/eJfxTULYuqQ/g/55Tp3Kcp6Wl7OwS1NiL97G2L4b0UmF7DxzFI2oeLginEydPWcvP8aYn095wS/Sf/7CzMMdU1MbvLwcad/Jg3aN7LF38SWnqguF93cwZOkeFCJ8jE2lR5+O1FN+53mTTpg/SaesvJiN86YwZs5i4r69wcO9LgoLMLcPICflNQM7dGPGvNmcPHCQe1d2MS7MlYqAxgydsw9HlYap7cNo1i+YTXsPsWLpYkaMWE9JaQEGKkgpqkSj1fIz8781ZktTPcbXF2mz+irutZtxecssatYPxaCyJHJce8JGzObajOFU1vLCuUF3th+fy5rZhzl8+DArV65EjFo8PDxITUlndg137tmp0FjomDqsOdHfbcgrLOP64TOYWWt48zKGqvKfxGxeS++Nh3j9ahMz+q3n9uckXOx9yMz9wZS+ralt6Ublr2LCd+1GYa7FWFRB+KbbxJw/S9TI+jSetpD2XXvTUvOe5ffiuPf3JBqOXsfSA4fITPyE6cvdNG4/kG4z9uJdqz4/E8spL0xm2aG5rBm+Ep2ZOeVlpbx5e4/ComwaBjfh04xw4ior2eRij42qC381TqZel8VUGKqwsbPGquIXmxbMYE7kY5qF+fHg1jU2r5yGa/1W3Dp/FruEN1gN24afhwZbvRkmKjVGQxkde3Zi7aL1/Ly6j1fmHUny9CPp8EDePssk9utXnh7dxLojJ8kvrKRU1GRk5nN/y3TCxi1HZ25FRUUF5eXlzOvgSXpWMo7VPPkYV8miXSeJ3j2OdMcwqinKSKgQ4j4+xtm5Banfz+HmPJShnbvQZ+IB+o43IdDPBYNKzbSF2yguKMbBmMOmpcNoPWA4lUlRhHQ/yPE1w5my4SwJOaU4VQ9g64LJaJQqBvTvQ4dAE2JS1Xg6u9G4jj+BTdvTf9AQ1o9syOCV1zl+aD9WeTF8io7D3aSMDd+LUCoUKFUq8lNyMNOa0a9bI+as28aAoeN4FHWVah4+1AqsyfvXr/Gy0NCyeWPcg1sxefJE9JaWpCYnotOaYKJVE//5MnEvzlG9Xnfis5QYig2s+Gs5z57HEdAoEGcbPV6BvTHkFhN9+wj6smx6hrVm043blFZWYmmmwdpSh5N7TQCyczOoys7CrV4wvj41yH5xmftf89DpTWnbLowqoxH72C+MizxDzZp+WHo3prKsnGoe3liXfuTcrnl8+56C2tKL0ePGUIwFJZUmrB/SjLnHXuBopSL2wiYaDVnCi09v/idl8X8CcnV/f7l3YDP1eg/i6faVFH+L4W5iMbvuRrNu8XAexXxl6oKDPNw4hQ7ztzBt5G8MHr2YcRNGsWzOcH7E3GPxoQcM7NSCW4+fYGVujadaj0Gp4UOpM83sX/EgJRCVJp79q6bz9MVHdp65RmRkJIsXL8bbUs2xHX8xeM52xkcMp+LFG46/iWHN7NEo8/I4/iIP36BAdG9PYtJsPFMmD+ftu4+olQqOzRvFza8ZaF0bMzbcl4tH93M3Xs+8ju7EK+xw1JuSeucQPk2bkmtRG/PibN6bNOHZ9Tn0C/Rn/cEozt18TFFREXZ2dnRqH8LRv7aw48wO7hd24tqgACZeu0fp8xNMHtadQr92XIiYwxd9MQOzzbnm5U4991LuxlkxcWBTJCsVq4adWTV/Ej7uthRU2tF/yEBOns8gJ2MXE5rrufDJjBcZ+cQf+IcWqw7Q1ryIigrhZ2E5cZmpXL7wlJ59mnFu/wZ0xb94+O41BksVHd3suJxsyZxpc5g2pDlvP+Tx9mcOEeHt8XN2Z/W5aAzlxTyPiSa8uTt3nmfiVbcbJenXqDJqmTN/Fd5WOmau3c7KlZPYuPQvlm9aw++TphO1dQmNJyzD3aQIGys7kvNK8Cj+gdHWC5d6oViaGhgUWotl27fRbdBkbt18yZek73x6/5XRreoT/T2JWjpLev8+ggu7TtBtaChbDp1HFFbMX7iA9es3kmMZilvhAx58TsBEZ8Hk7o3oMWY+dT1bkHxrEZ03n6Fuw3COr+zBgLEbeP/+KkfWjafPlC1svRyPyfsNDJ5xgpGTx2OVkcbkzTuY16UFnTs252HkJaIpZO26P5k6dRlZhQYsqCS+UM2v5FcMahZEUkUpJ/5aS7uR41i+ez/96way9+kNfnzJZma/3rzJKiL52RGqW7oye/e/LB75nrdPu+DqsZd2vydR9P4dRx7cZ8/1FAZWr2LD7XTMlb+IPXYK7969CQ5uTGpKGi/ezWb74hfYVnNk+vx1TOrbijdf0/mU+pPQRiFYZafT3M2eAX9vBUs3zt6LwjHmOSmhDbDPyubeu0L+vXeRZjWdcCKNMtsgjHo1oXoNj4vKaF9LjWWKkcEbI4m6fY3be1bRbOxc2rftxJsrq2jcayFRh1ZTlfySEVsesXjSAN59+EiBwglbUwUNa1tgYqKiIKWUJ2mFXHyWQN28l0zZuolOvx2h0HAErao+g688I+LnVnae/0BQN2e2r36Gr58Xg8yzOBibzESHEka+smH36gmsO/6CgPozKLz2FzdGHidvaBY3T28nOv4rqT/KyPz2Bu8gD6zFFR3lvHqWwLQdCzCrMtBz7j3GeHzk3/LuHFrYgKIvx5iw9SUJn+MxdXbGaGHDkMGTaZF2g3s1RpJpIsxtZM7X09N4oOjOjWO70JlbYaa15/CW5TRo3R8v3/b416nL29hY9k20xsFMTc8NH+jawJ6F6/Yyc2cqzQr+wcMsl+efH3HlfjGOXl5sOXIS11/PSDCrz/79+wkJCeHJkycU5/1i9sD6/HPsKvUss3Gv7kKrEZvQW9X4f//KQqNW06tHOI7W1gxeFsmyfddZEnkRMWooy8kh/u0XMnNzKcrOIyWniIL0LJo5VMPdtQ51PDzxKv8P/gvH92TxzMGYaBXMmtqLYQPCEIOB1Qv/xs0pl4KCXFRGJc1qBKLX66moqKCwsJCCkgoW9JnLy9evmDp6NMv27ab2n0fpMHINSSkF+Ph6U1ZaSlGBYGVZgYfRyI75kwB4/T0ZnYmaro5JKKvKSU8rooFnCW9fveF0TBUmWmjTOpSqkjyU6mIS479Qxy4bZWwSb6JisdZVotFoOH36v710O1tvdu8/CUo1BtcG3Lr4EDuthuRSDYVp+bhZWlNlpmNGeFMabRhAucKapoHBdHZy5JdJADqlkpRKFfvmDGXU1BXcWtGVAHlDtsqG9PRMnP070cyhCGNRMTHXDuJoqmHi9Ok0DajPnv17qRTh+qkVNHLVoFQrWLt+D3GppnTyq8b5A9dQKBRY6DQ0qlGDN/E/8PeywspYRaWnH642wvRu1QGo4VuTgJoWZKW+YszgvhRUKbl8eBs2BhUpyXEojdA2wIqO4TMoLS/h3tPvbPx7Ay1qBTGkV1fmDu9NSoWWQ+t2k1OsJuXLW5TihFGpYtlfx0h9G0tFpSc6vZ7uDWvwNS0XpVJJen4eGqURZ48goj/mUadeS1Ysm4mDsyfWrk7sWTOXwDr1Map0VBjUnD+4D6MGLrxP5NfbZM4fXM+xLYfIM1SiU6n5/rkcya+izFBFQYYJGZmp6CrNsLewYe/KdaQ+KKAgOZYPygq+5Qq5UY/ILimnX9tGfE3PoFWYN8cXTEBptEGhUFFaXsjwTvbY5sZz7OgxNi75h9EjJ3Dm2BZUahX+zYbwLaWMvLxsBq9uworLD9H8fMHRDUuIuf4UM72W/NxcfDXmqFQ6VvXtwreUNEzNTFk6sRnNAlwpM1Tx5cNTykpLATh09jFtQ6pz4040M2bMIdDFClfn2qyf8DvFX56hUqm4evwEphoTJi74g6beBRjK1JQaqsj9kIXBWAnGKvIzMzBRq9Dp9BjLdTy+tgetRk30m3h0SjVuLu7EPE7FxtaBwm9v+G3RKYwYcDGakZmVT0HGD3JSX/L01iumrtiLiRjQmBSAKKlb0ws3nxB2bO/FnaVruHpiH9XtzUjOVWBirifhkxl9PVRQpUL7M5GeYa04WWWBfYvu6H5WYuVow93D/flWUIC1tTmDe4aTlJhNwucEKk2sCG3UhFAPb2p3CiHM348XlQoy373ly4tXSHkZ/cJ7oTRW8ubUbnLyVRycM5DsXQOYFOrMMRslPi625Mb/wltfxc3FI0iLuU7EgZ88OnOQkfX86e/VitWTBrFw2iwMkk+53hyXqtuotFpuXrnP3ZcFNLJKoEejFsQ8fUJNf2vOb91ObmwaR64VUlYpLB7bBxK9UmkAACAASURBVEFBVX4hOgtzxo0bh06nw8rKipcP77Fp0zGycnKIj1Xi7tuFy+uH/s+M/T9NyDqNTp68ekdm9F3Wnz2PzsqPisJ4WvxMx1BWxCddGbqwjvTs1Jb1m3fw9f0HnN1rkpWZyYNH0WhT7+HdvD8dmrel9oA1/Lu2HyY6NZXlBorLqmFq+ovDW2dgZtBS6eSNU1w2xxLfER4ezufPn4kYOYMvabH4OvpxLfoOGnU5Ey9n8WBeewp/5RPWqjknju7hzu1L/OblQceIFZQVG0nP/c6sde94eXoG8Zm/OHVwBm27jGHygE6MGtsdMxMVp/8Yj4U1WFi7cyLJjiZhzcnLy8PTyosnK1bSZEgPFl6+z5YtWxg+fDiozNGbaSjIycZEb8+3jO+4W7nyKSGN8yf/JbiBKx3bd8TJ2Z28gnzMKOfuuX9pFz4UC9tglqxZwewJA7gfdZe+fQdgY26gqCibX2m/8K8qYsLkCNIi97MaE7r4hXD5RwJT65nh6+FHzeZt0IYN5N7ZIew79R0HGzdsHP35lfGJ5J/JvHr+kbp1a1ORkUSfgeFYSgHnnqZhSg6TenVn5ZnHiELBm5dPad48hNKyCg60isW+fyRN+u3FYGmGh7MLhaWVlDw9zZCJvdl9K5MA+3jefS/HwUFPC39fwurYYqwUrua6c+nUIVq1605QDTcGtQ9h+oRwPmd5oNSoERGqyjO5duUubVqHYWKpIPLca46P6oGpYzmvkkrAxg2dTset2/ewstKgVqlQqdUIGkwVhXjZO5Cb8otyOzuUWhXFBYUsnDuLk6evs2tNF2q0GMXHqJMsXnSBmzEPaVA/kNi0PAb3H8DVG1GsXbcKB3NLXqak89ecibyMuU3doDaYVxVTodFza91YOs/ZTnZhCSYaHTVq+JOYmIi1rQ0GUVBelk9xQRkmJiagACnNo3sDd+wdLTn9PIsPr99SK9ALOzsHto6aQv6h02jnhHEnJgk7c+HYlR+cXzSL1KpSxv2xnuS0JKysrKjuaUpxcTGPnsfjZWvF4oHtuZGu5vWbBEz1Wv7ZtpwvA8bwqCSf0/WucWPAczocCUWROBqdqQVqlY6i5Edc37mUcev3sQlfTn6KIqTnUBI0b5m//SppyYmET7/OxMDn7E1pRXr0Km7eusr/R9tbBke1bX2/v/ZOx11IiEAgeHDYuAd32Li7u8PGYePunuBOkECAQCCEQEICgRAjxN2l07ruB85ln7fuU3XPqXre9alr1hhjjmn/nuM/11yjW+eeRGlLaKSwYNyY6QTdvYVerUZspmB+d1/iMzMoFJsxb8kKlq9ew7EjJ1m/bhU7d+1l5pipYCKlKt+I2FZMoP9m+oxYR05eEnq9jiVLl9HdEIOZgxdLpmwlf+5pWnfuhJedwI4xQ+gk9iNr0Gh6O9+mTfeRXDt7gM+vb+NgZcugLrVYdeYjLbpNJvj+OaRSEWJBjLSsmPiSIho6OiCY2mHlYsOwSUsYEXWXwbdv8r5HG0a++snYCQMIPHCSW//2tlkd36YEvwhiw9w/CYvKR5DZYGaq5NrFvchE5ijN5Ywb3hEHa1uCwtMp1QiYyvR4uTmQmlmKucJAVUEhjd1cKdLq0UgN/LV+B9u2bcGokPPo0SMGDRqEWGTgzctnTJg4GdO0KBrXs2POuTeIRab/+ztkVyclTmUPmbhmDX+tnMmKljrWr52D69KthJqb8k1ny/Vzd/AsTeND6FdG+9XkwAI/PI0p9GzdgipZTXDUIJeb8ePscDZsXsM2cxV1PD05tLE/m6a1o+OAiTTrNxKTlA9oGljjGJ9P2qszZITfZ90CU0qvrMPMNB+FJIfMR5eoPjWbN/ll3D6+m3OPntKqRWvEsR/w9z/E3l2baVHXkf7907l8oBvq8m/Efw9n5oQFTO/QmMffTOnRYRq9+80kSuELXTbzoLwOo1bfwrVaQcyTN0xetZoBm+bh82cfHBws6Fvfh6UrZ3LmyBoez23HmVPbcPPoyv7N5zE1GhjdvyV1LePp1qEzPRs4sGZQW7Zv34nBxJTFC5cxefZkatqX8v7qdtSaXLp3asrhU2v4mpTCgYVTKRcbWHk2gEZNm+Cycz/tPduw6q/RdHXxRtW9DZ2atedD2Q/8fD1oWWMkvkoRq8cMo5t7Ie1s7LHMK0UX/xKbkmL82rbn2YNnREfkEPExkqZGPf6XbvDoagGu5gW89/ZigZeSxaP70XCXloGDF2PjUIA+I4FJ3jEkRdwgV9DT3dKJl/cuML3feC5vncHQ1vV5EpOF34hFHHhWRNS7Et5snMGmtYuZOGIImoQ0jt34QDPfhiztUocWTRvh12MyOZH+LBzenmsXTjF7VBts2vvwSa1icPdGvE99wNxGtXi2bAqTx/RDqRCzYeFIOrWZzImd2yiXKai0tuHMnO7oy0vAUEYLZyXTh7uzY+JqstZt48jsBYyeN4PEG4f5lpzEkTkzmN+2PjNXHeJjyEOG9enGwNYNaO8q4eicsSh6dia9uAxnVSXvrevSwFXGxaXTMDjN48/WtqjlLenRtSFR++agLi5gSFt3Pu9ZyIXAXoyZspNxA7vQf9QgKpVarh/eg6vUjOiYVJoN7ERmXyVjl1xjkt84QoIjCd61nJ9Jj3B8eoO2zax5tX0ydRrY4mEmxa5CzMI+TZk5uAvROflI3GtjapVNE7/ueFr8QDzsDx4YShlYLw57q0yWNd/MuTE1uDirCU2dXnNt7wQk5RlsntyWA820jNwxkUuZrzDUbcW2OX4MGtWfuJWPcbKrx4KW4UR+eIf+3Q0Sk+NY26YWJ6f2oTA7jqqqTBrUNmFUXyXNmjbkcnAkW3YfxjQxkuHDJnBgSE9UBZ9Y3KsDm44fRlKRz6uY53yO+oCyuIC4uCjsrWsTtn0RF8/cZeWLBMrtfFD3bMTx/mYMCl3C3EZVhD6sx1fnj/QsPo3M3oGS5weQeNbGXGzL0CYN+ZAgoapay+e3/gzv04ipbT1RV2jRW8owf3WSeSPaMbqLDStGtqMkbB+Py1/z/txe1ghm+D16SK/W1szavoId23cTF7AeE6UFoU+fkHxwB/V8+/D1y0f2z2hMSPBFnDy9qQy7gJ25nOQ0ETVrWOHi3YP3T84x2MMGo3l7Nk7rjkyi5drTT8z/sxdezk70Gvgnm/7exqBRI0n8mcDuZSOpKv7GhAlzmTGqI+Y2bTkXmU2HzgNRyK3/Y4z9rwA5v6CKjBcJRMR8QC81JzTwDcqRAxGMAqN69mfpqr3IZDIEQYQglvPxSw7nT1+jtZuUwU1cUGs1iI1apuy5hb29FdcCLlNrWW9Ss38yfvF6viemYWpuCkBJqQZjtRaHGeP4Gl5EoyELuPelHkqHGjTpOQKxSEZFSjYL+3Xk2rtsgp495EhkOfPmLqVS0OE3dxdNnJMw2J5HMBpwcVAyY1gDJIKGS4/eY66UsWvjPNYPb0ZyjobW3bvz4qI/Xh0bYiqXUlSYwfOEH4hEIigoxcenGe6WAuXHj/PpxEUszE2o1pUgV8qJ+3KNlpYGGjb0BamSV+FRAIxt2Z46rp7ERL9nWD0z+rWwxT0vHTc7Fa5WEqSmU0E5hK/PXzPA7w80ag2tWrRi2uqNJKfEMmXBcrw8G2LUq/Gt5U15mZrQh49QVyhQSURcPbAftUjL1Wd3sTdzRe/qwfyxXYh4dpkGtpBjMHJz8xLkMjEWNo2JLtfgYC3ndKN8TAsgJLMUqsW4ONkAcPjsGdxyC0jN+0TYTw1pca9Y8OdQknNyWT17KvHRX4kKiuD8/TCkShNMxEYsLE3JSv/B/hMXKcrPp7a3D+V5hRgEgbjoMCqKMvke/ZGy+HMs21fNyPmTeRnxhCmdG+JetxkTenRF/zwCqVHNzDMfOBcYys/4TA6unkFqeinf4qIRmxhRqTyxlEv59C0Hraktffwa8T0kHqmZOeZKGQeeBZFvac6iVXN59PAFDo4OhGX85MLJSzRIe0a8tBvD63qx9PBbfuZXcj80BgwaxBiJSSkht7wENxtH5py4gNFQzsUPcuqYx2CiKSavqAxPMxkvYvMIC3tJi6ZDMQomRLz6wMjx6/Cp6UepUE5ZUTFGxDzbd4k7z8sxMTXjz6kzGDRnG+3+jibqczzKTVsJfhvHqc+xJGTm8iU2mxa+vpjIxGy8/Zz2TRsiUZoxvpU3pioVG1afwygx4UzvrshMxIR//MSVZ7HobWrz4NErbEx9EIvFpH6Jw2gwkJtTRI08JdFRiXTtWBdfW3t8m7jSfFYcURHfiU+uppZnPfJLSvCt1xBfrYTchzGcPutPeUU13br1JPhZFm/eRdJ/8BBGjhpLRGQigTcvI9RQUNPNgVYt3Tl3bQfNvX2YsWw0EomMypwyjEYjBoOB24GhVFdXk/8zheLsTKLis1HINHyNz8S1cRsK4xuxYXRz6re0I1cwYKOQ4+Xuyaxj59C36ktQcBjFBSUkJ6Wjcu7LlLF9ePn8HjILC2JS8ujXoQ51GrrhJilHZxRzNsqFoFdx9KjtRmVhJV8DX9Nr5U5UKhWr9pwBxGyYN5Sc3CK2bdlHeaUabVUxYlQoRVKS8yrQZOZx++krXod/ZeYANbPGT8XLqyazVg9CQETrJh68WDKNnJJq9LkFGAU9iwd1I+DKFQDaeDjiqBJRy76KwX2bs2qyho2bD5GZWkzLVi3/Y4z9rygLqUgqqLBEJjKhWMhEQAQigcaeXiRkZZD16AHTzl3ARCQj4OIF/t1ySlQY7h7OuLjUpgxrRnRqRqG+mN2rljNhxwn27NxHVkYGBTlZzJox5bde9/btKa0qRSSTEfflMxq9HietlJFLBhGbmIyZwgxDVQVt2zRkfL8RjF62FTtHa9Q6HaXpar7ExmOLkWLPmkiNEnJiI4FfKVX+34Tp/+6nCCg5tJN1uUnsWDeboO0HMfsSS9vd93Ht05BGVq64NHTj3plAtIDRCEHv5pLwPR3zRFMmbrv821anxjUprNIxtn1LVp6//y/r/9T2+P7fPIwwI/zFFT6Ghf4ur9GgJg5uHsi1RhTmIkLuPqdV50AczS8BYDAY2LB8LDIzV2oI6Ti3Gvlbd9vyYfj6+qI3GBkwbv3/UafoXy12cVLSrIEvlZIqlvfoxfC1x3GQlPGj6p9OEAm/tPbcmIB3ro5a0Uqmxb7jxs0rCIKIxUsWIpfJmTBuLD38/uHIunbvzqzhA8jSGKnTsxmyj59IL1PzNvQtHz69x1TlQVjUh999f3BUE2LaB3FxUU3CwsIQi8U0adIEo64KkVSBVCr/Z2zEIDL++v3uwnY8HAVses5l8bydNHKT0HP4NDxquf2W9185h7p+LZHKTThw/gJ9ezTBRKZiz7a7CCY2lGdkEpkc9y9pgdykpRgMAi4+B9jh/5Rm9WrTs1nN3/Zyh87A5PU7hHGjWJcQjL28GqWDKztznaio1oBRj7qGGiRiNDIB5VH/37q+dS2xNVdgby1nWi8FWh0U6OyJlDRHLpai1xZz8+o78lLSqK7W8P/3qFRKDBotLg0a0X/yRLTVlVRrpJzfsPK3zLyZ0/B2VlBQWsCmvVd/jy3/+ZL/P57ionKMxl833Ypi9tF0yi5sVBb8jM38p89vP+PbjyqqBBn7l/X5Xd7ewRqXbl1JiI8hOirpX66IftE/goBIJObB8TVUm9tz6dIFXNVJFOr1XH1T+dvGkT1r+fAkmvQKC56/+2ed/f4OhEhEeOAJjNpqstJ/cj8xD5lMRlWVlmsnr/xu9vkN9bj0JIfN+3fh7tAKFy8PLq/Yw62fb8jMKsfSUsXThyG/7X/7EorEzMCKeVtBZolWp0Bt64qdkxsre1rRovs4QEAQ/r1z/z8d/X8hp15NB+Y3tWTbvUXYO7vhv3gCy/v9QVFRAVXxP8lMyubh8xDGNbJGQIxjI3emjuiBSARnbwUwc+lCtv8Jz9YNIDMjhQqFHRmZhVxZNosP4SHUNB3LmTVz0apLSDu6AY22kgs7mnNyVB8UBgknFnYn+qk/cxc2I/h5BJu6uFOh1uLh2ZqACw9RyEtp4eJJbWVdigpySUhK5Pu5HWgEUOfns7xPPQCc7axwMJeyv40tR2f15dgGF5LTqjg5ZwBZmd/QlZawdvgwNu89x+iN/pi0bMr5/Wt4ePsNd/ev5KZ/MN0bmJN+59Sv3dna83T2mkENr3p07TqfF3vmE3DpMatXzmTT1DFkFmYzZOhIvp/ZCcDJUZ3wXz2Ogpwk+jaR06q2nNjsdM4f3Mr7pO/YOTjyPfQTn8I/YnSwYN7gBkR/HkKzpo35s6kjrVu3JjI0DG99Kd/DP7NrUR2C90wi9OpMlHIp7oIKpYkC/7PbyHt9m9HjRtDeyY4HK/rw+vk9ivO1hEZ9RpNTRvjndE5fOkWBGp5vnIydSsnP77E837aBcb3rUR5uTp0W/Skd35PVK5ag/fCAs8tnY2NpTUFcGmLByIblfSiKPUhJ4Vtqe3hQT6LhfuADiIjE1cOJV2/fsXn1MgLWzsPbxIwBa09zbHY3IrMLsa3bnpmaw/Ts2ZPw8HAKCwsxGAxont/FzVKJTCbhzpL5SCUSCnKi+XJsDgP96vAxKovkIi02lo74R9XGr0l9XF0FDq714diaKXjWaouHnSUm+UUgiDjQfRr9Os2ip7I184dHstivLTVr2NCmhg3dbaU4W1gQfk/Eg6PpKAQ9xuBtHFg4GjdXE66vH4NKJqL++6cIiY84kv4Rqb0FdWcuwKFlKwYkPOJGK3tWt8yhR1QU+hmzqMgvoGbjSWyc1xzPZhNRSbRc2vAXlaVZZNMasfcEpBoPxvUZy8hew4iNfMlfC4cSeGUdDfqsZFK31vh6utKynQc3Nk3l4vkjLJ4zhaAjy7C1VWEh1vH3n42ozM5GIogZ72GGjVxLHU9TykPOYaqU4OPRimaOTggGD4xpiWS+eYypiRyVSsmlFeMZPbYfg3rUZVGvmkS8DuDZreP06VqXB5f+ZnCv1syZO5NdGzaR9vQUYzs2AmBgS2/OHtrLx6gvJN5YiFV5HiIRPN8wjvPX9+HqZMtI0Utq25Ry/O91ZJzewtn9W6lu0ICJfbqRmV1BjpcV3do0YNaMITjXcMDZ1QWlCZy8+wSV2IQZI/rzIVlNm4ZdfiHZ6d2M7diQxw9DaeatxMcmFZFIROHlFRRnZ3LTqSW3dq0CwfALFPMlaLWglKpY2coHpVKJuYUZ7/zXs+PUBfw/WrN5VAs8nLyRSmX4r1qIebu2hIV+p3/TmqiMYGtry/4lvzYaB1btJyvsMZVVeiozvyIqfsnhSa2Z4FnCqKmr0ZdkUBwbxZpFI7iyYQzJ1w8glUo4fWwFyaEfObJn+n+Msf8VIBv1Ur7lajm37AxezVui0arpv/4QRkEgKiyUibu2IrGy4dmnBMBI3JEztHyVB4hQ6TS8fZ1Ofqk3L1/fZfNfu8hKSWHhvt3kxH+nsKiIR/7tmXnoOHd3jKYYCSvnLyI+pQ4abTmZWWnkSJ2I+xDCz/R0HFwccbSugUgkIbcwifWTe9N99mkef/yEUVOKieCFQqbg4hl/ZozsgtzUincZv5qrUihws7XFZ7YJ31LSCHqTjyAy4XN2IQajiIyfqSRkx9GigSt3L+zj8OFLLDp4nqTkNPYeOUmkzx98zzfwM/kHapHAokW7iP8STo+p69Cn3yMrvYz7l7ci0aSx9uJjZs2bhrZaQ0h8BgAP339j+IZjhH31QSyx5OilEIyCEY+azuiNBtQSSL29FVdzOSlBFdgpHLGpViKXy7n1IAh1VTn7j1/FqBcxce0hzE3N+Bz3jf3TT3P6ThSRcfEoFApOX33BvlOXaG9vwdlXb3iWCp9uHmTSsL44OzfgRUQIckFHu86dEJnIuZ+ciLW8mu2rhuIxfDzuUjmtWsTw8Pp5rGQint/158W9F/h/+IJOr6Vr03qYKE2wdbUm7cU3tIZy/mzqzqfv3+nQVE7Mm3u8Dn5I01qenDh0jL/PXWfb8U1IjbD14RcWDWnDpN0BdN51mnHjxnH16lWWL19OSsxHssLe4WxQcnHGBDCBMytH0sinNfsDP/EiPA3zFk2I+PCdYcP7sWtIOovnrmfflsOs2ptDenIBFpocxm07haZCDYKRkpJctDlZFPh6Exo3m4jvMaDOoEKj5nuhjiqRhL3RnkiQoAFeRcZy43kQq8aMptygpV3v3mgFA2+vXedEbApFpVC3KJubh4+x49UkLE3cqWkVzKj2TchJ+Mi2yGgkUoFqjQlGnZbPKQZyExP5lCIiPOQ9P5N+8PZrIk72XgTtWorSpJKfb19iaurElSEuxOWXE2pejUppztG7b/memIJKlkbYpwTc1FryK4zc/VqO1MKRwkINGQnJvHz3hdx8Le9fRiAWidh1cA3h76Nx9G6Mzt6TF/euoFJKEIvFpBfk4uZeC0GnJldQ4ezdDInEwKJ5ixBLxDwK+cSCuQuQqky5/DwZmVqLIAiMat+YmsZMbrx+i7bKFAevX3SX0dqRi2t3Ul6cQXZCMk5WYsQYSUpOYP7WIxjKS0jOTEUsUbGmXSPcTUWkfPxMSVkVY4e0pnOXruw7uAOTGs7oSwsRWbuw7vxDAMqMcpbP7caNx09ITE5l3+WTAFx5k4zWaCBn/gSiE3IRAOsaDdBWV9K011RM5Uay89KRyuX4detKSnQmo/r34cvXrzwJ/U5WcjwbDq5BrSmhUlPN6ZtvCHkdjUN1Abt37yY7IwuAL99TWbDyIW/ff0IikVNWqeNzaBg33ibgXrcFfy6ayP07N4hOq2bc5stEZxYTcGgzB/dfwahSIhbL/mOM/a8oC5FIJMybPZ5nz9/gZWuCIBbxs9KBuE8vfsuYWUDHBtYYysvp3msi4akfKcpT8S0hGW9XD16+fIBXo3Z07dSbpYsGYWluTklZKY2bdv9to+/g/sh0lTwO/oCmuvx3uW3rGdTUfKHttK34r53ExGl+PL77hCOr5+FbyxqdUeBGuiUY9BQWJJIR85kX78I5sHUFXXpNwygRAIG/1tyiWGRP/Ncj2En1vAsJokj9z5Fsfbc6TJq+mZC7x/BpLFCelY25ysDsredRySV8+RLHq8gM7OxMMOhKWbps63/chwAX7z/ir4uDObX0OUqlEgGB9dNHYFcm5luVEee6bnyN+siS5UtYsWIzMkAHaPRaBMTojdVUZkZRXFHK9VunWLHuFmu3bkUiaDm46SSt2vjwMTyWuNQooqOjARW3bwVgKpVhEMvILa9ALldiZ23NncciFBLIS96LWCxBaxSoqNb99rVevV9RRVhYGK+fniWr0BptRQWDerSm7xA/enf7g12nH/6WP3NkM8fvpKEyMeXVg/2IRGIEwciX+GJSf8TjWqsRT+bVZ/fbbJ58TKZlPXcEwcjhVfUZP24MsRHhjN8Vh0avQ2/QkZOUDfz6Stq/R4AmMgliEUjFYrysTZh75RbqKj2nFs1ALpFQu1YdrjwI+i0fGhxA+rdYTlwNITriPWYSMYLRiJ27D1b21tiJ5byMfo9IJKKo4p8w+cH9u8hEUowiEX369f/txMGjW5kzayVplTqMBUm87DYa2YwRTFi+5rfu7DV70VZradPRj2OLeyKTiBA72tDay5P8gir8H4ZgbqfAUCXCpYkL7VwdWbNhMy/eRuJsaeBrVAqJCd8Y302GrNYE7l7ZQG5aGlUWHYnrdAyllTWCVEyrN3tQmZoikZuwe9eK3/U/uXqCrn16ozcaCTp8EU2NmkxZsITKssLfMs18muNirafc3IFdW7ayadMmAgMDKSgoAMTkl+YjEokQiUTcDlhLbFQSa9euYNHqg5iaKFGaqqjTbw0KUxVPNnbFoGqBpkpNlbqS2K8f/sf571GvGW1a1cJg1HDj0v3f5U3crGljruVOqh5py3lY1vYl6cFJ5KZmyIRccpM+IAggEYuQif/J5GxhasOsJZM4tuccCyf2oU6jhoS/ekFKzy0Uq8sp0UgxPzMQofZoEl9fJi8nC6lIhg4d1jZ2tGviQGhMEWKxnqCre9iz/xhvI7N/2+/duQE6nZHL917/j+1xc7KjfdPadOnWGwsnc9p2aozGAHU8uyMSfhGFxv8blIWJiZLFg3rRrGkz7B3smdzbD0dzqKzKJSPgOEWZ33C0saC5Z13aDV6AvqCckBfFdPepRa9+3VkxoDuPH1ymVx1rysszMTe3JGjVTPb2H4mpXEL225tYKsDeWIq7dQlKaxce3DxBwtWjzJ7WDruiSBZ08ebexSs09lLQy8ecngP7Us80iQ+vU5Ek7uPqrlV8v7ubCwcPcz3wFc8PLCYwOJo1U/uwbd5YZHIJoQ+vUiv/DBJNOV0dpAzo3IRek/bycNtYZi0/wMBO7ShLuUndBh6Ym0lYMmMGf7jYoDYIZH/NQmc00LSeHa1sxVSXy5k9sQ83N83Eznkpuy5e5dnuFey5eAYHCyUHJnYGwMd3FbHnBzNi5k0SHp+mIvTX9eODK0YxsHNniipEHPx7KTNHdicn+QuHFk9kz64DTOtvx48vwWyY3hiRWIz+yTkkYhMkEgleKZU4WNshEkFnSxNcazXH2lKBmb0vJkobpg3xw+zFPYxiGUqFghGmOUhlYmKCbtFWVUJFlRq/mi9JSjjNzeUDWT6iLVOGD2L6mE5smz4MLw87du7cyZ07d/D29kahEGhVw4zcd5d5FPqc+8ePc+tlLG/vneXFmX2kffRn+8adnBinob6HBSHP7vAt8BqNGzbhjy5uaJ+fYuCYjuwMySLx5TUqipKZN3MyS/q2Qq4wRVdogdLUDIVCwQ4/Z7ZObIFP2zZcP7KBjj27U3/ueJID/ak3Zghbhvry16g/6OTjglino5E2k7srhzFr/GiOLJ+CjamMn3nl3F8+lrDIMFIXHGHE6GnU8HJDZGFKZPBBzEUSxHItNVQK5q2YyaohnTCXShBJTdgz1QOxRIpREDNraw+gmwAAIABJREFU2iQ2rFrG+3dBvH9ylic31rP7cwse7FhLYWYci8cMwGnhQDIqcznrWRfjpwiat65N167d+LtPHZxs7CgtqWTgsO5416qJW8MRjO/+a1706NyGqNunyIxJw04Q8/LUThysFFiqLaldoz7t/2jBpxhLdqzZQW5sFWs3XaKZixyjsZw1uQcYEreevEIj23o78iOllMzSYs6vG0pGaTFZcTHkffxEclI69Tt34Obj0xxffAulUsWZ7UswMzWj38JxTO5eD/vSXJ4/f05V1a+DhLfHNyIIBiory9i5cR3Hdmzix081/S3N6dtvGpbmZizu2gadTCD0/jomWEdRXa7D1tGZ8wsGojNUE3bjHFMGtyQ16ydNOi5Cl5NPg9aTMBjVzOndkM/J+SR/fs+cnq348j4Eg8SReZOG0dSzBmUxFxiovQiUMcsjgcE1iuno14VbG5dwdOESpg5pz9crAfhvW4FIJGL9mKG4ezhy79krmkgteRsdx6PpXTjq9BZHMwVBt+9Tr8ifrv37Ua0pJ3jnDMrKy5k4yo/J7buyZ+tKHKVi7h6/jnW5gRXD2yCTSxCJRDRx8cDVRM6LxwFcXz+Et/d/JbRIvL6EIc1tMWjL6dO0ITdu3iY1M42IUw8Z2WkU12+O4+7R1QycO/4/xtj/CpDr12/Aw1chBFy5RnSamhr25mSWpiMRqwh++hCDWEl5mY49dyLZdeAoy85fQaQz4uY3jtToOLLykrgTlkJkYhZVGgWFobdJy60gv2EHTExsuBpWiK2TC8u7+eBurqAg7iFSBH5+SaC+V32Sc0tp0bwd44c0xd3GjKjwdC6cjsTFwYaY2E84WuhYe+AEn5NySLq8hk4dW/F00z7kVU64myvo+Od4mvboytTNO8krLMPcwpYfZVV8TS/E2RBPVOwPrh9aTnTUHe59UOBg64pCYsb2i/exdvdCjJz01GT0BgNh0fmU5maTllnO5UBzLIxWGAUDW9fMpViq5PzpG0jN7ZHIf+2oqrNvcfFKIqXCba4cv8Ou7r8igm0XXjKksws5mXncffaKJxdeMr6ZBU8f38fZ2pZH4dU8un2HM8HFeHvVpri4HCQijIKehKRkyjViDEgpzCtl1+Z1zJjYlTGj6qGTStkxYgARaimpP1M5c/EqcRU6ytR6+o0aS2FZNTqdnlo13PHynkxSYhIbAsI4cfUe5QZrvBo2IKvEyJgxY7h9+zY6nQ6xXs7bkCBuhHxmwtQFHDt1lLC3H5C3H0NiSjZ2dfogN8CTJ+/o0tKGXcOP8ej5Cw7sWsPURl5YWjmT+SmGWo4y4r/F0LieLx/eBBEcGYtKbkpFdhpipBTkFrPjbSWbT8aTG5/Ih7D3fH7/ERvE5KenUR3+nA79R+DbwJV2bgJdlsylNLUUZBZsO3iTgvQSCgrVnLg6jAp9NWOGjcLYTMqxDYu54n8HG1s5wdfeMGCqB7u3r8XDXoZYYiQgJgejmQtipRILZ19EchEywUBuZSkJ6alEPbzCxs0bSEgyon48nxuPg8kuqmLY7O0kvoumQKhHkEpgx+Y9mNmYU1Qp4UdSPOYOzsQnXObbx2gEeTG79i5C2qg9ABWVNbFpMYDTZ85z+c13Bv11mpDLdyjNiCc/LZX1ewIod+tGZEYhjxOKqDvwCj5t/JBJNVhYenPdeT5JX6+TU5CPqakFFToNyRn5aPUaTgd95tGzIF4Eh/D8RTCp775hZfeRU5uWs/f0DQREnFu4gvIqDUobM168eEHt2r8uDN0L/0zDRvV4+DoapbUrMnsfXodEU6A3UqYRyMkvYcK+ayyfvYoDfTvzNvAsRQYVgbcuIJGakJaSTOjbpwSGfGXAgGG49utAdU4aMrGE4HVxvP38GRffvQg6BWJnV6o1Gs7fukzr1dd5nZTL39N7EpuSwbqxvnh6N0RTqUFboWbbrXAKLGpja2lJ0PMriIoLOOTRhHdPgxhudOZzciYvQj6gKcznbn4y5288olKt4fm9K1TorOjrI6awpJzMmHhSf6Zw5nIQem0l85ZtwsxETg07E3zHLiA4NgOJzohIJKKsrAyp3Apra2sOXQ9BYe8KwMAVdxgwaiZKEzMO3nnKzIWzuHf/OWKxjgydHIVQxc+UPKpKy/5jjP2vKIua3nWFxo72KJrU5fbRs/+jTEWVP0KhDLnYF4Vn3X/CzH9FwWvm9UYlk6Azwl/7AxEjQiSS0LBFX2r5NKZKbc+Tm/P51wEsEomMmo4WFOcWs+bvjbi6emFuZUmTBnVxca5FZnoCcUdXseZFAhUVFcTFpf72JfZdIKYmCiQSCV3mh/LhbCuS4iJo028zRqMeSwcfPMz1WFjYcOzWeWRyORhF7Nu9nQqxhpKqAgLPPGdZbxcOvHMnOfYeYpERvQHca9j8rufshp4Ua0RoCou5H5qOq2UZpRU6us05wIlgJ5yy1vIu/Otv+bePT6DRG+mW9IP1TYezI+khf/gH4GJhxMbagmnTW5KYJudHUjnFlaYY9FqkchkLZ21Br6lAq9Hj6uPOprWLWbZmO8tntMfU1AxnWyXen2xpvG0ROXlZtPYb8rtO24b9KE39jExVgyebvNCpi6gzdDetmg9EkJly+uRmigoKSUhKZuvmLWgqq6j8ewXWfx1EazQiFYtYWq8jcXZ5xGeJEFPF8N6deRDyhn4NVER+y6NSIifowUwqdSYEP4vBKHGluqIcnUHP1xQBqURMUVkp4S/DkEql3L5zh4Sv0YTcOolvj4FoESMzCqi1EsR6IyoTFWmB25HojNg7mzLt4vf/cc41a94a95q1WNajIS8LkhizyJvUT43p1LHvb5k2vTpTFZ/E59QMGjnK6dT5D3r1HsyrbxG4WDrQ1LcZXfr8OsSRy8QsHNeSew+SiM//J7y3cKjH7RNLuPw0ixfB2zA1E9NL5YCrpysD56Rw/4QPi84//y1fpS5jz8YNLN+0mQ57fwCgF4PN9o6kiAXqIuVJcTEijJjIoaL6l14NNzvGDO5JwO1gMjPyfts7d+kOpgoFHTo1YsHCSUS9j6FVl778vWsbFeq32OfYYNu822/5yC8x3Lt8mKcvXlPH1RK9XopYrOVDZW2qq3WIBD0/Q+/9lj908AQr5s+kCoEWKwZj9V2KNvkDIdc2UlZeyaXH2cyc2oYqnRhLr96/9cQKCRJEGBBYurcnekHH5xMxfM33ZN4EX2zvXGNWohqJFDCCzqD9Z/DEIBZAEODS5fvU9PZCVfGYDv23gVhGd10pMUY5k+4/ZZPfH7/pEzs7M7xq1yMhIYHC/KLf5jxqWqM0M0Nh48iK+avIyU6iolLH+DED0Ql62nfqSkFGGWKJAp1eBsbS37oPLvahhqMCvaGYVn1C/plfznJuvQrEs07P32VD2ziSUGpBa08HNHVHUstZgkpmRh13UCrM0Wmr0Li3omX5aKplGdT9I+d/n7IwGg3079KDqsISqnKesXhif2bPm0wNJ2c2/Nkb34aNmNRyFQmB31g6bjKzBnTh/oJpDF1aB083J7q42CKXyrn7+COn7kYjEolYN7YZUjGcn9CA1tZJtLV5QM7RmdyY8gfbhnpgpjLj+fFTNKjlgIO9ExZfw3B2qUnw0/esn9yVtx9+8ujZc6b4KjBRyFg5bggnFg9m/pBeTB47k8nT1lJRUYZMJOLDqxhq1m5E/boO9GxXi1qWaqYO6Ejdtp0xs7BDE3GOoV068S7hByv69CYzs5L+DeyYNWg6DvpwjIKWN2e3Uq6pIvpzJD+uHCLiw1skRiPNa7REpNfi7dUAz9pdqJY5c3Xncqaa7cBUoaaVjzs1rcx59OwlP4NCOL77IB/L1cSvncrQbadJiErF/+gpcvM0fP9UiZOyNbv2BKCtrECflsq9K/exsTSj+Ol+bGytEIuldPOqR+izy1wL/MaEtu1I/J6Kzfw/SXtxGUdHR2o13sHQ/o3p0WcBovJcPvn/jVxmSkx0CpVVdZEg4vHO4Wwc3wyt8STmaV959q8/tC/7F2Gxbg8/ot+SEXyRr+9DKC0rY9bI4UyYPgWVGKb06k4TTx+craVsmf0X584sAvT07niZOoZSQp69pqPCARESpKYqepqVIUGEo0hAYdDz57BBxF7fjybxO0qZiKJv7zl0aBcGg0Dtyjg0ejUOtir6T16M3qhHIpGQHHyP++f206KOC3nnT7J15xK8azdkVD07Jp28joVOQvmThpja1sBEqqS1qz2WKiuyPqVz5/JJEMRM8GtAdVYuAkbkFXDxRjAlZWXUqakk8Uc6SsS0t6nNkmmjuLRlBhO71mPTsmmoi1OYM20BcWGXeB7wN88D/CkSl3IlA77HTmXzgy9snPInYdtnYWbbBL9uPdDHpaPXGxCLxYwo2oNEJOaHhZLD6xfQclhjmtZx4uaacbQyN8f/7VMG9GjPxDFD6d3AhIEd63J+83L2LR3CiqnjsLS0YPeWZfRq3h5bOwuG/9EXQW9Al5NEwYU75Djas//qG5aOGs7fF0IJfvaemSPGIxGBnX1dNo3ojt5oRK/Xc2lwXbTqMmKiP7Jl4jAKCwu5t3kRXWo5Iwbc74fTv38/XB1sGTlhBXcOHWfWtHbc23UEyZcPZKR8JCJgN29uLGNOJ1+qAzdxZ/4AEi8k0qW6C0O6d2VLnzgauzkyN7UKc1OB91N6YKWS0avPGFZ2a48IOWtWTeHilqVM9uvA09PbSXh0kceR5jTz9ebZyp5s/fyDdn/YEXr1NJ+TfnB7YF861POlg7Mth9YuZvKQemy4uY8to/qx69EpBjT14vDSWWgEKXq9nqCA80gkUrZ09UWfl404uxSDwYC7vRKMpXz7kMvwod04fu0VP797YdS1YsL6Zizu1IXi9DyebthPPaMVF7bvRmmmInD1DP5aOZmschE7lw7i9pO3TB3emFZWyXh710YsMqEs7NcfZ0FWBmUfeuM3rvF/jLH/FSCL9VruPAsiNyEFW89BmMqteRMezvJVK/mZnU/Lmja8yyzlxeuXjFm1gqV/7aXrxsNYmFpQrdGRWKpGIpXSsH5jrm6fh7kEJHo1Dtam3NLa4R9qYM3xG7yP+sHZZ0n4B//EgIiIt0E0rW9OwKWr/CguZe6MOXTu1pspG67B9whKrKyISinm8cF5GA0GQqO/IQgCa7eswkKlo7JSTU7kOd6EvqXvuB20KZBTv24dMsoh9NlL7l/2R12aT3lhCYLWSHsfH8LuPaC7pZEnCZVcDYtg+9krVKv1RIVH8u7URhDLSYh+j1Qmp1An49rjII4FZxP47hMP30STnpaF0dwW/+BP9B3Ugf0XbyKSy5BKJYTHJ1PT252fRSkcPTuM4f1dsXY2Y8C4qZiZWaPRiSlK/EylEfTqQr6m5vBHxwYYDAYeR7wjrSKXAb06U1hUwsE9JxFJTcjKyMNcJsLBJJfI2Ayk1VW08/DHypjNl883WTu9D7HJSahRs+5iNF9Ts5CIJOx/kEyvMUvYGdSeE88KEdt5AnAh8D3Fub9C39Sk7+jEOlaN2E1aXh6tO7Xn5rHdJMclEh71iRtvCxC00LnHBh4vPsf4Aa1JuhVJx+5tefQlBp1RwAklxRVa5HI585b1wVIhRSKW0KtXT7QyPXKlgoiCXBpnyJBIJMSI3dh+6BxasZ7AV8GciJXy+e5lwj99YuD0pVzbvhn/qAhMXFdz+04AQoXAncv3SfyRiURiw4ap+xAEgYfvsqnWVFCpKyXz56+3XNx9GqEyt6DYIOPMw7dMHteTZx9zyCvVMHHGPBTOXrz4GM2inYfZfyeS8CwB85Iy9k0fiMTMjDNXgig0ehL58CJZHrMRDGKS3r9g/cxBjGjkQuT3fKTI6VrDiSy9lmO7/kYsleAsCBiNRqSCmJtXrnDgajg6uQOenQfxulyDSZkJdWwc8W7YhdwKM/7es5Py4jJS0wopqTYglYoZNnssZl4+pEQkc+TWFfKKKzm8YTUBj2PIePkQb3dnEvJz+fAqkNg3AagLy9BqtHyKT+Hkk1cYjUY0VSXEp8RhaWnNzPnLadPPDwcHd+wNRswLCpAC6YKRO3fuYpKdzIHLj0lI02BUq7n0JhWnERvRV+tZc/QMQybs4dKnHzRbEcDq4CTWLlrLpH1X2XDnJ4bWh9BpqwkwNWJuosSy2siiFs74dmpDhU6GIJbx9E0g+SI9OjSE/FCTnp9JSfIdUrIEnsZm0LylD+k5xYQH30QskxLn3ooe/QfSeIQPL2/4UxFVTFlGKf5vP6AuLyf4azrvvqVTlZNB2qvzTBzen4aWcp4IluzevhC1tRkAfVrXB6DLoHb8+P6dPRvn0aHPZNoOPYZcqMamy1gUWSF8ziwhtKKCnBwDJhIp8y6+5tXrDJIL1NwNuILcxp6zt1N5/OI5GkM5pkoDEdFRyIxlbJ42i8rqYrD1+Y8x9r+iLBo3biwcOHiYli2asWTuKMZuP8O8pS+JufwnIsQIGDGTy9nZ3JeMBhUEfbehrNzIktUd8HXvTEVZMd+/pVFc8IyIqChm9R2KjY0d1WoNq15VopQr0Ru1OJV8oii3EDOFgLVLByxMleh1Bg6dOMGu3e+Zu7wNvTo0wtLCGqUM1i5eQkRyCk18W/E88A6xsbG07jmGzPsniKlUoJfpqVTZojfqsLQyx76kmNo1VGw/eutX1miRiMqKYkRyFarSEuzq10avkeLkasrBv3fTttsANm1Zg3ltK3Lif9Cu2IqxJw8iBowiePcmiKqqSoqKirn0+CQJqbH8CFfzMzkLsVyBj0dNLm8exaw995nj583uWzEUlFdSlJvL5HlNiQ0qZNXug/g2bIhRrmTWjmvUql+LVj6tWDisEc4dB1BlFFje2QcTlRy1Ws3aLft+j0vPFr7o9fAjOYWMSg0np3YjQlmLS5eOYWIwUFAGkZ9CEIwyjh07SYa2G5MlBWQIZWy6fQCDUIWF8zhOrUnCvbAFexOicHNzo27Pxfzo05FD7tOQqlNpYZeLg7MV7bv14My8uagauiDLKKbQ1oaE3AJOH9jIgYsRKExUONWsyYyRHZGIxChMLdi0eQ+lpaWM6OOCrWttslNimLXsJIGnJ6P9puXg+yQcbaUM7taDMQv/advBe8kIegGNWofx4ygO3CpCIhFRZTYfo4kNRqsa/O2zA1NTa5wcXLifISBDiU5sZPmm5bhKOvDqWl+W7P1Co6ZWfI7IoVSTjkQipaiwjAVTh+BgaU5OUQEbdl1ABIycuhhDSTJJkaHc/phIZXkxA4ZM4caRlSjkLwhqe4xNKg8Wbd9PaVkBX54cJvNHPP0HDOLvQ6d++770wFYUJjKUtvasGzrpn3XUqBlyfSUasYyvOakIRRXArwsOAEdvvWXL7giMBjXh13qh0xowNTXlx60zxCjlXLfw49Wozv8sYpHoV1qi3q04+TACRFIQ9AjCP28O/bwVxYixrZAYxdxP+YalwolP7y+yrsie9rVqErJoFh29avA+6TuPIxKRKxWcXNCVErEIvUHL+v0vcfRsRu829vRq0phYjYg2ro14+uwMR26G08S3EZFR0ezYOI0WdWrTbchC2vcfioupjPo9/OjgKCL87nFyKj3ZfTngt18HDt2k6Ecw8e/DeZf+E63GgMzUhKdX/DHqtNx8cpcHNwKpFEs5G3CDUSOHodcaMHdSoi0vR6dW4GBjgq2zG3mFFYzvr6Xfn2dwdfVh/rJQ7Bwk7N40kjPnT7Fj5VpW7VnHlV0reP05l3lT2rN4w0MCAgK4c+8aP3Ic8DJ/Rb7ZQrTJB/j4LRZLs3+uPV/Zs4Xq3HRm772AVtAxcfJILpy9TXllPoJRgibKGvv2GvQikAswuqkDV6LzaCAXEaUR/vcpCwDBqMev30A+ffyGLvAsMrkER2cnwh7eQykV4ebqgMTXHjeRDZNamDKiTjUFZQqqKjU0N6pJ+JmKbYkpQrqSO2nNOXc5nOlLz+KekYVTYjjixM8U/kzFQWzChAnDKS0qYlQNU1QGNWKJCNXP87+gv6SY4zP9EInELPnrOk6VlSR8+8L1l4kkxH6kVYtm1K3VjPoSPcnxP0iN/0Z3Sz1J4W/JTviEuOIXj7WqS1vaqMwRUU3s2fVMnz4KrdqM7k1cyEyrJr+4jMndOqOrUnB6zR6mNmzBysALrNq4mICFf9B/3AhkEgmJt04i1usY2W0k/S1b0qyTFz3qe9LV242zs/oSsPEOXWs78uDqZzxcXHh5YD1nDp1j6dC1NK1nj1arpfj9dVZO9GPZpDEMlkVTGbQeAR3z6iuRqCywsjankascaxtzKqrV3Fw3lXKNmr/OHGD8n+2wdzLw/vpfvIlKoKEhmRrWKvq2rQUiI/PHD+JNwF6KSooxKN2Izt1FoKQd5rYWrBzejMNrvyP74cCap/eRSi3oZGfBrkFNuWImpX+NICylNnxI+ElTR0teHjlFqYWYUwv+5HOVlrKSEjb3b82mrXsBqF2Vg8FgQFtWyYP9hzFqdMgVUtq7FpP8rYi8tI8440J3v3606jaTSr2CJ89jiYlMZeWaX2A8Y1Qr9u2aRvtGVpTf3Y0gMnDyfiYrBrVnVBd7TAzfWOtyFrfyR5QUlaA0cebMjRAUSjNSQi5iIlfwOjyA+a3K2BqUi4UQS1erNNxcbCjIL2fFmLYgkuBlVFJPU0HbZu24/1dX6teqy+vga6xdtZZTZ56Qm5nB/YMrmNqjHhUaKcd3fCNXKaK9RTWPd/TFQuVEYWY2t/Yv4XtaEsMH9CPi0j4irj9kkK8z0q/fkHz4Rvc/fFk4oAWb1q/By9xAUzdTjDo1daVa3p2ehev8xZye1JVzcwayY+8b6udt4/g4MYJIwvujy9k8YxCUCGTGxOEq/kU271w6AVcvL2QSKQv6Nuf/ae++gqLM3n2PfztCN0EySBAEjAyCmANizgExjmBOY0YdHTM6xlExYxpzxjQKouOomANmRAVUVJLk1DSh43su/Nfe+9SpU3vPrr2r5qI/l2+ti65ab/161fOu9azYxCcgUzCjX0Nc63lgrvBgXPe2hA0ZhmpIED7tuyISxKxaNZsVC4dy6MBaJuuf8XDfeX5dHEm9Rp5MGzYJgJ/6+nA/JZlHjzOQ6qSM7OiLqiiDIZ168uxDNtd2HuHLmRgaeLZHaSGnhbM5VpZKOg+ex4u79zFKBHRvM3Ep+kDy9EgQi+nWqhPztuzj1rERTOvkh1QuIdC+Fi8HL5zrOhLWqYpXf10jtF0JDzZN5dG+tThYyDnz0xBq1AZGDB2Glb6G0oJSCgqqEOXpqdFI2RV/i8KP79m6axPbd6cTtyOKqZNHcHD3CNQv9mCQm1FrZk09SwGD3IrqKhET+/fAws6Jv25dwbXmE6s2RINeoLmHLxqtCle5OcmXvm/JO/ZLL7ZG9iYvJ58KuS1rpgwCYHl4MBcOL8eo1XLrwCYyC4awaUk43RsHMi60C2+Mtuyd05dX+v/6ovdvBbJIJCI2NpYb165QVKXHUVxNZJcKRBIJYZPm4uLuiYO7O1gq2f0gh23nczHauCKSWDAqfCaWbQcSZltFvqU/KzcfRp4Xj8ijE+ZOLQgK68OkPp3pPWQohdVapJbWjJ+1lSK1mgp1LSX5KhCMyGzNMRcE5FIRX7I+UZpRRKvuPSn6lkZ6RRnOllJaWYkI7/kDhaIqLENWM6BdE6hR8TEnH43jSOrYu4Ds+2btPfeScJeI+HL1OF/ePGf7vsO0a1aHXTujMVrJePwoFTOxhh59OjEjagGTZ6/FwdqZC2dO8vXLF9Ke3qW2tpamjdpRplbh7+CNnZmEN/dySHj2Cj9PB2KvXOOj0UBGZha5Bi1f8gvpOGUBZ49soLzgHevmRSEWi9HoBeyURtq28eD6jbvEXHiPCBlNvN3wcXSkSV0tOXlfmLskBq1O4MLVREQiEeP6zCHnawVY+HH55FkMGj03k1I4dOosk9efBQEKK3X4B7cmMDAIY/YNZDIz1OoairJySP1WTsXHCuYfukbUXFduxr0kKzWdpiMiqFR24t7rz4waboOblzvJb17wIieHAokNxbllTOvfidHmChbFPiG8cyA6iRR7J0d2pWZy9dReFBZyIiZOwocPHLnwlBHTj7Jyyw0Utg6sGtgJK/uGFIt0BHfthldIGFFzhwOwa9tNynNyeTCnMYaKbMSXhjCxjy/PP6VTo3cmLDCT6xnZeMuTyMrM4UT8FRrUcyPQpgSjuA7371xnRug+2vfoRuKFK7iKtdy5nIJgaYVRJOfzm0Q0tQJzDp/njjGAH2dF8Ti1HDPzKtTlapZsOYFT8wbUGsSMiNxAxLxVjJ44CTtPD6xndmDJsd95/U3H6tk9yS0uZ230XipV1aR+fs+Ve884Gb+RaYcek1dQxuViFa1Dp5H+OZeSggK+FZTSuUswcm0Vpw5vYjUdURUVM+lwIpUic/YucsY/dCBVlpb0aNOF/Nxaeo6dTLd12yj58hWN5vuK2tzcjr1HYxnTtTGZOQXojXJEIhFXX2agNhr54+gyrr/+xMcPWVRKRLRtbsczLwdefSznyvPPXH7sjr1Cy4uEw6TGbGXN9r1M/nUpIOL800J6TYjmKx95UaghIb2Kwk+3cHW3wyOgMTInJUE+HgycuQxVZRUiuQRVhZr+AwYSdeBP7Jx92XnlBFVFNdj+4IGuVk/O11JKS0uZtPIhNtY2gJi6FnWI3BRNYmo5kQvXk/LwFkbrzlxNyuNc4lN05eV0izpAbkEF1RUViMVKHJy8URjMsJCKERs13N21Fis7KyL6TCXp/FYsXDzJzBNh49SUB6+f0sbFjqp397FUmBPRzAcrayWlajUGnZG+/Yah1dWQW/iVzDsbqNUbSNo+nLdqDT8u2AyArUMgp7K7kvjkA4u2HOFrZhEAa08lMWfGRsZMX4hv1yGM+62asjINIqOGxp1D6dP1B9xsczEXif6fLP3/ZuzfKVkoFFZC75CeVNQIJGywof8JCssxAAAaR0lEQVTAq2RKpNRIBJydncnLy0Naq0VhoUTQizGKagnyb0rP+mLi/viMCNif8gAZGiSWNohFCoyCCLlMxOghHZHKJeil8PZ9JcaKYsprRYhFAlIZdBu4msEB7zGXK6ms/oCuTn9slHKO7d2GTXU1b/Vm2LvaIMgg53Mac39ex6wps6iurMTNrS5hp6+SVaTm1fF9eN27RfCoboSOCkWrryE3J5/SrM98qW6Hfxtvqp6sQaKoj8zanqj1F5DpqzC3r8uAIf7odDo0mhqio2OZPnUcaHPILK6maaMQMr++pLREh5eljLspKRSXVSMIAhbmYkKaTWDUiAC8HPQ0DGrF1oVz2J+az/W1c0Ew0n3GWvr37ESFWsv5S3GYW9liaV2HhaN6cDK5Er/KHIKnd2PT4lh8m5jxptybZT+HIRJZsm7nfYxpxzH6hCPLO42l0g63so+81dlgZQ5v3ichVrj/+6TLxfgENiPjWTKBfo0RScWU5uWyenEkS9duo0gnZ+/x40wfOxgLZIjEVchq9bQePZHilHg6duxHwd07tBkawbn44xw7/4qC4kKyHu5j3rojIIjQ6mrxsLYjP6OWMjMrioviMVbVUF5ZQbcV0chkOuxs9bhl1CCzsGf/sYT/6107dSQasVhGmx8lDAvagE5bSb3xH9CKBWIinbi6fh4yuRyxWMzIwQPZHLmPrmMC6TVmIYGBgQQFNGfHrijUVQaU5jLGD+uJhbUFTVv74esZgNhQiUzQkZxazMWzf+HkIkNk0xyl0pLTx/f82+8ojpmOxtEJmXsSTu2v/dvztbv2k/jXRZLuPaayrJwG3m44u7lz//5RmjcN49X7q3wr9eD+9T9o2bIlXaf1Q6lUUl2t5d3eaBAbuHZyM6M3f8BMYYVB0FLfxx3BWMHI3u2xruuOjcySzqHhxJ45ydjRY9k6KYw1dksIejiTtynvWDR9KJv3XORg7Dc+v1lARqYHQ0f05+yeDeRWl1Jr3o4glwe8LOmBr8cHlHoROgkMaNOQuGvx1HXRcuDYF9b0aoHX5GXMHNEbt84bKcp6SWXJC6zkRnqENGXCtKmk3N/FngsuiEQq9CJrqsvesmHjGuykUlq1DaFTSCD37r0kRV3K0/M7eVxtQRufQDJTn7MlajkHZk9g/LZjHJsWzva76dhaWSOVSulkm4Na7oSNXMu6iy/oNXA4/l16sWRqOMHBwdy5c4eiogIKC77g7lIfATAajbh7+XDmzBkEQSAx4QqnYk9zdFYXPPusZtfZl8wZ04a4a5soK68i7tpDyso1mFspKFVVY1FTiYuzghdpKhKevET8+CHP1CpWLP/3Qz2R27sQ1nknnQL8mTfSitY/TGHkss0kJFyjpqaG0eGjMDfUci56Jce37cCg13OmXM8vkwail9jTqkMDgvtNxcfbF8uQEPJPnvqfL1koFQqC6lTj6upKxLqvTF+1CImtFX369KF79+6IxWJEUgltvJyxNhNoUkeMNOsx3br2IHLLZJbGLGbdwcNELZlP9MKpqPU6IkIC2DZhLE7O7uhKNXSwb4QII+F9+7JwcDekUintmihp1cyBJzdv41YtpeBbJvm5GVR9eEnXHzyJf5NNWAM3Qsz1DOoXjn2lntdvHtDUsoqIH0MpqKhhsuoRw+yssbJ1ZtulWbTp2glBW0TevWfwPo0SqSNNpYlYkEe2rhlvX+UgNVSz8PBRNq2KJCj4B2RKOd0rCjAzM+Pc7eMM8LTlleolxQU1+Mk/kZlThJWVM/7uvgwePIPo0GB6upmj1+v4WvQURekd1q/eRULccToMGUV2xkfGLVxN33FLmDqgC2ZlxYzs6oBUaqBf95ZIJBLGL61Hj7r5tA5wYezwn2nrqyAsIpRlcwdj8f41ssxz3JzViGNzIxAQo60oYUa7FthbKhGjI+XkWtaFdAVEDG35vR6m1BkJbeSCIAjMCKnH6qE+qGo0lL19R2WVGr2TAtXNQwiDfmTHhuVER4xnVthAzv26mIi2wxAkMu4UFuJtoaOkSIVeMJIXv5/swkq6+3oxt2dn6tV15GOehLVzxuDrWUvm+TtERcxFwIzy24+Y6+DEh7RKTl16TktvD5KfX6fk/RaePrz0/U8j5xVH9+/j+pN8WrSuRxNHZ2pEVRzxPcPuqK3kJF1DmZXJqaNH0Fkp+Vhwh8at+mGlMGfvoslcvxhLRXUVwT4NSE99QSP3egxuHYCNvQM7Vu7GuUiNWV4tgkFDb39P/H19aGlbxpROHhR/PE9Ym4Yo5WZo096wPuYMuQmfGDVhJj/4OtO34Q/YOVrjVvKFCf86SDEzOID37z4yqmUfrmxdhoA5Tw/uIP3YSorzCjCzVLK8jg06nQ5zsZjuXYdz7mIqyxeNZlKAmpsJl1g2pDULhrSlYctuOBc8ZufGlRSUFmNT9pXSkgrU1SrCU39i5dS+RM+YweQgPy5fvsC3r284HXMKq5o/eXl1PV0kWYT6GxEEEUUfi9DrNIgFA99i/wCdjjZtg7j+RzJ/PVby++aFeDR05+rrTEa0bIVfzRVcfduza8ZoLuzfBNnZnF+zhuosI4IgMLyuCrEgQ6yt5fGJvVw8thedTsey0VMxVNVy/PBhRvfsykB3DfYKGxxePaVFUHtm7j7D+h7d8PZxRG4u49Dq2Tg52OPVcRgBTdui1VaxdflmJKnvCWziiiAIBAYGAnA3ZgYDQzojFozcPx3Nnzt+BWB55GykmhpKqvTsHt2RxNwaqqSWDHZ6RueJVxBLRDgo6iDotIzu0ARJRRE6nY5Wfv4YCqto6e+D5HMqLy6cp7OnA5ODG5F+aTszw1sh3DWSHPf9LrzAZhM4d/8iAOuXz2XD2hV4Wito3qQuw1ZEU6Az0GRgf+RGPUnJ6cQfOAFiC75W55C1awsWIvV/OWP/ViCrKivQmVtz/WY8iQ+ScXd0oUOgHYmJiQwdOpSYmBjqefhQITFDJJIgtdaw9+FHLp4+zuRtV3iLN0nxl+gwaCIRM+bhZPGStR4NafWpEGsLe2qV1uxL+oper6ehbz12Jz7j58XLyS0vpZV/PYYOC6XWTkCrdWLI4LEkvkvlxvtcPJu480Ai0KXHYPQ6CS2bNeTl6xuIvdthZlGHmT+NodPkjXjbq3h/eh/r9yTQd/AM6jYeTMy1x1z5XM71688wV0qZNnU2HZtkkpOfgVJSRnbKAzYfOE3Gi9fUZOfQLNgPmZkStzqeNB+7lMynNigU9Yg5n4ize3tGDBvI2wwVAQGe1B87i0eVEowSM2J/38KorTfwaOHKo+yRaCtzaeDVkJvJ6fx84iaXk4vZf/Mxdx6+RcACX7sy7GxscXA4z7knAtuTctHU1HLodjInD95lwdTJbD/5O/NXnaTpyNn0WLoHUcU3Apw8adrYnMh5Y2jh60haYTqnisWAQI+wUACqBYj4ZQciYOGxJCZse4iVlS3ZJeXY2DmgCA6mSl3BvLouOBtUJOfnUvQ5kzF7OhLSphk3HnykqkpDzL6TGEXOhHRoy4krN/E2U/BSqyA3L5cBw0cwY2AL3mSmMWrOQiYfuMjCfb+R/TyL4hJrImMeYlBV4xNkR+e+vdHpdHi3X07PfuMAuJN4l7h7b2jeuB0OChk332Wjr5EQHxfPrZOrOPCgiMcpSajMfHly9CIJr3N4mS7DtV4T/kw8j39QIIMGh+Pr40CHkFAuPPxGcW4R23acYdyCxVy4fYesnA/oDToSU9L4PfY+SoOO5McPqR8UwauMfOQSA4JPUwbOi2LWVTmDengjEumw6xDI2O7dGP5jXwYJDqR+yCQtvwSNtor2vbuzMe4snm4t8Z3Uk29FZfjYXaf8Qy0fOk9AVK5EVMeGVl5O+PX+id92J2BvpqBz9/44Bnah249zURi1aBw7c/VZOrXqajxd7KgVaQERrvL6LNwaS3pde2Yc/IvohJv8cXYlZm4NOBr/ltM3Mgjd8yd7rxRiEHT4terNyE4qPBT1aBEcRE67tiQ9+ETIwGmsXhHC/F9jmLg9jqNRM+g7SEMLZ1satXLmp00HmLo0muS8Kj6KPFl3+ClySzmrr6Xg56qkRg/tm9Zn/qxJONZrwOvUt9Tx9CX30V/EHttPvgqqtVXEZ5Xw7OVXdGI5tm5OdF2yi/jziZw6vJdBfq6siTlNl2GjiLmVw4plkTzIyWd8n/6kp6fTr9/3feQZBRqOnznMqeNLaN5gK1ktv9/J6eNsR10ff7QFyay7mcqTp5/oPGASxToLvl4bzu+H73Ln0g3mDO3FutP3yVN9/zj6PCmZ/ZsmMq55MQsWLWfE/Okom7TnUYnA4ZPfu+ItGb6XuPZLv7c99G7Ni8/fP5Dmf8tDXVbBzi2zKSguI3TgID4pHTiS+IQm/j9wLDaRHl1DiHtZQmNrH9TJD9mgt/4vZ+zfKll4uNUVQlo1R25vT2iEIyqHTVQ8j2TmxF3fBwhwNV3PvP5+dOo1kh4dmqEQyQkMCMS1kRtrIqZz6PY5zu1fR8+Rc4ha8xuBP/hRW13G2CkL6d6tJbnZ7/kj7gGCqAqF3Aal0pKpfXoR9yKfnyKDURcpEFmpCG3WkrBJi7i4ez5rngQiVkiI29CTr8/PUVtZ8r384dYXAyIMeoHXhwaRWy7HxkxNv9nnkcpFnFuwjFknThO9dz9eDlbMnbsbF1drhv8yiIJ7l1nVuRGu4w5RVaVBqZBwOmYhR87co767Ha5+rfn8JJ6Wndsyc8F+JGIZIpGWzZtWUXD/FdYtGxP1QI1UrsBQUcOmXlLMLc0xGnWsiz5JaWkeHu5ujBzaC5XajFuX/+CnKWP5ojbjduwBHN398PGtx4VTh+nu74KtT10u3KmHWF4HnbaUjJy/uHZ6GSqjC89ryni7L4aV0Yc4fGQnlubmvLj1gBdFOdT1aIRQnMaU8RO5eeUSUqmIsXN+Y8u6VcxbtpLQ0GGIEHB0VzC091A+JD8h0K0ph2/dwMOrLl1HzOJteiG714zn11GhdBgRxslNO7ATKnkjqUM3iYq4chvWj+/GuhNXEYvrYG0l4kfPb+zLqktwB3+8rBxYuePf2yXu27OJmL3HGNnam1ybJrjYWSGYWRPkoSLl3k0W7byNj4MF4ZMiiFofw/CZf6AzwOrp3ojNlFiaSXmd8hF7yyw+fRKxfulUEm5coG+nIUyM/JlNW2KYNjWctJdP8ffy4ur9+8xauY7ypw95kF/O47uPaNm8OeqiPE5dv4FUKiU19TXNGiv4fely1Na+ODg2ZvH6TZQVFeLk4oDR0pHVS+Yzc9IMFq5dyZNrZ0h6/RlzsYaADlN49egedRpuJeXWD8wb24tNMWcYuvAqfplPeO4ZzPvLizCXy9AYDNSxbYVEJEaMmE42b/lQK2XC7Eicnbyp62qDuYUT3Tq14/aDJKIWLCYj34Jj+wKoLK5PoMaOT/pC3Lv1Jbh/b+4n/ImlpSXH1s1lzJKtXDj0C+UVRZibWzH9nA9iwQKZuQx9ylIend9H9zFDqSmWk5aWhItrE47tX49YIkYs1LItPgwHy2rKqsyQ3GnHQflZGuYP+Ld5uxe3nd5hv5Bwai05SXEoq0rJkbnxpaCGNl07ojQ3Y8CYJaS9ukTDgIEc3L+HQzHbWbFxJ6H9++HR0A8LG2saOtvipCjAzbs7TrIr4DEAC6UCd/eOyGT/WsyZVXD7zC7GzexCjVqJulrKHyfTSE1Pwd2lPtK9e3m+7SGhCzrwfMkG7Oo4YtSrOLNnE072LjxLfsn5oRJmJsoIqdDwoVkb3H0b4W4t51H8Yer7BvAhKx+Dmwsrpv1IIxdvRs9agMEIOm0Np35fzpCRcyms0LJ9yXx0Oh0/b9qOSCQBQcS7928YEtqP8/HXyM9MZ8vOfVheT+SdlzUlFWpUZbVUaY3/MT7/50sWlZVqmsvUPP7jIgO6rMPy6gZmjN/OtJ8XsH/pVAaHDuTC3O60b1AXW1df1Ld+43lcDCNGjGFWiyAspNC2vgNF7x4QEhKMbf+hGB6dRXT/DGp1EU2VTnzLLUWQyLmzeQUHI8ciAKtHt+Xa2jY8ufWSPtalfHz1CjECXb2tKE/NR2oGkus/AfDkzCkyEt+i0Yh4d2IL+qy3mMsFnj4zIK6wpbKimqPLRxGzdjEuEQs4ujcG+5I8KivVTBngxs9jG7NphY7ZI+dSO3ArGo2WrdO6Us/dmTFzYlg/fjzVGh0VOUm0d2nIt8xM4vZM5daqAUiMYiwUSiJ6NMPd1Q3vO1uJ90qjo69AUuJLjAVaqmt02Nk58uvUMbx5m01wsx6UfXpHuUpFfQd3PDVqvmmMjOxSnw8f0pB7ezJiTAR3k7+h0xfzS7MvmFNA6w69sPqUSdSqX8lPfMDvs+Yhk0tQCDpq0z5T/q6CuAOH8LcREX8rDd6/INjLFalUyu7l85noa41IgGldGvLL0L542Fkyu0czujVvglV5OkXHprKspx8Z6Sk45l5m7orjZNRI0KY8pcTSGUu5hB3jeiATSwhGTxN3d8zMxXSs78WvMwejrZZQVlyNXFXJmj1XCQ3tz8wBPTl/ogM2VlYsGRBArsKdjFdXsNNmEr1uJc6CAgfvEAD27tlG/uMbiAQJPXVnqVVaI5ZIsMxIQhAENLpajKnpqGs0WInBVqxDJ4Y6NhZsWjKEy1cSSE/NYGL4KKRSI0cP7adeXVcMRgkBthK8K4uIaFOfsWMjSI7bQ2TkYoyqz7T3H8BP0+dQ/e0t08O6AtCigQUG/Rd+37aTjVFRbPt1Pc9Scyg4soHBoUOQWljz4fAo7BwskBhkbFv0fadIdm4aA8LsqS0rQF2lYfmgFqgra/FWphPZww69QU/nBdtx0dZwKas5X2+e5cTGZYSF9WDtoDAK7sTyJbuA9UMsefJShq1gy3OVmq8n9tKwgTdP1kwket54jh/cQVDTJrx+EodMqqBeiR3mciUyqQXH+mQj6PRsmzmK+naO9A/qxI6Jfcl6exWxSIJfy1Y0tnHHw8uLmb5H+LF+HPsnhDNmcCuGGwbjChQfWYVcIsVoELi5ayViEaB0wMG9LcNHNae8MJ+qR8+xMRh59eohyecuodfpkEgkbA//Pp8NWoXwY1NnBEGCTP2ZhkpHPmekY6Aai1IxZhIpyszHJN+8TG78TvYv/Rlve0++ZYq4fuIRdy48oagom7XdG2GukGOs1TPgYywZA8dia12Hjo56xJpyxGIxd3ZNpllQEAkXxTzdOB8JYvYfO05Uvw709qtHy85D2LB4NlNXb+Xjk6e8++sRAT16E7doDqfmz6OmWoOi8DMS4/dmZPqKClrU+34y996JaDaGhmAwGFg8oD2Zn7NRKpUECp/JM7ci9XMhj85t4fT2MP47pH9ncJVaze6nGVgiIi3tDc+fnebjUV86dulBecJ+tAYN2UInVHnx/LkgnINDN3HhZRE6gxFlZSX1pwQRm/KQWvcO3L47j64p76gXMgO9QYt262XKdDqyvlXQ3L8pkyZOpdpOC1xA2juSvr6+HDp5kg/H16OVevHjwo10cjAgtbLGUKWjxlgHgN9uZqBSPWeLQzGz93zC5vRr2rqVkfAqh5jfhpJ69yXrL2dh5A2bg3px7a8EvOVmZLzTc/FkLEvnTOfatV7Y1hGR+PwuxYWFuLp50qyBJ58rM2k0cjx1lEpWrJhBydd0+g2bgJNPa5Q2DtTdd5/ighwWXnmOX6emWLm68/hrJYOn9CPzqjkbjz+if796bN21iz/2bsHJpzl2LXpzfvp82gZ1Y0JUDAX5OZRV5CEAA+YauXHwF5Lf3UNVXsqIBtlcTq+gvLIWTYWCjGovBJmUjes3MiR8KreuRGBlaYdZKw+KUj6Rb9cSe2drDkRF8ji3lqx3b6hFgaCu4oQgYvYIgfwSFTm1Ofg1bIZziyD2zlnDl3wVgq6S/ITJXDtzjOS3eYQOCmDj8nlE7z6AVFbGbZUdywZGcis2iUp9MYGP34DRjLR3z3mTWE71VxGz5/xE+tO7hPf2R5n2mQM5GRxJtKB5y3Nk5eTgYGdP2879KKkqpZurJTkFxThkpgDw7Go81Q3bAwJvc7Jobn+aST9l0tyqiNMPszl8PA5BJKHgyxcMHv7sXvszeoOM+Sv2cPxkAhp9KZbKNHLTUpHppYhEcmLvP2HD9gOMHxyCdVM7vLsFM1HijXerbpgdTGTNwWvYGBrTwP4qdzI0tGvhBUDjPtOoq3tNaYpAWVEq1uZyRoV1Zt2Zq3wrr+ZM+Wtu/1mfva+2Mra3Jd8yiunUNZAegR25kHKdlePCGHtfwbOn77i/ZQ6y4P5UV1Syv7OMOWuWcf1BJgV5ZQzseQ91lYoNl5ejfmfHpbSPFKqkdJn3G206hFPSLpuxXwuxr9UTHtCA4soSUnNL8JIayFAJzJ06luzKSv44tI2xkxZh6xNA9kd3zApv4tNsBpOnTEcprmV/bgFdKipo0NgDEVa8u51AYuFHJv60iridqzG+NiNPpmJRaAdGHXyAdFAk2nFRyM2VVFvqGD7lNyQSCbum98BR3xBbn8aErTvIyqgpuHxR0cjegZMHt6GTyzjz6D3h5rfQatTE3EnD10zOufxKvs3vQIC3I+2HrOT69vkMCo0m/vxdjp0/i5fmG+vOXic/J4ueQ2dh0OuQKxRE9B3Aa78p1L6LoVwl5tONu5zp1ovNkiwu7DzLql9XEnu0kj0nL9PU1YKEL+bM8O3ALVtb3oaPZveObVyPX8Obtx9IdLWgT9fWuLRqTZAYbOt6sThAwuzYVKZcv4Jzu6506PKU83EP2X7pGsZ/3YwwfOkRCnMz+dzyPkcP/0mX6kYk/3mSM6d+53z+Ir6dOMnmZYv5klv03wrkv9t+swjI/E8HmpiYmJj8R56CIDj+Z4P+ViCbmJiYmPzv+dsn9UxMTExM/neYAtnExMTkH8IUyCYmJib/EKZANjExMfmHMAWyiYmJyT+EKZBNTExM/iFMgWxiYmLyD2EKZBMTE5N/CFMgm5iYmPxD/B8Ig5DT6+jsSQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xticks([]), plt.yticks([])\n",
+    "plt.imshow(montage_rgb)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 255,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import imageio\n",
+    "imageio.imwrite('lfw_montage_everyone.png', montage_rgb)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 256,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 257,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "montage_rgb_1920 = imutils.resize(montage_rgb, width=1920)\n",
+    "imageio.imwrite('lfw_montage_everyone_1920.jpg', montage_rgb_1920)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 267,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import bz2\n",
+    "fp_im = '/data_store/datasets/people/feret/colorferet/colorferet/dvd2/data/images/00740/00740_941201_fa.ppm.bz2'\n",
+    "fp_out = '/home/adam/Downloads/00740_941201_fa.ppm'\n",
+    "from PIL import Image\n",
+    "import io"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 268,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "TypeError",
+     "evalue": "open() got an unexpected keyword argument 'image'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-268-17b775ff70be>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m   \u001b[0mim_raw\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbz2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdecompress\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfp_src\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m   \u001b[0mfp_dst\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwrite\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mim_raw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m   \u001b[0mim_pil\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mImage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mImage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mim_raw\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      5\u001b[0m   \u001b[0mim_pil\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msave\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/home/adam/pil.png'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mTypeError\u001b[0m: open() got an unexpected keyword argument 'image'"
+     ]
+    }
+   ],
+   "source": [
+    "with open(fp_im, 'rb') as fp_src, open(fp_out, 'wb') as fp_dst:\n",
+    "  im_raw = bz2.decompress(fp_src.read())\n",
+    "  fp_dst.write(im_raw)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 269,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_src = open(fp_im, 'rb')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 282,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "im = Image.open('/home/adam/Downloads/RAneUTr8mog_1183849_32514_ne2x.png')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/lfw/lfw_plot_sklearn.ipynb b/megapixels/notebooks/datasets/lfw/lfw_plot_sklearn.ipynb
new file mode 100644
index 00000000..9a9cbaa2
--- /dev/null
+++ b/megapixels/notebooks/datasets/lfw/lfw_plot_sklearn.ipynb
@@ -0,0 +1,106895 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 217,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import random\n",
+    "from sklearn.datasets import fetch_lfw_people\n",
+    "import imageio\n",
+    "import imutils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 220,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Downloading LFW data (~200MB): https://ndownloader.figshare.com/files/5976015\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:184: DeprecationWarning: `imread` is deprecated!\n",
+      "`imread` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``imageio.imread`` instead.\n",
+      "  img = imread(file_path)\n",
+      "/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/sklearn/datasets/lfw.py:193: DeprecationWarning: `imresize` is deprecated!\n",
+      "`imresize` is deprecated in SciPy 1.0.0, and will be removed in 1.2.0.\n",
+      "Use ``skimage.transform.resize`` instead.\n",
+      "  face = imresize(face, resize)\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Downloads LFW dataset (first run takes a while)\n",
+    "lfw_people_fun = fetch_lfw_people(min_faces_per_person=1, resize=1, color=True, funneled=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lfw_people_nofun = fetch_lfw_people(min_faces_per_person=1, resize=1, color=True, funneled=True)lfw_people = fetch_lfw_people(min_faces_per_person=1, resize=1, color=True, funneled=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 219,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "13,233 images at 94x125\n"
+     ]
+    }
+   ],
+   "source": [
+    "n_samples, h, w, c = lfw_people.images.shape\n",
+    "print('{:,} images at {}x{}'.format(n_samples, w, h))\n",
+    "cols, rows = (176, 76)\n",
+    "n_ims = cols * rows"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 99,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "13233\n",
+      "5749\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(len(lfw_people.target))  # every image\n",
+    "print(len(lfw_people.target_names))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Make targeted person montages"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### George W Bush"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 158,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "540\n"
+     ]
+    }
+   ],
+   "source": [
+    "cols, rows = (27, 20)\n",
+    "print(cols*rows)\n",
+    "montages = imutils.build_montages(targ_ims, (w,h), (cols, rows))\n",
+    "montage = montages[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 159,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f2360056978>"
+      ]
+     },
+     "execution_count": 159,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#imageio.imwrite('lfw_montage_george_w_bush.jpg', montage)\n",
+    "imageio.imwrite('lfw_montage_george_w_bush_640.jpg', imutils.resize(montage, width=640))\n",
+    "plt.xticks([]), plt.yticks([])\n",
+    "plt.imshow(montage)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Colin Powell"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 160,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found 236 images\n"
+     ]
+    }
+   ],
+   "source": [
+    "targ_name = 'Colin Powell'\n",
+    "for i, name in enumerate(lfw_people.target_names):\n",
+    "  if targ_name in name:\n",
+    "    targ_idx = i\n",
+    "    break\n",
+    "\n",
+    "targ_ims = [lfw_people.images[x] for x in range(len(lfw_people.target)) if lfw_people.target[x] == targ_idx]\n",
+    "print('Found {} images'.format(len(targ_ims)))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Tony Blair"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 167,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_named_ims(targ_name, lfw):\n",
+    "  for i, name in enumerate(lfw.target_names):\n",
+    "    if targ_name in name:\n",
+    "      targ_idx = i\n",
+    "  targ_ims = [lfw.images[x] for x in range(len(lfw.target)) if lfw.target[x] == targ_idx]\n",
+    "  print('Found {} images for {}'.format(len(targ_ims), targ_name))\n",
+    "  return targ_ims"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 189,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "im_blank = np.ones_like(lfw_people.images[0]).astype(np.uint8) * 0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 211,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found 236 images for Colin Powell\n",
+      "Found 530 images for George W Bush\n",
+      "Found 144 images for Tony Blair\n",
+      "Found 121 images for Donald Rumsfeld\n"
+     ]
+    }
+   ],
+   "source": [
+    "ims_colin = get_named_ims('Colin Powell', lfw_people)  # 18x14\n",
+    "ims_bush = get_named_ims('George W Bush', lfw_people)  # 27x20\n",
+    "ims_blair = get_named_ims('Tony Blair', lfw_people)\n",
+    "ims_rumsfeld = get_named_ims('Donald Rumsfeld', lfw_people)\n",
+    "ims_cbr = ims_colin + [im_blank]*7 + ims_blair + [im_blank]*18 + ims_rumsfeld"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 212,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "540\n"
+     ]
+    }
+   ],
+   "source": [
+    "# make montage of targeted people\n",
+    "cols, rows = (27,20)\n",
+    "print(cols*rows)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 215,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f233adf6c18>"
+      ]
+     },
+     "execution_count": 215,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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DnJoeRfZ7qWhNJFWh3tTJLk0xev4CJw/tIzN9inypyOjZEaqaRTqrcfLIQRr5JCvX9uHoHcDfqKPLJrg9eN0OlpeTzC7FEBSZVDlF0HKQna9x03seJFMr8NSTLzA5tUh3/wD/+MUvEh4cZqFQBE1DEnTGcgaV5RTnTx8lXckie/2cODWCaRhc967PMRpf4sW9z1PI1nj017+gbpj8as+LFI0at3z9MUxMcssLyE43+47+moZWJR2bJhGPUaqXaPO1UdQbLM1PYAgmicmz+H0RSulFyoZGAZ3ZbBx0mxOnznHo9AUKpSKmZeH3+RAlC92o4AsK1B1e2revYf37PkE6v4iRyBN0tmMgkpga5cff/QG50hLp6TiNmYuUqiUCra1IYR+2w0G2UCAnSVQkEWdrhOVykxu2X40oQzqfITM3ymM/e4JUTSOZXaRUK+JyOciKbTQNndmJCzQli8V0Ck12o5sNalWdR1+bwu1VWC7m6OjtZzI+z6kTR7FMnVR2lomJM8wm4zTKRSRMpvIFTF0lEV+kKcr8n5/8nKYikCsXqSYzPPXSbzh7/ASlmSlMTeTRfa+yZtU2atgonW0cOPhbzk1PUTAbaKZBUxAYGFpNoRDn8N6DnJ/O8O0Xn0X0+cnXKjzyuxNotTqLc/M06w0qWo3F3DKaaFOolkkYdRLZNK/sf5lEcpFsYZlnX91PKZdm394XcLjdvOXOGzDKefRCDO3Ca5w/sp+TRw7jaGZpVtJUalWcLgkNCUXxUUwtoRh1wsEIlUKF4vx5qtUqPzhwCmezTiatUU2c45Nf/gJd265EM1//X4zfUMiWaWGrAqlalZdfOsjE5BKvHD1DutokX2yw9dr7mKzkWKouEjNNktMjPPbaeTKSidISwTBNEEwMp0pN0JElF91dneSrNg0FanqVXDVBolGiKTnoXLWWqqSyXK8Q7e3A7XTxxLFTuP0htEqNigV2tcrh5/fjc7gIRtppCCLzdQ25pZOk6EB3e5iKTfH2z3yRdK3OT39zBNXnYK6cwen28K63vZcXH/4tDidolo1oClxIl1C8Bt3rNrJmyw52X38LpstH99rVVLCoO0Ncfcu1/PQ3T3Hp5Cj/8uA/cd2ubZS0JqbkQXM0kH1uXnrpRW7Yej2R9k40NAypiWmafOjhhyiZdcpWg5m5KS7uPcDj3/46simzKtyPholmGpyaPk+gNUpTq7P38AmyjQz5Ro6SqWEg0TTh4qlT3PLAP/P4x/+OgOIhY4v84ugclUoJxaHy5+99F509Q7QOrKRUy4Np8JYHHsRsAg4HBTlA01CIyj5GpqbwhFzEM0kkSWbk4qvUBBG7WaS3PcrZ46fpXz1Mqpzj5t03oAoKzkCA/S+8ytcf/zUH9+/HMAwm4nHW77iDiimTqOsUC9AZbaNjzWbSzSqKp42tt91HLlckXylRrlXZtnI9+XgK1aGiNU0uzMSxRQHJF6Bgm3z0A3/D1s07qLgdZGtlqlMjlEsLZEsNRo4fIb60iFkXOHRiCofHSblu8dUv/ye/O3GR545O8MqxE4RScP7kKPPpLCXbQhdsLMUkXy1jWAL+UCuB9i4WEmmqhomoKuB1MLkwx+qN63n3O96JIcLWK3dQKhVZO9THiwcPo1WzCCui9K4eom39VYzNpZEdCl6vl0bDTbNURbUEVNmFrqjEUgkERaJSqeNUXbx4PsVyo4Hkk1lzxTA3r+7iyV8/T9Mw/zAhm7aNJYuIQp13vuVWhrpaGe7r4NLCPAuxBP/52KPUmg5C/b2EvC5uuno9f3nrboKNGYrVCtgmoi2SSiTxRiJUimUK8RzLi7NgmeQKJYr5Jh6Hn4jPjVvy4ne3MhCNcnapgqlrZKoWsbqCIxTGoWv4FJWN266gXK4ym82hWRotqPgMgfOvvMqB/XvImQ1qogPbFJmtqtRNiUggwnRsiVXdK/mTu+4jlUpz4MIsv/7ls+g1nVTNweylcQIWuEwLoVwjnc4Schj86Jn9fPTBz3LF2j7uu+9u/uETfwOGwfjkPL1tKsuVNJYtsuuKq0iXqrjFAIYpUK3VmIvN8/6vfoT9ly7hECzWD66mY+NKdl1zI+lKnR//+CGGt26nVi3jdru5buV6rtz8JgbbO5GcLVR0kVSuimE3aOhNNq1bwXc+8l5uf+vdiC4nkkNHN6BQUwj1d5HPZSktxZg+eRBXpJWGUSVneVBkgapm4zNKhMNhKiooispsLM2hS5dQZRnBYaPKLtauHKCSmqV/VQfHj75GoW6gSCqb73gn6UyMrTsHuLI/hG3VOXLmJH/5hYeYGTtHsuzC77ChVEbP1UicO03AH+H5s1P89b9+nWSpyNzyHC63k3qhgCgZWEaTollE00wSqSzYJl7dwtI1Zo+eQZEUPv6Jf6ZRs0jl5+m/cje7Nm2k1e/Glk02DXWTzNewMfnq8+fo2nUvyXSG229YS3CohY4OH2OFGi5XGMuCZrNJvV7n0uQEyZlp8gszRKOtjIxPkq1UqNYqCJLI6LnzlLJZpk9dJLYU4753/DnZWIq+NZtpqAIhycmKUAS1liGl1Yl291LVqtSNGsnMJJJt4RRcGDULpz+AqRjY7g5s26ahmfzwyAKnTp2imi1SqzYYbPGjSq8/zzf2aI2JKAZ56fQkV+zaxp+89U5qukA+XSaRL1IBnn1xnJNHD9PvsVEsEdkBVrnOayMXMAXAslBtgfjCPF6vRM3I4nXarO0Z5P3v+yDzyWUK+QJOh0m5OE+xvISouPnE176DqqqINrzvM1/nW995BFc0jCaAp91PaWkR19o7oGmjGXVOXTpFdLgHwdb4+DceRRMFEHT8AYWHnzvK6OQs0OQDX/o0p5bOI8sye0/NMj83wze/8RC3f+jTdHR3kKimUAM+/D6VYydP0NrbRrFWov+WtxKOtOBXBFasG+CZg/u47ua7QZB56rk02fQyituiWFomnZrG6/WiqDKpbI1Xfn2AQ9Uih2eWcYa8DK7sJ9TZxmwshtS9jkrdYLwAsVgMPA4CDp1wxM3hoy8Q16MEBtejdA2jaxXAJp6b59CxPcwtjOF2u5FFL7tuv5IffvsxunuiZJcXaW9vp1DIsfuD/w62wlK6QTw+g0MJoC3HCWplIk4b3ekjlqsiyRZOxcupuVOs3LwF1RfBEY5y6NQlzl9c4vAXvsal6WU23XAvPd2DfPxv/o4tW7eieVZw71134lMFiqEbqOOjo8NHXlumrT/KjB7gJ89ewrYFjl1awOkOE0/MobgUXF4PDl0jXVCQRIvZZJZCVkMMKuRzaYL9EVKZBNmqgamXEZQwX/vePo6XnaxbNciaNj+mU6RYbFJbrmEKcODoBR74zFeo2x56wj4myyaf/v7TBH0KhdgyUq2CoJtsGh4k0uajqy1EPB5ncPVOpmbmKRZ0Lk1N0hZppc0fpKnX6ejpo2pbpDNxPvn5TxLt6Pv971ARaJZNhHKZcq1EqVTiU1/8Gr5IhNnZeSZmDiFLeQqVErqh8pmvfBOHUyDqcTJXaWIEQzhtjdu2bmT7il5kVfnDhFyrNvn61x9mtqDy8AvHeOjnj/Lzl45SdXVzKW1wxy4HPf3zHJqYZLyaR69UESwHMVxU9TpgIwoyhiiBXqXaqNDi8qMqHp44fYIv/dtXmU402HfoNKLkoatzgFCklX/99vepGl4cioohSpRkJzWxne8eOkZyNsmZCyW67/1b/uKDn+B8LIHRFLl6/Ro2rVvDZ3+0l5TYgs/tBEGgadr42lvQ8fLcvqMMd3Rx8NgZPvzfv8AQQVVVnE4n5WKBDW/7KKrQArLNL/ceZ77mJbF4iVhyieOnRzhcaPDPTz3F3X/xHoyiRP8dd/PUk79hZmmMJbGbRhUGOgfoGhhg7/5XOHF2mi899iv8Ugf6kpNbPvR5Xjh8jN/sf4WnDj7N2lv/jDs//Xm++8Qxgut3s+/ceZpuN/Fmg0uFCnuPjdO++ipmF6bJlgWspobsEWkPdjG0aj1aXaRQbiKpdfJ5nX1ji0wtZfC1dOJ2eig7ezB1GZ8/zOzFUeqGzfG5WeZkmUXJxYm5DF/+7x8gOTzIkvv3KyQV9o/v4Xv7XuSZo9O4gt04alUeSyzzhX//F7qGdxBdfyPtV+1mOTBEXnOiOkQqjRr7X3uZX014eW2ySNpUeOh3Ma647UEQNWxRwN0+xKm9h7g0MUMqm6Oq1dkzMc+9H/0nFFtgZHyJ7z3+U+o5g9aeDsRoD3/zlSegfR20r+ebj+3DtmTuetcn+LvvPMc394zw1PPHGD83x6HxSUQUDr78NDffehOeW/+eiZU3svuD/4Bs6oiiiOGWWWooVAwBS3Ci2C4UZ4SRVJZXDhzm7PgipydGmU8uM724iG7+/kDHHe/8U2zbZvzSHOlCkR3334/T66altU7A36CzLcDxo8cwjQbf/P5PODMaxym66enYRK0eYGphCVvxsVhtYmHTcCqkSw7+6sU6dz8yirUywmylSkXTX3ebwht5Z1dr0GH/6wPrWBHtxN/eSr5WxivJTM0skKo0Ca3cRfr0ccIBH4o7iGhY2IJBpVZFc3i4+qoNdEXbiYTaMJtFEvE5li5N8MLIKIuSj/vvf4BdXd24Ip1YjRLzJw8xe/EkVdHDC+fO07FyBVfYJn6nj+7OQXwtLXg9HubyOa7/8D9i2BKzI8/gzCyydOg1HK1RVIcDwdDRckViuSLnRC/jM0t85LqbCba1US8XmJ0eZW5pnkShRk5sYooyNw70MtDTw0I2TVe0HbNaJJlP8+xrJ+kOhoi2uFm/ehOh9l7WrluN2hpkOZ0m42uh+OQjtDglnI4ALtVJQ9eIZxOk6wbPjExzoGiTnZ0FI49TsRFFgXLNZNvO2zCVCJtWOLhx27Woik25XKKpW5hGCacAr46MMDt3hPtWdjMcDSDLKrohEPKq1GtFZnM1xsxOuuUGwwN99K8fwBWMYtTqTFyc4vNPHmTvwVHOP/Qu3K4AktNPpVEHUWApEWf/6XOcSZlcu20zd+zcjrelBUFw43IqCKobWRU5cu4EX/7SF7hp7SArnC627NyB6AviNEU+/93vcC4v8LP/eAh3tIUzv36KkQtncXs96GaTZr7K6WKCj/37Rxl7/hDXbd7K5PkzdEc7cIcC4PKyGJsn5XZz4NlD7BjsZMXwMC09A6BIFObGyWSWOTyXZNtglKHOLlqjUSRBQTdKVIplXnjtAL+9MM9D77kbrzeAt7UT0bJpVPOUGk2+9cTTPHYgy8fvWsE1O3Yimk0iqzaSyU6jp9MUkznGKho/O6Xz9++4gk6rRMfgSoJtPaiiSC6foZZa5LmpFB+6/jY6OzsRRTBtgUatxvzsHLHCMl/7+RNslqtc199DqzeMp7sfq1liOTbD6bPT7Flu0tHtJipKDHW1ceWOTaiqk0DYQyxX54aP/Belcvl1nex6QyuyJIqYpo0tWIhNjVaXB0m3MHUNS9M5dfIEtgkORUGWRVwuB8FAAEWWsOwG7W43PktH1AvIgoFg2kS7O/C53cTnFrEsC7PWQLAaJOcn8bSF6B7soVjOUstkmUlmwRJQZAeyrGI2DSxRZaC7gy996qPYlslNO+/glccfwxkK0hZtwRJA8QVwtUaJtEaZN+5CwaKtu4dgMIjLFyYQjuDwBNBtkUw2hyRCU69QziUI2E2a+STlQhbDMMGyqZYyqKILQwFDMBifmKBeLhMMeNl38BCNbAZBVOnpGcTX1ocv2IZL9aOYJu0BF4sTo0hWnp6gyOauAKvbPfSHHMTn9rJzlY++rhUoDgcul4eWSISusIegy0mlUiEcCrJzzRABAZyIuAyLTrcXlyhh6waK2QC9jMPjxxMK45F9CJKM4nDQ6pd5++3X4fLYFHWZui4jSm5EhxdFkom2hXA5HdTqJis72zF0C483gNfvxhWKgKBi1C16or2sDIQRUkXWDK9EQiIxNYlUrfCJe+/mrpu207F6GCufwRf0E41GibS20N7WSqSrhaDqZHo8w/Z16xBpMDjUTaWSJpdMYFYLeNxOUgsLONwKuq4jShJaNUdhOYam6Vi2SUdHG5Yt0tQ0cqUiOgKm6KZSN8GW6entpG40aeoizaaBblsUSkUE0aQ/6sUSDIIhD5npcZr1AomrZZRUAAAgAElEQVSLR1GKJVyiimRaFJNp3nzVAG6vBznQgsPjRbRlTEvDq/iRJQ8uRcUpGEiihIWILEk4JIVivoCg1VjZN0BrayveoBdXawRHMIgj2oM/3IXP72bjzo0Y5TIyIAgmhq0TbPXg9rppdXpwKK+rYeANHgixbPB4wyhuH5oImWSWRK5ItmLg9YjEY8u86dZbmY9NU16cQLJgNlkkGG2hr7+DYrOOrTUIBkKoDpVUscDI2UucG53A73ZjCVBHx6kbFPMZevt6OLFc5cTUOPfcexPf/tlePPcOcCmZJNE02LFjJ7LPRyo5i9ftwhIE/vSebbjC7SxlSgjuCLlqjfpyAZ8K0UiIRPEG7tx2DlFyUtHKaEadkqazWC6iumTmz0yjqBDZtoWuljCGVkP1+1lOZqiXMgiChO3zgTeILIVxuX2MTo7xyrmj/Pm7/4Kv/Md/8707doIhkUmnUX0BaoZBqakjyC4aeYHVXQoODG7fsg2f20W2XMBUFO66/T4yWo6lvOf3N0OXE6PW5OLsDJFwENXnx1uvkUrlMCMe0vUGqqQieEzGp6dob2/HlgrIriCaabBczuHOuXFbBtVaDbG1lUhhGaNpIbl8iE6oSTJauYTtcvOrV/ewnMmyuBQDw0R2Oxk9O0IpvcRcKkMgEubKXW/CLhcpazUqvgBH52Z4y5XXEvYE2D95hnU+H9EWP7IgcvDwIS6MnaNZbZLL5SgWyhiCydbN67Btm3IuS/vGtTzxk73EEnH8LWG6OjrZtmYlS3ML5HI1zN42dEx0QHIoOEJOBN1LdvICK9evwJAkKpaFVW1gNyuUtTq+QBC1YNAERKGO7DTQmyJpo0rm3FlQZRAt9IaNFHJiiQKDq1bTaDSo1YvU0yLDm/t59tASHa4cScmD4nTQ0+OhUTPAbCBJNps3bUSzDCwBsCGRTBJLLJHV6oScLgr5PLvanMwUK5xbusA14XYiHg9ZBWSPl2K5RhMHOb3B9LFTzOczvPX263G5/ci6hSS+/qflNxSyLIosVxqcPnAM3aixfcNaljIVpGadghEi1NbGE888TbZQRzF1rtu2E8FRoaJVSS8tMhkNsmXVMD9//DHGzszw4IPv45GxlwlH23GoAsVcBlerjyd/+j0Kk7Mkag1Ox8u0+0WmT45x93UbmculwOFldmESs1Fn55U7OXXpFKIrimRLqKqPgxPTKLZA/+IiTlVhfLHAHX9yK6MLMZpOk4mKh+Svfow3pKBaCs8cPUGr08uqgR52bdzO1mt28J1Hf4QkKXzgz/6Mh7/7YwaHV9ISlrGwKZSyTOSXOfPCGGu6e6k1bbbdcDNm08IU3FSMJq+NzVKzJ7l6205GTp2mZJp0+lx0dzr45t9+hueefpqf7TnMjWsGSRcynJ+ps3HDINe/+T6s03my9SrzY+fILS2yet0Kfv38y1yxcQMuWeH8hRk27BhmOiWSXF7gvms3MLpU5kLOSbuiYTkqJESLV8fnic38hrfcspO9r5wgONDD6tUrcTgUso0ShnOAn/3kl9y4awdTY4dZrHRw0/Z1nB5/gkB7C7967lnKVZt/+MA7ee0H/8NsukQuk+L+d7wbQXCRW0xRzTTY8/L72bluDffdcz9FK09h6gJjJ4/znW99j7lyjWd+/BATI5f4j+/8Dzt3X41fdTAdm2HD4Aq+8F/fZ+TsOf753ffzLz95gr5AjK4OL90+H+WcyampeZ45cJy37d7JhfPjzJfr3HzDdtauWkFv5wC/PniAuWyBbp+Trs5Onn5lDzfsuoqxS2M4b1rHYiZN1Bfixz/4H977jrfi23IX//i+v8ISehnobWN8PkZ6eoyu2VnawxEOjoxj+2Su27WdL3zsfmw5gdWQyaWy2I0mJ86cZMuGjczHYizJafzhDn7z2724HTbDw8M8+cSviGervO2+2wjb0BmKsGyaLBs62eI8kzNlbJePZWD/K69y784h5nNZzs+VGFu6wL27r+Fj//4Vrt6wBukN7Fq/oZBFEdYNdbBz3RCJRAIFm7uv3oRpGzQNi/qpZXq6e5BWSJRSZbwabOkeAKeAbjRRTYNMKsXOG29naO0M9VyTG9cNMjDUy+xSmpoJgjPEPfe9l/HxcSqLafpP72HTNbu5MPIanQMduPIGPmcEsWcFyXgCKVXgqo3XkqpksQTIpBN0dfaweXAYZ7pC24p2BgaLdARbcEk28gykhAd48w3QiJdZnr7Ip++5jzwibsXmqaOHcCPx4AfeS1WTcNd03vO2O3EFw0R8IebHf4zLE6K7pR012EN6LM4HvvQpqqk0ASlA1TDoa+3C39mHWapQH7tIr2LRNrACXWsgGhW62nt4x9vexa6N1+DWZSJtUbKlWVZvvQGn5MK287S1tiAjsnFoA4szZ9ixYQsrBgawrBpbVvSya/1qapaHRq0Dd8Xgnqu2UsfG6+rj+ZEUqVqJv7jjFsKBIBN7D/CVz/w1utvBXCKJaTsJyFGqdY3bdm2ktrzETau7WIcfVbboDQZYiKVoGHDlqlX4W1bx4If/jnqjTDAUQdPqhKUKa1av5dqdm3jpxf28928/zamThxhY0U0hk8LIZPnw296KpTpwNSCkS9xzyy4sU6Oe1bnmnq2IyQZ37NrKvVs3sXv32/H6/Nh1jVZPKy2rnBQ0hd7uTjre1E5iepbb73kzgWAnkmRz8firLMVm+bv7HyCZLpLOxJmamOPe66/BLTvxBCLIlsWVV+4ilkrwxc/+C6nZOQrLEzz8r3/NzZ95DEtycvVVW2gYOoLWIOSK0tc/gOoKMzZxEVWxSSdKtARaqGUKXEzE2bZ1G7LPx+pt23n2oUd564evoqujD1cVipkYH3j/exEVD+2tUbSShqkl6XKE2bC+g4WTpylkF9lx1110elTmFhuIgsEHbr8J/wMRfvf8PgTNx7ve9Q7iC5M0m8brb/ONhKwbJj6Xk4DbRaFUxRZ8uL0Ogt4wc0sx6maehqYhaBaqz40RcpOtlmjW6tTqDaLRDlYODtEfDnLjlTcx2DfAqrUbkS2RCxcugGhTLxURJS+dkW6GOnuYL1QxsmnSqSyWCZLTxYoNwyTTRbyhVkqWhE9w0O5vwxYlbtyyiTs2rkdu1BkY6KEpSAy09yEsxvHXTASgLpdYFQjTHupAlz0kshmG/VHGz1/EsHSm56eJOEPkF2LUKjUi3ggtsovE1AJ1vUlI9NCrhDBrVUx0WlraMGIZalaZpm5RSC/ToTdpcwZwOV1IeIi2dhDydmEpTiqVKkYpz/rVa2gbiOLwOWiaOtm5aeZmRjHqGka5Tvv/RuMNROmLdqAVaiQX4/R6RWYnFwibIr6mhOhUScbn6VBcFBdzVOsmO/qG2NgaZu7MJTTZSTNXYkUgRKjeQGzUCCkN1ntE1kaHcft9hMIrUWWLFtWDKRoE/B7evvt6wi43L/zsB/zb5z7J1MhRUvFZFpdmKOQMQg4ny3MlDs8vMJucZFXvGgrzKd6yaTOrbnkzfcNr+O0LLyKqLsK7trNp0xb27juF6FI4PnaMeCJFf+8Kejq7+PEj/0W5WKdWLxDPxMgU84xNzxBUvChYhNr7qC9V8UluEiMTxAtZQi2tTMzPM3L6NP1dwwS8QcJqCx7bwcWJWTTTIj6xSG/HajLzcRyql83D63G7JFTJy/jMFMnZBAFHhEyiTLmiMnb2ImY+Q00r0Whk0c0G7nCU1VdsYs3WHUTC7QiFMvn5OJ/YfScBVaW3tR3DNtAEidjcEqs6o5w7+iqaKuBoCdDRN4ioGzj8QRzeIL6qzOypMZ47cJJ8tUYqmeG1V19FiAziafFz2/U7eeed91D9Q4UsAmcmxqlXK5y/OMV0rkC5WKGQS2DQpGA7qYkihWqZZCbDyIXT1EydXLmAIYqkYgkuHD/G5PkjxJNjzOWTLJay5Iw6zlAIbJugO0q9lKaYnMcIerFsm+Mnj2J5XOQKy8zEp3n1wGEkUyCTLvLLF19mfmYBvyoi2pDLFpBklfnZBB/59kNcmF8kkyvgXTVMzqEi6xU8/jEm55aoCBpPvnaA5VqFUqNByWpSLFd58bUTpMoFZuYm+d0r+8guZynkstTMGjhVYnqBVGqeualpcvkY519+kfPzlzAqFWQs0rUy6UqdTLHCpWyBeMVgeiFJySyCKSJVGiRiS4xfPE5TdVIwDa644mZcQR+SJaIoCuVymXq1QXJpmZnpBarVCqVqiaahE/K2oSsy+UoWTbZ4+fwoDcFJtdGgUKtRVkQu5XOcG1+goZgs6ApZXWJxcZFSrY4pNMk2LUqmxHx2EXewm/Fshtn5FMmmSaClk5mJeebGpsmkF4lX8vzlxx5k/c13oFsarT0dyG4HJ6eX+PWhV3nPW99KdHArx158BkuVaesbwBdpYeTiOa7bfQOlcpknH/8+C/k0BduiZkBPtBe3y8HF84cp+zzMlct4o72MLqaQHCqWLJOzTBYSC1TrJY6cOErO1onHFmjIIq06ZApFDp85RrCti5NLcxyem2BuaZGFZBLF7aeqValgsTB+jkBXCN3hYd/xQwgOBVVQsVU32WKa5ekx8rEM2WwMSfKQymUo1qt86lOfwCWqzMxMgstN1tCxJYNSqUyhWCQXDbKUSdGsaux75RVe3LMXnz9MLlehYDfw+XxU0anJGWK1PP4tWwhEWykZBQqWRUwS8fqcyC6buqziDUscPD7Ct778VWLjZ7DMP9CBEFQPluAlWSlxy+6buHbLOmbSReqCgKnDD/9nDwZV6pZBuljHqjsZu7SALavoQpXkzCSmz4szEiVftdBtga/928OM7J9EcknYwPTcNJas0zW0iscf/RmJSyVeHZuhkk1TaGhIkkK1afDK2EWmcnO8913vxHIrnL40iYVNyRaZSi4QHezgs5/+KDuu3ooQcLM4O4VTlWnoEPLHmQ4P4VBU/v7dHyQcjDCZX6C9vQOrqTMby5PIpehZtZqb3nIbVVEgq2lULR0B/fcvQZAMGm6FrnVrmM2VCfV0Ua0UeNfH/g+xooDmhFStgq62UmqqPPXKSwTDUSR/GEu0aRsawN/RzXe+9SMe+NO/4pFHHqZWraJLdaqWjup10xAg1NFCV3snVbNB025Qa+p88snXaIoagiKQN21u3no9Xb19pOwatkdClURUt4uiarGwXKc/9PuXN0yn05geL4LDR1N1khdBD7ejGQJS1eDI0TP42rrY8+o5EksJ8oJOsL+TowdO8N0vfIsvP/gpVNVFLVekWDNYM9zJTMnkQ196hDve8nY2Xf8m3G4RUfZx5uXnOXrqJC+8/BIPPf49FjI5vvOjx7EFA6/fw0S6wLy+jCccYM/L+3jyucN85OOfJZMtklheptSocXZ2mUy1RCxTY93GdbSGeinUG4g+m9eKQY6ducRA7xCCQ6VYLHHVdW9Ck1UMvx81GMSWZESphjMSYHwuTiY9z9TYFPuPncOWRL752HPUNZuGZeAItWDrBqriJZErkKt76egdQvR50YtlTr+4nyN7DpDL5agLFrFCBveaQSpNi2qzxjX33s77PvgB/B2tXErFUBQHdb2JgIIguFCqBpkL8+w9cBQ56OK/fnsAxbRpVOrEskV++MIoP39iHxdPXMIRCFAVJGz+QLvWqsOD3SjglNq4MJ6iZc0QwoVpHK0y2bqNoDiJZVWG2p20azaYEFZCWBYUczUCAT+lchW3w43br7A4M8XKYT8X507TLLRw/TZwoRC/uIja4uDO23dxymMxOz/CWLrJ9OkFtkcCrF/fz/LhM7y8b4pjY0n+/v676BweRBJEkGxsxcXU+DwhIUBsroTmEunti1Jv6jjEHLmkwanmDjpdj9GqBDl8cZrBVb0sxjOYaLhcDrBlRMug1VJJNWsoETf1cplSuYll2AQjLbhiBYyKSUB2I+o6//nMBfSuzZydSbBhbYEVLe0EDYj0r2B+wEe8VGZyIs7q+wZJHc6gaRp/du8trB+KcsPNNzA/P4Hgk5CcPTSbTYxakaXpWRpeD/XZJKHeKFVFpmI6WcyIRH1NQraPcq6AKBooLpF4wyRXMTBsi0AkwsYVoNV0PJKNu6WVM7NLmE2NpcUEIV8Ev0dGahgoTi83/F/a3vtNrqvM2r7POXUq5+rq7qrO6pZaUivbcpAl5wRmbDN4DJjMEF6Y4R0YGF7CzJiMAcMQjG3ADNg4YznJtixbtnKWWlJLnXOunNMJdc73g78/AF/XzB+x9rPXXmvfz7ZLWZqbJl6V8TY1ohYV5tRlOla1UalU+bv3Xc/FswO4/C7KpsmZkXFuWBHhp5/6BIFLtpAaOoburHPFP36bPb/+Ce+98WrC/gaqhTK73nyLzSvbWL9+PQMzs6y+QmVareBZXMv6SAt3bb8U09BZ0d1KsZhDEKyomsTZsRhRbzPFXBVP3Yqz08ob+y5y3ed/yMU/fpVSuUwTFuqZMoOjIwSjHn69cy91fwvlYpVAQGAmvkCjHKZcF/FHIzR4rVTNWfz2MCXRQ0WvE/DIXLwwisVu0NnVyu8ffoG1a5pJxpOsaG/F39hAJ4BggKgzOTXLJZpIRqgTMsqIeYOLQ2PUbRZ8rU2cv5BgvpTB3uggYC0SioSJ5Yvc9Q8388LBt1nKmTglWIgnWN/azH/cfQuZWIUfPP8af7j6Ol4by/NuOh7vaiJnsxkSODDqNTpXuOh/821Ej8FMPMOFmRgIAk/s3kO6rNIWidDW1EhLKIAiGCh1kcuuWEs2keX00BCLyTi9a1bxhQ9/iPdeu423zizwve/8gly+xKt/fpwjbx2lq2cD173nvcQKTs7ES7x5YgpJstC7qoeP3H4Tv/nPr3H/v36NSy/dwiM79yCgk01nEIwqK9tCDEz0k8nHaPM7UTSdSrlCpG0fFXUja5sSVKweynqFbVu24nPLTMbTGIpAMlPlmTdO4w/7iBlFsNaZnZhiaGIcvbGHek3n/PnzNDf6cLlF8rFpGrtW8vFv/Ji3Xn+bhNxIIpujphjIUS9Vt0CkpY3p5STNzSGwWolnC1RUk872Vfz9HXdis7qo1VTq1Nm87RrqioJkkXH6fSxcvIjktZGvFHh2516CkQDday5hYHYev1sgFLbQ4tQ4OjLML18dZC4Wp6CYvLjnIJJVoq+nlY62IIaqcP9DfwXBil22YooWZMmNr8mH7rLQ2tHMR7/1azxeKytvvobzsUXS6TSbelfz97e+h+6O1bR3d2ERZGL5GoNzSXrWRJnJjJMYOorscPLM/gEE0YYnECDgcdPY3oWqKaxe2UVHSyvZYp5XTpzk5IVBTp6f4tmJt3AHndx6zVVcf8lmAi4vM8txDEXAMC3sHZskJ4usW7+atrYm1LIJkStQPRHiySwnhsfxBUK0d4RZv7KVfcOz5FURqyhw4OwwseUkhlJFsJhEQ362tHewf3gWi6AhC3DtJ3/I/lnwe1vYuGY169as5yu/fQHZYUN1Xc9sRqCSKxMJNRPw+Tl75jjPvbabUt2GaZo0rF3H4Pgs3nCIjVdsZe3atRTzBQzZSmwxhfOOH/HMmSH0mkSLzUG2UOOZ03EiLU04vU7SRZVwNMJ0bAaHS+G1X38Fu8XOY3sngf+l+Kmmatz2D1/lkV99k3+85kp61kWoiyY/fPkgj/zlbQxTJ11UeO/dn+b1Rx/C43CCWSdrNdh69fv43f2Pse2ubYiKxtHTg5w4NcnczDS2pggF3YqcraHoNd4qlDAvxvnAv2zk+9/6HscyNjDqGHWZm266junpGaKRCDbZgVXUMLDxm6dexgSOTi1jsYjcvvUKeiOdVAXQBZNEYgmPN4SuqljqJrnqacTgB6lf/AVGXeGFs/1MZdPksgVMn4+DF2doX9XOVY1RSnqVgsXJvT/6Pf/2xycYHR4iW13CafPS4vRj1lXab7uTc0moV9MU01le2jNH6coKN7T3IvoszC3FySfytO+4B1fDVvyOX7DztVd4as9bFAoJWhpDXLqqh97WD/Dgnx/jmnW9FBKTNLi87OjbTMEosKyW0YU6qfkaa+9+P0tfH+ZP+0/Q6Q6zKFUIKW4Wy9Pc0ryGQ8MTiJLExOwybU4XrZEGFhQYTysIgkxJ96JXi0wvL7JjzQaEeolC1cDuCyBaHCQW5rnslps48couLFYXpWqN02eHEPwOfFYXn/vWN3niuz/nt8+8wpc/dDdaqc7Z6VM88PJprEIdh8VFx/oNSKIMosTA8BhKXefN0QkUSWRiSMFu86B5NF4ZG8Y6nUSpFrGFQ+SzJf7lycf57uE7sRcWGLLdzM4/3c+mzRvwegJc82/fxm7IPL7rbf757g/yl9feINgQwNfSxe7jZwk6/UiSTMgpcnYyQWezi0zFJGh3Ep9f4E+7lzGBsqazPDnD93/5OBvXbUauLXPf759EEp9HM0pgavi9HYwXh9iz9wINfh+iIvLhm+5izGxHshiouslguk5vJkN+aoGaofOnfa9S0kzu+cev8YN7v8r373+aI8/+hunBwxxY0rDIdnCqyEiUJI3ZeJXLN6zF5/cTbvDymQdGqJkueBdX63dV0YwEXeYfP3k161Z04GuJoFtMjKUUY4vT7B9fRnatYf36rYCBVYLGlm7WbN2IFgmRn5pi1xvPkxw9xQ19vciiC4spIdk0soU8VouHM8tTfO5DX0Z0WhDSKZRChunZSc5dnGEsWWIwmWZ7i8mn77kDe+9lKIUc9ppIbOAY49PL/OGt/fRs3075/CluvOZmpLpOMVPmhTNHIdpGIBjkgw1W2nrWvtP19TSgldOUKzXmZ/O8PDZFu88gYugEAg34/V4y5QKGVkdQFUZjaaTmDhqMCm02F3anj4arPkx5dpRMYpbphQkO53JMT4/wkavWcuWWyxFEk2I6Tcnt4Tu//i3+yBr++c7r2NHegrnmSrDZsc4PM3r+DK8cOMbuwWHu3nEDq6MBwk4vYX8DdbOIIRjMp2vcdd/TfPP2ELdvuRxrdQmHO4xFtqFpEksLU0wtx3mx1sAVPhuXdbfQ2tqOxxehppRILc6Ry6d4O1ZgTbiVoCziDQQxlDqmYZAuFUgoVV7qP8cXr1yLoy5QrpYRRUhnFfLJInJLByfmpohKdXw2L12re2ho7UKy2XA4HAiylf74Av/58Bla9EPcGHFwy3tupaOtFac3QmxsjEIpxmlvAzc2XkIw1EBdBG+9wuTFQS4OTZJKJZmW7Nz5nkvJLidJJFJUS1WwWsgVVarUmUhm8Nms+EQRn91Gi99FNBigye/BEZLQu9bx19ff4rO33YJdcqObAuVMHJtRoZDN8friIhF/L1uaAzQFo4gu6zsCsztRHW6e/8NvGV86Rl7w8bn37KC5PYIoyUh6mVhqlpODIzyzJ83ht97iy//yJb78nq2UikXm5xcREThz7iySJHGmUOaD3WH6Vq0EuxWLYMHfGGRpbpw9s3kEtUaXRaClezWIArLVSknXCbllrv7cvYzNLP3PVzRFSUCSwW63oxsapXyBmqogY6Ux5AejgqYUsFh0dKPO/Pg5ZmaXMTQDt81HLBbD5fKAYKLrOoJNoI5JtVRGFwzS2QxiPoVRyIJsA4+HluZuanUFyahisclsWrOB+JkhYkf2Y2YKZBan0PI5qoUM0bYoAVFmbbSDajEPdQh3dtHT2k5rKExdA5s3gKJUcDpcqGoJ0eFEFARy+Vlyc+OUskV0XadumojIBGxBcDjBakEWZSqFIhbNxCJYkK129HyGoq4iyU5qiomqqKz2S2zbdAXYBARRRHZayI0Nsn39Gla0O0C0U66r2DUNMTlPpapQKBTIZNK47A6iATculwtdFtFkHcnlR7Q76GjwcWW3h3RJx9TLODx+DEPH1CvE8zE0VaO1uxOr6cOQTEqlAlVFIV/NoJsGFaWIXqvhczjI14pYvS6cLgden5MVK7qRZBmvbKdeqSKagCxjs3qx1F04/Q1ceufd3Pb+9xO2uUCQ3gEo5NLYXA4MQ0eSBEq1MoLwDhEzXSnT2NKI1+akVFSplcogQ7VaxuUQiKdmsJgatmATy3Y7TV3dZLMJkoUS2fQS5WweTTQINoSwup04HA5kWcY03yFeypqOgU57ayPR9g7Wbd1G84Z1BMIR3tq1i6qmYxh1NENAtlhwNvrIyToWv58WMYzDauIpZynPDVDPLFGdHUdfmMM8f54btl1JzNrAXdvW0dzSgs3hQxLdVHQBmy3MmrZutJqOqRv09gTJqSqGKNESiZIvl3A6nWQLeZKZJPFYBqvswBREvMEglXIRI1dG0OrMT4xTVWvouobL5UYSRVyShGGYCIbxN2vzXV2tVVXn2NgkZxZifOS26ymXNY5dHGF8ZoKOzjUYmLj8QepKjUqlilaKcW73o0jFW4jccB2TEzNsaHSRLRbx+xykcmmytRwt4WZsbi/1XBlN05AtPpTcOxN5bnGemlrBFQqizAwzObNA+5oumiIrqWWXOfL2Xl480s+tV1zJ4TcP8Ksn/omxV59Dq1YxQw3YnSZbVvTyytAFiqYN6+omssU8gzMLuG0W2jrbGRqbwBGO4g7F8EkCFauLCwMjNEZCbGiNYHc18tKRs6xt6URZnMPd08JCuYxusdCTW8aBRNasIzls9HVt43KpGVUv47KFeeGJJ3A3NWBKIp2dHaR0E5ss4bL7wObDotaRfRacnjCdvT0cf3M/Pp8PVfagoKLrGl3eMMspBUnU+fanP8piZYb5+CyzpQpdK7vJlAyysg+Hs069VKDN10Eyk8LobEO3SEiqxnJ6iYKqURXqZKbn0drakJxOFuMLLCxmCDYmOHv2DI3NzYQbGlDtEuVyiXIqgwOYziQ5PTNKXavQ2LSa5GKOYEeUUGs7y8uL2Owy+VKRtlWdyMksiBKaCqcmJrhu63XUlRqy5KdeGSFfziBYo+zff5CNV1xL/Nxezh/vp6W3m81XXcGxo6c4338am/U6BkdnsSARi8fR6gLeUBMWU6BQyNEZbRtSrfEAACAASURBVCGVT3PkzElCLjfPvbQTFdi8sZNL1m5GrVqwSS4UJKbn4/Sf6ueS67exPHWCdR0BHnzjAFfedANvnZvEOjrH9o0byFWStPSuZWZikLVdK7BYndicbgqFPLmKRnppFI/XRaghTL1SQ9PLjI/PscrtwCK7eWHvXjILMVatiBIMNdItmJxcjDHy2hvcc8s1lJbjLMSWCdusDJ4/h81lZ6qYRZuZoM+3nlIyRzqbomYUkK3Wv1mb74qi+cDPf/Kd912ygkNJB9WZMZK5Jc6kRFzFKqt6OjF8K3E7i4ycPczC1AWuv+UeFoeH2Xr7HcjuMH41i1OqMTw0ySuvvMVVl13Oqy+/xoW5DG7JzsaNffiDAfa/+Ff+8vifKeh1HnvpNWTJRqVQoLG5nYHz5ygWl3ls536GBk7z+M7DNPu9SKLOdTsuI7D1Jp578RkaAo386Jm/sjocpCHsxVXVaWpy0O7xEmgI8+zbp+iJ+Fm1opORi5N0tDdz+uIELT43dq+H3acucFX3WtqbApwaW8LjcZMqxFnltxNpW0lo5WaGF8tcPHkYi8fLzn17mZga5eNf/Ayl5TGGR0Y5+cJB7nj/P/DsE6/x9pHzbFnXzcWhcW674WoWi3keeeT35OZGmYpPc9/TT5PI6NTUMp+8471Ui1VGYjHavGHquRzJ9DKqZKei6fTv+g261UlF9TA/PYLP6cStWRAtAh1tnXzvqX6uvryTc+eHKZaqrOiIcmFyjsW0gtPtwGetE4528dsnX+Di+Aw7Lr+SvUdP0NjcQtDvxW+TabaZHDh4iKnpKfpWbGBgeIHupiBu04siCRSrZU6eP8O+02c5c+QQvSvW8PAfH6Ep4OfwmUNMFDr55BVORqdm2L1/Hx6byQ8e+hPJbIym1ghKs4+ro9v5zS/u5aFHH+Oqa97LAw/+lr37Xqc32opXcqDIJo889Twjsyl6u3p46fBx5tNLOJxOTIuMy21j6OIFhkYn8bsCjM0nsfv8bFnVx8qIn3nTx+sv7yK9GKO30YJYtxBsbqWzOYIpG6z0hzEKGs+++TzPHj7AltWr+fh9/85yapprr7uehGynll/GdDl4Y88rBOzwuydforWzB6vPxt63LrK0nOKqa25l5wuvYaTjTAyN4W5fT6PXytzSMhtbGqlmNfYsxVkYGoT0AvcfGmej24nL7cV0SoRUld2HBpgdPEcg7GdgeBJRFDg8tMAX/++X/yaK5rvyyO1hj7nz/91GYzjK3PAUWlWnbU0rCFZi8SQT+QAda9aQW45jkRxs6buc1vUrWTp3juZbruFTH7iTD97WRyS4gkwigUsQkTxuXB47WOqouk53Wzv5bJGgK8j8eJy6WKUz2sqrb77BQkVkcuwwX7j5WhLFOn09EbKig6DdilKu8ebRt3nPfz3NQx97L++74UOcHzpOR6AZudFHcn4GxQq3XnoZNk8DVd3AzOcwljIkrHUUI8NbZ2N0OutEe1Yi2wMY+WWMag3B68OUrMQqZdThIbpWrKZtw22kMwn0qQEmC5AQBDwemUvvuoXimVdo6dxMtZxDLGgMj55jZe8ayprCnqP7uOnaa9l6xW2cu9DPlvZO7vnsx/nJL3/Nc888TUat8NGrrsZn96BpGrFCnojcSNyqcvDoIVavX8+Z3b+ipWsj29atwi0WURImjtZGxJqG4XBzyc9O8vt/WMXaVevQDQ0tWSS6tp14Io/famHn68/haFrD5WvWMjg2xs3X3MjkxCwVTWEpNs1UKs7VPQ2oBQXJELBKDYykijTYqsiCyIQqEPBKqJoNm8dHZnaSG95/FwuJGOFoE//9wC/ZW7+Zb644w5q1Gxi7cI51na04Oluxe/0kUovE2tysdm2hvXszCyMTSGqdV598GJ+/jXq9Sjw1y7rNm1mcz4AM7a2d7D52mHK5TG93D+fn5+kJB1leSiJJVtrdAT77pc+QXVpEqhexkOUrL56mIV/iIx/9FI3Ji9h6VmL3teIwdBaSk5hqhRZ7FFdLL2JsAS3cR2LyBLOxRbbdcTOf+dl9fO4DN+D0hSnMLmM1ygRamnE5PXi9Nu78+I84deYM//yFz/KF7Zs4eugArZsvQRfBLFZQRZPF8XNsWtOHRRKID07hb3Bgj0YwDZWl2WUOTI3zkQ9/msLMPKl8jGhrN2WbRJM/wp2f/xIXpxb+5z1yraZhU93INdBVA3+oAbfFg5Q0uBhbYNe+11GKORyygKlXOHfoAOVMitcffQBDFHj6wFFsdQ2H04JFhkBTiEqpjEWAxMIy+XgKW1mhMbiCclbB5/ZwoX+UudEBYskCtXqNuy+7lGwyw9WXXQK6k78+vps/P/wwJw4eoVS3UNIU5JKFvG7S2daLLlhRqhqCx0d8LkU6k0EU7ITsYZKxFJo7QC6ZwSU30dveRaFcoZIp4tRgdjqD07uCxWQGs6pSnFrE4rKTUDXGzvYTm55BkyWcbi/ro52kyhmwyNSLFZyyk7Gjh3nw8ef5wxN7SSxNc+DAIUJNjWh6BUWx0d7aRzlb48YbbiU2OcpdV13LxYFhTKcL0W7H6nYztxBjUknQFnBxxw3X0BQMUtdFcktZVjQEcNjbsPiClOJFAr4IqXQG6rBvYARBqVLK5KjVdcbPDxF0uzhz4Rg+t58Xj1/g8NkzXDh7jng+z659b5KMzZFVFEqVGqrFSbS5gdmFGXCoqOVlzk3PM7M8gZpf4tjAKUyzSjVdoKO9G6Ncg2KFYjqLZAM5FGa+mGP3/jd53/s+QSy7RDDUhUt3UViKs1RZxGZXWXrzVQqTQ5x94yVqmRxCJY2aXcJqfWcbQ6Vapm/NOiwIRIMNdDZHyaXS3HXX3QiSQNhrJ5+OUzQrfPNb3+Dff/orfvPokwzF0xzYc4iv3vtVWkIOhGALVqWMXZeoVEUMbPgkJ5PzU/zih9/lW799gF1P/A5BEmn3hZg6cxGnw0qTK0AUK25ZwOH0U4zHcQoe0oUiksVEFHSaXR4W5lNYHH4aG0Ks61lJT2cnQqGMXlNxahUWxycolEsYWp12pwtLuoxcLdAViqJXy7SsXk81VceoQLM7gF2SMYz/pYomwInpYWpqFVskQtoQ0MQ6C3qcXKFI0pDJqwKqpGLIEkvaHBldRY40U8wkcboFskqdilKgpbWT4YkZJFmmqqjUVRXRUCmbEoXlKcJ+N6/v+Sv9k2M8f/AIgqiiaRpVUaGEyqF9b5JRFToiPjo2b6cq2skWdQRBIGNUOHV8H9mKQMEhoNrqOLxhVl9+FZLFyuLCKIVSirbWFRwdPAWGSXYxxmKhQEkzyZRKlNQcnataeePo69gFCVMpkZNMZIeP5o5uFLOE2+fhleMXGJieYXRsiDs/+2nspkC9pjNy4TC9W6/km9/4Z773lY8zPp/EF/CiV2pMpnWmLr6Bml3gwswo5wbO8o0f/xcHhgbI11VARBXqzBdUVm7eQqSrFxkZswrlcp6FpMbxU8PkiirLyQTL5RKGxU5Cq+AM+RC1CnsGssyl4mRNlbNTo1gbgkwtzqBYROaLRdJ6A6ZV5Iqbr+P1A2/Tc8kGzLAHmyxSNQzUjrVMxOaQnF6q9TI2Rw3FrFMVLNgd0BRtJVMsYogKJ4aHOD8zTt0ugqNOMpHGZguSqyWxSSLv/+qHaem7kV3P/oGhCwfJ6kXyqXH6pw9hb/Cz+sprGJufo+xuIlnJoFtVdJvA3OI8/YPjnBsf4ZGXdzIXSzI6M4WCwW13f5TF9CyqUMXb4KZYLWGKIlXJZL6Q5vWjx7C7y4wPnUYsCZzsn6Kih8lVqmhCHdHhZmJpiQszk8RlnQ296xhOLZAsaXznicfxtwd4z7btxPN56haRbE3C3diMLxJB+/+ta7VWwzB0FuPLTCUWcfk8zEyMY5RUThw9wtDoCF6Xi+m5OLLDz3JRYH4hw9DwJOlSBjHSwr+/toeJiwMkhs+gySVii2MEmn1U0tMI7yJ+eldCzlV1nC4HY8kMDz6+m5//+TX6J5N4RAvJHOgVP4/smkZRVZR8DEu2wvlXnicWn+XFZ3dht1p59JUzGGaNsqIgym7c/gDFUgmb00FN1eg3uzCsVo4dfoO5qWUyC7NML8yj1jXy+TSf++89TOQtVEQrZ48dJp1OM3jhFAvZJGdnRxBMENscZLNZlNwSIdFOYjFFIpVh7NRF6qYBkki+UqbssLD9istZzGeYyqVo33o1VrsdQRDI5oroVis33ngrVUFCkWosV33EiyUmxyYpWQ3eeHkPq7o24g6GsK0Mg1BHFEXitRKC1WQ+M897P/pFvvqdBzhw9Cw+v4upqRi/+O+nKZl5plIpyppBe08viWKNW+54H/W6lUrVxBAc+O0WBFVi7LW3WFJ1VKnK9MQUK9Z10RiWmMnFcIdbScfL7D1zAbUu4LA4cLtN4tllHA4b4wMjPPbEa9x770/RTQuxZIYjFxepy1b2Dixx6PB5SpkaerzK/FyCgZkZrv7QN+k/P4rm9JFPLXLw6GkSU3HEbB2XXSRVzpNcTuBxOzg1dIETB47w4hM7SSUzxJJ5MlUdwd2ERfRxbKFIIiFxZOwM9vYoi7UimeU8HS2ryVjS+N0+fv+zH7CUrzA7NoAgW6gKkCxVcLqsOIIeDh45gaYYFMs5TNGkZgFTlvjc176ObLdTKleZj6VZzlSQLOAPhCgWVHB6yDfYKFsqbLpqM5lMheVknFpdo5BOcXxwkYH5Ba5esxGrbnLdjquJ5xK8/5atbP67D+OqVHE67RT0Gp/4zGf48r9/j2P7jlNVcigYWCQJSZJI5zL0rFtL3WrH1xAhkctQqlZxeF0k82UEm43xWI43Dh/mjq98hmyxQqFW4r2/exrFCKFjsphOEJ9NouZyHN25F01RyFf/lyiammkwspCh0Wvnjsv6+Nbdt9Hks3JgeBijbTMxi0SmNoXYcT1uTyMWp5NsPMlnf/5b/vjY09TqCqZjBYVEisTCPHq1zNjIIMVajXw+SzxjclJth1qGtddczUc/9TGu3bqRTWvWkcyXSZSKWJB5YOcrnJ2aZ+3aTj50/Q5u37GD08MTvH4qjmmKfOBjW3B66ngEk4xSJFsqUCjVCJsqpmii6Qb5YhFlaolcpoZHFLHiIFM1mZ6YQavqWGwypekMypICS3VKNYXNt76X/pPHyRTTdNkDrL9qC+MLo/iDdjZefhkhvxt/0I5QF1EUhVIyxRO/+DG/+PG32L5pLQIyqVKRgioxkVTZ1N1CwONmQ9dabr91B//xo59xdGAO9BySVkMWDBxqlb6bt2MRTbCH2LFlC5fc8n5EwWRsTmd+cpigXmVzSwRyaeKZFPVaCdnj4y/7j7OqbxWfvP067rnrNrCqWMUw13zw87hkibMzJUr1Kj63A6VapFG2kyg6+dq3/oNifInn9g+wYmUn129dQ3s0QmPIimzzgBigpmgkk0l6O6Nsu2ozt9x+M5qSp968mQ//232ce+PbDMVi9PnrPPDPn6MjuAKhWqVQKTOwOI9FaGB5/g7u3zXKpz/2D3jQiTS6EBQdRYUjw1AxNJqDAa5cvYaoP4zb5sHn9fKzPz6DiEBNV+hc10sk4KMt5KYpIOO32sgUs9QNKCUVfv/go6iixOTwJD6fD4dNQKtUSKdynLVdynL+HcyRxaIzdP4cLQ0+XhidpOj00b+wl3ShSCGX5xff/yF3brmMgM9JpVggPreA2yJRNw2Keh2nx4nV7WNwdpqyVkN22SlUKzw5skAyVSKo53ly758YO76X9dt6mVJt6IYTUapTi96IQ1lifWeUjmgznX1ullNpMlXlf0fIAnBeb2F4LsWOy9bR1uqiXjd4+fQcv3/qWexyiFK5wAsH+nFcejuOK27hhy8+xXW33E65VGBD33byioXoZR+ioSmA21rBbhMoVXMkygr3v3aMouBgn7gdh15iRUcjN990Hd3tnSTLCopnLdHGVqKd6+n1u/jun1/hU799nA8/+BivTbyz3kOUNUo08sSYyZMLWb7+0OOcPnoBWyLJlf92H+lEFkEwcbksKPYySmkBt9fLkuzCYpFIqCrTqRK2ag1XVxDTnSXSZfDr5y/ws5/+F1dsvI3ZVJrJZIyw1cfla3pp7G1nRd8KQETAwif/eIiiBp1dqynX0ti8Nlo6GnjqtSMsJitgsXH7P32fmG6yfm03gQYbt1+9gz+/cpS6IKEbkMjlQZFwOwQchoqh10jkS2imG4/Xh7/Rzv3//TLepiZaV0TpbnJjdzlJzKcwBQOP08GThyfQJD87br6By9Zv4szpKQ7oIX75h0fRNJMVbR28OlJiz1Cc80sxztmiXPm+f8RqgdpymvZgC8fjErq3lbDHRWvQR0IxWHP9+xg+N8r5wXHaW7rYvv1qWoIhlI4+Dh2f4tk9w1jTY7xxLs7VV65nIDdBJjdOONREsa5zbkGi//SNFDJuZjQXY4T40Ic/SijUQaJcREklkcMtlKoaLVEP04lFcpUcuqmjyg7eQXKArJuoFj+SVaCi6phYWbO2lUJJYKpmo1arEV/Mc3bpHP7ORkr1HH67B6coUlHLnDvxCheTTfzkhacZXk7T2tbCrrNHeXH3Ifw2Ky+/eYBsLoFFsnDJlhVcf+MO+tasR1VVVL1GTdeoSyZ2AfLLKZpkB6TzJNMJqmUFFZ2jSzlSRpGuK1ZR13S8Gy9DtUh8b+fL2OsCiqbxxV/8iv6mD6O6QuSRkcs1hktBhL/9HfpdClkQWHnFNn7w4nm+/szr/HLfeT7x8Kv8/X8+hCCK6Ok0v/3jQSYGXuH/fePL3PuT+9HlBkS7H2+oiVS6hCDO8L1HnqFh8/s5dGKUcipPeilG74Zr+fMTz2IKAsedHexNRzl+9jwv7T3C7rOjzCghLNFNqJqNTDzD5Z//Nldecy0bbv0AmZKJoQv0rVnHHx9+gX/6192opsi5mQRfufd+vviX15hrWEXB4mJqYpBcLoHb4cDv6SC8oo9UroAebcWkyrceP0Eil+OZgSGmBxZJp6scnMkxUTFpCjfj/D8/p5z18dwbB3lw926Sq67g69/5FjVdQDcsKLpJPZvms995nLcO7qGQSjN69jw79w4ynMxwIZ7GDDaj12Wat7+fv+w7zcmlNDd//j9REBAEk8lknMWKxlA2xXSxTKqqUqhVKaby9H3i/2JoNaKtDkyryN9//WGmFuMM5kR2D0wzGMu8c6CJInarxNtlG196Yi+3/uwR+j0buOW2OzCKSbxeD4Isk03Hqbj72Dte5/U9/fzil/djGAY2h8kyJtnGHfzHy/0MeMLoks5t/+cL9K3bjOfSm1mYnOaV1/dxbOAEU4qT2z74IQ6cPEypWMBqtYJg5aWRGhuDq9gc6eSnz++lceuXuO+p4xQLy1RKWYS6iKPtah4dDtI/cphqfJKlnI3Nl3+CM+cHyeVqOCWJaKgR0WvhgSeew2KVAHj16Bj/8h8/J1WsEs/Ok0wt8eMnX4O2KB/7p4/RFPGysi9C3VtnPDVFyOFEV2X2nLvA6ekiXStXkKxMM2/ZzoMnD/HdZx5nRm1AcnvArPL87x7hkecfZSQ+zdhShqlkgiNDpzl87BCVSgVJkhAMAVWWWdJVppOzuFwiRkXnzPAgVosLm5pgRIxiSDLJyVHCTgfRntWc/PW9iFIRh82L3cwhefwMR28m1vcBnns7wY33fJb6u0iU3l1FM9JoPvetz7KqtwubzUkyXUCtFZgYn2YqmWHjnddSHD9Pk9VFqVBAKVUQHE70moJWynMibWerx0drRytOuwuLJ0hFV1GXpilKkLRb6XYF8YQCKLU0kgGlbJwjx04xUQQ92Mnft5TocHtxhpvwNkQwtDLxpVn27jvNnwfjbOprYT0qm9tb6enupSHop5LLklMVKsFmFkSd5kKMxsZGrBYrJbWGms9w4vhRxmcWueXuTxN0ewmEvGSLNYSaxtLiNIvZDKfjebxGnk0BJ25XkIZoL/5wKzXDwBNqwCoaPHvoLcb6z/GJKzfSEQ5jke00NLWRnZtgdG6aOcHNqp4V+Lx+SqUiNUPAanWg1mrohsLJi0NIpRCetW56PD5kpwWny4ZR0qipOt6utTz41J94j6fMVduuIVcoE/R7yCkFKqkq9+0+RGpxnh6rxtZ1G2lr6UYOBGnwhDAlN16/lwOTFygg0KQtcetVO9AUFVcgQDWfJzk3TbZSYaHmI2jW8bS0INhkfKEGbLYATkPhRK7Mq889xStvn0VWJV697x48bgfWkJtaFfSawud++Ts6m4LcvqqV7r52nHIYm+wjmY2xOD/F9186zi2X7WBudIBoqIHWBj/rVq8ilc/y5vICTp+Hq/3tSHY3lpALsaajVqoszMxxYGiUYzMLXL5S4CPbt7H50k2IwSbEug6VOEvxPPOpOV4+mmeVQ2bN+o00tXYgyzacDg+CJDA1P829v/w+/3L37fT0rSIQjCI5HaSnR1leXOLZ/fvZHG4h0NxET28PDr8Tj8tNOBIikYyx6+A4k6NjdNQ1QqKdhpYGrDL4HF4ktwMxGOHli4N4rS66ZZm1LRHczRHKeh1JFNBjy6i6xsiFIZqaoqh1jdZL1iLa7VgcLiwOG+uu/SDpfOF/IX6q1rD53JiyREnT0EwDm8WObgosxJOkYws0Bb1Y7fI7IDhRwCiUKC4nSWdTuGw2Srk8lXgaq6lQTi3iQMciWZEFmOy/iFbOoBdz2O12KkoRyWGjoaGReqWEphuU6iJlRUUQBErVIgg2rA4/Pr8Tl8OOKNUJuqzYnTJ1rfaOUEUJv6cJq81BLj6Jw+HAEe1CN3REu4wuiu986EekrOhUyir5ko5dtoLVgmS34vZ6cCtl1vSspqRUiCWWsQhWitUydruDuqaSWl5gZvI0hVKZuihjIiKIFiqVCqbdRjAaodHlYHFpkcmpKex2PyF/kEDAiyvgQTVUNm/ZgL/ZB4KGM+RHtFvRtTrpQhrsMkrdwKtmMVFJZ6Zp7W4hW8rQHI6SycS4JCRiFepIoohSrVFRVcyaRrVaRZJEVK1Gi10mnU0ABqquY3E7SOZS2O12arqGadYppOPUtCqVSgmXzY5SLGK3ScQyKTojzaDr5JM1PnfPFbiaQtSsBvW6joiEVq0wG88iKXmS2VmsUgiLzYLTK5PNpsiXK0gOD22Sgd9jR5De4YlPz0+i1Wv0dnSxoruXiqZQLqdp8wXQ1CqiLIBNwOl2UFdUrrq6F6czi2mRwDSpCyI6dqrZNKVEjEI2RraSwe0LIQgSmm4gyRbS6TSmabJ29WoMw8A0JCyyBdMQsbpdWN0uNq/biNvrY3ExhtVqx+v2UtcNUskcmYzC3rf3ItTfSUk0K0iCSK2mkqsUEUQLMiZe2c6+t9/AH/IjOFy4/I34PEECgSAWh4xNEpE8XhbzMTyREIYgYgv4yVQKZNMpJIv0N2vzXTW7fv6z+78Tifi5MDhLc0OAbCmH6HSSyOSZTSUYGbnAlZv62LVrF+fOnMNaF5meW6Spux2n28ZgWqHdG8DbHEB0OEmkEhw8eZysqeG1CkQjrdjtEvagB9U0WJiZZCmeYM/BE/g8ASYyOqtddRrCPnzNQXC6qBYzvHnwNG+eukA6XqbJ68AbcHJuIYkj5MfjtFHWNNq7OsjXVBSXlfaGCCMzo8zNzeOxuTg9cIG6VKdWVQm3deLz+fA1hSjmC8zMTbPnwBEk2YZbrnPkxCHam4LMJcokS3Ei0W4Sc9MYooLP6yfc3sjpyQQnFpdoaYnQ5A8TqykMxDJoCFyycSu5WoVwS5hCPsPC7DSvv/0W9/78IZKLM/StXovD6UaWRRRNQ1dVNN0gVs1RMEwcziCDZ47T19fFriMDCBYbkWCQN84McLj/HJduWE//5AQet51gYyMhnx9Dr3Fq+hxjSzMsV5JsWrmGJ19/lVqtRiJdBaXAfDJHSQRNELBoBpPLVXQRDpzsZ3pyiv5TZxidnmbr5Zv59+/+CLvXxbGLCazaIl2NEU6fmaG5vQ0dlUpFZdfZSaIBFw6bjGi347FI7D91Br/bh16r8qXb7+Kz9/2YSHOUyelFYqUK8WKa7RvX8tze/ZBW6GhvxOXwUKprDI4MMTA+weDMHOl8jXiliE2JE/Z7KJbKOBsaSc9MIIlQyWWwiHZ2HRuimC+RzKXoaOshmUkxPTuDiYHb7yVdq9DcHGYhnsYfCmPIDs5euIAOIEAunccXCjG7uESxVABRZ2RijqGhYTyBBtzVFJqqsFSoMhNbxhX0U8dkKZsj2t7G0MI84YYm+o8fxBRMjGqGuekRisU8FquEZBHJFKqklSL9Y+MoVRW3x4GSyTMyNMpbJy7wr//29b+p2fWuJrLVZiXstPPKqbPsOXCY/jMD3Pur33NiLoZi1rl26wbSMws4LY2MTWbweAIcH5zi6LlxUsUcSizDRKXA7//6Ej9/8CGcbgdOi5XL122graubgKGQyBbI5io89uBjBPxhYktFtmy5hL7VrczOzrOiIcCp0TGe3jvIU/f/EdntonfHDdx+yzVEIlG6AxIb+tZh8fhRyyrjQxN8c+df+evbr+N3WdHTBUpqmZ8+uJPMXIxyLsXDTx8kpzi5uJCkkssxubzMzpde5vkXX2BV92paIi20t7awtncNN63ZgEMOYhZEvKqNiXNHuHDoOF/61+8wXSjgsYaQKnm2rWhmYGiU2fgy/aeO8JuXdmIqeVLZOKmKyle//wCf+tfvMpUqY6pwz0038vUvfhO/PYBXNmhvbiVfKWFDxloXiQ1PIygaksUgsThJMqdxaizBqWMDlLUsU/MFRuaz5EolRNWgWKzw6vFTPPP2HjTJTir2Drzd7w4hGSYrmhpoDTTR3NaFWq6hpDL8xw8eYmpmkbSm0hi086cnn6diWNm/7wgnzo3zyBPP8avfPMzWDZdQ0UtY0EjOLdK3sodCfJ7FxSzHj5xENcqg6mxY18fR/kme+Otb+Buaefzp1/j2IL5IDgAAIABJREFUQ08RL1T54h8fxRfs4Lm9Z9i4ZjVHzw4xNZliNpbjQ1fvoLfJzeJimvse/Qv3/vTXdK7cwLETA8ynC6imBsUSvW3tnB6M8es/vUxpfpG/PvsEO3e9wej8ArVilZXRVkzBh7t1DQ8/+F84TQv/fXgfZbWEVRRI54vMx5c4PTjG6IULjB45BHiwCm4aPB6S+TzTqSKnRyZ48HdPgWDlxIlBbr39Tu6+6+/wKQIru3sJtkUJhxuRFIOT/Rc5cH6IE6cPIlnALKmcGZzl3p//gXCwhV/+9AH+3zd/yJFTBxibnyKTL5JJJDk/skw5tkxqYZFfP/YC1dgigvm3f5p4Vx7ZZrWZw6/9hWo5iZlU2Ln/DT74wbs5evIEhUqNS3plIoFekgvzSK4wI2cGcHtU5qfT9GyJ8MzJed7TtxVDqdHk89MaXUNNTyPJVvL5PFW1RFNfO/lECadVJjOb58KFs2y4dB2TM9P8ePc037/Oyvb33U4mX6Pd7SS/mCVrlnA57dz13af5zJU+7rziJlSzTv+Jfj78nR8w8PbzdHSvQtBNJnNTdLSuxDAt1GtlDu1+nYZmNzNLcfzhEKrhoW31OlwOJza9Rj1bYXB2iObGCImFBVLZSS7ZcgMVxYHbbpIZnaHtlhsxKhJyg4W8UWTy4BmkUoreFS1k5lTaoh5ElxeLoGNIDgYyJdKpGLFEjlXRdpoaWxClOrKqk9HyFK0SK6NdCA4LpWQZ2eUgV0zSEmlFs3s58fQD3PZ31yBabSyNTRHpuRWXMElJUdCcMt/82k9Y29ZEQ0c3dl2iyR1i7ZYdJIoxXB4rrprJ8el+rt3SS7lUI+p0ky4WcTU1YNpsKLUMA0NFVF0jNZ+ipbWdTduvJxEfp62lk6XsMg89v4vRswke+PwOJNGOsz2KxWoyPTWJXa7yjV/9hR997cu4DJ3YfByn5qFtfScKThQ9ydaP/4DPXbOJVFnlgzuu5fTEWdq8AXpWNyMaBkeOHmL7XZ9CFlwgi2SW40wszrFpRQfHB4Z56u0D3P+FbXStvgqPR0Odz1CyqMTKGg4klpYGGJhzc+m6rRi8s4yuqbGZhWSMaDSKIBj88E+/4uMfeB8RfwtTF0/TFIwSbPKhlA3mk1McODaEKoms7urCa9HQcyrvuee9JLNpPF4Pz/7st/S19CDanWSqBfKzCW746AeYmxgi2NrC/uOnWNG0kY2ruymjsirUy/DEMZo39DA+MMzK9gizyTg1TSAcbSQ5M4tnroDW14q7bzOXXnkTuVLtf94j100wikUabF7CTV3Uyibx6Sm29W3i+k2bsNudHHl9F/1HjpOaHibktjA8OEJnYwOlUglN0YkvLtASaKCQzSMIAo3+IIvjU8i6SV2AciJPY7AJpaLg9PtYvXUL40NDFPMFVqyIkFMNZs+eo8Pt59yFkf+Ptvf+kuyqzr8/9966t3Ku6uo0nXty0kgjjQZFlEFECSEwBkwwfG3A2AYDBpMsECZngRBRASQhDZKQRnGSJufY3dO5K3R35Vy36tYN7w9a6/0ZrWWfP+Gcs9c5+9nP3h/mk0tU602quTKpBjg9IcaWlxBtdrq6+8gn5xjydKJOL5BcSuEwJVxdvbQbDbBkKrUKU3NJNmy5kfjFSZzhCB5VJ2x3YmgWkjuAoItkkklaskS5UOLCqTMomsXY6dPUGy2EJjg9LuqJNIZh8MqJw1zSN4KmywgODw1VozMcI2ALUa4uUqjm8QkSb1izBo/iwG65qeZrHD11iGKzSIegkM4sUitWcXrdDK4cIeSPkU9kaeSKiDQpXkwQEX1EXEE6XTWO7DpAp72D+V0HMMwSgqWwyhamvlijjYdAtAeXJKNU3JTqOZouD5rapFqoYI91orV1fLE+6vMpps7PMjF+gUI8SXdPDLdLobI0xbFXXubiqX3kzp3E59DZsnaQuWyDSruGS2uj1Fv0+nxYTZOhviinX9xJwBFiKZUi1SijmQYhp4v8Qp6q2uTM9CyhjiiiIWAaMtOJRRaLOSy7yVy7j4tnz5DLpDi6dz8CEqnlJVKpRZ49doTu3gGWlzM4ZYHZC1PY3FHis0tsGLgCqVXDqEA8HqdZzjN55jiCaWCKsG71GkQLGrUMIZcHI1tF0S1abRHRYadpKigONzbFzbXb13HJSA82Q0Wrq7TaGuW8Sl93J7VSHk20yJtNXE4n2WweZzhCfGYBqQ1GtUb3yiEOHdtDJb1Efj5JPjmL25JRNB/d3n7yE3No0xmCHjeybuFuGLREifDwSlyFNIrD/TfH5uukMQqozRbT58+j2B1cetk2KrUWTtPi8Z07yaXSlFoVbOFOppNJphJLyO4wU8tzNFsGbR32z8yxVK0hGBYP/um3nI/HkYI+ytSg9VovcCGdwuX00FZsnDp1GE20aFswMjqArklUBYOxqfNEe1bQ8HgplVqUdA1LcuHxOxEdOtPFPJ61fThMg1w5S1ZQyaXzaFabXGIO2e1GiXUxtHEbZlPg7PEXWcqVKBVKZOoFEgvzTE+MU2mVsTwRipKCbFnIfgf+7ihtVFat3US8XgRTpzw/R0NUMS2ZuXKL2cUlzk7FeezkAVTBRS6XI11eRhds3P7md3LNnXdx7uwYS9UcP/7Dt0iWq3Sv3Epbr3PXPT/EtEE+XySXXWJmbAw0DVOy0KrLlKoVZtLzGOUU9VaFM/Oz+CNBisVF0moRLRghVy+wXM9R12tkS0sc2vscjXKeYiWB7HVy1e13kCoWSLRUHnxyB45IJ6XUHCVLQ5Jlmm0N027D4Q9wfi7OuYUcN971fhqCg4LdjcPpoL8rjL+7m/CKYaq1EouFHPlamUy6wGxNxIhFqOsZPJEoFxdmkUwb1VqBYi2LJpg4PDK5Qp5f7XoOyeFi39gYumgj3xD4ybN/oSWKNBtVLrvmUhwdPo5PJmhqJoYu8O3v/wBv0M7y0hTVUpsHn9iBoQnMz54gkV5El2q4PE6mUnGUQICzUxOUy2WS83Hq1RrNls7Nl19FW5JotGsEO7sJxHpJ5zIIHieqqpKcjNMd6WGob5CF1DKBUJTk9CwvPbcbl9uJ3eXAdCkUWg08XZ0IHSGiHWFUVadSr1GSTf7tf75Iz5ZRfvv4k3z9/u/x//7zS+x6/Dfk5k6yoOfI623UbJ5aPo+WV1G8ToxmjXyrjcsb+L8JZJtNpCXU6NqwmrHiPBPZBKVGg4X8EtW2xVcff5auzk5CHtB0B2cSRZYLZdxRP6LThs1mw7KJ1HWNZLVAuVrh+R3PAK/VqIu1Fq2Whqa1SBYzLM3M02wYZKtt7A4np4+d4pGTS1QadZx+L/d+92d87+s/4/S5JQzZgVqaYz6+iOzwUavUSRzL8YNv/wLL68Buc/HNPz+G7HIS7OhiqVLmo3//Qe75zo/4+V8P4vZ5cQaddNrc1FoqVUPD0xHmwcef476v/phX956nJcBcKkGxWKTeUvnNH37H5Il5Xn7+ZUSPG2csCJJIbTGL6rAxlizzji0b8LjcjKWTSA4ZtaHxtS/8K3/61lfAZ9LSW6xf8waeeWIHR/e+TLuhs/fhn6GqdSRL4Miuo+RqKqqlo4tQqrewWzKeaJAXju4n1bTY+7unmMm+hkvR2wYf/coXKLdq1JtlcJm0bRruwbVY/iGW9DKlZp2+7h4UX5BSo831226kiUFONXC5fFTbGpLdRa1e50e/eoBHfvcQ5/ft558/8k9Uy0WO5IsU8lnCPgfzRw6wd/duMs0WNpuNZtPAtBQUA9qyj72HT5NMpVmzdjW7jx7m3Mw4LUElFAmB3UmtqdIV7UA0LQYHu8mVyhy6MI9ogWW9NoDi+z/7DR/8+KeZnlniuaNHaOsqzWaT5TLURDv3/fJ+ypkSFWR0XUeWZWp1GytWrUIRJXbt28tfX3iFT/zLpzCdMsgSuq5z4g9/JlvOYAnw61//noMvHUAtNlDVKi2bzPxihlf376eUy7Bh9XqmcksUJZVVV1xKTW1iWhJ6SyPdKPO7h3by3LO7WGq1kfwKqsuGIInUElkkn4dvf//rfOi97+bL93yV4Q3raNsMYqEILp+fmtXGcMs4V3cjDfYi2YPc862/SeP6/9frUq3/+57//uq73nQTD//5SdaEesASOZucwy3LxPNZ/rzzIpNnn0RWXFTTC/jENkNDMZbTWa5+90fY9+pRTMukqcsM9wSJRiKEfB4CYS/5VIaW4AK7jmSz41aihDs78Lo9ZJbnWdRkxuN5/umb32R81y7CARc3X3U5gbAXjDIPPH+I5XqLgQ4na2IdxBwKs6V5rt26CfxODs7G2T12musuXQeGQUcwzLVXvYHh7hjDnXbecMO1aC2RGz/7JXYfP41dV5FNkS3r13DrTdch6hUUj0I1o1HLZejtG2Z1TzeNSpXr3nQzDcpofhmbIPKNnz/KJWv6GIiFqVYNAsEoZq6B6jSoa+Dy+Wg7VnB8IU7QIXPu2DEMQ2NFJEgs1oO3e4CJxBhSs8lyYo51qweotCQMS+f0dJqnz52gV7S49NJL8CDRkDR6/EEst8SZsQU2XfMx2kIDQy9z7MIEtfkMmWyCYiWNYYi0SlkG3nw7B57cQa/Hia1eRVZ1crUCi8UC06kULx6aolBIM9QZoyMWIFfM8sYbt3IukaEV7URPZwg63ehGjm1XbMHQLSrlIs2WQT5dwlTSjM/Mctt114Fpo1VvMDg4hOJ1ML2YZ+eR01ycX6I/HMCo1dDbLd58yw1oYpOic5RSvUo1m8bpdXLDFVuJOn00xBa9sTBpvFx66SWcOVpj04CdN2zbRjTkpDMawBHxs7CY4pmjIu//5IfZ9ZcnGFkxgKDBxz/8ESzNQNVa1NUGlaLKxVQCp8fGTVdtxxfx4PEqqPUS06l5WpU6vrAXURIJ93bgcDsZ6hmkUi6i602OHTr9GmhPcXPJyAAjAwPUalWCIYWCz41uGPS7fPgDUTQB7PY2iQuzNMwGQyNDpKs5UvE83V1RDu45htMUCNoVUukETxy8yNTsHF/60pf+91VrEPjMjx7nw7feTGJpEY9iR24YRPwhjp2dxJDqbLrlnzEaLfoCKxjs6SdTL+MKOgmE+jAMA800eeiVfTx7ZAq3O8Ta4VEqNZ2SXeadn/sy8VSZSq6CzydhaGVcAYXVK/rYdSaFLItI3k6saD+//dPLOH0utq9ew5YtmzmcLKIoCh/41s959MQp0uki12/aiq+jg0QmztCb3ossy9zzvZ9hc7pQHB5sLY2B7iAb16zkV488wWd//ATRzk189X8e5IWjE5TUCopLBrvIqpUjLFUtbvvXH3N2foHxuTECoS5uedddOINBfr/zBC5HGF2yMEwbv911EKHeAklncnoMt0dFaOkIngARfxeapPPHF+b540v76Rno5s5bbmTT6pU09QY2t8gX73kQQ5O48Ya30KyL1NUyiivM//zhMW67VCC1VODE/kP0dPVw+xXXsXbdSp7evZ+8tsz9D/+RnWcX2HdhnHX9Q/Sv6sZmVPHYNXx+i5ppIqgW//XTPzDc30GsL4IQlOmMdJJMF0kuVlCivZyaWUKzuYn4O3jD5u34vRHkyCC2JhRqBjOJBFdtuQQJkfTiAvOpAhem5xmPLyIqTlb1+Lgwfp4Bf5RLh1bjdcCB/buZmLxAtdZElJ3sujDHvnie48tpXt69G6Xrdu7+8OdIJhfZtO1qLsyksASZrZdeyj/edjNTqTxr1t7GbXe+i0d2v8C+l/diVxyMjozgttvZt3MvT710gT1zV7D5yps5n8zSPzrCu999N12xLsLRCIVikZTaQuyNUs9rzCXiNAXwOYM4FSc7DxxFrL3WH5/J5DHaBt/+9k945PePs/PZ56mXCzz89AGqBYOlQhbFIRMKeHHLFqPdQQqSC7P9mmG3c+VKkrNT1DLLCN4gq65YSTgYYPeRw+zcdYTJxQVq5TqXrBxCr6nMLyR58PlXEWQ7kvR/NNdaECVUmx091MXmdU4W5uOsGuzg+TMnGOzt5JortjK4apS/v/NGzjz8IOlSDVHUaOJlrg66roOoMNAVZt/0FCNr1rCwkGTn6dPs2TNO3dVg5dV38uT9P+CyikXU5cDusagPXoUkT2IaEOsM4nrfZ1i36lru+OkTePUaJ88fxOVy4fF4WNm/jg/+zy/53nvfzcJLL/HxK6/now8+zZe/9p/c/I5PcnDH95g8eggzECCTKpOcnuHRfcfp6IiwctDL4biEbhk8vPs07/2nb3DoxR8TkzycT82RCnZzZ38XH/r2Ezz62Ts5vv8Em9eNsBjcSs2I8J3vvUhnpwNMg4mZLD9vH+B7d9xMOBTD7nXyxNljbL/6nTz+0HfxXnIjG7a/kUxygu89+yo3Dc9RdXRjhtdz5e0yok2i+6YP8um7b6AnbOc9d/8zysaVmIaEpQUJBnxM1Bq88JOfoKDQ0BV65CZPZW189h1vxD8u04rYWZ64yGh/jPUrNtH0OFlaTvLKyeP8a98aDNHPb/96jnds6EEMObjvkR20BJ1P/ft3+OXjT6A3Kuw4doriYpaeoMLH3nMnDzz+Knf84yeYTxU4m59AXV4i0BlFsLUIO8KEfBLeWAfzuoruGeAD33iQez5wOy67gwIa8wtZen0ePC4PqqqCYNAzsoHBng6E6WOMbLyaUrGOKCl88D+/xUdvv477Ht1Bo9VkOV/jI5/6HhfnxzB0EcPjQXAH+f7Pf0RDCoGho9lt9EV7UBZfQWsa7Dk7RzLxUz7+3g/S272Cs1MTrBwe4qOf/g++97XPIwZkMqxn996T6C4XZrPFYGgFfW/5LIf+63bqNRNN07ntmq3EYh0EOqIM9Pby68fuZTFb5R9u3EazNcuo24c/5CfnUrCiASjmQbA4fGAvG7ZsxekMUqlkCHX2ItudjCoW2VSKs8k4p+eCbFu3nvVrVyIFg3zxhZ0Ipv11ea1fV/mpIxaz7njnO7l003okm8m2SActSUGRTY4dOcL84jhrnA5W9MXwRjqRRYk2JsXFJEuFKi/PnebWdZtYMziMJ9yDYncj2AwqjTiP7j1CINTHlkqLoC+K12GnKRpoepv45BTTlSLTKvSvWcn1g32EYz0oPj+KqbE0M0W+VGWipmJrz3Ht6FocchNDF6lUC1RrVdqtMmZLox1dR9DbgdsVwud1ItosCvklkvE5Tmt2Ltn2ZgSrTr9HoVltIAsioiBRLpcRsZiaPEbQZqcj9pp9T1YUMEyWFmaYS6WY1Bp85K0fRbQs0gsJqvk0s1WNv+45iHtFmHe96xae+uWvuHvjelZt3oDN7cetuKjWikwuzPD9PSd464CfoVAHAytWomsNAj4/iXSKRC3P02NFrrj5Di48+SB3bx/GaVhEIn4adY2L8/M4FZnH5+P06iXWrVpFdMVqXK4AisuN0m4zMX6MY3qIG11l3A47vWtWk5qPI+sWtbrG4/v3sHtZ5YWv/SOBYBTJLmFoLTIL88zPZnn17ATnNC+Kq8wHr30zxoUDdIa7yBkmvnXr+NPhk/zgtzu5PBbl9ku7WBntQVYcuLrCOE03S/PnmE6n+dLT03zhfW+k16Yx2NGBxx/BEfAjtHTalSwNQaImJIj6Akj+MPnEItVqBQkV0SaTtHex0d5LZ6yXdGGZZqWExxfk7PnDXFyqMV0q8qk3b6F7YA2SrGBoKpIkUVxOMTe9xK/3HyHgN7jS4eLa/hAeuxsME9nmYDG9TK6tcf9cnZt7nKy97DLCPV0giSg2meWFRbK1FKcWdW7fdiUDXhtdAz0IooKq1skm4zTKKs3Va9m/+zk2+qqs23QNGj5CwX4E2UR02EheOM0DTx3i6Jlj3HvdJUS6ulBcdqrJONVsgzufOsJ8ofa/X35qt3UiAT92ux21WqPe0igVs7TbJt0dYWTFi2h3YhoSgiBRb7cxdAEJJzabHZ+3j2bLZDn9WilCbzWxWQZ2vChGEM0UEXUDw2yitdvoLQ20Fi6niNemkC6msMleZBFEWURotzFbYENGdtqRbTKyw4UcctCyoN5SSeYrGHaBeltCsNlpWXacskwkEqGlmWA5sDk8CLIdt1klm1piZf8Qos2GZVmUy2XqjQqKXUDAhqmD3eGgrqqIkohss2GZBpppoSgSuXQGjBaqpmH3exAkCbVRY3TdBmThte3etGYNNa1JMZfH5ZRpNotIApgmDPUMoLchlVwkXczTxORsJseJpWU87iAbV/ejiJBZTpFKJVhIzKKbAtlsms7ODiqtFvVak5A7gM3pxjJMDCx8IS+lSpmW3mbf/r3YnR4s2Y7gDxHoiOAM+ZE9ThRfmGymTLvdYqmUxRAUTNGB5XRhuQXCIS+tZJzRSDdkE4S7h/CtXElHV4zy2CRSIcf/+8gtdA520FIhkUrS0RHEa7MjSCqZQhksG5Ik8Mxzz9LR0YFLkXEo0msGCMOk0VRJLqZYXMyQKZTxO93EYjG8tjabN1+KqtapVeq0dRNd11i5epRgJIxDtiHawiiSA9lmYZrQrOdp1+sIpoXebOGyKUhCHZvDwuvy0KiUkF02+ge6SGVyxFZ0UW3UwS5TSc9gD3pwuGwYrTaobcrZPO6gF4dpR4oNoustfOEYVkcfVacHJdaFXXSwWMyQmJgmm54lFAijGhYiTlRBQ3T3kotncbicOFJJ3r56EKfTiSUa1CsFXN4w7q4wkvC3f61fl9j1kx/88KulUorz5ye4YkUfTllk38lj7N2zC8uukIxP43MoTKZy+IM+FFHh3PQCx86dIBgKM1MxWLMiRBOZYsOg3YI/v7SPRCZDb8TN+NwsXZbAialpljPLaKJBsVLm0V37kex2bIrCcn4Wu0vGYdmo1xu8enw35+dnQJEwGxlOzKWZPH8EwSbh9oRJpTNcmF5E9sgUKgUqcgS3y8HxiQm6ojEylSL7x8dwumxE3W6UvvXYRY2Xn/gjBiYNrcVTj/2atiVgyTZUtYzT4yJRKlKuVGg2VS7MXeSPTz3GyMhqNJeHxLkJHvjRj5m+OM2mN1zN2cMHqODEEDVGVvVwdv8x1q8cJTbYx/TkLEfOjXFw+iLRzl5e2LOPgFtkcnEZ0x8i1jeAz+nj1PgF+rp6OHjiMANr38DEUzu4b/dhRlf38szuXew8M46ltBns78fhdpEt5kkWioynlggHA1SrVexuF8Vqg0uuvgtLjdMx0M/4+Sk0U8YUZQ6OT7D7+FlyqsUH3/4GpheWGZuYRjRaHDoxwasnSlQbNQJOB9HBLnoCDupqC4criF2WqGPg9gfZd+YAiVSdQa8Xd8SNjkGjVKWJQKFRYamQ42KqyHtuupK0buf81ASdIS91XcMlSmDWmFIhGnNw4NwEhbpKpDNG29XN3iP78QQ9/PaRv3DTtltYLpdI5Gs06zVmqlUeevk5RFGgwx+iL+ZGd9gYP3EaUWjSbDTYf/QI3o4IF5dzbOiyoWkmz05VCUU8qL4gv3z6WQpGg75ojKrsoK+7m6lEnI7YEO6Qj/NjZ0ktLeKwO9kzMc9N27YwM3OO0tQ5Jo7uITE7TbaQw+Xykk7GWRExGZtd4Nx0nL4Vw9glO267jIlKqVZhslgg2NaZrZQJe/0cnlvkocNHERU7B2ezfPKzn//fF7vciszb117OjdsvI6IohLq6uO3Wt7CwXMHlidLf2YU3HGDf2VnaDQOHWyAW6mLtqsvpXNHDUiLOWKLMN3/xAq/sHqMjbKNleugfWsPa1at499YrMBwykwtpxrJNBEOmmikzsvoSOr0ybleQtiBy9MhxnnnhBVyCRKuhMzC0jpV9Q7gMgRve9D4Cdi+HTs4RiYYIO210dnYT7FxHNNiNV5bIqxrPvHqEM2NjZBLzrF2xnuHh9fTEeunp9nHi1RfIzc0yde4s3dEOgtFBFlJ5KpUaHR4XiWyOHzy0g6MHjhGLdtEf7eeD//glfAE/s2MnyYzHWa7DkZOnOLpvN2vXjXLk4Ene+OZr0E2T9avW8NLxMW77+Of55YN/4eDR0+w5PM6ZU2e5/spLaFSbXLLpUrxeNw899BBaPU7I68fr8vC+t7yV5txh5HKZK7ZsRm87ufvWW3EH+pmYreL2RihfnKF/eCWJRAaxYrKUmuNzX/gaf3nmacZnZnApBhvWrmN2LsVsukzU7+bI3n3c9/unuf7KzVRVL7Wqyvk9xzh6aIrOzi7UksGatSFGB6P0hRUaM3HmcwUWdZNEcpYdzz1HVZTILScQlQFCssDQyDDPvHSWn/3+OaI9w9z700d4+PmDdAWDdNndXLN5A1eETQJaA0mA0+fGODVxCt2C9GKaZkNny8ZbsaoSU1MzTJyKs/dsHstUWNHno1yvcvDCRQ4fOMjQmjW8emA/tZpELBjA6xIIRSOkZpd5cTJJcibD7p272DORoZyvMnVxGbvXR2/EjcOhUCwYOFsiVmCEmdkSbo8PFCclvcnq0dXMz5+nEF/g2LHTbLniBlZv3gxAOZ/nWw/s4N9++Ce2Xf02fvbngzz56nEuXLxAb8BD0K6w/Zo3YzlXcOb00zy7dx/feeAXPPLUo+hak+lcnjOlHEeXahQKdZrFEtmWxMlzEwivI0l+XTnyio6o9ZFbbyK2ogvRNAjZ/fSvWcOF0+e5+Z138dhvv8pVW7didwVYnDpNZ6wXwSHjdK6gnF/gycOv8KZrrqdRM6GUY/XoCLqkgeVEdJtMnkzTbZWRnR7cLg+p6QmKuQLuoUEo5znRCuIJZLj7pneTXlwmP7NM79oePK4wk+fPcjJ+kIvCBj59WxeNbBmlKVHKT9JyqjjcnfjsTiZVBysiKxBadhrlRTySH3tUgZZAKjeFbcstpMdPIAQDDAU6MbIqLVHF7vYgywbzJ3azYuUWBEHA5XOhpeuUGiUG16+jXq7wq298lTv/8d8QBSfFQob+dauInzzNycQkxePTbP/qxyjsOc7V2y9FbWlYhRqy30/38AqWJuY5kZhlZnqSzZs34nNPyEn6AAAgAElEQVS5UWcXWDeyHpvXialrWDb48q9+jLxs8B+f/XtspptmqUDA60WTILmY4MmDB3j7m9+N7HAi2CwSZ6cZunQ1LRQq1TzzaQe3b/Vgmnbc4Q6WTh5FcvrI1lI03V7e9pnfMPXHz+NwuWk2azhVmRd37qV/nYOQa4C/7NzN4OgowzYPSoefxWPncQwMozhN3LEuXvrrTg6cu8Cbrt7Gps0bWU4kicVGEcwMgjPAyQun+c1zY/z9dauxy7Bt3bWUG3Fsvih2r0B2eoH7n97Pl774LlLJHCvXrebs/n10dHXi8YRRghKZbJ7VQ9dS100cLh+MJfnd7udYv2EVQbeXvUcOcv1lgwz2b6BQzFKcXkSVLPr6OlEzBe7fvRsjMM3d4Y30BHs5f26CwXCYtVdeTi2nsrg8zdeOHuWOm6/AJ/lJLqQYGV6P6LPw2ly0qlV+fHiar7/tGoa3XMv0xDj+Sg3fxiEERxB1/CDP7jtOxJPishs+SiqXpNtmoyh4KWgthocGOHf6ED954lne6vcw0tVDTImAB+yCSL1Y4h2PvcT4UuF/P0fOlctsvepa0A2C3gBSxEMym2L9ZZfz9x95PxcX4qRTCaxWDaNtI9w9QjFfALPI8nIct6eP6YkFIrKHuXKDRs2i2VYQBCeZTA7fSDeZ9DJiyyQ5N4do9yIHIhQnpljOZtl5aIJzY+NkFuKYpRL2gJvTJy4wf+Ei2CTakh1veBSX7qRveDVet42SWsMpBPCLbtLzixRyRWpLGUIuOw7ZTrAjwPljJ5E0g6LZ4nvf+gabLt3K9tWjJC+e48DB5ymXqrhlO/nlPG1RIj0zjT/Yyfz58zTaLXzBEK1ylfEzx7jpvXezYXQt4c4Ivf0jpE6eYW5xjnayxEhfH4IkkquVOXH4BErTYCqZYylX4U+/+h2pchGbJNCu1/FrAl2ii6lcjmMXL/KZb92LrgosFGo0Ki0unp/l0Sd3opkqvpFBfr/jSdKLS5TqdXxBH6fGjuOwOTh15hTlxQz5pQw+bMyPz9CqqCwvLGAXRebHxrHbfWi6QFDwMHlmHBMPtXwem82FxxHCJgsEOnuw1QNMjE3QsiyMWo1Cq4TX5iZRKzM1M4XX7mLsyDF8kRg9a4Y5H59j/Nw4J85foJqO8/LhC6TOXuTCuWnKoo5WUTl5+gKnpk5Qqpi4BBfVVI1yvspIt5dXXn6ZzmCIYiaPUdMxLAOfz8eeF18ko1WYOzeL11JopLI4uzup1Rp0yFGOHjlDuqGRjC8yOzlObSFOspimUqkQnzhPqdmgS4SjR2vsvzhGLVnC5Qswev11zE7NUcvXSGkNRL2FqcqsGFxDS2ti8yvMnZ9kNpFCiXWhAa+eOUP6yEHMep6STePsq7spnj7AruMniVerNB0wOzNPPX4RJboKVW2yYc0V6KU2RilNV1pnRTCMx+vnL5MX+PA9D7CcWabhd2MJ/0d8ZJui8OLeV4hnchQbNcqFItPzc3zh618hGutAQqTWqGK0mrjdbsaTcRSXF01rINhlKqUEuqIQL+fweiXGqxIVyyJVzNEW4XP3/Sd4ZZK5OJLDhh4IUjbbNGwWVV2j5A7x3K4xJubHWG7WqVkmzlAPacmG4Hbg8XSw46n9xBdOcWbXsxw9c4gzZ2bQTQ/50iI1o4Zi96B7ZBLpBXSng6QlEtywkbzVQLQE5idmSU3Pc2zfSbq6B1m/ZRsd0SjpdBqt3UYTTApakaX4FK5AJ02nzNxiEt3SEXwKUt8Qj/7qd6SXUuSSs6RzGWpllaGRAfo+eDuSBROFIZSAk1Nj4wT6ImiyycqrtyPQ5viyQbGlcfT8BSaTKWKdvbi7evnKf3yZZaGBbFfo7ejALcnMJNLsnpji4MmTXHndjRy5OE6pXkNoG7jdTpaSM6zsG+Fnf30Sm+IhnYrTKDfQ4wkkh0KhkCfgCWDvX8HpqQl0m8B0toIhNmhWW+SXk5TzFTRLQm+VmS2U0ExomxKmXUAI+Yi3amy8+iY2bN5ItdbA0+tlx7N/JLhyiHpLJ6NW6B8e4cVzJ3CHfcxX8zSENj6Pl5asc9VNNxMb7sfXE2F5aY5Wo0jFULn5mmuR7C6mk3PUdR2pZwWiN0xda1BrtBH9MmVVZWEpRWdvB3uP7MfuCZAqLpFsVdDbbZwRL5bToum209HXT3dPN027h6atTlefB89aBbxBFqwqYkeMoxfjuLt6yctNinqNfKmK3SawtJgi3NWF5QrQM7oJ2etHEnVMo00jEuVk/Dyu0CBf/snviKzaQLKcx+734HZ7cfpCVKji6xniob8+TctmZ9fzf2IxO4M3FqNsOUlbGrlihY0jA9zzH/8Poa8PSRGx+Nu7n15XIPsjfayIdrDv9BkSy1kmpyfYODxEX3eMiVSc0bu+Qq5Rp2G0KdpEQqadZkklVczTsGoMXn4JqeUULo+b518a47lfPM/vfvZn0rpOrlpFa9gp12s4ogHmiiqv7D7GiXNJ8i0RzZBYmDlF0x6gf3gNeV0hnlpm//5XaRQrBDv8yHKADUM+pJqG0wM9l23hjXfeRVnI0Gi1cboU7n18B4V6lragk8jn+djf/QP/+rH/pFyvUGvpWHao63UC4RBPPvQIP7/vhyzl8iBLWOhkc4uvcYecAqlWFmYXEHIWFxNTNDWDhminY90a1GKNWrFI2zLJqXXWXHIZdWqYpsGF3ltJTWZxBWM8/PBODpyYQCu1ybVN/vUrX0dta9j8Tiy7yPnEPD/67o+5/4E/8cz+E/R4AwRjEQRsbBzt4ZPffoQPf/OXXP+5/0FyuKlrTVJFyBWKTGeTCDaJD9zxdna9upe6vU1lIoW6MIGqNqjoTQ7OTvPvn/kO8VSR6dIyh84uAzBy14cw9CbpTIojxw6za+crPPbMy9hkB5reYimbplLKYlVKtBYXaSbL1JoqUwvz3HTNegx3gIlUFr/Xy89+/2fGZkv8+pGn8EZ87I/HmU2lcQkC2XiCUEugkExgOiyKWoNstYDgDdNs6bR0lXh2lo2XXYbX0cnM/EWKcgc/+HmKumAionN2MsWqrVsYGBnm1ZmLBAIBiu0W2UyFulrDrJSQKjWseh2jXsVwuAj2yqSSTRKGieB1s+fAGI8/9DRPHzqOZqhUqwY3X3c1qtKiSYMjJy8wuHYdo1ddzo4HH0VR/CDIvHzkFJsv3cr1f/d+xs/O8M47P4QuSswsJNAcTmoVg1S2zfv/6fsUy1WapkVVbSF5fRw4NUnnwjJtp8jRSonEQhmn2uT42XNIHufroaq+PkNIPpPgPZ/7IbtO3cSF2QTNVoPLNupct207H/rcZ9l1YAKrqGKaJlFLJzFznu5YBE20WCy3Gb08xOf/7SW0DyjcetMlFMsuBns9OBSDTVfewux/PUFzSxtVbdAV8uELVAiMjjKWPcc0ftqtKs8dO8+On36FO67YQBM3G9+yAZvQ5OzpM+w7OsYX7/0Wj910Nbd8+e1857M/Ilttsrqng+1XdzK4oo/TEyne+V8P8NDnPsRApIvv/vcXaVQqyJaFLhj09a3AMAxEq8lvnnyJjCBzfOwLPPiTHyNJEmrXVajqOI2GitfmJRgOI6tVEtU4mUqRB79zP28NhHCHfXRHA8QXM2x7+43MOOvYjNfgd4md3+YRf5UPxJzc+oYNnFtKIph1Ts8m2K44Gdn6DpZm99ETjdEbjjD6treyYmglDiPLcqtEOp1hEZOyKvKLf3k3W3tHsJxO9h96gYpN4ZFDZ3mPNcy2jW7KS0vUqzWu3r6N06cv0ixq6JTJF0t0ODxc1tmPfd1qchKEXSEmC3W2j3Rg2lwkSg1Csp0V/X1ce93lzKeKzKczVHWLgeAgzVoNQ2nixIblspG2VLTsAk1B4IFfPEaz3qKilnnHzVdQzalcuepKFlJF3LFNzBfi2BUP64eGWa6kQRJZzGTJVUo89eocn9/xDf7lhg58PjdmqU3qxHGef+U5Ogf6eeGURaPaYu273kPyuacJuJ24lhvYphcJOyTi6Qy6pnB2ahbdbDMaiuL02gETu2Zn75F9XLmll0pV4njWoJ80q/uczMsRhj0SL05c5GLZYpNNQxKjjAyvoZHIcH7PS3R19/KJT36MTDmBbukgR/j3e+/jD//1EV7Yd4Qbrt3OQiJOsdLEpi5TNXPEumL84Avv57I3vpXpC+OEtm6iWC4xfNP7KE2qLGY1tkR84NAxjQpX9HezkFyibfwfvcgAmgU//+PzHB2Pk1gq8c2HHuaR/XsQFZmvfPkzBAY28uJLO/FEg4xsWIUc8jA2n0HwD3Dbrd+kbOhc9paPo5oKW4Z6CNsVZjOzONZchmCUmM23adZ1bLpGQdG4kBynJxbhxy+cQkDkW/d8md/99QgVw8IVtuP3iPi6wpRaMldffTVSOMhgVy8NRebfP/Y+fvLJf+Ytt1zGcH8fqqri9Hbg8Xcij16OJUkM9a9gYLAfTzTM5bd/iOkLpxkfH2OukuPPv/0Je+77Pt/5/CeoVNOYFpw4O86ZuMrk1DhSq86LZ3dyKnmcFZ3d3PEvPyQ+k2T1ygEi4SBHzp3j1NI8ulsBBExLA0zUxgL3PfQoF8ZT5Gsaa7pGKZSb/NM9v+aeb9xL/6ZbOTpV5Nz0HJ0+L4rPQvQIeEM+Jhay3PfsSU6Y8MW/HEY3NR48cYZXzx1lzdAqVEFg+zV389ejC1QNmUQuw+CqVRydm+AvF8vsiziY33INqqQQdLlpGllqEZFFLc4T+w7x7fdczffvuB1V1/jSd/+Eamh0RYNsvnQNq9b3cXQiQXRoPSN3fZpW28ehi0n2Lc/z8lScl45N0sxk8dklfG4fpmly/yvzrF+3jmu2XcqqDcPcv/sEx44dw2538rMXn+Hw5DSmJDOfWqJZbRBx+zi3mEOixVcfPUUiWyDkdWPJIu9825u47ZPfwNJBkG3cvP1NtMM92B0m++bHyPrA6YxRaQp8/gcPEPV0UMhn2Td+keVsnnytznMnjrPt8hEk2Ybf5SO9KPKdg1N4JTcfvPpyTH8nB6Y1+m0O/nvPanbveZXTp47j7+pAMkT0Sh1RMllOpEg3o0wue3hhfJ6ujm4+8bFPMBAbYCnfxOVQKKSLlFQ70aCLnFnjmeeeRXLbmJmaY24hgc8dwSm5mX1lkmPzCSRdQNctlqotxqcTtDTtb47L16Vah3we6103bCfsshHweFHEJplykc13fR7LtDFaHmPd+supFUokF+PMxaexqQp1tcCc0aThtKifOcn7734fstuLy+agkK+RSCxSa9d4abHKp25ci2gpBHs7sUwb7UoVQRCYWU7yh+df5Nr3fJpNmzewsP8g9WQcrBZaW0dv1qg36rx56xAO2UNNh6nJSRRRRJfgqfMThAYVuns3cdXl19NMzdJoqpi6RT4Vp9pocHIpjQ2BsNvB8Ohq+jt6GApLuNwKzXKRz/ziT8hagYgQ5eZNo0QDXsxmm5Se5acPP8FP7/8H1qz/GnftOoElS/DIf/O1t9xOsKuLi7OTtMU2omHx5K7T3Lh5Az6/C103cbtc+Ds62DcZ5wtf+w6Ti9NMP/4w1cwsXf4wK4eGqeeyFBaX+f7+Y7ScTu68dD1tWaYtScQ6V+CrV2gUl3n8/EVq9g7ePTpMQPHisSmoZhuEFsXyEjtOTfP27+/g+A//jvWBICsGh/DEupCdHuyYFLI5xtMZ7v/Fr7nU4+GK3hjhzg48Ph+i5EAQLTyhKA8WK2zvsjHQM4okKRj1Ah6nyL6T0+w4Pc6WjZdwvV0m0B0j0NGL3eWkmK2QLhf4xq9+w5DlRRtycdOWNcxPL2DaPQQiDhS7l/FcGTlbYvWwyUjXIF3RERR3CMXlQ3a5+esLO9j8xluYP3yGN25+rWHDpsioWguCUX7621/SaDX41L3f5YF7v8zbekOEZAXJMikWK2gGyFKLucISQXeI7v4+XIEIpgiS1iQ5cZ69rSYXx2d505Wb6euNYWvrdCgOFsemOL60yLzHy55TObr8LlbEYmxZOUIoFMTpcfHq4f3YIj0MrRym16YimCKVhWn8lkGlVCXdNHh5/DQ9azZQvjjGTZuvpG2YCDaZ1f2d1HJF/ro0zy9+/xL5Yv1vUq1f19faaRO5zONgaKSTaCSA3myhqh3s+PMPWX3VHczF51jfN0zY42fPyePU2zq55Sz+qAO7ZSB2r2TrZZuIDAwhIGNYIKo23D4dXbMTdlVpNFsoggk1HUNp43I5mZubI51epqunm1DIw/EDe3AXi0iGRhsTtaXSrteplIosJBaRSg2UgBcnbYr5AtmGxoq+bmxhG6KgQCGLPxyhkVoAwYZDkampFl2RToRykm2DA7TqafKT81x15zsp5pbIVevcsP0q1MQYV/ndeKJ+nHY7mseOUnBy53XX89v75/jqPS8h2Hqpv/gYH1m9BpviwGazsWbTFWjpFKLW5PatDWhXGe0ZorenC1GEuakEAw6Td9/1LiRZwKlW6bRJeEWd83sOoBsaLVebUMBD0SajmBbRtknEH6JZzpNMJkmrTTasWodqiAS9PtBB8TowEREMC3/bw/qODh6899Ns1mt09AzR1dGP5fMhixJms4FdVvBIJk67ghMTTzCA5LCjYscdiqBX60jeDrTZSS6/5mrc3T0oshu1YGfywiyGLhGxOQhKIqVaGaXlxWPUMWoNFJtOZXmObetXc3wxwb9vXUks1MWWzgBz84uEQxEkl5226GJfPM4G3U4+k8bt6MZr9+O0KThkPzdeewNHJyfY0N2BjoCnI4wuyLglETSTzp5+upoCgiASC/oQNQ1N02ipbbLZJQwDFL8TyaaAoGNZFpau06hXqJaKOJxuwvYob9vsYLU/SP9l29E1g9zsGG3FRjQQRgsEuHJlAJdiEHYFaZSqKNgwGjXWDg5ScLoo12q86cqV2AwfrZGV5M6dpFg8j+mTCboczM9N84ltlzHS002sb4RGU8XlCTKrnWJj3o7W/j9iPxmGhe6yUdXbtA2dlmbSpk2n3WDi5H7Ozc1x9MJpCHgY3rQVXzhAbHQAWzBGyBdGlmz4vR2v2QZFE0trg0fC6bfjkV1oxRaqriHYZYKxKE6PF3fAR7Sv5zUgeqXGUqFO2OXFbgpomAiCgF0HraGiWgYCYDgVBjatZXDDarZefzXDw8PIbQubJeL2evGEgkRjEQKBCG1MWoJJIBiiVxGoNVVyhTybN2/mqiuu5cjhU7TadirlGrXFaVY7/NiUbjz2AKbgRHYEsPwCDtnN8lKCl/ZN4A8GuHw0iM9rwxcK0qo3aC0nUSSFWkOjXqnicgZotloUSyXqlSqYFpKukUiNIbRNzGYdwZIpFUs4JIuGWkbQBUShhaq2KGkauWoZZ8BHq91m06ZNOJ0K5w8cxReKYQkmTreHhgKSCQJ2REvGI5j0uOys6O557QKIIk6nE8EmYZqgGy1CoW6a9SZ4RFpaG384gl7PY2tryG6FXD7BhnXraakqWi6HADidbjqiIQyzTSAURC0WaFgWoigjmRJaXUNrWLTqBt6QhzdsvQJNF9CsJlpLYHh0JaYAxXwBM7dIsVhCN00CnVF8Ph9+v/81AL1pohvGa+cuKuiZRdq5Mla9AYUSWjrNhqE+AkN9YGq4ggHCPhc2txND//9oe88nu84q7fu39z775Bw6R3VLnZQlW5JlybacccJgMGkYGHIYwls8zMwzDA9hBhjSADNEYzDGBozBOclJtnJupQ7qnE53n5zP2WfH94Pfet6vdtXMP3BX3XXXr66611rXumqIsoXdKYNhUVctNN1C11XqooXX56O1uxch7GXi0mlUQwWtRiUXR60VECUH/mAI0WGjPDmLLliolSohj4dA0I0m1pFcMpHmNs4ePszZw8cxNQFFU7AZNWyyiK6XcVQq7NmyGaFcplapYqhQ13REUUSpVNB1HY9Twu9/84sF3pIimxaMrxY4O59kY18PXTEnJ09N0tHVzuWVHPlMmqHdN/LKy08xfPw1vC4XB46eJRTzsXfvdWiiSLyisnLyNAMdm0hqNc7NTNIVbUaRTXYN9uBwBVhMrrCYSDE/N0OpXEVy2PEE/cwuzLNGVTl86HnmRs7Q39JGIq8QDgfxuh3Y7DIOl4NDU5P86rUXUStlwv4wFxfm2LL7GgKig788doA9v/w5jz38MEvpJBcuTXLbXddTziVpb2ll6WiGfDpFVbPYsK4HpVzjxKmLWLrCDbs3Ej8/j+G38fT5c9jdDvr71zK+muHkaoKeNV08+uSLuP7+nYweP4rotQi0t1Os1jElB2t8TvC7sLAxmlrlycOH2btjPbFwE0++9BoDPT1E7W4sdLKoHL1wDkPRyOkKgw0NNFdsePMqpighyHZm80XiB18hny2TE0QUpU7fuh7KI2fQt+5lbPIYk6OX2LCuH0EQuRRfoaVrLfmlZSoIZD0OAqlVbLpJenGaaFMjdrud1PwSbo+dQ4spaqYd1elhcXUJMV0jKAu8+6Of4PmjB7i2OUqyKvLMI0/glAxeOTHCTLpGU1OQQX8bKbXCiddfYaili7XdDcwslzCdIrm5MoQFzEiQ//jDI9xx9dW0NbbywAv7aW9uoS3aiCUAgsHkxBhP//Vxrtp5He3dW4knX2bLjqtpbfAhpw2WikleePZJruhZQ6ShhcVsFbkhRCqZpwONjVfs5tDD95NcWWS+lEFT6mzqaKPF7UP0e5muVTh0+CgbuwcZWNfJ4VOvM5/KUsmmGW8OMeh1U81UyWWnmVtIcv9jw7RHBTobXSwtLdHf3UZOKTIxtsD41CSW4GLf9dvYMzTI8PgUqCZul8TUiQs8c+AFHnjuBFcOrGWwr4nbrtiB0+7m4TPHEM6McOtV11BWatz/9ItcObiGWrX6ptl8S4osCgIxn5P8apHLF6dojrZwfiRJRVGoqXDDLe/g8fv/k8PHzlJXbTREt3HNzt1ce8UtuEw/kikwkpjkj48/yWp6ATWRYFtvL81+O2vDYaRKAVWpc/zsZZ57/QQ333wHy6splLqdVDLL1QObEA2LgNdPW3sXHS3rKOXznBkb5dL4ZbLZDLVKmZXFJD7BQ0D3sKNzA5vWbkRSNWYXZ7E0nW9/62vc9/u/sn3zRu694waikQ527rqBoC+KXXaxe/s2/vTsK/zlyWdZml9ENGH9hgEaYk0YsoOsrnJsYRnLtCFMJyhkC2h1nc5QmJaOflrcLoaGhvjtSyeoLaex8iW+9JVvs7yyiG6ZyLJEKbfKRCpFbjVPLlXh4IVJAiEZVbShCBbTU0tUFRum5aSrax2pUhlPyMtgU4x2u5uA3UW6ojC6UObqTdtxGHbaw00EnDa2DV0JtRSDA1vYPrCekLOJC6PLjM/NMTM1zFK+hCTA8RPH+OnPfo1YTjH26gv84Mc/Z+TyOF2NQdqcHnZ3D7Bh100szi7Q3dHD0y8e5ML0DIf3P8bFo+OUFIH7//gUjzzxAu+47Wp8Hj/7rlhPgy+AXbKxaXA9N+y4jojfg1+OMjG3yi9++VPcHifDl6eZmZwBIYZWg5pZZ83ajTz/l+fojDjQDRvNDX0MrtvLXbfeRjmb4+yxI8yNjpCYW+LQ6wcxBIOSVqWjZ4B0tcJP/vAIjx98ikhLI/VUDcNmEYs0kDRrDLb3YStLbBjcQiZXIZFIIFpQzuZJlVys7WojKNtZv2E7H33vB9hy5VYyiQpHRkf4lx/9mtXVEsXJON/5h3dxzbY+BltaWEisMjY7w3d//RAL0yu894538t677+DKwR00NzfTHPaTK2X46pe+xFe/9yMSKZV333I71123i439g3hNk3ylxPh0go7uPgqrl4nPjFMwHLQ2t6Grbz776a2NaIaD1g8+/R7cXh+p2Qm8VoyWXplgazNf/Nlj3No9xEc/+Slefuw53KEAN9/6dn70vX+hq7WZqlJirjlAu1Xkhu37WBqZpFh007ypC5/fzfTIDGOLU3S1+Fi/fgOBcAP5TJFkbpHhi9N4BZlLi3NErn8XnvgsYbeH4VcPIXkkHD4filrB4TTZEpYZHLqKQ8eHaWtooSMa4+lDL7Iq1JkzZjl1YIU//vE+Crk8yTPjtG7rwSmFWE4vUVpdQLcsdq7vY3lmgWpdYdP2TShFHb2SI5PPYKQrtPf1Y2o1lHSJUrrI0cmLDA0N4HA5+dwvfsSnnp7hjpkXqCdz2MoiWrsNoSLgXRMBXWP69CW6h/rJZwqIJQj2rUUtL+L1BvjJAw/z4R/9F8u/uo8gAl6vi3Rmmdz0Cnm9gInMyp49LB88zAd37+CZI6e5/cYbefXgETraezg2d4479txGUJUAGcFtUq94mZ49T/faENmiwvdfPMqXb97K+s1bmZ0Ypis8hBa0kOUAFbOAlknywC//yEDAjt0fICJGcAYkSjaRgMdHQzTKK8oyH7zqSkqSh9bmKGYpzyN/eIHtV2zktcPn0QWFfTuvx+n3kZmIY/mC4BSpFnO8euY4UqOXj1+1i1KpRFUwCDvDCIJCXRdZKmV54vmXuWZrL4N9V5GNn6Nad7PxytsoKSl8YTfnxy/TtbRCyzV3I1kmAgb5rE7EZnEquUA1W6Hng7cRME3O/Pi7bIn2kKeAUVOoxDOslleJrV9Lw5p+cAWZPvAi/nCISHszTmeQIzPniZoSrX0hvGIT9YU4hbxCppBk/dbN/O6pP/HgcJK7brgWhzuEUVW45bo9vLL/RTZu2khdyxNuaGJh5Sx37Xs3lcwqrz/8DCWhxjVX7+T4sbOoHok7t2/B5mzC55MYP3mCbE2lf2AIp9dJ/8f+iXiq8KaKXW/J/fTdb/3b17Z3ttERC3N6eJaCVsRumlSSWW7+mw+SFKZYPDFKuVhgtZDEb9eYuHgOwVKQgiI5USSzdJaB5isoKnUsb5REOsPC/Ao2h41SvUYyn6ZYKvLCU0/z7PMvcWl0gpjfw1IuC4KF3N6HNj9NNZPBEEwK+RxdzS3k8wRG76sAACAASURBVDnymQxqKU6hWODSxTP87k9/5tjkKXwuEdMlUiinWEjqrCaS3H79baSyGfLLCYINYbS6hiibvPbSSSQU1kQjCA4H7eEop44dxmtzULcZ2KoSTlkiiAuby813f/VzVElk6+B6ZicnoaIy+J6PIB8/yMN//QuDe3ZQzWdpXruZ4mIWm1rjwqVL2A2RjuZWTlw8j1paIZ/MkltJo6pOevZczcTFM9QLaR56+GGSySRy1E+hVsbnklC61vKJgV7+fPQ0V1x1FUeOnQOPg1IpR75SZG3/ekSniqwUUIsK+ewSqeQiMV+Y6alFtt18D2J+EjsSh/a/yJU3X08xkaOcyyK6vUyn5jl74QIDDWs4c36UW992O8nEKn39Q0hVAdWq0O3ysuIyWBNp55W//BXB08A//uhh1rc5ODSTpCHkQxc0avOLnBofIRD0kV9dQdPKXJqZZWtTM/HFRTwifOGz38Qe9SPVShhlnWQqTaM7QrUwjUeyc/b0MZKpLNt2X4XfHkMp1Qi0h6kuLzM5Mcr8hUt899+/Q1NzA7XF87x87iRnps6z65Y7WaoVsIZPYmEhOW38+ZnnsHnsJJUStUqVmNuL3+1hNbWMWxMIxwJoNY3GDYOU3Qa1iSW8dg+lQgXDbvGlH/yGa3cMMLkcJ1URsNtsNPl8zE5N8+LLL3HDXbcxOjtKrLURo26g2bxs7l+HAy/JeJKZZIZKLkfVrKEbGk7DSWskwlJa4djYJJl6lf51Gzh38jRPnxvlC2/S/fSWQP7+d77ztc29axCwCIT8RFpbCDd6KVcUvvjjx9h5TzsDoU1kCnmc7kYuTF5ElIPILhDsAkXZRV1ZpNnZjWCzIfm8qJoDxSHictgxBBvF7AJGrU7v4AC33HEXk7Nx/D4XyVyWWzs3sBiKkp44h9MTYmZpGpfbS6WSo1IqYugaQ/2txFfSmA4PV12/j1xNwS5ZaG6TgppGKclcvDjFtVs6eGb/QbbvuRqb34+IRVWt8pO/vsL2gSFsbh13qJkLE1P0btpIuZClZkgohTKBaAin200dnc07dtDZ3cV4chlBNHFLdorrdhCYOEP70FqaNg7hcHmpZuIUCmk0yWB8dhqHT8TUBQLNzaiGhbe5iUJplS/84Pfc+XfvIF1IYhUzrB/ajLchiFUrI0k2arrGbw9n+Nh1Wzi3ssLDjz9DxNfMC4dfZ/O2DYwnaly1cQjDblIvVqjbWzBQUSwLv1dgKptg5ye+wtLRvyJZOm2dgxh1E58nhqRWUEyFaq3O8IVLuFWVvFJhOrVCT+86cqsrmG4XhmTw9HyK7oYwWq1I98Y+bLKTdRvaODy7gKTqNISCNEaj1GUv7WvXYwE1TSSbT7JcWuWqjk4UdBRV5dZ73kZ7QyOqR0arV0kbdRpcXhwhF4pm0Nw5wJYrrgF3I4m5Ecp6HntbjOzoFK1tbUiNPdyw62bsvgDnZy4SvruFxh1eYg3bqKQypCfOEa9VWVxepbu/m0qxjNMFJUQ0UcDnkBFlD2okjI6E5BaxIg28OHqC2nKSkE9A18ATibJ+TQsPPPUie7ZtotrQjqWZgEW0tZnWzg4ee+xxtm5ajwuZpWqaT3z5u3x4704qSonG/k4SxQz5whJIDnQgHGmkUqnhshus6+snFomRyaQolko8e27sTYP8lv7IJhZ1A6qmwamLkxiZGk/8+Xl0UeDTH3k7sr3Agt9OoMVPJj9PSGrBqVcRJYt8RUEQBAzNIGXO43CLqKkkzS43vT4/do+dkmoyMrWIPxTktUMn+Oevf4vpy3PMxVdwmhZKKocgyNhdMscPn0J0WJRNFd0mYMkCFU1h/6kLWHYHl8ZGGX7tFMmVEpPT8zR1rSPgjfD2W65CsEmobi9/+7lPoVk6i/PzaIJFPp+hVlf4xn/9gmJF56XnnmX1yDzxs+OUFBVRK6HoKrphoLtFckWDZx98kSPPncGtCMiyjOmUkX1uGtY08LWv/5QP3nwvxWISXYRANEQpk8Ep2ygWyhw5fYQHfvgzpg5d4uHf/RpVUUhbBtmpWYrFEtPjsxw6Ms7URBxdDpCvKOQ0nb/f08gXvvsd/v7tt3Hr3j2UzCw7Boc4df4SW67/ALVUHpuio9gMyrlx9j/+Ig/e91vSSg3DUihJdlRRprVriMz8Iv/6rW/zb9/7OiWPRKZSIZPOs6xo2P1efLFGtg1sRsOBFQijClXcfj/f//1+PvOt3yPYDCZHpvnCNx/ilf1TTJ2eQTFsrCYypNJ58vkic5fmeP2lYZZS8xS1Ajtv6OLA955htlTkK399lZefv8iffn+APzz4BJpmUS1UqDVuoFhIo9SLzF8eYfLkGdRCDk8oTLC7E8XUEWQ7iVwOTzHBy8/8lVo1y+DubVTlNPV6neT8ApcvX0D3Bzlz9ALPvn6SeCpNtqpQq5s4ZRm310lWqTCXyzP58lEefvBRRFFEs4skpha5rGokNY2spHPihfO0hVq4ceM2cpUcRkMTillHw2R2bprk/DybetfhEUSW0iniiTya6EVsaMQdCfPs4y/wy+/+lr++coSaUccQRcqVPKLHTl328Xf/9gs+/8P7KUsynqAdS/wfMk3UdZN8JoeSrdDfGqKYXmHX+gFWkHEFGrFq32RycSM73/PPePyN1OsJBBQsycfSkgCyB110cPz8Cyh6GadbpqIVkFwSI6OzTM7NY2/s49Dxc2za0Mmapghd7Q2IAti7+rj7kUeRDAOlarJmbSsuzYlZKmIYOsVSkaJeJ5HMc+DYMXZuW49aTyALOTytIUpqGn/Ag4SIS1T43Bf+hTOHD+CzuXBgoGkahbKCLNmwBSIMz+fYtGEj/m4Jmw18/ihPjxrU1QqlUpFMMotuFbn9nmvZftUAqqlSqCjccPft6LUyNt3ie+/7EI/87D7scROHJFEsFyhrGhMLcUYmJtk4OMCH/+59tPXFuOvmt3F6fJkf/ODf6RjcTHPPZlwDQwiOAkY1ialVKao1ZpNZquUakY4uLF3mWw89h0v2oLgipOzrEQSJ6aXL5OIz+CQnPqeTreubeNfte1GSeTZ+5J8RMfnmrx6hWC4R62jl05/5FJ/67GcIhUJEIhHOXl5hppplNZkg4nQwdvEM9mKJpZVpJJtEOp3BUDXOL5SZSqhIHpEv/+1uutr89K5pI1PWKFZVZuYWaQsFcDlUWiN2PKLMcDxJc8xNxdT48YFLVFSZh+OztHXYuPuGvZyZnGCZAIZHZG5+CpdXJtrcRk0wsXllLI9MTqqj1lX+9fd/YXz6MsFwMze97W24gXu+8kuy0wKKXkO2O/A4IywbsL6nmT0bt1FKZckUC8QLZc4uLrA4v4LL5sSZynP1jp3ctHsbK8vLvPcTX6OqGvz8D0f45l/PEJBsrN/bxUolTVPMzdEz09yy90ru+fBHmJxfwe1yEQgE6enpQZJlRkfP0dywFtEq8M6PfQHDqHDD1j5u3TvIzt615DIZCpkkc8kU80txKslV/unua3nvdTuQ8lkur+Yo1Wr/MyBbJswrOvPpNJ5AiJ517TSsieDqXItNDFOvaeimzoFTScQtHyJfrVIo13j0mecIXfUpZFFEcgVQ0Xnq0G/xAE5BZSqVJyM6aNx1C9tvehdZwYHP08Tdt92NKMiorgAdm67DVFQstw3TH8Ip2tCVGi6bTDZfYimZIZnJYooyhsPLzEKacGMnoUgXTx+cJZERCHk8gMUnP/t3fPD978QfibCyuoggCARdHnweF7qpoSoav3rkOSr+dqKxNegI/Ov9j7P1+s8TT+UYW55iOZWgOdKAyybS7PTQGQqRyWVw+xz0trdwuZgh06Bz9twRHFGRTCJJSa9xZnKKdkcQVXLz2pnLJJNJGoMxksk83330OP/ri1/HZpPo6Onj+ESSXtFHe1M3s8ksc8kSuUyZrp42FE1h6HPfQXf6ycS28OjJaSp1hQcf/D2tgkQhWyVbKeF0xWhfs5HuNet44eIwclcfNizyhp1//P5PkQMhmjs6CDQ3cvLMUeZmcxxZSGK5VC4X8/js0BDyUTKyrGlqRDdNIq1RDBNcgs5DJ0rML5h0dw1y8+ZO9JpFtiby3V//iZWFVZKVGmGni7bWGCcnJzh6QeHtX3gFU9NZmF2mYqikllLcsG0LuidIRhX5/D98mS9//2fkCxWqxRzdjWu5Zu8N1IoF6qKKYIlYlsWLCYMP/vQRPvCdb/Ljx37PQy/tx5pa4QufeojMYZVgYwsdg0N0btuDFvSimkkikkxPc4xgyEuxLBEvFCmlsrSv70QXFRqbQvzzQ09il0VODOcYGOijUNcxb/0UYqiDZlcIwxlheqFMX9c61vSux9HcS75aZ34lzpmRc7x28hC5qswdH/gYEX+Ai/EkBy6ME+5o5t53v5+dGwawuWTiNYF4Ls7sagaHw8FgSydv27qFgMNOxtT+5/KR2xuj1u8/+ze0dLTR3NKOITsx9DqWaePrP7uP5ycu47A7OPTEEyhLeVZWihQKK8SzSV48cRwrd5x/uuNKRIePmkNiJZvF6XSypiHMysIMP39hjM+/+6OEPAH8A4Nv7FnKrFLOJJgZm+BAeoVaJsnGhibW9A1ieqKomTQuj8LyVJzvv3qab37gRnrlALENmzA9DhYvniWxNIMgiByIF7jh/Z9kbK7KlUNrUTJJqmoVv8+BYDiwO1x0DYTIrs7ilyTKiRnq+RJqKUMmnUKtlHn0xbPcuGsDfet6Cbi9qDUIta1BsLs4OTPCuk3ruP8r36G3IUosFKClpZXGpibcTTHKmTR/OD/Crmvfy8ryRbqxEQkGMQyDmmzjj/tf5wOf/CKP/viLfO7vvoTX60VVVTIrCySWFphPFTg/P8OhM4fZ2NfN1uZWVkoK0ViQfVsGCMouJmaneSVdZFPfWrZtv5m5V+/H5w0g+jyIWPzyt39iSg3j8dr45D03kViYp7GzjVJZZctgL+Vslv989Hlu6hpi+6YrsEoVVEElX8xTKhRp27yVnzz4S9Z29LLe72P9lh342hpxB5vQNA3L1FleGOOVs9NcvamPlu1XYNkbkJQyjvQ0T/75zyiCztjUBC3VGj2d6xBki0AwCEoNsamdw8nLbN06iFRowhuIcun8Sfq7e4i2tKMVclRyKVZFkyeGU9y2YQd+h52oXaWzI0JdFHAHvcxW4Zn7v8Kdu3cSa12HWzcpFbPoNYWJSoGLmSyeZIpWjw8JgVhDhFB7H6rswx9q4tDpY7x0/gxdDUFC4QDIfqqFEkGfF5uhMLuaYt/udvxCGNEFxaqATbOo1CRmV4YZWSjRtmUnxrHn+Mid1yM7/aDXyK0ska3V8beu43t/+itofkTTYufaRu64YQ+htgakLVdDrc7GTdu5MDH73z+iKYkiCE7Uag1XYxvITrAsaok4d+zdxXOXx7DZ6mDqKKUEieVZbJKELElsWD9AE1CrKrQ0+GgKheloaMblsJNbSeIyPHQ2NVGuV0FREaYnsOxQrdRIzc+zkEkQi0axO900hz10tLVTN21EulqYvHCKakVFK6dpjHipreZIXx7GFQ0QlCTEgJ+jw+N09A5S0YP0NLmwaiY2wUbEE8E0VUxLQlVUkETOHX2NPTuvQakoSDYZQ5QREanWTW7a3s/atjYi4Rii4MDpEVm8PIa7q4N13e00tm9AU1WS+TxBn5diLomulokaNfLFIgOdbZw5+BzvuPpabEYNpV5HNCy0co6bt27jF9/+On2tzciyAwsDVauhqQqFUhnLNHDZnDicEn7TYlt7I02xJkKhEHXNIL20gE8WsOka1XSCU3/5FY0+GW/Aj8MfxDAtPn7PbRxYyDC5nCPskOkeWI8vHMRll7E5nKgrWXpaIsRiMQxBoK4raJaGLMnoqk58aozBtm4cPpl6Lk+tlEPKSuQyCfzBKGZdQxJlbrzldqIeCdlmQy2tYiunUYpJNm4Y4uBrh3A5wKaZGIKGz+VD0xX0ukbELuKQbEzOzHJFNEppcZrBthbcokots0ytXKVaKpMtrXL17ttQ0hWkWp7O9gh1QSQSjWB5I9z/rU9zy7YeApEmDIcTxQmmALpRICTakRZWCMgyPpedUChGOpMHdRZn3xZEj0Rj2I9NctLbEMbtd9Lc1EGhUMRQNWYXMgiGTlOoDcoqK9kcPS0tLKVyaLpCS8M6EitHuHTmMG/raqNeSLE6OUZraytGuUzY4ya/MI9ar2OjimjZWFiOU8lliTq8aOPnMU0Nm/Tm85Hf2oimrmFK9TcCuA0LBBXTqGGqCmCCYGLoBnqpiOSP4I+GMWwyTkkjfvkSJ1+/AHYnol3G6XQiSRJ2u51ssUAmm2V1dRXTNPEFQhg2N7LLRVN7Kzang2pdIZPNYpc9SB4flVoNT9BLqpjHE/Qj2EU+/refYHZ6BdVmUtQr1CwbsTUt6LxRiJqamaapowOPxwmCiWVZVCoVaoqCplcwrCKCLmIhUcutgqoiC6AaJjWjjOwUUBERqhpWRaGUTVMr5rF7ZNbu2AeZOk//5mfIbjcOhwNN0/D533AB2XUQLJiZm+Xd1+9DkiQkScKyLAxZxJJtqEaVrRv6WNfRjE0SUOs6oihRKpUo1KsUikWamhvIJirIdjt2u51SqUQymcThlCiUM0h2GxUD9FKZcGMYm2zhDgUorcYRVB1nqJGmhij969cjyzI2nxvJNCkW85RzOSy3jZ51G1hKJtFqOWSf8423NwycTieCKBJwBsnOLiJEQhh2CW80itcfxBsIYnN7iEVbuHTpPIZVxdIFDFcEK9xJKdqO1xXAYZMxDAvL5aZsqgiCiVLTkD1ekMDURCZHThFPzdLU1ka0IYYzEMbt8+O0u5F8EnLd4Ogzf8ZtN4g1RpHcPrx+HzVdRUvN8ZH3feiNcceqglZTwDRZLeXIKhVcok7AH0WSbWiYKJUqHp+P+VqSPzz8Y370jX/E3xTDEQhRVqvYvSEK9RpVQ6MmWIhuN7LkIZ3NoXlthJweZlZWSGUzXBo7wdLCKJt37EJNrZIYHcUmO/B3tlI0VUSXF1FwIDskOrq6cHh8tHR1cOXVVyFHw1RtAnIojC0UxjDfvI3xLSqyxPhygsV0AZc7gNsbwOV2Ywgy8VQKX7CO22nnxKFnGT55EingJRpopaupjWs3b+f04TlyJZ3KzCotlSJqIU37uk1UazoBpxOHqlMrlXjo+FHsWp2hNe2Mzi7T1dNE45pu9u/fT+e2nZxfrjKbLrPL5WZ1Oc7ZC+eoVkuMT2f4zO61HB89RzybQ1QMOjvbOTdziVrZRcbQmB+9SFssxCsH/oxdq9ISa6JYLDAZH2Pr5psYvLKfM5cusTozQmdDKw6XyAsvnyTslYkF7ASiaygaVSIOmUI6jlLXmZ5fIptfYWjPTQyG93Dh2AVOzk4hzHloi6/gsQlk6hfo725meHKRqzZmUWWT06+/QntTgEq+zJEz5wlEWujqWcu8rqC/tp/WliY8Hh9TS3MouonT52A5kQObTCKf589HD/PhW27j4NmzaOdNNvV2oVTKpJZX8DhkRkdGUPUi77Tb0XRIzp9i44YBAi6Z1w8P0+vdyksnh+nrbiadydDd1kNPRwvi3AJNoRClusLZY0dRSwqxlhiLq2mcXj8+t0xLrIXx6TEmVmfpXziP3+/n1NlhNmy+gvU7buTVZx5l13X/wfyBJ3jkj0+xaTCGzRmisWuAglWjRdeZr9epOP28tv8gO3Zu5PLYCMuvZfmb932Y+aXXwRbm+ZcexaFqNEY9nLk4QV4x6elqYN+1d2DvamN0+DjnV2ao13Pc+fbbqJgSV99wEzVBYVFXEOaXWWv3kCgpnDw/RUdHjB1N7WwolziXUDh3eYpCrU5fUwyXL8qFcxfZt/d6Nm7eQuDEGC5Xlf2vHiTc2EJfSxdPHTiAaZpsX9PPmYk5GsISEbcHLVfl6KFDKEKNK+/6AHLAz627r+XOJpMjp04zmjA4feY8A+1hRMlk761vYzGRRs3XWFiZ5tUDT7O1q4m7r97N9EO/YWDPdsy3APJb6iPf97OffO2LH7ybdQP9nDp1mr6hzdz+jntJVXIU6gJJaRabw+Dcq69x160fo6u1B6cQxDShpits7rUxtGMj1bpGuWqjpa2H0yNxjg+PE2mP0eoPMTC0k0ijl7HTY3zgc9/gV7/+TxTLRmJxmuRihne+/TbWtK0lEghhlRVESWZ0OcXOLVsYPX+eK9ui7LxxH+5gkJX5Cnuuv4XXTgwzlU6yvmuQWPd6bIZBYyRCIVsjGmpmeSVBJNYBeo2hrVupV2v4TJFy3aDB6SQcjdLeuRa30+Tg6VFsWpWl1Qx6oYRHCtK+pgtfsAO7YSfQGGDx3DnaWztx2bzY0fGG/Ag2H+n0PJ3tXfQODFLLJ5idmKC3ayu5RJLO7k78Ti+NoQglpcCaSDNHz57muiuv48Crr7Nnxw5kQaSlI8SB4RHu2reLDb0bmZoaY3PfGkbjRS5PjnLFph187cFHuWPXRtobmlnb3U1tOY097OfhJ4+wc1Mnk4k0MY+XKzYNodtdtDldhENhzs8uIQgmXU2NNMlhNMNEM+1EfC7WrR1E1nUCYS+N4UYsoc66vn5aWlvJz6YY2HU7Aa+H/s3bES2d7bv2EmtuwRtqY+LSRd732W/wm5/ez/Hhc7Q2NiCWsnSv6SUUiNHX1YF7OYujKcp77n4HseYmzo89z7VXv4/hkREM1WD3rttwSkGaulrp61lPZ18P03Ml+hrDZAppbt37Nnp7hrj3b9/PjsFWDg6fIxKTSCQsgu4gQaPGhqFNxGwOLMugmFqkWq7js9vojkVxyA5CViedPU1c2d9PoGsjz7/4DC2xGHZ3kMZIA05Eoq2tdHa047HZOToxTGX+Mo1eF21t+3D53QwNbSAUaWNxfBRnKERYzdE90E+z10mLX+bO667htZE5Xj56lNcnZtjc1ofd0AkGGsjmVL70w+/g0EU27d3NfY8+xyc//dk31Ud+S4psaAZDrYMYLhcZzyT6cok/3vczRIeN3/ziMRx+EdO0eOi1ES49dJJMbor29m5WUkm8gQi6tkp+6jIDnWvIxOMkZmfYuamDHRvayKwucPj8IsmVON3dGxjamsUsKNx757vZPrCJc+NnqVrTrKzGGVjXhq1cxGsZnJu4wIfueTvJuVnae9eRz6ZoTlhsa7uSDXf3kkyV+JePfxYhr/Afzz7N5JmD9L7rI5RrBdb0bsJu83D1VU1UFAlBtBBMgZtuuYPc8DEcTjtnX3uO1tYYumlSUxx0OgNct+dqaoJMZSGDaAvhdThwWE5KyUVam+3kKnWGvH76O/xMZATuvOUWykYVygp/evQv9HavYaFc4R13vRu1JpAPRWlraiXsdnJyZgJdldiw+zoGt1yJWjRpa2whG1+lo72ZC1MLVPN54ot5bujoIds1SMgjcO++PcRCQWZmRvjie99Pq8/AbbdTrpcQPEF61w7x7X9eh8fp4JGXfs3uTVuhWueKYAM2t5u6UmLttWsQFY0Li5fRan5C/kZokfB4fVimjGIT6XYFGFmcoVws0N7aiS/chL3TJOILENt9M2qqhGaVcTpFaquLODxBro50UxUttmzsR6+YyDaDZFFlQHQhiw5yFQ3NFeX9t97CpTPnWQ1NQ92BIFvcef1d6HUB09ZEQ2MVZyBAMZ9keXYKjQAOTxP33vIejpybpGNTOxfOX6ZUXOFc5iBDgxauaAPl1ArO5jYcNhFPazPJlTh2V4i8vsS2tjUIFiwVksRCNu7822/wiy9/hum5WQory4R3baG1LYhWrlAs1Gj2hJFkkfn8FEW5mX+49xMoYgKX4MSbC+I062iKhC8axqjppPNpCtk8LR29jJ66RNvabXzgLgMQueXf/xNLMvnGpz/JL/74JHlbGENqZN1dNyM6Qojim/8jvyVF/tH3/v1r77txF6n5eTKlGm1ta3A3RqmtpvjML39Fy5CAKJrsXXcFR55/lQsXJ1hencDjd1DXapxdKNEirOL3vLG8Pp0qkFldxqrXOXHwMvFSDX9bG4nZaXLJCseOHiCeXsFOnbPzSyytzrB54xBej5/4UhyHKWM5nfjcbsZHL/LUi8+zfesAydVZHvrdgzx/9hy1eonJsUskC0kuTkyz+brb6ehq5dyLT7ASX0UrLXL06CEw6vhDHtp62rFMneL8GKgGpXSSsUsTdLeuYSk+S/eQh9yiQndjB4al0NjZyMrsNMEmH8lyFpfs4OCRk9icIvFsimIVIoEAucvTZHSLgX134LDb8Mkuhg8e5IFHHuPi+GV0wSCTSlAzDGaXk9x2w83IkgtLMJidn8ZlQb6QZz6R4MTYKJrNzraQm1hLO3qtjqxBIh4nWcmyUFLIJBaJhoL8+nePEexci5pL0N3TRyWTIb+8iuyN4gz6uTw+jGJJfO97P2TPrp0kS3lyhSyyzYdm1FErZZan5giGo1yenECpFCnrCpZRB48Pp6owPzZKR38/0xeHcbod2Nw2hIAHh8PD7Mv76fjYZ3juB/8bQxPo7WyhqNcoVnKU6ipOS+LMpUuIdpHhiYsERAfT1TmKpQyXZtL0dw3w2rNPEAm7kFCIL05hc1rY/RKLKRNlfpLVdJEnnnuK3mYnYwdeZv2eG3FFnPz6vu+zvf9KphfmqZoSLq+fbKmO7HSiawqXx6eINgbJpDMYpkiiVuDgM8+RNgzCbon+a29kdXEBFJPRyQlc3hDjoxP4fD7mFleZsxR6GpzEAg1odZXlmSUiTV3UtFVqVYV0aoX2kBuv28vZ119najVLLpNifnqS+VKNIxPLDHV0Mnz+PONzi/hjXm6/7ipO/PxXtLeH+Jef3M//+vI//PdPdtV0nWQ2R0k3uDQ7z8jEWRIjF5hJzjCXzaNrIoYu8k8/+Bzvev9t+IMmUwsrOBxOZqdH6OjvQpTdZEoFim4T1eck0BpkbGIewSNBtJFivYYz4KVv2wZGfAf+FQAAIABJREFUJqeZTcRZyiWwXAKe5lZ0BEw0TK8HtbuNvClSqFbRRYuLSRNFUXA6Q9z43nv56L0f4MDEGDOmyPMXhvnFC0ew2d1U8qsQDNHYtQ7LE2DDlmuoiwYmxTeKYCIU8ovUHBau5k66BnpJ51ZBNKnEUgSiXhaWxrF7vRTKJSJta4hnFBojYSbGRxBlkWqtjiHbcQf8BFvbyFqA20Zk214isVbmF+fxtnTw8c9/mg+954P4Qw1UJQ1/yMfEapzU4ixLS9OU1QKBkI+UppKrltFlO+W6RdX0MJpd4sz0KJrHi+aTyeg1VMNEqut4/B5cIQ+79u1g1+YuOjdspKiWwCeyZetGjp0bRq8qxLo30Rpq5atf/Sp1hw1TFHht7Dz5iooh6KwsLxLrXsPl+XlMU2a5VCHiClIR3QTkKmlTwdPbTUXTiPYOAAqVUhZR0VByScID3Sw8/jA3X3UDeUVlLrtCoVjEsOlYLpOsoNAyOIA9GmDTddcwvjrB1PwIlk1gfGKeF/Y/SCAaZGppjqJhIslvhKFdPn+WenaZHVf088zhF/j8B99Nx5b1rL9iK5fHjqP6Aqxft57pmXG8jU1YTplkvsT8zGUk0cCQXXQ3NpEpl8moVV4eOY8g2rjjPffgcnmweVwsxuMg2SgpNXrW9uILeYl1tFKqFLDLMlp8lYefepViKUPFqFOrLLL/lUf53QMPEm10oYsKyeUVEqkV4pqd7r5u8oKBr7GZ/WfPYNhUKkqFyUwKRzSM32NANUOopwezXqZUKr1pNt8SyBVF41sPPs5//f4h3nndzQSbolRlWKlq//coSbJRC0gcHzvGV7/9Y3Zt3YVh6FQqFf74p5d5eTiB6oBXHrnA44+cpLJQw+FxkiuZ3PSu95FNFjFEWF5KMbKaZDZRJRhrxhmMsazpZLImotND0Oli6cQFLp0+h6LXyJRrZEoal1M1lksF2ltacXd0Y9ZhbHQCn8fP//rXbzOdzrMQXyEQCBAKhxE0G0ga/qAPU3+jpy6IMopl59EHH+Qb//h9XnniHKlUAsMUqNlkUtEpikqOQjnNSw88SXE8iZ5ZRasp2L1OTAScTjtjM8vc9/zzfOBz/5toW4zpdAGtXMdCw97kJJPPszQ1S7lWxi+K+OxeJmamwCFTqFdwem0UagoTF0ZYyKUwEKhjYKki1apC0BeilC5z4OlXeOTp5/G6PWiaRD3kIFssIVoibtNGLaOgreSxJDu5UpYz5yc5Oq8zn8+iV3KIVp1auszw8DAzq6u8dHKF7iu2U9fAFYkhihbOchW3qhGL+LiwkOAffv0rZhJxyqk08bNzTLw+ysXXX8K0S5RVhWLNTjo+i8cTIdbayEN/eJxqrYjN6SK2/kqWVysodUgVi1TjNVKzRfb/6UU6entxeEQURcMW8LOcFYjnJyml4ixMXiKTmaZeM4jnsqgVndG5Bd519TV4XU7sus7c9CWeOHGWU8cPc+nSec5OnGDdUA9iJoWtVmPbYB+lTJ5KWeVEb4qKatIYbuTmjZvwGSannnqWDreLbM1iZmGZfKmCbDP59x/+hp/f9yceeOAhKrUq5bqOTZKYmRh/Y6PoymW2br2Jfbtv5Y477iKTVEkViswtrHLpwgTbN3dTSucQdIlMOUdK03HxRsihaQhMjY0x98o5vvjF/4eu1mbqDicWbz776S2B7Pc6WdvfyRwC5xbHMEwByebgRy+/jGEYmKYBgE21uP/EgyxlRwlHwiQTeXz+KGNjF/n9/hNkFxP4fAbvu2MPI9NJZqZzNA70su/tH2Js8TIed5iA3eDKnmb6WoIsxNMcm5tAFgQ+8s0fMXxhFNkh0tjfxDV7t3PmxFH+z6+fQrLZ+fOTBzhxcYxaIcHI8RcI2U2CES/L+JgYn+Y3D9yHKTvxun1UyxVqVQOrruFzu0kmF//vXYfe9je88647uOdvbmJoRydhr5+xhThm2aAo11hxJzAVlX13X4WnUaMxFkat20mtZCiVC8xnCkTDHvY09/Ke7Ts4dPoYe9/zOXRB5c9/+B3FnMTate10t0axSSqKUUbFItLaRXxmiX/8P1+lVi0RtNnZt2cvIYcbm2ixspxCN+pomsZn/+sxGiMy3eu72L2pn1fPnOTMZJyPf+pbnB5bYmL8Mv1r2/AGZERXjVJigdeHL3B2soxhCdz79z+mJeTF7ZGJtvhpauzC13g1iZwGzjC5Yg1BFMnm0uT0IqJLwNAFHhs+DwSplQQaQkE2bunC4c6xYUMfqUSSdXvv5u5Pf4WFuTo1TcPt9vHBD72D1miMbBU++sWvk8qVWVpM0B5owGWvYvdY3HLrLrJSApvkxGYTqZl7OJduRbV1s2nTPtqb1tHe1o8rGGSobxPFep3lbJ0NWzfi8drxSxb1sIe/HD7MiRfPMjKW44n9J3nfhz5Ka08PkaCMIUhMrsxxJpXDF3JTTBWxEHH7vDjtAqYkYJcFarrIOz/9fa75wPeYnM+xb9c2uhvb6elYw9JKEkQvssNOyTXIx35+mYpsMhO/iFksY9lEEukVZgsKc/EkOU1HUjXWNrVgllLsvzAJlg1BkimVSgS9PtZ39rDp5s18+5tfp6CXeedn/h7j/+Ppvx1k0zQpKhkkw+CPrxzC53Cw4/2fQpXqXH3XVuoK1BWoVU1qusByOYMomAyPXOTS5CQ2m40b7ryGrfd+nF1X9NPUEqCxLUKlKczWW+4gGG5kOity5NwZsMm89213sbF/gISq8eqrEwimg2wN3K4QiVQOv82LYkrc808/pGa+URjoiEWZzld55sWDJOcS7N16FfVShWPDU2TTSbR6ic997gssLCZwOD2EY1E8/gYUWaG5rfv/v6vNhrdnPVv6NtLV0clsNsVEXKGoR0C1YURyzLkugcuOQ/Zj6U6Onz9I28476dz5TlYyBXqjLWzbMsCuG4ZYcfRg6AIul5tluZlcOY0u2PDHmmn2RAgEG3jl2CleePlVbJLAckGhpP2/tJ1nu2RlmbbPVavWqpxr166dc+/OuelAjgoooqIiwhjAMBjGV2Z0zBF1GEcRFAUdGQVEFJAcmiZ2zrl3zrtqV85hraoV3g/8ATmOmV/wfLqO+7nvK4FmsVBQqohag3pFp97UKasWTp8bIyfIPHciTs0wmKpArGwQcrj5yte+yuvnYvzs6YOMnh2nsFTC7vWyEEvwvV+/yZMnRlCbDUTTZOj9/86P/vwEP3vkcZ548XWu+OCHyWcLfPKL/8rAuq0kSmUskhOxCU7Rw7/+4TFyVRO/r515zxYm5ibwh3rpX7cRxeYkXTbRHREigQhbPnobd3z9bn774EPc/9iLpLQaP/j9n2loJh//yf14OlvJ1Mt0Rdvp9rgwdZ1EZQlVVTEFk8nJI1SrJc7/1A85XWuwsDTPiXO7SaRTzJ2b5+eP/YXH3trJK68epFGKkZLT3PDjv9EYLbHv5aOoSo2GLlIuGXzmq//OUqXBa/v3M5/WuOTj3+BPPx1HWfceikvT5BoqZdXE53EwWy2hlOv4PQG0Jmz/0BfZtHkT520b5l1XXkipIaM4+zm44CKvgNPM8aXfncDVM0hWy9Os1UioDb79nXtou/pfeHW8yLcfeZW/HTzNEyOjFA0VvdGkoTew6U1UVeEbX7yFr9z8Oew+O3sXztKxvhWL+I/D852laPpd5qv33Uk8Pos7GKVsikTsAWyhKC/s2cc9P/s5H/yn9+BMjPP+zetpX7OSpkVCMEGtV7j+q/eyYeUgH9++jLWbNmNv7SR35gyjU6eYKVV5YjTF5StWE2xWWNezgvXnbaWkW2k7fwsoOvrSAo89cg/Le9oB8PhD5HIFkqlFYvk6zx45w9rty2i3Wenu6SeTKWGR7Di9vThblvORD73J//vsWTaGbXgtdiItLYhuJ6W6wny9SbC/lbmXjhKt1wm6vATCQex2O1VVpZgrs38pycl6iZsv2UJvqB3DIrNULNDq9yIqNWKpOPtSJY7v3kunw8qmwWEuv/oSXOEAVptEPpXk6TPnGD8xwvvXtNMTiCAHAjh9QUShQbpW576X93NmJMa33zVM78phgt4w1Vqd+fl5TkzPcd8ze2ht6+Fj52+hyyogely0dXZQN6w4HRJVU+PgvueRq/W3udCAH3dLhEq5wi//9FeEzmH6enpoL8bojrYTHFhOoLUf02JSyeZIZGOcSVcZGgxy8bJh0gvjZNNZ3jyRI56tcHJugbZwlBu2RPEGAxRUiPatp1mMY9OqxCbGeOroaQajy6lk43R2diMIAitXriSRSeFxuXF1Rjgyn2NQyWCtVPC2hKmUa1iMJtVimXKhwMF4hg9+6fNcsHmY428d4fSpcSrlGi6bTFNTqVZ1TsWPct7aDbz/6isIBALIskwxm2UpHeOPr7zFw8/rfPx9HTjqC2zfvh2LxaCUTXJstkCiZCEa8HPd1mV0dA9j8wRAV1HUBppqoKp1XjjyMOevv4Sl13YSjLRgczjJZpPk8kl+u/MA562/hmv8FgbcDloHu5C8LVjDXprzi+w+fYzDVRuvjJ3l8bt+gm6xIqKSHB/j+MF9jE/P88ap0/z6jjuw10sItTR+f5CGIJBIJHj0zAgP7p4lkSn/70s0bbKEV2jS1t0Hkki0p5NcrMp4us7SwjQrlkcZP/AGH9u6np4N69GsFnwBH7LoJTYxjsMUcMugC050HayCSHT1WmbjkzTjaZYvGyQ2N4vkdZLNZ8incjjDIZqnT2ORHTStFjoiAQSLiCAIOGw2XC4HE9Oz+Fqi+F0y82eP87l/+w1OdwBRFjENqGRLTKQmee6Fy3n9xXM4HHasmhW704lFkulwhnFZrTgsOpPVOqIo4Pb7cAejb4fTeZog2XHF0gx3dWOWy1StBSLhNqwOJ81KHZvVhk0Dsa5SrzURXDaC3SGy+RyyXUYSHYS9USRzjHUru1HV6tv7WaQNwWpHEJu4SmVqczNctLYV3WVHsnrJV6o4XRIOjxu9WGXN6i5WrtqG21RQTZnOlgi6bhJwWbG4vQQ8AfbWGrS3RJFcHvxdPbg8PgJtNv7tc7fy3IkJKrqBaJHIZvK0DjspFnNIdglD0BB0aAtHaFYTGGI3aq2Jy+HG0NIYWpO2YCvleo22gAe77GSgewDTYcMWXk5i4iwOt4Nr3n0tY4fP4HC5EQQBw9BYsWo5peNVXE47giEiNXSq2SxBuwO7IGB329FVC0dO7MHu9BBojeJ22UjPLoEOmglutw+j2UTXFCzWBjdd+0F6WuzotTq6TSaby2E2G1gMK0N9w/y/L8C2Fh8Rz1pqzTpWmwunKrK918LuuSKD/b1gWkArk5rPgWagWzSMSp1StcLU0TFKe06weesOqg2Dul5FsvsQLWU+95EP8tSLp6lt6CedTRIJesllM7hKIWyFKgOhKH+fOctlF2wDQcBQqyhaHc3awJBMCuUKoiFSmp7AbAnQs2wdpWIWSRaR/X5WBVrQ9el/GJvv6GvtcDhYSCWQPE5Eh42F+TmmsglC/Z0sX76cgdXrGezqwhUOkCnVcPkCFIsFQMAdCLPvtoupqyJhr5eQP0KzlCCbWkQ1NFpbvcyPjhGw2lk5tJJVK9YgOUV83R3Ye9ux2qzYBSs2ux2rTca0CExMTXFucpyN287H7w9is9n40PtvpV4sIYkWDMOgohSRLAr9Les5d/ZVVrklwo4gDYdIVqkgYEe1mEiGSracIer2Y7rtxHJpTEFBN2s0dA1FUTBRCbSHaGBBtMs43C68AT/z8/OozQaCV0awGNR1g56BbiyGxvziIufOnsTnC6CWq9gkGUexitvhR/S6UNUqTbWGpmhYZImrLr2UNQP9hHx+TMPA67AhmQI2ixVkgW2r1pNNLL4dsB4JA29riJu6hlotEZ+fxWZ3oskSpXyBSiFNqVCikkljsdrIzpygUlNoYuAJBRAME6/Xi6ZpKIaGw+VibnGE9o5OmsicOzOH02FglSVEtwOf28PY+AhVTQRZxuF102w2yadTSHYXrpY28vk8oihiscvUjCZVtc7DD/8BhCZFtYxDNnGH3LgirTRcDhZz85yZH+fs9ATrL7kQzWIhG08zNTXDxOw0bcsGGewNAQVKlSQ1QceQXMwtztBoKFitEkvpJJlqDtFuwWapU54YQyiqqLU6lUYNTVMRtDIWNLB5EASRubFJRKcNU3IjyiKiU8Jht4OgUYwv4XWIWCWdUqWM2+MC2YJoNdBkiURslvVrutERCLa1UtEbyIKIRWnSsIkEHF46WqNUKmUURaFYKlGr19m7fz+7T5xFFQWwy6geCclmodIo47RZcMsWZDQcbs87isN9RzzyT3585/c+du1VLJQU0AGnhyMTM3S1+NEdPbxx8AVaDJOBlYPMzMUQHBYEHDz7wov09vXgf+xXPOzuZXTqDIGOKKlMir+8spvjc7PkFJXhaBtSQ+PQ2DSPv7aLk2NnaUHg1PFDBDw+JIvMfHyMx//+LPsOHubCi7Zz188fIFPSSCxNo1Qq9K1eQVdbCwdPvEWzUScZW+SxZ37J8Jp1FBWB9tISqmTB6WsjnomTRaOUz7O0NIOndwj17AjO1g7Eti4WsiUapk5Vh0NjY1QMCwfOHGd1Vzcnpyc4MzJKR1c7qqkxtjhPvlhmdHSC+VyRvGbhybeOEVuYYrirlQNHT9LZ24kZCuJKxIjX6jScbvbuPUJrS4Bqvcap0UmcLQFS2Qxul429x44RDEUQnS4eevYFFkolkktLbOxfjVKpMFvN8/zO12lpC1FWGhw5Pc6GNWuZOn2UxXKekdlpphMxuvramV2Y5plXn+OKS67kxEQcjyCTU8oEolEaapn00iwTk1MkEikUTaCzq5Njf7+X0VOjPPXmCDsPvUXZEChWUuw/coaPXXcJiCIVXSAQbqfQrHL49DkWM0nCLifVWoXpmRmUSgatXEDXRe7+/e+ItkVoNgyyxTRuXeC5XTvJp2vYBJFDUzFOzy0hSgItbh+vHhvjc7d9jDvu+AJH9h9kWU8P4xOn6G3tIJmdoCY4OXF0HzazzPjZczzz/G5ka4NopIM1A11MlQx6O7wcGz3DH++9n10793JiZorB5cOMjkxQriu0uFzMnj3O8TffwGpV+fMf/8jug8fYfuW7OXl8L6lCmRd3H6dQSGK3ifzknodZyM2zftMWDu4bpc/j5cixwzy99yTZ2Rif/c2TjMWXOG/TII+/cYI/Pfsim9dGSCzNsjA6zsjoLIbkxmqqLC3l2LFhOcmCzsGJBIJsQ1Xh96+dYC49xbmlOv/279/831d2YZpEAh7ixSpOr4+GIrKqPYrF6mCgJYReLHPLP30Iw2ky1DWEs6zRtDR4/tWDXHHhJShqgzURB6vPvxZ7MICnpHHrTR+iiJWo3eD+u++lxdXNmnYnQw47Huxs23A5P//ld/jL3/7KA/f9N8ViEVsgytUbt6CkFD79sY8SaQ+jY5LIpukNejg1cpgfP/Ac12/uZ+v6zSxpXRSKWebGD9Dmlenp7yWnWnHl3XibEifGZ6lpZbTwAkOhVsKhMIosUzdVmrEsqWCEhuQlXZ7Ba/fT39NBz8rlZGYWaZZVwuEwLe3dpJdmUWsCq1b10RUOEAlfzS/u/gNXXnYDbVffzN4L1nN07zgbHAIbVq2lbg/S4/bSyJWYTRc4Oz1BxJRp8Xvp6ujnl0+9zrvOv5jdbx3mhus/wtGje6lWFWz1PKvXb6BudzDobseTt7JorfHK0Sm2bE7RNAV0HS647kbcSoLCqTnufvIFVg72kamUmIsnuPGDV2JzBygVUiwsJuldOczWbSsp1Uok5+I42zdw6K0RWgfX0iOHUWwRBgY6KDWhqR/AUBpIoTaeeOMY12zMUSgU2LL1CkRTo1GPkUxkUNQKYW8n9UoTtzPIZ2/6ZxwOiag3gt1aI1JqsnXlGipFhe3rt5Ip70IzdLr9XrKZLD+48zv84kc/5YI1F3P21FmSiwIdkeVokhO/sxdsGn/dtY++6BouvfBS2vpTDA32YbWCkc9w+uhhQuJqAu4OPvuJr5AupfG1uUAQ2bFmGM3qY/15WymmU/R0D9MZbmV+IEk2nWH09CEsWoO5+Rplw8Py1WsIaBJ33H4ritVNcvEAYaVOanoeQYrSHa3ywRtvpm34TbZddRUOpch1qwd5aO8pfvfbR9i4chMhyWDZwAArz9tKKT3DxRdrLA96sTrtuM6NEyiliSWqRFvcDHZu5dF9z/zD0HxHQPY67YRdfrwNKzang0zVylDvBmoLGc7YoKOmUpidpLW7gyefeJLP/ds3MR0GD/76v3C5XDhfa2XVPXtY5b6MiTOjxJdUlq21smLDRbz198fIVxo0Ghk+e+Mt5Ap5zp2aJS9b+fLdv8Zaa1JdWKKno5POzl4sSh2lCErTxO8OUa5WKKcLNGomOza+n5f/cCPlVIFIxwp6eo4g2V30D6iohRHS8QLRvkG84QhzU5Ncf/NNeMJBiskEC2PPYW8IeBCJ52o01SZ6Ns2FA10c83mQtCpOU8Ih+5BbdRySTCGbJdzmBTlKyptm6miMiz+0mkQyi+IMogZ9PPXLr9M3tIHZh19lY38Ed8NCV9jDzMwIes7Cjq1DLOvv4HS5iFNsEmgJ8Lfv/5iRsSPImo6XBpddcD4vvvQGzbpCpVKhRQoR7uphfmqeq971Xtb1dBFdtpLUwmk2eDyE3U5OjE4jK27+4ztfweuP0FTL7H3tfrj6Ilr7OtAaBulmGsNwIksuBLVAJBIlmVf54e9+h1618u93PkMw4ETATVS04nZI+CUHsmTjn993NZmjp0jFiwTX6piFKiOzSSqFJoO9G3HKAk1vk40btjI2NoYNG1PjEwRWRknHEpzX10epIZFNZxiMRHDbbMRmF8hW6vzlD7/nlps/wZmTC4yemsRmt1NSqzjzBlQ10rkZvvDJW7j26vehV+L0hkN4bU5y+QRaU8frtLOivR+ny0UuV8AW8tAe6mA+GSNVq7JsdQijXqOtfZi8MUt6McPGC7Zjc/uoCTqJ0T3c9KErCAVbSUzO4ujow+/QCIUCxIy1PP7gg/Ss6+MD7z6f44cPo+UyvOc918PCFHtGz4IkYAoWHrz/fhqGyY8+80WuuP59BBwOwj0beH3ny8guF0K1zvmDy0jmKoSaaa4MeXG5HIjSPw7Pd7QjC4iML8yhYvDkE88zkRxnYmYeXUzSREStFzg3u4DDH8WUnYyNjJJM5Ah4WlGKdURLipvuqLGUyFDN5DBCTna+vpf06ZPEKnncrSEUQ+OFXbv46/O7mJkcIT8/hj43TTmRINFQqJSqeEUbc7FFfvrru/nV7/+Hk0ePUczkEBxuytUMkxNHmDh5iE99/ia+88NbWZwZJ5VcYCDSgc0hYzptLE2NsFStEoj0ouTLVBMVDo2fRAz7SKo1EsUcOiLhtk60holHt5CNJajm8yQraer5AlqhwsLMHI8/9hcaxQpKPctibInDqXl2Hx/hgadf5uVz01RnY1xy6YVUJ2M89Owh5KCXUq1KrZQjk6ojBe2oNQvLIv2s2bSN2Mwc8bFpGnqJ3a++yUK+yH2/fQClVCGeX8IMuCgbDSqVHAvZNE2rQWZ+AY8tRGxyhNjENIW6itcRYnEmzmNv7ePrX/s6HpuDRDpDsSZQ1GqkkouIpoE/FMThclPPJVFqFa659cvM5FQkpw+HTUfzgmoKFPIZskqJjZs3EUun0UsKsmSn7NAIdA8xNzGPZnORLGUQ9TJBSSdgs1FJpRk9fRRBU5DcVgRJR7UKqHaJkclRXnn+OU6OnWF0fJFMNkVOb2DYnaxavY6X33iVmdHj+FvD6EKG9NQ4DruBzWshuTBHTzDCd7/7JZ7425PoTRuPPfQI9WKZZrOJmitzdmKE+Owsc3MLLCwlKOslqqZOMOqjVlAplcvMjh1h5MBu7rzzm+QX4zQyGU7uepnFRBFR0ejxt/CLPzzFjx74Fb9/7HEmx0eJVfJcu2IY0+vitROHsLZ3cffjL5KqFDk8NUVre4QN7f1v2zVVEUvZgj8Q5dyhM/h8LSxNTvDiGy+SqtVwh1uYTZdRTZFITyeyLDM9OorN7fyHsfmOJvLcUhJBkrE4bSzbsQ2LVsMV6CelJagpVbo7hwl0tbL3yCGuuPBKBoaW4WoLUyrmaFKnKZpImIxX5xkeXknNtLEqHKXq1nCHXCxNlHGKEsfmxwh6o7z7+usIBluYyKWxijLfu/sebn/vhWTLRaJdA3zzzm9RyFdJJRdpWHUMvYmqNFA9Ap5AgK995UdINgnJrmPaJWwWyBtVEO24WrqxIWILWZiZPE7X4Do+/uV7eeGOjxJta6WUURD8HsYbFZwumUy1yCu7d/HbH3+LeDmLxSujNQQGV2wgMNBGtaGhyyJr1qzlzTNjFHJL9LeFOf31OxBDXhqLOQwnYLVRx6QjIJNKx+kYGECRoFwqYagKiq+PsD+IJlpQSxnefcOH0B0OTh09jkGTdLHO6m4/VslNWTRQXDZaAhHk1gCZ+TGaFgPB5UStqdRrKdZs3sG7ProBm8tLqVxEFHWaCKh6Eyw6xWoNT3cPxWoNl8cCNguhvnUUEnVSkbP4zRY2tBTYNW3S5nehKDk62qM05RoluUmgnCDYOYgmumjWazR0BYfooy4LuH0W6qoGdhfxok4k7EM1GlgdVkSbC8UOxUKRzZdexv4DB3B4XBRrdTRRQFB0BoZXko/FUDQ7373ve/z09u/TPbSZoi7g8rhYe92nOTW9hxUDK9m4cg27Xt9JS7SVktJA0BtsXt1HuC2MaHfwlc9/k7pg5d67v0sgGCSbKiC3ekDQKGtN3IPL+NS/fhXBJZNMLWCxWNDtMlOpedp72vnpXV/CZneTycZRNFCqJZ7MzfLhyHI0Q+PMYpxHR8d49ONf5q9f/yRz6TS3vPInMOrousbkzAlen53CJYqs2/0GxWoFtQmGQ6TULOENOTCJtiE3AAAgAElEQVRkP1PxORySTN1qvCMb4zsThAgWEuUq85k8flSmzk6Rys1TWlzkrrvu4vU9x6hWGvT39PL46dN86PNfJZPP0jDrlAsFdOyg2pgc+zPHjh+ifnAOdbrInt37OTk+w/GpFKlkAYfoZWl+ieOvH+aeH9+JVNHI1pNM52MohkZDa5JPp7nlk9/gi9++iycfewmHVSZfKPC7h0QwLJTUCst6B/A6PGQzCURR5OqPvUIiVqJeNqik4xx4+RUOHzuLzeVlw9W347U5UJsCkminUimy/419FM/MsVAtMpWJIZkm9z/6I7LZPE6nE63aIDs7Ty2WxoJAuVrhudf+iGwRsXo9vH74HOs/9AWe/eV/U6PCYl6n1lTRdA2rN8CR02e5/3cPMXls5G2+3WXl8OkxbrnzcYpakYLZYOTkOPljcZqZKrJDRrY5mZqbJZ/OsLQwj54uc2ZuiZ//+w+QfF40sYBqqiiojMVm+NvfXyB37BQjzzxDRTexO1yYpkAmU8PlcVNOp5jec4L4qbMUCgUKTROr3U6lkUEWbFR8VlYODRN0OcnVwR4KIEkCX7zvMM1GmUpVpViv4yjVef3lV9CNJprdhl0Bpa6hmwaJWoW7/vwQ37rnl9icDgRTwGmKtHZ2EAi1ojbq2BwOsrkcJb2JYurUDIPzrngfXq8fR0Dm01d9lHSuiqbWKJTnUbQmZU3luWNLtERCTM3mufyyq7hgx1ZmxiaIx+PMSpcyMzPDob2H+Oa/3MxAQKKeizM+Pk42r9J0wNLSEl6bm3oyQ302zt8f+QulaoXp2CI+ux+/X2ZycY6vf+MeaksZatkG8cwi8aU0bqeDZ0dPg2wlqOnc3tfOv523hpDNxqGZHEYpAib0XvZh2pYN8dvfPcDtX/gS06kUTV2hozOIoag0TJ0H/vISd//iMf77gadZUgQaFgHhHTSdv7PKGIvIh792F+nYAi6LlbVt3bT4PBwoyUxOT6KIEslkisLCEh1phe996hMojQqq2iBWqCKZTUx0bvrCRlpDdqSQRs2apKelhTOzGVTFJF0z8LiDfOnjN3HBtvV84MMf4Nk3XuRz3/gWke4ASjVHpVyERoNff+sr3H7lhVy4bSWJVJJqQ2H3RJhMLo7H7uTUud1UlTnCoSinJo6z7l0BWpwShmxBMTVkj8y6dZsplNyEwmFM00SSRPL5LEGfi03bNuCOeukNhjg+l8ZplTk4onLgwD5Onj6GK+Ak4PMR9AUpFzJkUllmYjkki516TeP+b/0nDdHGcG87qqlz4ae+zA3nb8IiBRg9fIqLL9jApz/5AZb3deD0CpyNZ/jp3Y9S1izMTCZpqAIrV4fwdYsMDLTyymv7OLOQIBGvUatU6evswOkWUctz3H7HbcTTed44MU4iXiSXzeKR7Xz2lg/ijLro2roGvV4kVy+BRUPXFMbOjuEJ2Ql0yvg7vdioc9u3HkKUJCqFMrGklbs+/3kcSg1LrYJZqgMGmmbg8/YzcqCAqRdxK3nOLp5jzapezoyN88V7nkaPBGkab5etLW+L8O0PfYCf3fYZsvEEptVCohknJRQZnxshszBJOZvGa7UiNi006zp68+26lG/9170k1BTdAwFabEvIzToRe4BKJU1iOkG6olJUGjTtNQr5DKpaJxqN0NQM7nxgDxOLWQJBL739K/jht75Le3s/iqKwsLCAbkC9kEKyyYiNGpn0HJfu2MabBw6xqNQw3FGymRJqoc6XP3kVB0+/idIs0d7SRqVcQ5IkLL4WaskqmqDxhU/fyq23vZezCzEKUzEKuTkAmhYDo9Hk+V/9hsX9Zzg3EkMzdOZjOTLFKm4TPvuRD/De967jY9ftoDdkkkVF+L+yMd5550++Z5c9DPV18tSe3ew8c4rfPvEcbx7cjV12EakrNDxW3nPBBWy8dCMDy7ppiiKGoTMxE6NzQ5zhFW386tEyLx2a4/LhPkIWL/fsP8zkaJb7x8ZYPHWaqcUpFkYmOG/LVkoWgZ+/uJNkJk+1UOLzX/s+8XOnCQdDOOwiwZCfSHsbx8bGyFd0zoyGqGvH0YQZJseSKJU6c7kYX/nBrwi0rccizBGURcJSmOHBfh7fd45v/+r3aHoN0WZjU1cn9VqNvmAbomliWE2OTkyzd99uXA4Loe4Iv3jwKf70m/vo6m6jkK9QatR5Y98ezk7HyFvtlCsqjXKFux79K9ln/o7ZKpLDy+8eeZo1XTYWZuaxuO0MRLoIOJ04Ai5KjQa33vUwOg5qxSKD4QCF+hJ9oSEkm4uJeIb/3r0HS7bJfx8+zn/+yzeIdoZxW3ys6RyiERLZPbaPb9/9Ji6zSUerh3giTke0g5CvFbfDTrlW4fKbf4xhWrj8mmtZmJugK9RFtGsIr8tJY/llRFoGOXRwP9GeZewZifPtz1zFvj1vUa8rlDWNXKlKpVYhnjX467E9bGxx0zc8RFvHAKJk5Y5f/Jlsoc5jTzzOsRceQ3I6cGrg84No07BZrTSt4GuLYnO0cvNnfkj25D6Eoopht1HXTTTDgsNiwTrcR1OyMhhuxelyIdU8SA6o2EAtNzibLTE1tci+kQIf2LYWi9nkzPQMVbWJqek8c0blxKREOTvC0zsP8+iu4+zcd4RSqo6y6WeEKlO4qlnqukCzoNI61Msrb+whX67y/k9/GLu4miPHXkGSDIZ6BlizbDOyw83+I4epaw2K5Sp7z9TR62US04ucW5zj5YPneO6Vw4SdEnc98AgPP/sU6CaTc3Fu/8zHSBfjREMSTVVj36kRLjtvNcWKwlBnkIDdgdclsffkab7+4C4UDb76ta//Q/TTO5JodraFzJ1/+SUGJg21AqkYk1NjJFJZ9i4qmHjQiktcv2MT7QEnssuB4vDyt5d3s3PPKaJ+k5aeVr6/YzmDPX3kNBOsIn3tnWTGR/nR3hOsG34/XnR8Ph/5RoVqPs/E5DmWCklSDh9X9kXILUyyfnkn2688n0BXG3LQTm12jjfmFUJ7jiPLb79d05q4ZTu5+DSnkxnKbh95Wzt+RwDZZtLRGsLv8yNIVlS9ztHFBXa99DxXrurD0jTIZ6p0dgfZunUH7kAEl9uDa3AHf/qPO7jhXVfhFOxouk5TUylWcuw7e5KFXIqbLn4vw1438uZLKc9PIE6dYjZf4cDpEZJOD2uDBkHJgad3CKVUpK4piMt38JsH/ggWC5bqItevW8aa7ijukB+j3qBSKhGPzRHL5vnoD3+D4epEi51FSSbIZaqUsymyhSwn02XeffvX+PbNm/niRRfT2zcEWND1JqX4IlPjo9RcVprtQ1xz2aX4fJ63u6q1BpVKjXhigeePjXN2MsNXPnAN7d39NPUG4c5ORMFLXSny4Es7acn9nH1zW7h8WScJpU6modMdDtJul3luzwGKgpMbN68j6A7i6ezG7rFjdwUQRYmG0eDZ5/+MVMjx3kuuQLOA1+HGsOjsP3CIWudmQv2beOGe21BVASwiF63oJQg8dug46zZv5KX9i3QGdC7t6mb1ijZCvlZOTo4SDbSwWMry5IkFTOpcsmyIDes209DfDjOI+m3k0zniuRgBPc/q9l584QiSz49uNCktLDIfW+AHTz/Ox7/8E+SFnexYvhV3SwcgIlosaFqJ2EKCnY++zAY/eJoNLC4ZsDFdaPCDXeew969EvvV/+LnxNwL+EBa9QqOhUFcqzC8mSTUavDY5h0Wrcu2m9bS0eLA5ZNq6ViBHWmmWa1x40+3EEtn/fYmmLFkJe0S8Hjezk2nG82lqagWjUaOnO0oyWeX9F28g1BpksL0DTySE0+um3W4nVSgQdoMz2kaukCEV9lPXGjjdTlDdqLUMV+7YjiGGEA0rqUKBUHsP9WIZURRxO7wslGvERs7g8rtomhZShQKC34UnHERyeli1tpfJV/fhNnUsmISCHjS1QalYRcbC9NQ87Zu7sVia+F1+ms0mZaWMqyFh2kSCDi9rVw0iNOs0VA1/yEsg2oXF5Se+uIAvEiJcLrJj61bUahlkE63WwNAUdKVBJNqK3e1E1C0UE2kcu1+kVteQLC4EWUPVDSwCBF0uJFNEryvIHieiLlE8sYfvf++rfPN7P+aK7VsIooDkwm7305A0bKaIqc/RrNcQNBVRzaOoFcqlGk2tTqmUp1KroObjzM1McsXWCwgGO9AEHdEwyRbSGJUCkgAWU2Jl3wBqrkCyksQm+qgUipiA3tSQ7A662ltYGj+FyykjOZwU0in0+gKKYdDb3sZSOsTqVcuQa3lWB4I4ZQmrLJCr6ly8so8zVTt1VSGjpggP9lKr5LE73CQW5rE4bOQWs3zkmm2IOtgdXnA4kHSJiy68ir1H3sTX38a7tmxHT+fxSTIhrxuP38d7VIUj8Qyf+OgFjB46g9KsEw334HBa2LBqBfVindnFJE5ZR3K2oAkSNVWlkK/gdjoRRSs2p0R+qkpHxEu1VifgDwECksePak9iGCY3XXs9Nr1OW+cgksNOMZ0GRwC1oWJWCyiKwsXRAFGfkyY6hXQOmyzj0Cp8eHUvx6mT0QVMm42qIWM2mgiaRk0TMCwitUoVl90BqkIyEcdub6das2K3LSIVMpiyjPR/RT/ppommGRRzBVxODx2tbQQ6+3EEItTj87R4nDitPhw2P6pNRlV1GrqFaEuEay+/GJfsZvT4KXzdnbT3r2VZ/1oGh7bQdATRRTdjB/eTzieQ7CJunxutrlKzGBQxMSWJgaAdQdIIB0P4gkFCLW8HmTmQMKxWFmbjmKKVelNDdjpRmw0agokt0oLFbqW1PYCmaTQUFYsOdlmiUasjOJygG2Tmp5lbWMLispOp1VD0OhNnTvG7+37Bpm0baOnowWg0UWkiouGQDNweiVDYjcNmJVAzmJwYJZvL0ZRkHJEw4f4uFBuIbgcbt25l7Nwo5VoV021Hs+s0yjny6SV8A4PEYzG+ctvHcDpcOFsCuCUPpWqJRk2nVk6hqBqiw0ajUqBZyuIKhZFtAsGQB9NpI5ZLsqGtjVB7BEPQUPUyNo+LpmjgDAQpuz1UrSY2yUa+UUG3yhhViVo5Q3d/H/19XaDUKM1NkVpaQgqEcPoC2N1uDEEjHGkn0tHPxJu7EMwyiUQcf8iN0+VBtDso1qv4bU4qWFmcnsDic9My3MPpc0fJ5+NMTJymtasTu8vNZRedj6AYnJub5dX9bzE6MoJh0TEtAq1BHy898UfyE5NkYzGUWpFiMYvLaqG7tY8dW3eQzxdJFXI4PE4KlTIWw4JLdmMaDUTJgtsdQRYbVI0mgijRP9jxdim8IaPkKrRFIjid4AsHsckusEroSp1IsBt3NEx8egRVraNqClanF3ugDatkJeCPEAz4kK0OPB3tlCw6htWCKrso2h2Ml2vkbQKpSgzrzFvU9SZOu4jT5qNYKiFaZCq1GmpTI7GYRm1qCFaRSr0GVgnTFBAASfzHvcjwDieyqqjs2v8m2ViClUNtvPzCm5wYX+CqSzcy0BlkvmCi23ReO3qC/fcc5FO3vI9H//4C11x7OW2tfTw3v4BSLnLvi8eZvOfvfPTqy/j7zj0EQg5u2b6Gq7au47AZ4OW9byLLdgJOO6OjI2SrZVYOdJNMJxEkO0cnptl56BCXz05zzXsu4bFH/4PBvmUcmkywRVVYLJU5G8vhsZi4wi4eee0AV65ZhcMGFR3S5QQLiRk62kJ43RJvHX6VTVu2sGn9Kl564XEqQQu7dh/EMGW2Dg/x+ulZJm65gy988Xq2Xnwb4VAbmalRxkbOcfLUcVauWUtrS5S2zjDqqzGUrgLeZYPs3HuYI7v3IUhWntu/j0hHJ/5wBEG0sBibZv+TJ6CmsFgoUBNs/OC+3/DSSy9SWlzAP9xLo9VF5twYoTY/L76yh8WlONuGV3Ds7GnWr1rPk/fci9VmJ5/P89Qru+lojbLm5luwCDYyNZVdZ88hjE9xzZZ1/OGvT2P1Bdm+ohulWMBoNPjDw//DzNgEVbXKuaTO9Zft4J/et4MVnWHeeO4Aj5USaE89xfYNw0yMz2H3dTA82MaHP3ojLz28j0wyxlK7l33PP8K7Lr6Ktw4dZt3aVXg1k0omx5633uT42WkCDoEvfOaTfO1b3+TyS6/givddi7a4QHhZH5pYYWJsFo8ok/b7OHLkOEPLwqjZFLbWIAWlSayuM3XmBEmtysXbLuXgoX2klgr4ZD/HFpM8+tJbXLZ5FYlqhaVchU0rh8gvLtA11Iui1HnkqadY1hkmGOnmpT0vsH3dVnwON1qpwcHUaU48/giXXHARboeTP/79aXo7W+nt6sUlFinkdF4pj9HIq6zojHJwYppkIceWwSjnRSLsPTrBwfFFlnuCrF01wGQiQ0//ANYFEYppDM3ksRefYXRqmtWDnajlOmfTObpCTqxqne7Ofh7dcwxDafCBbV386tg5+pcN8+H3vR+z+Y/3I7+jY9evfvnz712xbYiBZRvoCvahFNN85CMfIBLpRG0qnDw2wab1q+jv6WbDQB+DPj8D6zbyxhsv0zSsrAr7KGaTfO7ay1jhs3LbjR/jxusu4/oLzmfN9k1kxk4St/RjlUWaehNvwcAiqqwYWEVEspMq5Ohu97ByzXI++OHr2PnwM9z46RvQ5SD+NvjFvU9x/eqVRHsGkG02lvV0EnaG6e3vpEWWKAk6qhhAUSrIDhui4WTd2k3YRQdeuw+bJFHLx3HgoMXbwvKOKP/xn7/i9f3Hafc5uPHGG/F6IzSaDb5466e5+cabaGkJgynT1dVLo55nzaohIu29PP/cc0SHl6Nmi9x+x5dpb2nDarGgY+HCLcsxrU4CNljdNcya7e/msbf2MHl8N1Kogxu2bKK3rYN6fBqP6OTUvuNcuGEtPpeHjv5WRFeE/mU9mKKftes2o86W+MB1N7B1w3aUmkLL+VeweHAX7736Ktb3rGbp9X2sXT3AZVdcRne4HUNvUpNsyJKNcKiLW655D+tWRrj60vfSFo7ikCQOjk3z7gu3M9Qa5b0X/xMr168jLBtsveQ9WOwyp47dy7rud9Pe3kXQ7aNL9hPuaWdg7RpErYnN5WfD+s1EQ142rljDuotupL8zxPZ3XYKhNFnWGqJ1aAVBXxv9PT1YGibZVI0Hn36KjnY/9nCAQiLJg3vO8Ln16ygpdXZc/i7MZp0Oi4XzWlrIaU22b1rGu8/fjrXQZMeGlazfvAKf1UqsWMZpsbNl+4VsHF6Dw3Dg9di48LzLiC7rB0WhJ+RiYHgFK/pX4ig2qVcaXHTJ5XR1dmAUSwQcJoM9g/gDEVodbtpcDWwWB2vWbaRUyGEv5FmYinNoNs2nt2/DmEhQEWU0wUZbazdrrr+NYSNGS9iP3y6xomsQty7S4hQIWKwM9vchWjV6XCbdkRDXv/cTDLX56OwZYHjFIE/sPMQX/uUr//uZXbLdxo033Mr29ZuIRntoKgIeu41Grc7k+ChblvUQsMp02Gzo5RINU2BVXzs/+f5PCLhcxFM53nP+Vta1hblo3VawyiwdOoLDaSW+9wTJRA4tXaBTDLF9YCOBvgEMwyDUGqWhiGgNHaNSZkV7C2899QorN29GwM7mS9ezcc0mYk0BXa0RkKws7+7DNAWskoxcryBqFkTBSq1RYWhwmAuXnU9LsAXB4qGrK0rE7UeSRBweDxZLg4Bg4rI5efzB+/ifX/+Ei9au5em/PYopm0Q6Bvndr+9FMnwMtPWzsm+QWqFIs6lTrVY5Oz3GpVu3cfGKFQz19CIXFVqtMjdddhm5TBZDhY5gK6uGz8Pd2UaHU+bu2z7CzTfezNDydfhcPryGwEDfaqItrbSFWnAHg6xfuQYtU2X61ZcwPL0sW7OO4MbzaO1YRiqVolTNU6yVaChVVOzU41lmR08gt7QgeTzkE0Wq2Rr5bAmXbHLpqlVsWbaKTLlGxBPBLui89fprlAp5AppAm9XFUFsf6UIat7ed/nXbWJqcIjY7g25I2FwCctNE1Ky4+1fQEe5EnclQLpQBnWY+w5bVG/B4ApiVCt0OL14ChNxhBMFJM17Grcv4fG76u7vx+Ezu+t538AfCJGJ5BnuG+K/P3IozGOL8zecRG4tRy5axiSJHZmLMJFOEG26sqo6BzOxUgnWhHtyqhWK6ymw2h62m4dQtiDYHZt2KPxAiZDgo5vNUiyVavFE6QxGC7gA2QyDsdtHn7SdHg0RqErVaoC3gxSEoGIafgN9Ct9PHqs5OHNUyFw/18x/XXY7H7yTS1w2mnQGLjiuZI2xtUMpXaJe9bOzupyUapa27E0mU6GnvwzAMplMJunqWsTg3TyAQIlcT6fa0MD8yhfEODtHvrMRNEDly4k2qpQWefukRntj5FkuZPJKlgSsYJtzioUaTZDGHJRCmbJHQLFBJJum2Nhkv5ujo6uapV/cykkzywU98hoeefYHY0cOcjp3FsLnpXr8Mq2hw6NVdqFh56s0jjEycAZuJ2xdhLhZn/Nw8x46eIxtbxCIJmAtZsukiDcNDQakSj8fJxheZmZylWFSo5etkC3k0WaTZbFKtVpmYOs7M9DQnT+ymYTh4/dVXaRoqUwsxsArEC0mK1Nl14jQnFpPsPnyAtr42RFGkiZVqNkMoIPLkE88xem4Eo6GCxY0h2PFardSMBntfe4nztm7kI3d8gR89+if2zk+iNBuUCmkyyXlEyYKmanzpzu9y8tgBkhMTiBaZvvN3cHoxxnxqiUwmwzMv7SEzv0B2LsVSOsON7/snzMIURmGRRnyUXW/8hVQ1z3QxicUmoAsWLrruI8hW8W0ll9vJ/FySulolUckQcLt4fNcrnJ0d4/FnH+LZV5/B19fHyNgx7FEv5abCpvUbODI3TjyZ4Ge//RmToweYX5rCsJlYEdC0MqHhFGWliL9vgNnCAlLAjyI1kVwOsvUKY7PT5FNxRk9N8Mdf/wB7bytNpcLk7BiarFNuKtQaCvWqTqqg8MyzL+IV3aztX03TlJlLZSktLvDSkaPoNju6XqUpg1Wys3X9GipqlVfOngJT4v4nHiff0Ekk4xyOJxGtJm7ZSnxpEUWtYRhFfnb3TynnskyNT6LWNQq1ErNjoxSMKm9OnmY8u8TU0hLTi6MIpowp5qnVqqTHFzhy6CSzqSxz5+YoJDMkYzEEKUhNtOIWbRw+c4573jrISCaOVbJS9vh55LSK6JUYX5hjz+nTHDs5yWsH9jOfyvPWiTMsNGrQhImxs7T3Lud/HrqPgZ5exo7tRvLaEfi/UnYZJjnc5OsNrrzho/ziN3dxdHwWRTT5/7Sdd5+dZbm2j6es3uus6TOZyUzKpJJASARC7yggIIKoKLj3FnXbFRui7i0KgoqiIiK9CSHUUAKE9F4nZXpZM2vWzOr9edZT3j94P4D+ftvvcB/3fV33dV7nOTKRRDRlJElCcFv51e8e4Rs//F+KeYOyqLFkyXJO7B/hyNFhDKeDiZkx7vrCTdz+6evZd2oUSXQzXVb5wV3fIe9QcLd1UFSr3PHlrzCZnCFZK1FSslidLlLFFMtOX8rK886moAvUTAVJAdWsogoChkvGdNuILuolayhkxI92SO0WgZKuUqxkqKPiCTjRJTg8eJSO3jZK1RwrP93NbLWAzeNi49sH2X/kJL/67jcxHBZmZ6vU6zZq9Qqi18/x4f2cc856Ag0RDFmkWiujKApbtu2lrqtUBZGB0TG+fPXNVIoaO97fRUlXsdgtSFaJeKGE6A/wtRtvpOoNcbT/OB/s2okaa8TmEdAkC86WBVxz88epyDKTuQSKbpAR4fvffwCbw4ZF8HHB+qsYOnKUVqcXQ1URjCqNfauZmktg2Dx0tfeAKWNxOLBYrMzmM0wZFWweF2svuZybrv8vxqbmUCSolKpkqhWmxuKYFoHtJwdob4yx+Y03GTo5RKmcolrJYJgCqVoWVSlg5tLYkiX+8vDvSM0l0MId6AiEGmKUZRuWSp31K9djtUUpq2VCkWZUU8Lms1NUq6jFMh7TyyevvQHDNNm3/xC9XYv4845+qkIJqy/Mj37yG4JtTdjtdlKVHOm5OeyOAKYs8v7BQ9xzx530hDtIpEs47AK7T4xycqiIKmuMF3LYvQ1872e/IVcqo1sMShoohobolTh2+BjFRAmjZmPw1Emi3VEc8QInpg9TE6okSkm6Vq5GkzzYG8PMVWdQLCIFi4k9FKRih1hHH1cv7+Ci3l5UlxOnZDLl6WKmMEehmMUejiHLMn5fmIpuIxaz8+2f/oiSzYfV7QRBoinWjGJ3oXg81Ot1DPPflI8sCAKpokGxojA3OEZmfBaPWqWQzJHJpfngnV1MxuNk57J87QtXc+ctV2O3VChnCtz6lbuIKUGeeeUQEwWToazOp3/2F67+8d94ecteDMHOnvEk33j0OCm5A1OtkZpOMLDnFL3RRVh0keHpNEaxitPl4/33dvDIz+/nF7d9E9Mh8MfnN2E1BLL5MjNTsySmExRHJ1ATU/hqZQ7PKdz/1EE+edMXqFR0IjE/XrsLl+hlaVs3DW3NLPrYdeT1JE7Rh4jBdWvmcVpnO70LF+NwOzgycxhBMMEU+MpvHyQxGSdVKGDoKpl8jnK5yGRmit+/u5dDw5MUVJ221mZGZ+O0xSKookCppiNIIqog8/Fv/JJ1t/2UG+57klMjcRBlkH1YTRkHVuKjk5x50x1842d/JZXJ4Av6kexWJjMTbD62D020ouTTVMN22tvbwSJx9PAhdu3cwaYt75GdG6V//ymOmQXWX3MDyYkZJKcV2eXAYpWIp2dxOm3s2vIqeilNIZFleGKKgZFB9owPMRnPMa8tBHqNoNfD8nltHD9xkgOHTyLUTe68a4yS5MVisaDJFa648ELyhRR33PsoEzWBciXP0SMHOZo4hlXwsvHJJxCsTnLlAlZDxChVSU1NceDYIFfccStPPvc0ilJB1hNUTxxi+PgQ+VyFeiZBV3uYzNAIpVyeWrFM541f5K3t+9GMOm6bk5lEkkpVI61NIMUAACAASURBVK3XmcwpEGhmvCIwPZokYnNjTbpw5nQmJ8cZmxpnZ/9+njsgMjw8ysKu+aw5cyVeq0BvVxfvbd+Hf8Mh6kU7ickqQU8UNZUheXya3TtPMZPLkioUUKsFVMGkVFU5eGIfucksigI7jx4nV1QRVYFyQUOwO+iM+LFqZcSaQshpUlAtmJJMrK2P2XQZLT1LvVCF6QS1fJ7ETBaL3fPvAdkErKbAyFwRt99LTZvFF/HjDfpp615J64XnoegiWh0WdnTQt3IJFouPbE3D3bWY7PyllLrX8sohKysWdHLuug56/DXuuvXz7D51knRZwO6SWfXxTyC09rJ8YScen4OJiTG8bh851U2uUsbvc3Hhx1Zz+Rdu4Mvf+RK1ZJy7H9qAYWjUVJ2y+tHB8wRdODwiSjDKhj2HqQsK7289QNYIMT6dxBcM43OJOFSdkl6jrWsJr//V5NhUBovLgyp6kKwSsqEiBAP0nvkTRPEjE8JiXqPka6NWHsfQNGRZpFKpYMtZUQ2BssXHkRODmIUiV156Md/93C3MpLMU61aymSKyorD5nu+z43+/wRNfvIZL1q1G1eq0izoe2xIS9RCNET+3re1k/Znt2KpVJjJTHBqd5ffPvYKAyrmfupmSVKN10QLWfGwddsmBJdxCoVBHr8KetI9FHRKTL27mH3/8PT6/Rj6TwOF1EKGBPSfH8dRVmnuXEJQdSAEv2VIOh+DEa3cyMZWhPz7NmcvWcdY555Gs1SmWanQ5Izy6ez6KrtF7xe3sniqyfTLO/rE4y269FycSd915D/sGZ2hq62TJitN4fecLxLpiDBw/xujoJHm1TL1aoyHWSN+i+Tz8i7u54GNnMZdLcnJkmvO//j9IosCdT28m1BrhwrXrcQQ8nDh1kkJRx944nwUrz2Nff5z5sQCOJgd4q0yk5vjw5ARjYyPEx7YxXshSVcvsnNjKgamjRBrChNp6+fqPH+H9eJpxtcBMMc1sIovF4WYul6JskfnD1ReQ8a/iVy9sYLaUxOaUiLVInLWqC5/LTq2scWxmlhNHTjAZn+WM1iYcYTcem8q8kJWy3UCTTNRcnlRdR3JYCASdhGMumn0uNp8aBYtAulRmSHURa42QLucYnO2nt28lpiEgOdz/NJv/srGAJgmYgpe9YxkaxAbc9jq/fPwdgg0dXLywGZ8yx4GBIV7avJuA28eSvnkokkSsr4uhLWU0o05NN+g580ZWN0Zx1XXeGUzw9vFZtm49yh8P5Xlo42Fu+9wtFLe8QmdPndbmKAcmhzl2fAcrzuxix7bDXHzBaSxd2Ue0N0p09RcxdRVBkFh17WcZ2vQ6J0eThG0Octg56/Y7yD2zHacA99//ABve28Vfvv9FVGGI1gY/ak7hjHNuBCCXzHP6tZ9h36sPE3FLSCJEG6M4Wi7gyovOwzCS2Gw2LHaTb/zijzz2g9tJ5MqMjh5GRuBE3sQQJX7z0N/4/GUXcd8L/yCRz5GczjJQrKKITrLVGi5PECc6gmwgOG1oksAlH7+OJ59/FYtT5KY7H2LnvV/k09dfh6ZXGRobQy3mODCcIu3IY3OJaIbIFZ/8Ej+586sceOM9wouXc+/zr/Gzcy6jolYInXUVp4a2s/5CN6boxOK28vc3XydVyWOLLULXdTYemsCWnSKrFkkWBWplmRt/dB+pY99izZrlzNTsPLn1LepVBdkwWfuFX2A7/WMojz+OxWYF4BNf+g5PvtfPtRctRa+XkeWPWpjLb/wC//jjr1jS3o7ksKGJNgZOjfKVu+/jyMbfkdHsLOhdid/mIhiyYXObvPXu25zzyduRG9rRDRNdhv947F2+edpCtj17gBtv/RKf/OUvePnlN5jNFzl16CRiTeGy9euZSs3y6L4hStk5vN4gf3tyGzMTA+zYvIFzFi7FG3Dz1Aev8Pmv30NNFLljeJJovpPDmX6qgTA2UUbUJG759oPcpFlZe9YCSkYDY1UXHmsNXyRI2cyw+a03sDm6WC35GU9miIU81CUnYFAr5dids3DSv4bSrr2wsBG5mmXLsTFa3X5qBZGDg1Pc/IX/ZNWZN1Gq5/mf3/yZp+75Jqtibrx6hCffPc7tv30Mc+NV/zSa/5pEs6nBfOR7t7CqvRtdMqmWCoyPjjIwO4On1cvW3Vk+f811VDOzoGnUNQMME8km8O6+ncxYY9xw2nwa2proiM3D0diGgYlRK3MgPs2Onfs5uvtDWh0enOk4Hp8Fq9WFounYXHa8ISu/e2cfP71iLQFRxOfzIYsSmqYxNJfmhxvfonPRGTx+2+VorZ2Qy5CLT7P/WJxUaprpmSlaujuI1jW8bjfhti5isRjJ1Bxul50XX3uefckUnz7/NBB0clmFmXKRjy1fSr2QZtP+Y9x62e1Y7AJBrwtzrsZspcK2Xcc4ODnOjNXGUHyA31y9lKA3iK8pht3lYHBolF++PcOHW3ahCfCJdZ384OKVtPX1ITotSIJIJZFldjbJ1x58mK99+25W9S2kqBRQCgqFbA6lmCKVnCWHznhyjIUNNrqa5yHLMl6Xk1SuiG5q1JQi48eT9LhEYjEXgeYmLA4vmeQsr354jG8/u5WKavDUgz+mEh/loo+dgwUFqwh6QzPh9qU89+f7CZ5+FqUtG4i5fPgaIpRUAalcQBUkBqcTvDcyhk0tccP8ZhY2hLAKVmqVKsVKnqRqssNo4qJlZ+AwZESbhKAq4LBRrRR59O1XOZkvcFpnhJvOXUVjexdOZxCsMrIsMzUxyO9f3kV1vJ9Wq8I8m5tYSzMqIrLTheQJMqtoGNEIa7p7yI6OotXyFDNxkuOzlKoG48kMlnXruLh3AZ5QCLfNDoZMcWaOspJhSzyBM32K0swcbZFGWkJhrBKEO1rYf+AA44aKV4/QMb+VBS3zMGULgUCIUi6PXqvy/tQIUwfe4Noz1+Bye6npCm5vmKGazG6tC2dkPnV0oi//lAtWrMLlDFBVKxiIjIwNMZBM8OCHb3PVZddwTixAJODBHY3hb2nCdIYRBZm+869meDLxTylD/jWDeq+H7tYY1pAHoaUZq8WFxellarbIc89tJxoLks3Mks1mKJazqFoeU6iRnJuhu30+pXwKh2kglGpkUpOUUwmqqWmUcgmzmKdv2UqsVitOsYIr5ENRNGqVEjZRI5+bJZXK0RG0cvLYIWaSMzQ0hIkEAgyNjlCvVrju8sv4cNt2sjNpxvfuwut1kJ3NUEjGUSslnC4Xej6L5PEi+t0o9Tq6AKIo4gz4CHvcnNbXS71QJOIN09MS5rSWKPnpCWRRYnFnkAarRlAHNVtGqRdwiwpyvUhXLIrf50YWTTJFhVSliG4LUbUEaO1egEvPUBfqaILG6oYGcqrC9PgkRk0FRULRwNAFvnrD1bR3tVHXKmilIk6HRDTkRUTGZrcSspt4nRaaQ02IooiiVInHh/C5RCxaFS2bxmvWwGJDDjVBIIrs9eEPeDij3cVt11yKJIBUVwlGY1itMhaXi5KmYxSSJA6+g2x34bPbkVGxWJ0oBY3syBhStUCtpmIqOfRSltV+D90dzdicDhxOGYtdwG5x4pZMVi1aQLWcA4eB1y6iO604dINKNkvI7aevt4uOSIiiCtWSQrFUoJLNI+Ry6OksnWEPghVCoh1HJEDNLSP7PJiSHcHqore7D7fdhlEr4LYLeL1ONMWgXDUo16o4nBa6mtswEhlI58lPz5EcHyM1N0UxU8SqqzRIFsLeAJIpEJ9KYHdawIDVa86ge958VL8Hv1YBo8Tc9Ajx8VMU01MUinMEPW4uW7YEp8uD0+lGlkSyczM4CxOsME+iFhLIIvT09CB5PKg2K/m6RlatInvtWFBxWZ1YrHYGxqYZHZogMz1FZmICLTtDMT2J9f9XPP/nINscTqxOK1aPDVnVODEwTDASxuH04fN4EQyTaiWHL+DCZnVT1EsUqnkC0QAet4wpWhifmSHY1IYh2dFNDUWrY3d76IyEeP2FZ7F7PEymCkylkgiyRLKYo6wIOAM2JFknV1JYvPI0Ghf2cmR8lDsf/C2NyxcQbAhxcNeHzCWzlL0Crb4AiaFRsopGQ/ciRLuM1SLjcoXIqBWODo9zfGSYqdQMNbXIsT17yQh1xuYS2N0eDFQsDidOhw/BYgPZgtfmRVNArpcIhEOUVZNSuYynvYG6olKdnuX8aDvx2QTeYJBiLo5cySEZIg98+QqwmCDU8Ydl/B43je1t1Os6xweOUTRqGJJAtlTh8OAkmiwiWe3UqDOnVdh2eDuZdAKHzYYPDdEic3zgOB6PB1O2U1OrlIpZNFOkolrQVYlasYpV1VBrJQqmFVukhcXNbiQEorLEafO7MSzSR3lZHhemaSHQ2cc9f36IB+79KTlVQrXJqEBDVxO6zYpZz6OITpqjQUxZp5ivUFYUNuw+wJ5Umkkli2yT2bp9J9tTXbyaa+WWX73Ppnf/wV3Pb2XW8DCvJUaxWsFtkak73PjndeNye/D7/ZiRIIbbR/OCTsRSkbFyicl8EbvFiyCIuBxOcskkk6P92FxusFiZS+WYHB+nXKsCGoFAgNa2MJW6ihF244k1oFog0tKIw+/H6bKgJ9PMFtNEfG4sFhuCUyBerfL+kR2YVpOlwQCNhkSuZGKz+xDsDmKtjYiBAN6wj4ZaFdn90adhGo2R5BzTuTypTAYHdYSRTVgMCZtoZzI5zfBsEt3pQnY48QabMbAgCVYGh8YJtzfhCAUxJZF9uw8xOnwcb7QBrVL9p9n8l5Rdf/z9A3d97SufY9e7H/LAw88xPnKSZ9/Zxo7jwx9FX3jDtIQjbHjzVUYnhpkZHuXdQyMUqjVki8pjGzezoLuDF59/FiWf4sWnn+X+vz3BWct68IciHDqwC1OQ2P7e6xTy03S3NjA5NcZwoURybIibP3MRG97ag8Mj8YuHXmRieJBi1eCNkzPUckkWts3jzQOj2OtJnn9zK4ValoeeeJ73DvejKWk8DifRcAPhWJR3tu+m3W3FG4wwPDJCOZfGsDs5euwQqxZ18dqWvby76UN6FnTy1paD1GUIWCQ02U4kFKB/aILXXn+VfUeGePjN95DqVdauXo29VqJmqXJsLM6Dj2xkdHiAluYQR0dGGU0ZlMoqy5sa+ODQHvqPDtHWGmbn1v1Eo11MzsTxiRYOFBQ8TpP4aD+p0QE2PvUYx0ZmqVRzdLY10xmJUqpV+POzb/DcY++yZk0PL774PiXNoCXqJ52TyZg6R5IFDh2PEwmFeemNY4yrNsamEyRyZe689WokUyRXyDGXK/Hh9m1kKyWeffZ5ylWVkUScc09bxfGTE3g8Vnb3j5HVTWSjhk+wcGx2Bi09y0S2iNMiE2mIcbB/gpWnr2W2MIuzZQUb3izw1sbnKcfO4LPLvWyP3cZvnt7E6OHDrGqXCDR4GTwxzu7NW1mytI9du3exe/9xGqJ+tm7eyQKPDbvbTa1Sweu2sevwYWYrZZb2LWd4aITO1X76dwyyedN+nILAgy/t5x8HB3Djx28XOK6kyMWTHDlwGJck8fCjf+W9D7YRCAfo7ZzH8Ynj5LMaY9NjmLKTdzZv4dUdR4hYoKOzi+m/vYtyZhf79m2l0efjH89u4A/PPklXa4zGaITy3DRv7dxBZ/dC/nz/77j88vP51QNP8sg/NuH0hgitPJee3DBpZ4iN736AUS/jbwjwzt5DHB47Tt3iIpNKk8uX2by3n+RUgkRyjr8+s4mwVWDX8BRf+q+v/N+vMXa3NZi7/3I3qfEEM7kCnb5mPv/AA1x10dmcODlKxubmzO4gJ45O0NUaZVFTD4PJAVxeL+0dndz0k9/zo1uvxWdzs37dJbh8InVFJdbeQd3QmU3P8vgjz2LJxdFNA6MmUNPz2Fw2NKVCa4uDrOljeVuYqZFJFs9fhKrUEO1WPDYbR0aHuel3G3n3L99lfGCUNZ2n8+HBd7CEori9QWRVoT3cjG6X8fl8qIUChZFpYn3dRFua+OGvfkZXd5DzTj+ddDGPzZCwOW0kkwm8vghmLoldbKSttYm87uLo0aMs6lnMnsP9LGiIcXRkCtEl0hQroSHjDDQyeuoEF648na//9o90nHEBs1WZMzx5xg/v4xPX306nQ8ewW/A6HSRrVXSlxK++9WfO/p/PYclLrF1zNh+++iRLzlyH0xfCrJXJjx4kGmukVM0h22SUdJkTY1M8+tSLfOcr1zN8ZI75y1eS12XmxUTK2/cQXdSDHG5hZjrORd97iP7XH0as1dEUFVUykPNV2tauY+eh/Tz02OMcOjXA3//7B5jlHI7mJo4cP0yksYVqegafYPL27BTLnbBpyyFuWbWatliQmlMm0BCjqpSJFyL4o1FGjvUjCzqtTWv53fMPkC3ZuOGGy1ASg5x++VoqpSw6JguCLaT0Ms5oN5JR451Nr6KPjLKgq5ORsSkWLF/Nnv59DIwPs6irl3A4ht4ZpcGQ2fLWNhbHwhw7OY7D4cAfdGD3OvnaSxv57nU30xqOsX7FWmbmJsnrAp2NYQ7t3cFzG//O6ESOnhXLuaa7l3mrF3F4736am5qINkXIfu4FCg/dSC2b5vSFZ5GeG0byBInFYkydOIzTkSLYOZ/05CCy1UP11DScuYLPX3sb/uWruOzOJ/h0YQd5UyY9PYc1Ocm+/gHeF3W8uTy7pyY5s6eHNq8LpyzT2djEGRdcxPT0KD3LTmPN9V/gQP/g/32P7PcF8HW34G/tQpbdyLEGlFoNoVTHJUlcsGwBKxcu5aoLLmZJ72mYpkDQGaUj3M704CR1wQSsLJvfQzGVwutv5s3nn2RoYJBUNocpy+h1jaDLh6FbcHpDuAMxAlIEn72BFavWUq/kcaky6xYvZ2hokFyuQk+0kVKqQCFXQAYanD6uv/Tj7D85jE1y0xmdh1/zkElMk8qm8YgO/IKXSq6EbLXjC8dQ61UiWg6fx830cJwGb4jjx07gtnkIuGxE3D5KioLDFyTsCdK5YhnRoJeWSBQLItl0ihIVZst5qvkcZ645l57eeXQHQxwbOMV9P/9vduw7xdRUgrDfxVdvuhVfPYc/1ML4qUFkrw1bsU5qKoM7l+fydZeyckUfdiFKINCM0+LEbw8weuII1UqKmeQESqFEMV8jWy4yryPE/9z135RqVSxalRU+K+f3eGkXLIjOEF5BpjFgpUEy0HWRumqCxY7V7kauigiOAHODU3Q0NuN0O7jn/gfQ8yncvihKTWDJgtOIWrz47R5mZ+bQ8xma3A7+67y1hANOFK1OZyiEOJ3CVdERVZ2x7XvIF6skpvK8tfV5VvT28pVrzkeoFnH3Lmb0xHF62nsYP3EcqzNMR+sC/F4ndtEg4PNgt+hk6hoB2UFOl+ntWcC5q85m6dIVlAyNcmGc9tYFXHvLrbgcURwuN/MWN5IrVZidSmFU7Jy97HSWdvVS0U2KuTLNja0c2LObcq2MK7acO/7zk1ywajlywI0v4CccbcHh8VLVKnS8+yBNk0VWLDoNh8uDL9yB3WKllC2SqmYoF/KI6Tx+TwvlbBpXS5Q3Hn2B264/jxP7+sEwKRd1HEWdRV3z8XhjRBpb+URLJytXriRdqBKUZRo9PmymiFgX8IVCDO3cT3rwFHWl9k+z+S+Nn0wMcu4oN/7XZ3npsWfYs+t9Zosir+3ci9ftY14qz7RohWqe197egkU0WLFsObXiHGJjiGKhwl1/eJhvXnYhs2qNtWNnccaVn+eVjY+x9rzzaO2YTw2R9PQQVdmN3yaRyyaRrCJOj5d8PQ5anX3jpwhLdlLOCIYgsP3IAYrlEtgtADzxylt8rKWBQllg77Zd9GSTtDb3UlPrOFweplIz2CWZwweP0t07n0xiGsnUQBIZPTmAq7OVyeEqgWCId996lSVLlzM41I9aV1CECpPxYeqjQzS2NVGUqowk06RcVhx2iT9t7uf21VYse7YQ9QW55y8vo5glftvdwtjAIUqChxubTkeJduBz+fnGz3/MTdfchGgFweFCtDkQW5soTyfxN7QhVyvMzmWZeOVFrvzUjdjtDtSqgFOSwO3g5KFjpOMKfd0R0sUxxJCP4Zkcxwdn6In2YVitvD+UZ0tc4cqaRlFRME0Dj8tGWa+RSSWJeBvYsnsneqnG+huvQ5Zlvv3V73DH6kXEWhfwxitvcMWF5xPxeZktTmF32ZgdTKL6Xfg8TTz17gdcft6FhKoqgUiYUzOTqAU7hlfi3TfeYH5HN6I/iM8b4MT0SWwuJzf/5094/b4fMZOYQtXs9B/ZS++q+ViKNgbj45RKJTyhAGpVoWw3ESbGCHiq2HEyPjRKpVSicb6Fwdl99D+9k4Jk5YOtR1kV78LmlnCFnFRqRXbs3sWChlb2nRygvSmCIDqw2KyoqsAj2+PMj+RocfWy9cRh7E4b0dYmRkYGmN/dhLtzHrt+/jix+z7L80dfpK93CZ1Lu4ifOoZst2BzBUgpJShp+GLtjE6rvPHObh65/3s8eriEXRZR7QZ2S5BCLsOugRF2H93PDZdcTuLEAVYGauiSwGg6QyqZ4sB4gqQGrmgj72354F9B8197kU8OjqEP7+Gyi9bxq9/+mm17DiFSZWwuSSQaINyzHNOqMzs7x+Wf/CRnrDkPgo3kBAOpqhAOeNHsDpp6O3j7w21s3bQZLZdnYWc32WSSbDpJQapg+NwYtiBJpYYme0lpArlagnCohYrhQtE10rrOxhc28Oam94hXatgcDsqqiQk88foW5q9aiTfiZ9211xHpXE1ezVAXFRSthCQJzGbTnHbeemI93YTaG5GsKoVCjYrkRLNqCLKFtu4Wlq89g5JWwWKVsUoyL71/kLokE2gIEXP5+N5t32bXm5uZHZ+hWKhyzs2/AacNrVamWFT58c+/xvd/9APiQ6MolRqGodHWHGE8m+Dl3YewqAKnjuzhr4+/gm756Ab2eVz88RNfRCvMULMKrDz7dFZefDn9JwZxOu3UqxVMETY+uYllXcvoXdeO5AKbRyIWbSQnedBDPvKzOWYG41x3wQouW7+IeGIKXQ4DAulcHr2uIOk6H36wB79kxxH2oxYKoNWRY+14GxswBA9XfvxGRgpFpqtz1G0C8XSKeS09TJQqlJw6N6w/n2gkxFgug+60YXE5UWaSlObyXH/F9axZeTanL1mDLKh4rB627DiATZDI6hWy2TIrVqymYdEixtM1aoaJqEPPOZei6irxxATT41O4fBYUQ0Z1mpi6RnMwhIFApjzH8isuYu36s/nMVSvxBOzYnQIYOqZV5+6/PYphhzPOOANvKMrEzCSSzUK6WEbQajz74QRFJUXn4j4mUnm0uo4sChjVCgWjRux/v0NFrTC/dwHJuSw//toPSRayTM3MoGo16oaC4AuQnsvRYhS49hPryExPkRofRkNAwqBYz5M06jTNm0973yLqXgvJcp5Pfear/PqlrZQoURJMRuIpHt/wEhtfeRev34VW/3fFqiJQnNE4f+1pfPWm6+hobWR+W4yrz17P9n0HOP3qT6NLEr6mEPV6nXqhTHVmBrOiMDCZxusJEgkE2T80xTc++wVaultQ8gk6Fi0CVSN+Ms5MfTHFehmXrYqZSVKbGadUy2FxuRk8cZREaZZkukK1VOKr197AZy68HI/s4Ph4nMF0DWxOUoqDycQ0F6+/kI5wE4XsBG6fj2whS7FUwmV3kq+U+MK3vsMtn/oPStlZ/vS7+5nM5lElkB0xqnWV/n0HmTg2jlnVSRUqxI0IM8ocr07aSKVynBob4s7v3E5f3zw8bpGSYqFUVhgeHWfh4mUcHpzkP775ax780e9whDxIoWYEwWR7KcnE9BTNDRaWr1lDa0s3a3t6mZkrUTNKdF94PkW1SjFf4Hj/fnIzWV556h/UiwVsXgd1U0TTNFatns8bm15jbmiCmlInrxm8vWs75ZrBbLaEy+0kXlXYtHuaN7ePsqt/hmCr7SN3RtEkN5vH7pBYvrgbRVFY2NvLlq07SaVSCJUqUmMrEVcIweahp60Hm91DtlqnYHWhe0GUBbIFlR8+s4GUYSc1VqJQqZLPZVkYHyPV34874idXKZEePkZMggMHjrByLIMp6EwXq9gckB0awpvKQypD2ahTKOe48oYvM5XI4RYsZPNlqrk8iZkkExOT5Koqt//xrwiagEqNyYF+1LoFxdLB6OQslaLGTKFEraiRLUFFN5ieSmOp27FJBuVymVxJxWPOMZioUipnOX7kMNWsytSpIXwuKyXVQJQkfBesIfXhEE4ZqBb5/Oc+RXtzjIl4kkIuj66bvPbu+/zsnkdZdvsvePbpLUgug28/sRUBmXy+wu79e9n5zCY2v7+b7W++TzZTpKTUWbZMYNlli1Cq0OCzs7DFy7m9PXz9xovJlCqoev3fA7IJ5FxtRFvasPtczI+EOGf5Al7buwdRduCw+/jYBTcSH59CL+aoUEbSKlhkN5Nj41isAk6nk9d2HSWhVvjE2RcQjjSwv/8g+weGWfefX+fETAOyu4l6rYJFhmDEQ4vbTbmmsvb0Jfx9zxwjdTc9ixdR0dKk0lN85dlNxJ1Rvnvvn1nf48WMuHjn0FHuvvtbvPyPv6EV8kxPT5EpVxmfmkUUZQJuB3d+9hZee/kxlKqGXoe+cAybXeSK239CpqLQu3gpnQtbsTigbpS5+rbvcNO3/sqLbw+zdyiDYVppj8W47PQFyFYnz324C6WmUajq7Nl/jJVdDZy/qIOf3H0X0WgTmlLFNCX8Phc5wYpFlAmIAkGLl8jCFuYyU2zY3s/iK86n0WHlxBOv4LE5UNwSy5b1IggCg4eOYrPaMU07ba3zuPSyCwlFW5icneXYSJqAz8tMWaOq6hyPJ+kJWli3vJnzF4a4cGUXp06OIgkWUvE85VIBQfRiGFVCvgC5dJ7fPv53BEGgVld54Jk3qMoZBgZ2IznypJLTzNijrLr1PnwOOwOZLBZZ47NnLyF+4AMaQjbyqQLj+Sy7DuzjElhYJAAAIABJREFU7JIOr79NYOAEwd37UZ55FSEU4olUkXvu/w4PPf4BRwencLc0cmRmFI/Xz57DO4mPJilpBvuHhklmTRZ396AhYspOaoqVnYOTZMsgaQKS3MGkvQk1PURdLRALuxCdFmqaBavdCXKdr/32QaJBC4n0MPWKSq0uMJ3OU1Mr1LUKP39+F+2NPnShTLGYRTRsxKfHqekqosvBqttvY3ZijhWr+lg0vxfZtFNQDMqqgaEqXL5mJT/75q089f3rufKShYzOSZxx4kl87/0ao6pyRt8Kzvj4OSxc1MHSpYtRJJFb/vMWHGacUMzHEZeKYWp0N7fQ2Bb+SFzidCGZln8PyABfuONrTCeSvPDhHn65YROPbtpJsaLTn0pRrpVZfekn0EOtiFY7iiaRVw3eOnyYFCaKoqDrOpJF4cEXX+OhLZv4xr2/hsgabv7Z3/mvz/83k+P7CJ31Hxh1cNrt2O1WvDEXai1FvRAHU+LO+x7kLy9sQxPs/PcLb6C4XDy17QAXXf8ZGrQcThz8afNBzrvscprnzSfS3kIynSSniKTqNUYT0zQ0Rlmzso9iLcVd//sTSgKkNZEX3h6koul84iu/Zvv+4/zpxS28u2+Si772Z0SrjaplAVddfxXvvvUBlalBvnHf37n3zVP85e3tZDyLeO/pn9LR2MKh40PY3W4uumwd24++Rd4WxB+IMa+tkwcef5kPB7bx5OadOJq7GBcKvPjeQd7eMUSnw4HVG0CqGwy8+B56aobujkUsX34WsfYOikqNs770a1LpND964Ameem0zh4ZOcdU3/sCfXjxJVgVRrrHhg4McPBrHkCUaIzLNYSuRsA28rRQFjfk3f5+3D2bYtP0ov3t/Dzfc8yCf/vHdiKJMYiaDVheoWJyMDU3S29LITFbke5tOsfaT30d2i0RCPtqXn8HITIJOr4+ze3ppjoXI5cYJSlYuufhyZisljn2wk8l33iYzOoTVYhA6OcDpvZ384U8bULQiLLua+Ng4De4Ax6anSfRPccH37gNV4z/uuptD48d4Zs8uZgp5CoUCTruF9Td+maDbRanxDu5+eB9/eeEgk3IUXS9SEWwcnMqxb2iOvmXnsuKCzxFbfBlPb92LX2yipMi89d6H5BJpZFnGbrcjuOz871uHKWTm6J9OsPvocc793A/J5/M4HA6C513CL48meGXPMZ5+ext/ev0dKmmFDw4NMTwygS6IuGwwvzGCJ+jiu/c+QshhpyfkIaNU8ElWnKksIcNgXnc7g4khupb1kcnUGDg2hqBbGC9I7B2Pc2AgwevHxjiSknA2Nv3TXP5L4yenw2He9+XrWLRwIZFoDK2uYKoac3NJdgxPcWJymMtXtNDqixAKR7CFfdSyWSaGR5mYyfD2oSn6Ik6uOnMF3kgTstWBWlGpldKUSjmOCR6u6evA73RTriqUqnVMQSI+U+SQ0kDG7mBs6x9pc9uJlqpEI0FCkRCSJFFL5ylUy2wpT3Lp+guxWdzYHF2EfWGsVjuPbXgEERmrJUGnINDbsxh3UwdOV4RCJU9+4iSFosJsdBELYi4sCng9fpR6GVPTmU4kOHFyhLFcmfMXzcehFxFtEpFgiEBjN65gC/VKjs2HTrH10A4Obt/GZWvXcuFpK7CgU7Po3PPYBqyxKHd86kpitQrJzCwCOsVsiuPHjrJlYBYzqLOyp5vrFy7F740QPfsc6pJE/tA+MrkEdz3xFEfiGtZ6mU+es4Z8rYJiwNqlfcj1Cvf+/SX+595fUxs4yDJ/C9ZQI5qk4bNZKNuc/P21Ddz43Z8RyaYwE3OUqhVK1QqzsylOJjKcmE0xltG4MDBAT/sCXIFGQo0LMUSQXU5ESWf78V2Ek2lagmH8LY3IniC6rjNyapCfv7eFycksa6N+ltqtLF66iIquIrkddIZCTE6MU87meanmJNgQ4fvXX0rA5iKXnmVy8DjpeIKB+AwpxeTRHe/x/euvpG/BEpxOJ7LFQ2ouTiKf4eFX3+bOc1fgsjlp7ezB7nRgoKEqVXYdPMB7E1muXX0mvb1LSSdHUesmDqeTuelZEvEJBsoZ2sJBFvu9eD0B6qaI02qnmBxnbK7McVnj58+l+fLHrcRHT9HukilVCsSWrOO3rxZAlHnjp7ehGXWCPj+KqGNFBEmkbGg8+farvPzc09w4byEdDQHam1qINIZoa2shlc5jmiavJ2YIlOP4RZB1E184iMNqo2podC5eyVlf+imj8eT/vYum3WFD0jREo06lmqNWV7EpBrliAX/AQ6PehN/hRhYgHPBRrFapFkqIgoTV7iDW2kaDS6dYr2Ct1ZAVKFSLyJpKTtHJlfIYpoZhaIhohLxO1KqObBgEHRZKgodytoRSV3G5PXg8bgwBbHY7klvFVq8zv6WXwlwcl6WB2EIXgtWBIUmsW3UWmj1EfGoL8uwUiiETtvsRPR4cIpScbsqpAhOTIywILKFSq9Lc2YWWAVMsYGBy9MRxIl29lMoFqoUc4Yamj7Ko/FVM08TmDaElJyirGtdcdAldIS8RfwiX38vkzDh9SxYymSmw8vSrmB7sJyCOIZg1iqksfreP1Uss7IzPsGzlQkpzeZw2K5XpBKZWRUOjMpfnyivO59iDr7N2aTc+FFoDTmw2C878LFOZNFesWcTh3Xs4xyVjlXQcNgu604OqlqmPnKLNJbP77Y1ce9oZVNAZnxrH5/ZQVUo4JIGA30/FKGJzeTEEg8mJBKGWBTgdLsrVKpJgEo01oU0m0HQDe9tCDAnEus6CRgXb7DQBtx+n045gtSKYOj1tbZiyiMU0QdMxDIPD+z/k61/5HrquUVZLOFxeLFYHosOJaXVjN+t8+qwz6Wifh8Xtwe7xodc1HL4gjVYHF69ejGh14GtoApsFBQOPxwNCnYDDSmZ4gOKCPkZOHSMY8FDIJBFwo1XLYLfgqTsI2DwIKlTzFZx+H5lsFr1mUsjPcnBijK9e0sSnVi0j/PEL8MTmY7FKKLU8EwP3c7DUzcjJvRiIqE3NuPwBRI8Xu92FbNSxiwIYdcqKiimAxWHBbrei6HWcVhvVahU1m8JhVbHITkJ+LzaHA0EQiPgCFOcSyPI/b1D/L5fWVrcbp9+LJgnEYjFEj4NQOEB6ZhKP14JFdmLIIuVqmXpdJdIQxeIPIqMi1utUFRO3K4DTFcAi23B73Zg2By6LhaPHDmGzWDk8mWDToeNMZ3LMVgsczaaRJBGlkqU76mGqXOFENoPNIqHmC2iFCtV8nlq1xFx+CsWw4oqFKRoqgiACAi6vF2cwwqn9hz8SmLicmJJMrVrDMEwUdCSHnYmB4wiGzvDkKOniHJOTI5TLZSYnJ3C4nDh8flRZwNvYgIRJIp1i3+EDbHpzA7nsDJ/6zM2MjY0R9Xtxyw5UpUZJrRKNNDNvfjdLF/Vi2CNYbDI1VFKFHP3TY2w8eIqhiWncpsjgwVMEG4NYWwKYzo+WDuw+H4HWRvpPDNEUDuGzOnAEfQQaY7j9QZwNMVzuAG63m+bOTkqGQM3mxHTYcYhWdCQkrw+bYuGDLe8z2n8U0SYTbWqkpJqMpGd5/cAuitkClVwNTdOYLddobG9gLpsjm0ujGQpIBpJqUspVcbicVFNTCNUKoiiSNIpctv5cgsEgsiCiWS3g8VI1oVqtMp7Lo9tduN1eLA4b1mAUtzdEoagzlZ3huTde4fmtO0mXayBY8HudlGo1RCyU8hVODU+SmE1SqlXpaG4FuwMRgZpmYHO4UFWNTEWnbvPQ17cYXYCGlgYqtSKCTcYARJ+XQrlMwG4hl8lSV0xEpxcDHYfDijXixPDZaWuOcFFnDJsIiiBSU+aopadIz87wnZuv5Jo1ro8yqmw2RLcb0zTJZLO8tfEZTh7agU3QsVmtRLrCNHXPwxdwkiuWGJwcx3SZRHvbWb+0DxGT6Xyet44eoWR3UJJE0qU8otNBVfk3me/94ud336UIVU72n6S1pZGXX9zIZKHCXCbBmqVLOT45x7ygg9HpJJu278TpkBmeTvP0W+/R0tJJh1ZAkQ1SuoVtW3ewYPEC/vHWKxQ1ByoGnc0NRMJBTk7McGh8hnWn9/HXp15i/0SKWMzP6WddinTkA+xuGaWk4bAbDE5Ose3EIDW9hs0q44iGOXlqEl1q4IXHH2HxgiXs270TwWZFsEcwZ/Yzr3cBj7yyBckEh9vG+3v3kikqZHIpzj/vUtLTSXzRRu780S+IJ+Lc96dH2T80gqrV0FxOuoJNbHz/HQ72n+D8Cy5h0xubcYUjxCQDfyzGhjc2cfTwAGpdZf/4BGqlQtTrIp7OsPvkIJdedBnP/OFLvP/M8yxfvYTf/P5Jds0V6Qs48Lq9nN/Th2kT+MFvH2b3h9s4p28Nn/3pPZxKZpGpc3J4hnktEeYKKi+98x5XXHA+3/rp75jX14ugltg/OEGLx8beZIED+w+ycH4L9z76DNm6gGop8OL7h7jtmkt45s13+HDPYQSLQtAfo6e3j862GIV0moCYRSlrPPbsK+QmTtHV3Mljjz9EY28XT//lPlo75pE2VPKZMq899xQNoQBjE7OUtDyqM4pX03D6/Az/P9res02u8krbPveuvat25dTd1bmlVitnJEBgggGTjDHGYOOAc8JpnJ5xtsEeJ4ZxxI8NOGDAGLDJQiCUEJIQKMdW51TdlXOu2vH5wPsDhveY+Q33sY57rXVe67pyacbOjrJi6VKe2fcauqTQMutsPTxM76LFeBtz1KJRJsZmOfnqYer+ECGhhhxyUVI15hJpdL1GW2c7iUKCYkGlu7+bYjaJrVZDjATIlBoMT4yzqL+b4YU0osPD8NQ4q5as4qXjh9i7/yh2xc7EXIIfP/wkRqXFmg3L6BGdTOXHmUzk2Lr1WTpCfu75y7NMTo2ycvUqOsMeotkk/3rsUQ5vf4nLr7ySn33zK8wU0yhBH17FTzoe4/U3DnD8zGu0e5ycHD3L+s0biCeSnJ44h1zQ+fNL29n7+klWLevhb09t5eEXDzLQ6aIn1I0mNhgZn2G+JjE2eo5aOU+ibPHI1heYiJf55n8z6Pwtzcghv9u6784v43UqdMhu5KBCS5RwOmRmx86x7eBZrj6vl7op0r9kNQFR49ypEZZfdB75+QV2HZ7lvG4v3f1LsTsc2LMl9I4gsiXjRufU2Glu/NB7sOoWk8PH6Lb7eSFaYXWXm5arjbMLGtbhx+nyhjgej3NBoB06vTwxMssFvS4k2aJt2Uq8oVUovgDRowdZPLiSZ/cf5L23vJ+K1MapJ77Dddddh+XqYPr0cQTZTvfytQiihtkqkU5rhIJ+upcsx6XYcSshPv+5TyF6nNQbLUpdfj62bg2l6AKtaotbr/sAeHTUbIbImgsRhRq3/Nu3uHTFRm67cDNHZ4dZO7QUlyxwcnSKf72+l5//6UlOv/wApegsN3/8Tn761Q9x/duvIj03xYlsgk1dHi675no8/RuoxWZR5HZSjVkWzhwl4zT45xP7uPqKi3C7XciSiNBs0NR0cPowy3mOT8b53odux/R3o7RykLEQF8nkc03mY1H+8fohvvexj+LqjHB63wlWbFzLs0/tZWAwgqgLHJyKct1yiXJDxOXtIH7kFda/80O0RHD6bOx+7GGWDQ7Qv2IpFRQc0VlCSpBWl5fh8VE++ZtHuWPTClYMDdDeM0hxaoYl7W00/A4kRwC33eS+f2yldf4WVs29wIp3fR3t9Cj2dg+LVi5jdnoWsDhXSPC7+x7m1z/4HqXZPMEBFz6lnWqzSCDSTo9ToKVZ2CSFynSUoGyj4BZBlBiOxRmKLMI/ECF6ZgJvR5jC+BzRWpXukB/DUPGmS4TWLEJ2+NAbJeS0SayZAJuTY8lzrBnsJtAR5t7f/IXPfeJDdIeH2PbqVgrlBNdefQNn5h1EOgIUcnU8Xgm1IDC0ZQM+j4u/PP5Xtu3dwb9f8DbypoXPF+DmdZeyoCXJFXMMdvVi2AXqjQwN1aAuaCjYsBJpFjw+JucXuPvBlyk39f95iaZmGEiahVsQcYeGmDiToKO9j9xUmlqtxsffsYVGWmXL2tWsHOzFZoLb7cVWV1EMief2HWRmbo420SIxM46leGmlcnR5gkQXFmjWsjRmkyAYLF2xDmd7J77ujciGxuxCgVpihHyzwfH5BbyCm3izhCw7+NjGVazqGCBsORg/fZRWJo7P5mRsfoSq2uTfPv8VXC43kmRHFzSaDR2X6MYl6ATtXtrcQeS6nej0LC2tRb6YYWH4HLVsicmxcRRfkFuvvw6XCK88s4vjozMMtHeQz+XQJIFQ3xL++cw2Tu/fQUOrI0oyt7/rXRTLNTo9EQxVJlMvEugMc/ut70Ks5FnhX8uizrXUTTunx1OMRqMIssL47Cya5KDaKLLzocewWxaCw06r1GL10svx+gI4BZmFeBK/LJKamEVCIOhyEWiolIsluvwyxVSRgMPB8NFzOCOdzJ2dp93fg88QGHT6sasmlal5NqxcgVsXiYRD7Nj1ClPFLM2WzuT4KGElhA8Bp9ONz9tBR7iDeq3FhTfeiFap4q6adC/ZQjpdRnM6sekiK4NdCA4FXWsgayZBm4N6s0UdiQ5fkF6Xh4XRGc5Np+jqWc77f/Z3Ni1fzvxsjZYqYxXrdCs+SokyEY+Pv/34bjw+B3a3SMAXJtzmY/Xmy8FmpzgRJWJzEVCcNJsabQPLadVb+E0bzqZBrlLAUWyyau0q2pUQ1ZLGxsFlhOQQ+XyFll1CS9cIiz70skipKZBKFelweDB1jd6uPgaHNnDfXx+lEIvy63t/DdEs3/3BH9iw5SKcikqlVGPjpi2UMzkknxO75GHu9Ov42oN4HS5GUzE2dHYzcvwELdHCq3hZHhlEaxkUmw1iMwt4LYkeJYhVrKE2JTZvuYhPf/ijb6k431JrfdddP7pr/epluG0a85kU1VoFm1UlX8qDzUHF6SeVnEMSVAIOhV0v7aRld5DMpujqaOPp3QdZFAoS7uzA5Qny0uGjrBhaQblRpW6qZBcSLD9/I4bWwOVwMbIQ5ejxffQ6HEypCq/ufxm/XccQbHg8Ci67TLFewo+DeG6BcqWO1BtElBUCwUEe+uuDiA4P3Z091FQROeAmOrKfzv4uNF0jndcpCTYUl4imN6jXc9gMB97OII8//jSbt1zOV773XWKZFE5TIF7MMlVKcXZ8nrWRILmaweEjxxB0i/MuvYrtL25l+bJFfP++f7Fv714uf9vFLOTzOHwCbp9CtVrE7wshB4JUkzFy+Wkq2RwrVg4SHxmmraONci2Hux2csg1HsAtBsvGbB+7GFwpz9vhBLv/Ih/jLtt1EnA7cThteTxDT58EhyzTqNWqmgE8U6Gzrwaq2MGU7D/zrMRxOB25RYDIxiyU56e5bRCKfpZjLIbtCHJuboWugC1WziJZbrO6R0Ro6DoedP/31r6xYtoTC9Bz2gIQQ8DF55gyFWglXcg6X4uWB7S/S7/Mh+f3snRrHFVqOs1WmkIxRqNQZHBwkWS3iFmEunyFXrvHqXJSPXLwZJdBGKVWhkM8yOLiUaLZIrFAnmh7nwgsv4szBo0wk4wz2LyJf04hOT2JzCiiYtEwBj00hVsySaxRQJBftbh+j0VEOTo7hEkRsNYOFbBbBIWKKIsVChpYs4MLABtRbZQLtPZyLzmLpBWLJOYoSeGSRVqWM2+fCcvdx9U03MrDl7VSrMeKTk0zGcximiaXVMVs6Z8bOYjodzCTmMEQb4+MnGYoMELBLLKQLZJo5ZuejCNUKQtiJphsU6wXsikQmnsTvDdDQRHxeG8MjUR7bfZDv/eCH//O+1oZu8ret20g0Gvj9Efr7lpCrtHA4Fer1Jh/9zn3Y3EFcAR8NwWTTO6/kogsupD0YomKqqAa8eHocsdlk5Nwkb1u8imShiCWYaK0yZUOg0SgiShLxXAW/EmRxZw8JTCq6jZMZGc0yMXSRcKgdT7gDRfGzkI3TkgzKmJQLeRySk/nENN/8929yy7s/gD8cItwXoK9N4cDpedwOF3PxJL2LljK0fBXFahN7wEm1aTAZz5LNpFizcR3b92zn9g+8n1AowNm5KTTLwG450AUDy+0gXy0jSRKnjhxB1nR6BzqILaSxDBNnZ5gvfOvbhAI+vF438VQB3ZJJp3LYMLC8JhXd4vvf+jrf+dmvuPvF10i0asQzOYqZFvliia5FXSxkcqzf+HaytTJ963pxhVeQLBrUHUEUp5edB47yg//zAMPDU7j9AfLFMm+Ml8gaFVoSJKtwyXlXI+KlYraYy5V4baHEbLmAotjxd/iwhy3iZyaYOjGBIEo8s3Xbm8w25Gc6Mc/X7/wPulatJ7h8FU3JoiVa6EITVVWpehWyusYt170HvF6yhSSyXWT1pdeDYOLpiDA0OERFMCmmymQEE1nWkBolsmPHePnMODa1wbmJ12mYFnPJKA7Fhux2gCwyOT1N0WiyvG8J5w4e4fHH/0HnkkUIdhnZIyH7bRTMKn1LV+DqiqA3dNKtMg63g2/dcxe4FFqiTufifvxtEQoNlaqpIdhEauUiddkAr4tYJoZLEciWVDr7+7CJUNOr4JeZik5yz3e/SSsR59nf3EO9XsXmV6iVdUqVGMlikh2vHaCULbPn2a30d/eRykQRbB5qpSKpegnD48CjOFmxegOVNieSaKOumtjsEpV8nUB3L6o/QM4jE89k+eRP/hPtfyvoHEEglxdQ7E5SE+OEXUHEUoNcqYwqOLEkJz9+aD/ZUhlRFnBrkJqfp16v4XU5kRwemqLCbCpFf1uAzlAHUuNN9lc2ZTR5GYah01RbOCSN2uQC5fk0TqfMH/72V2q1KqgqTmzMTk3x0L8eQ5UM7CE7Gip/PDbKufFJzpwZJj05wfiJCUxTpJarEe7sQHaIRFZdwZnxOIs7I7RqRerJJLJkkk7k+ekjL5NRTeZjC6xbvpxl/f2cPXsGQ1NRPF7K5Qr1QgNqDl48Okl/rwePC0JtASyjwEUXX0K51UDVVXzuEF/6+GcJOO3EcimylToTk1NUkkmysxOIziCCqHPPr//I03f/gu9dfzlio8r4bI6JhSxTEwtIjSpmoYiZK7F2+QAMXYLNDroh8Ku/bSOWzXLtZeu56opF9PQEOHTiCA9ue50JQcLpdGJaDdpEhdR8hWSigCSJnEkVmS4n+OqvH6FqidRFiZMHTmKqNbK6SrFYoWGoxONJ1FYDxRDobzkRKzUWxk+iiQY20aKhtxCdIpJs4fEFERN1vKabgl7H5fRw549+SKHaRBdFCuUaqfE4YXeAWqHEXLJI1QbJgsBzL2ylqNW45pab8LR03jg3TKVaRBAaeLp76FkxSDjSx3/efz+RtiXc/p6bsFsW1WqDptpCkGzMzkxRmZklULcYy0ZRJQPD14MsOtDtXgxBoJAs0lioUp7LUigUKLeqJOpNcvkMhXyWoARzYxPYWmXGZqfYdiaHaUI1l6e3M8Kdv/oO6WKUd952BfW6RrGYY2JujlK+id/j4V3vfDdrN6zi+nfdQFdXHz0hP1g2ZloGbrsPj2BDK4K9pWNUqiyUsriv/RyIIolmi+e3v8LxQ2eIJjPUNQHDHeTNFKj/hUIWBJG6bvKbh17GG1RIF6ZxeFw0qxWe2nsCy1IxDBvP7U2SmFqgVqsQCvjo7+pl+Nw03mAIURT5xgNP4A0GqYtNejp95Itltu87wJ8Ov8bI6ASoOjZdJSoUUAMWe05FsSQnNjv0tEXIFtOsWr2a6y65EtO0KLTyHI3WKVQkHM4QidQ0Q0uH2HLD9TSMBlZQQLGL+LxO3nHduxlPlpHdHsIdPjqCYXStzq6pKjXZzVP7jjE+kadRr5NOxUhnYoQ9HsbnJpEjAyi+MDa3yc/eew2W6mNgySKWd0VwSi4cTg89fUsRbfDynn34FQNLMKlWauRSOSKeNjRPL/tOPUg+MYXP3o5glYjWkoT9bqyWSFl0IHmX0LA8TCWSLFu3njUbV7N171G2XHI5VgvOnppEdsiMjMwhKC5uveZ6ugJtxEplyqKbYKCDbSdmMAwBy1UiECqxokvh8NkxUnKYYDCE3Wlj802foq7bGVwxwJVXXMa7LtnMbx5+CMOoMzk1wUx0kmCbl0k9xfjCFF2dHShhD9g0drw2gqqqNPIlGrUFxopnyZgxzs5ncNllRMEks2gpQrVOyAmRRW00m2nQNFqawNMn56nWyzy57RWsVoPlK1Zy3gUXstjXi06DhVyF7du3c/jwYTr9dr7/b18iuGwRNrcCiLgkO9WmyOzUHN2+EPlikWw6jVKvki3X+eUDW9EFhW/87jHijQLV0gJNpYzkbNEeDpMrWMSrGs2aSnIhgUtxc8mFG9m4eTNjoQ2cHkmRicUp5/JMnD6B7OygrX0p7X0b8LpFtHKZUj5DqpTl5InjSHaRJYuWs2zJEN/+0T28NL0cx6KPYe9ezY6jb9DdGUS18kQXxvB42ihWLZas7qdSa9AmCWxZsozFkT7eceFG/vzMdtAM/vtr6P8fHNnhcBCrNHntXJpTM0n2nIvi2/hhfn3fU+iazEBHiIOjYzy1dQ/jqTrDUwn2nxrn6d2HME0d1ZD56Gd/wJ8ef5LRiSl2n51D2/QV3v6FJzHrKXQpzJmpSWqajU67jFuGXz2/F8lmUCrlKVbrXLl+Fagl2joUipUs0nmf4uWxNNBi/2vnsPmH+NfOPRTjCWyyxKL1q1AUBbvdjlHN8JEvfI/7Hv4Te8+c5p+nziKu/zgHhyfx+YPUi00WzAB3//nvnDs3ylD7IuL5PKol0T+0Aa/RpL9Zo5lPcTSj8ssn97J/YphHd+3gj7/9CxM7jr2ZZO+U+dmzW7nj7t+x+9g5THuQG350Dx++6y4KhRqj+QnKaOiCg9n9r1Ep57ln2wFqNZ1Lf/w79pTsPPDkDn74+//LLx95mH3RGIJgYAlvXkgZhsGlH/4Qx0+M8eMHH+L5/ScY8IWp1xocOHG/APoKAAAgAElEQVSGt994O3/fuw+35eXSVWtoXzLEsUyOnYdG8ATWIAgiN9z0XhqCwD2//RsP7NzGXU89S91QCYfDvOfL9/P81uc5NzqJWhUJhSPcufckv//tSaIZgWS6zt9f3MeeY4fxuPy8422XEXaGOJlJv9kaizqPPrGLTd/7KYlsC1e1SDjSx9jIOL6lq6lbDiRRxKH4KbaanHn9FeYnTiAJBSbnDZLpMsPxlYQ7O8jVdCRLRzbe5Krnpic4OXmWR596iYrWpCAZ+DvbEGUXvWvXEC0YnEoavOumLyO0JM675dvkLCe5dJV03mDvyQVu/Oo9fPG+vyIIbhwON39+YTs7ZmKs+dR3ue+BJ9A0nXOzE6TScU6deYPHn/i//POFv/LoY79nx7Z/cWp8ikhbGK3WZDo+y/Y9uzhx4jj739jB2dERLlnTT6vVwhuOoK+5hpG5efy+NjzuIGdOn2bTx39ItqJhmiai047dqXBk9DjjmSI7hqMIloUg/Pd/5LeEn7raQtY/vvFplvV0Ua1U6Fq0iEKhwMzMLN9+6HFW9Q3QqGS5cM0KLr/qMhp1FZvDjtvmpuTx8NTTf+bGvjbafAF8SwaxOxQadQ2zViYWneHn23Zzz+c/RblaQ2oKuPxOSvUqgxds5tSxozi6I7z2zCHWuQYQZROP18KtKJiKgmFbzC8e/TVDly/mXatW4rI7CAXbGOpfTMvThuxw8sLLj5LPaFywcjPhJUOUsgkEwySfyjAxPkIskyYitXjfZe+gXkjjlO04FRc2xU6+WuX0zDw2sYki6m9KBn1+PD435UINKeCnIMjETo2S1Po5MrKXL11xIUv7u9+MzWlUmZtJkm1U+PCvtvHjz3+AKzcuor3DR3xyjkQyzQOvnWV8Ms3TX7mVtu4eBJeDWrkEqk42G+cvL+zC1dOGVWyx0eVhcaSfzt5OnD4/1VKWhfk4R1JZqlKFj19/Eb7Fy2jvXI5ud2BzOjDKJVq5ODVF5jc/+gVfuO4avG0hmloFmyBSUaucO3eOY5abegZuXL0Cb3sITbWI9HYjiqDWGzz92qscHT3K+7ZsoKd/JZb1ZhyqZdnIFUq4XC6SgX0YY+u5Yc1KqlqTWrWBU1IQDZ1is8Ivn93PfDmHLNu5Zu0KegJtuHweyrkY9Uoe06yycuPbCPgkTF0F1SCXKZLNp1koNyi5l/LLe/8vn7tqiNvecR6d4R78fj/1ahnLMvnp07u4us1gqM1PeHAV7Su3UG3mKY+fJDc7xs92nuLDn/0Wt37g0zQaVSrZNNVijoWzYySTCWLVIu/+2r8zMzZG+uRuBnu68LZ1oBZL1HJlEpUcUxmDT91wPceOnSCeSmJDwKu4qNTrFBslpksGq3sjBHMJAj4X695xPU6nA9km4pAl8vFJPv7zX3HzqkUs7ehh5dLliIaFZjVJxTPc8uetzGXK//MSTckmYokCmWyB5X19JKemcflDSA43N11xJaPjI7i9TkTFTsAfxq40ERwyNt2G1qjS5rWjGS1qeoset4eGbuJUFATLwC4KLBscoJCII9oVSlWNslph8ZJFCKIDRfQQ7ozgk1xoVgaP7EeRvGiWgATIrTSblqyhLRLAbKrITjeKy0sF8NsE9EqKCy++guFjo4BJtVZGNzRApNlsUq/VAAgv6aVSzFBKZ1i+bBWiCI1Wi0apyKKBdkZnJ5FsFnaPE8VhR8dCdAuEXF6qpSo/vP/vvP2OO7jt0vPp7w6jeIM0WyUwdESbhVGr8uff/pRb1oSRA72oWgWn6MYlWnzhXVfxymySmtXESMQYXLUS0eWlaZUJtoW5ZPMKpk2RZi2LYYCg6mg2G1pVRdJE0Cy6/F4WXX4+gt7CKNeZFxIMDQ2B4qaYy6L4Q0zNxbjkgtWYgolkt+F2+NBVA71RJ50pEmn3oKxchiUaWK0W3d0DSBbIooN0PonL4WLV8hUINpFGo4GhtrBZUFc1QpEuiqUyHoeNgtbEsizkeoNOl4Ik2Rkbj6JJFstXbsGZXGBpTy/dLh2HR8IwagQCbSiKi2I5RbWYxS7Y6fC1kytnkWQLhyTSYZc5dPpVFoec2BsNmjWVplJGtFl4PO2IrSo3XrwBKzqMzemkUKqiVDQ0DVoNgYYqc8O1l7Fh0yXUUwsgCsgC6A0Do6nSNDQUmwPRgoN7d3LRIg8dXUsw1SaG7MYdBlulgSQ1+P39f6SjrZ2Ojg5s5psda6VVxO2yExAMjGQKe7uX7sW9uFwuBMFCUhSKsVHyLZWAzwmCiSxqYDVpaC2mZ+dwiBKW9b+07BIEMDWT2UqB54+8ge5x8/yRgxwZGUYQLGwOC1fQj+oU+c9f/Zzvf/dbvLznJQ4c24cimsycm8DhDDCWTvHijl2Ikky5WWc4HqXudiLrBoliAbvbh7fDx0wqya59B4jNDLN883kcefklArJAFYPjk6c5Nn0GEw0NjYa9QXd/D8V6DV9bO5lCkbGzp/nXw39CN2vIvhCj+3YjSjYkl4jbbjI/PMzIsX3M5efJ1Mq4XE4yw9OILjdxNGZreSqSSbSUoepS0C2TDp8Hp9PNoRNTHJuYZTS6QK2h8cbJE7jagyyULJz1Eq6Qn5KqU21UOD07z0KpQq5WwRRFlHIM0x9BkKFVbyDLCoYo4XN48bntOGU7mVqOVw69xlRslqppcWhknHShiGEKb7p8OCRsPgWXKCIZdTL1GonmmwcepZpKTa0ju2T6entQG1UmR06iyAqSzc7MuVOYsoizLUDDprKQyxIrptm191UyhTwvbX+BfLGAZbMh2CVaokWmWUGTbbj9PlavWotlWVSbAqVGCVEwKdaKTCZmODp8hLWbNoFWxSErmLKIYBOoVxtU9AbIAorPR6BjALvgwO9x4AsGsbCz//QZfvf4/bScJrVmBR0Jrz/C6NQUJ6dmGc80eXV4gsl4Hn9Tw2ZTsXvflKHmMXlu1x7OxscxbCboGqoh4vH6CITbsRol0C1EuwOlI8D8bJaWXsbeFkawu2nUqyQXxpiv5pjLpKjWSgBEYzGyVYNCIcf+o4dIFbKUGyq6Uefg4bPc+cv/onfJEmw2G0eOHSVVLVNSTSzZhVewIRoG+XqDiUyJ2dkpavUyeqmK3ePDlGRUVcN0ehHbu7EULyUdBtdtwNPdjiT+9//Zt8SRf/er/7rr0k2r0USZct1A16u8sGMHXT0dBDt9JBNpCqUq/3z+IMlsgS9+7Zv8+Z/PojVbXLBhNc1GGr/fw5GTY+iGhksS2fbMU0zMZ+nolNl96AwXrFvDSwdf5/XDp3j/B9/PngNnuPKmd4MoMdjTwfzRaXSnjccO7KORzbBkUTcvvnYAUxKIZfIUK2nMRo2/v/AqF6xcxQsHjnP09CidATh/yzs4PXqGRCzKr+/8MclMkj17XuOV/UcZHRkmEPDzb+95N9FMlD8+9CSyKNPXFeBr//VHJs+OsX71Cmr1MkqojXuf34lTNXFKAn1Lhnh6x36qaoP0sTEWbVyLodU4OznOUG8v+w8e4PB0nMHBIeZiSS688ibUQpxHH/oLWq3A37fu5JnXT5LLFJhJzrM8EqZcb/Ly9p14XQ5Gjh3l0e2vctHGNbx6/BQeQ6ZYqTBebnB6bByf182B6QWi8TnOX76SbQd3sXFJPzt3vsLWJ//Btddcwd7/epjP/PTHvO/91xHo6sHdaoAFf3nuGUI2Jw8/+DeaTjeru3oZWNzP3GSaJQP9nBydY2LiHN093Xz6M59ny/mb2bNzB0dmzrDlvLUcO/o6igyZfI7xeI5UdI6AQ0Szz7AseCmP7NrP9PQsptji6TdO4VQUnDYJ1T/ErTddy87dL3Ly7DHOX30emeIcx2eLKC2TtsgyBI+bY1OTiHqFerlAvthiMq/isJm4ZSfj83FG53PsPXiWsTMjuIJufnHvHm69+e2E3W6qsRjTFYHdr4+Snh4mtjDH86+dRXC6UWwSc02N+PARXr7/bvRGmf+8/xF2HznGXCzBpjVrWLrlfJZ1dvHFb3yPyzesJzozxRPbdrN0sB+XYbBj/ymi46c4N3yOY6+/wc0338zTTz3LQk7n0gtXo7ZU2nWRSM8iTEEmPnaSo0ePsX3/bmx2B5bNTnx+Acnu4dk9Bzk1Mk1fh5N//8M/6BhawStHh/naN7/7Py/RXNodsbb95Cs4JRdzyTgOu4egDXS7zHghwz+ffZGmacNAZKg7zE9/9Gua9ST5fIPE/DhjZ1/gsguuoSLLBD1uGuNxWj4Hbp8bxeXkxcf+ycDmIWRXB1q1is/XTttQL/nhMSKDXZiGysGnX6W7ow+1XKLSVBHKMglHhU3nreVkUsdlmyMc6aJVN7n6sutQBpeQj47T1hZBqic5EU0QivQwMTqOX3Dw0ovbueqdV2JZMi1TZ51ewefzkcpVCdokmrEGeVcNyemmrc1FvJTF3R+h3ILY9AjhikX/8tVEWzU6NyzlY5d/hvBVl7DWq7Ll4ktxpdKUzBaL16xEq9YxRYiWPWxe0862ba/ysZtv4s+PPMEtH34Px15/gwMT83zqqgsQ3QEqqTiiquH1REjX8pSrWf7r0cdod3Vy+/INGAEHickYfW09uNod1Ko1RMXOjsQId9xyPaYSQbZKdHQsxdnTgS44kDw+Zk6/gB4t0NXeQT5XRWuW2fXSc1xx081Ygs6+fQeQutdzwfr1OBxhKOfQkMhVqyxbtYKzRw7w3ImXuHbzJTRqVTILSTTVS6RPRmtJhANdFLtfYpN1K5ouI+oSYrWC6pORHQrUihwzV6A44NCrL5MvJHj70mU4fC6qWpP2tm5a1ToFqYCo6vi9LszZOJ1LeijUW2RLDY4dOcru42fpCdv4/Cc+zdl9e/jWHR9i1/FRrrrqCsRaienTh6joDjyRbtKv7cE0JWxLl9PIJcnqKgfqAX7y5U9x6uBxLrz8HTx67y9pG+hhsHcZC7MzrPngLTSyaQ7veZprV12A5Q5wevw0Aa+PSmKOY/M1fA4HdkTm4ynC9nb6h4IYNheSTSCTnCGkqiwb2sBCYp5WLkX/2tUU1RbJ7DxtAz0c2rmDdeuXE3J0cvDV3Vy8eCnS4m584SDvu/N+hufT/zsSzWJJw6O4cLvbCNpdKE43bsFFo6ThkE3cokm/3wUtnUfv/Q92PP8ME6cOksilsOkWoyeP0KE4KS/ME6/VaOYLuCQ70VOnWHPVO8nHktibKopsRxQsBjwBfP4gqtOOqDgQOtoxLAe5XAa7y4stFGYw0o2ZrLD58svo7uzG0FuMnjnJ8/96hO/e/gHObN1OPT5Nq1ymUanTKDdZsXw9osOPzxtiemIBRRA4tO8AJctgYnaO3nAnE/FpxJ52QuEOuvwhJuYXKOWyqOkKPg2WdSzG4fKRaWgsWrWOZqKB6TBoRaN88OJLGZQdtCQ3hZJKr6eNgOCkNB/DNDS6Ovu4/QO3Ybi9rF21FGdZJWzz0OsNYNN0XKrJot5FOGwSwaAPo9mgTXKzafka8qk0qVaVgVAndR2cPjetuo1I+2KS9SKfuelGWi2NRUv6EUsakjdMOV9Cwkdx8hx2U6DRUimWavT3duP3+2lrjyDrBvOj07SaOm67l+L8PJJhYyGeYcWG81m5bBULU1HqqsZArwOXbOD3tdPZtwyX34uu2eho6yCTSVFqeYk3z+C0FEKhdjRLxqnJGPEq0ckYlmWguJysW7qMtUPLsQX81BpN/JILu81Gy9TwKy5W9vUh6Bq+7gEOHzqJYFpEx8bIZEsMdoX57A1XMTt+jkK1jmjrYu1QHzZLoVhpkKhl6Qx1kR6fgbCCHojgdwQY7OyjVi/w2tETBLuXcuUN1yPLfpyKD7FhoFbKjM/Oo2kap48eZ0lHHzj91CsFOhU7kqFTa6mE7B7yswmMqkUpW6e3fzHR6ThqrkAmnkYzLRwOmXh8CrXeYNWGzaxYs4rNG9ZxyaYL2LB4DalGnVBFJqSq+BUfOg6WdoQJ1S0azf++Qf1bDDqHcrVBspAES6UgN8EBsWKamqkhOCWC7T6mE3nOxhI8c/w0G6+5mRf27sLV7qcstOPs7SSXyeJUvBw/tBtBEGipdWSfjU/cfS8L8hDz+QTZ+QzTc7OcjS5Q1esogGZUKdUqZDNTWNKbYWino3vJ5+LEE5MsX76SfSPnsFkmA8uXkbFM7vrFz1EDHmrNHMWWTi0Tp5yPMX3mdRrFafafOcVMPE+hkCPffPPu2Blwk0xP0VKCTDYXGM3EKGplRLsNwesmU8ngsEGtUKJlSmDqOAWTX/zHT8lqMlcsWoy/vY2i2uD01AShoB9Jkig2a5RVDXslTalYZ/j1o5TLZZ7cs5dn9mzn+Nmz1BsahWKBYrnM9Ng0DZvET377c8pqjkKrjOWVqYsQL1dIRpOEuyOcmp6mXK2QnJ1FlmW0hkYql2b2xOvU1BK/+d5Xccpu4vOnEUQJsWlD0FTq9SrjM6PYbG68HQNE4wmypQKVZoXofI6yJlLIz+HpiLD9meeplsuUGymqrQpyT5B8MU89l0RvZFhInKNer5PJxjHFOqOTEvagxdHhcc5MjpKoFDh07iyJZhXJ68GyDK6/7hrsiAg28DhduD1+aq0mqmliIZCPxdHKBSqpLJZgcvTkGWamphFtJk63l/lijkNnzvLsM69weGqWVLlEV38P1XwWzSFRqbUYn5xAEkTSGQ9Tc0nmFuaYj87T2ealqtupJGLc/aVPse/lx3nsxa0MTy7w4s7nKDXSCFj09vdRLKR4+eBONJfCfCJPud5EkJ187d4/UZKalJtFetu9aLY8uXQKl0cGmwiY6JJBrFqkJlgcGT+F1miSmBujWsjw/l/sQpZtHE3NMb0Q43Q8zkQ+z/hkjGwqhvUW8NNb5MgWmr1FslRnz6Exnn9yP8dTSWw2mVhpHgBVVQmEJGpqk1g8x4c/9iGuuOJqsvkiOw+P0MqlsWwWmVKRSNtSohMJNEMnX9ARVIG7HzmNTW9QMirs33uI3//wbnbt2U+jVkWtGgj1BqHObuK1PIZXotAQGZ/LQEcY3R9mciKFpmmUy2V01aBWqnN2bJhCrUK6ME9k3UZcoRCBvkFEf4Q7Pv0hOjvdFBpVwv4AcxWDXLGFpii8+PfnGZ6e5/H7HqOpwzxxdJrYLDvxXIqq14HeH0FeupRkOsbodJzBoELYplBDp2YIXH3NO/GEuxiZnweHSAOdS665Ft0GvqFBfn7Xzyhk0jz4wgFWb74IwQBdFGm1qkgeJ65QhM/d8hlM04Xb7cXt9rLpvbfSbFUYK6VIx5OIkodMvUagN4Qo2hl45w04nU4aeh1dcfDJL34J05RQPF4cbg+6P8ijmdUYfhsNu8VdP7+fP/zxOQ6dOEmos4M5Wvz7X57CQn3z2TVod7pJVnIgCgS7EvQNWjRkE0GxEN0hVq3fRBMnxUYZT9jNvjNVIufZyDUT7N+5n2efeoGaoSLadHJqCdMUOXP4BIl8CUn2oqotJMmO4PIjCAK6rpPI5EiUq4S7OjAUB7d+8uMcm8vja2ujVM7QUOH02BwdPX4GAz189Tu/JJrVqapVrJaGy9tOZO0yMuUSofYBlixbw3g0TtuaVVz+gRsQVJVcLcu1n/0Ea9et5Iuf/STZRgt331Lefc216JrFuovexlypzuGdh/jtnb/E1hbG6XFjijYEGTo6IoiKRFN2kstU6Vq7jmSzgb9NAZuIYFp0eoMUFpIcOXiSsegM8USSaHiQtavbSakGTpedQkDhtptu4LIrLqLstqF57BhvYex9S4XcbKkkchkcNpFVSyN09bqJSAFOxaKcG5lHciuIdqiUavQ4XSzv7eCLH3sf2/a8TKpQZtfoDEfOJojNTaPmkpy/ch1Lu/uYnJ7lC795kGqtQVDP8Pnf70dSmmxavZglgz1c8/YtNNQKPZd/CA2TRGqB1T09eNIV3rnxUjZtXk1DlGiiETNd5MsVgi47IbvEsSN7uPXma9m2Zz+NVJGlF16BWiuh6Souu0SHr4dmzcDhcpLL5TDsDgpGnkwswW3vv5LC0UmuvupKErEo+4oKpWKDulrh5MQMZ187R/bkCPOnz5At5GhqHlKlChOz8xiSyO6dO2lmSlQyGRYWopiAIElc94l/Q1ChTXHw1Ts+w5Xnncc3PvgeHnz2eSbKTZq6hq42yZUKxEfGmUzMU4inCEQiVAyVS1evQFkyyEBbN2qtic0wUCtFSnod1RBQwt30X/YOioUa+tQCQrGJvabhlQSK+Sjexb08dcwO6QI9goOvf/R9/Oiz76c33Mn0XJwXXknxg+//kkLFIpbKkRgf4/d/uheqFbLFAk6HgiY7mE8Ng+Jg//bdTJ44TWp8GklxICsy5abAG7EMK/oHOG/LGlZfuJreYDvRbIZSzaRWKbN9x0sE2zs4fPxVDO1Nm9t8Yh5NVTENnbPTs+RMG+W6wcOPPs22f70MapOmLlEoVZCwKGkiThG2DifYk4jx3W/9hFqtRr1V5o19R5g4fZwVq1ZgU8uYrRzXXXYhrx7YRRUHstPDD3/1B2rZAq72QdYsWcFQRzs9IS+/fvDP6AiolkLA5+P8S9dy+yduptNtJ5/PU8wXuO32j3DeDbdRq1fIJ2ZITqcw0xWMSpVipUy6bJAp5hFsIt3dAa64YD1aqciZqSgXX3kTqYm9/PT3DzCVnCU/l0QdqSGMNyjNFKirLRra/xJ+6h1cyni8jGYXWTfYy/VbLsMmCozNzJMkxHyqialpBNxORLuIzTBwe31ccPFFPP3SAUL+MHfvHOb5V0cZXLwUyWnh73Vg61mNGOrGkkCTSvQv7eU9X/wZ4UgHm9auod5ssfj8d+MKd1BJZ8i3VLzuED6fh4JaRPZ4uPqLP0a2dEYnxrntPR+gXKmQLtU4PTPPQ8/volx3cMGXf4Jp2inUwNTzVCoZ3tj3EiJVMukU8USc6z7zDfRYg3nDTrenhw/f+E7edv56Fnq2sG/HBKYgkEhVGOoO0Rt0ki5W6e5pZ/fRU1SNKiXJiVprkasU+eC7r0Nx1Fgc8TE00MOR4+ewDJPXp3IcPTFDVZIYWNLHbdddTW9XgGJdxdCbjM6MEU0t0NMZIRCU6OmJ0L+4nyeeewa3pVFsVelfvZE9J49y0aZVrFwWYdPK5UzMR9n4no9gGAbv/MAXicfjyG0R6m6JQiuDiUw1V2XTpXdQfeNOzqpeLL+PQK8PqdvLxnV9nEm1yFXg4b/+kjW3f5exZA6vz80nPvoZ6pqdyz9xD3fcdYR4eo6+izoxxQZX3XwxS9b0sGJDL0Gvj+h8DGN0jrveP81X7nsRRfawrquTaK1MtCHy3m/fSzk9y8zUOVz+EL09PYzNj5LPJQmGfSRi00iySc+mjTzy+D8RHRrvvf4iuno8tAftZGJzVEyB9777eqpNk7dftJkLgyafu3wdd37pIyTjMTRLpKdzPR63B0Mw6R7oZFGkg5GJcW772odRQivwuhwcm8jh7umj3sgzl5tBa74pwGmKAQzDxDRsdK26kNWLVhL0e6mZNqq6iqZqfOLjdzA+nmaiWKe/ZwmdPQoOpUUoEqLREFDWfJUlN3yWSqnMReddzAXXXsHu10/x5JzBgUOTHNh3nPMuvZlEsUFb2I3U0WSqNU13p8izRw8Tfgvme28JP9133/13fWTj+ew6NcFUNMnMQpRtJ07w+3+9xB/uf4QzJ45h1yp4gm5slkhn0EvLtDExOs2rJ8+hGzpuycHehXkMS2d8YpiDJya55IN3sHf3XsrVJt62MKlojC98/Wt4OyM8dWAfV332WwR7F/Pq7jcoLahUalHypQpeu52gTyF805dx+UNouka2mkOolZgrlonNRckWc7QqOj99bBsbLriIz3z0YwysWs34yYOImkxbMIjidfPM9m20BIObPvdV2q6/jZGH7+WHzz1J1TDY/B9/IFG38fprL9AlWbhsJi5nkPZQG66Ai6Zd4Tv3P0csVyLV0NniDGL5HPR3Rej0tGFoKsMz04zMTbPrxFnG4nWe2b2HQY/JH555kWd3nObvu0/g9DoZn55FrMaQQ21USznCvm6quSZNQeXAfBybLvLbh3by4t7DpCsVOhQZp2HndCrDxR/4FCxZzW233YBq6Nxyx6948JGfMqAFUAWNTD5J39vex0c/+wWeefpp7v7bY+x/aRd6LIbaULn3wSe48LPfYuuzL+L3eomn6tz+f36CEVlGOR6ja8NlqJbA3x97GNnzYQI9OdR8iw6nD0O3YZeh1RLJFvOcHGngcAbJ5XP89pkXeeKpp/nEl7/Hlvd9EK1p8OozDxJLT2OITlyiTp87gKQoCDYbtXoRE41bPvl9hs47D1ny426VCLu9aI0W+4an0L1d9PeHOTc9g88tsvamT3DtF75Jp1vG63FQL9ZoXPd1Jp96nqlEklKzRSpe5eT4acaKIpddeQ3/fHY/gmCx/ZUTfPCDNyM37HgCDp7Y/irTySrvfs/1eEJeuvpW8oMf3cXREyeRPGEaRoFmLE9eaWdmLEXf1d8mExvB12hgt7spqy32HRlj8QW3s2J9H/41m3j+nw/z+6d2kg724RAM9ryylXK+QKNZ5y/PPcnD9/+ZDsFPJBji2NgYxXqDuaaLz3/+jv95/NTb2WZt/9V36R1YjsPrpdCs0O6wMz02wwMv7SSWK2AYVZw+N1+67gpWdS9H8jio13JUalX2TGfpFE0a5Rqy2UBvtRD/P+idaamcmE/wtu52+kN+1q4YBFnh9WOn6A6EmapmeeLQFBsinRj1GrZKFbtLRtUNRJ+LjWtWsGzLJn573QfgprXc2BWhvX8lLsWG5AvQqtSo5qKMzGdo93lYumQ9ilPErcjkqlV+8Mjf2HDr59jxxEvcvGExt1x9CYHI0Jsh3TYX/4+282yTqzqz9n1CVZ3Kqbs6d6uDupWFJCREjiY5YuPBOWKPZ16Px2HsGYwDNh4cBnDGAWOcwWCCAZGMIgqt1JJaret1uLYAACAASURBVM45VFfO6dRJ7wf+gH1dM/s/rL2v+9nrWSufWOCne17lyNAg79uwiUsG+on0DODw+BAMk+LSAquxFR459jr2vpv4zPvfhbsmIHnsyKKMrmnUK2n2nD3LqVf/xBc+9n4KsTmK5TSVQoVIz07OTZzl5GKFjnCSmy6+nog/iF1xkC8nEdu3MZsQuP1jP+S5v3yKU6+dpk3W6XQ5yRfiVAsFbDY7uuTi6PifOZ/u5KOXbGRD7waamjoo1tPk4hmWV+Y5kVK55J1X40ynGejehCiLxJaXSKxMs3dymX2Hhrj7S59jc1ChroJpWdjtTpzhZvztA5w/fYgHfnQPF/fvZHNrkHZ/A5YpITvsqNUC87E40+kxLgtG6FnTR7ClDV00UbU8icllhpemWbe0kxfWFrjtsi0EgyFEm4wsSSRWFokvrWD4nQTWbuaxX/2Oz3zkI9j8ARbHJ1gYP8PfDr/OfLrIf37sowxE2vBFgqBpINnJp3Oci81zpiAhZUbpaXDxpksvxkadXCKLmq0yV8iSUvzsPT7E2/v76Otsw9kUwu5pAMDQqjjCHfz8J1/m0q5eGiNd+AOtOFxuvA1BCukUK8kYve//Iv/64XdyTV8vYW8Dfl8AWVYoxldZiS6wkEsi+Bq552O3UEdBEGRysQzpWJ2cJPD08CyHX/kVOxpcrAk5aHS72LRhM6HmCF2dG1j/kS8RSxf/97+fREFEq5uUC0ky6QSiqqEiotk0tq/vw+vzEIk009/VwJpIE5ZTxtQMRNGFWn5jj7Ver6GLFoYADsWFaVrINht2Uyfi81HDwBANimoVt1viup1bcfghl8vhDzgxsLCJNpxBHyYCLo8LpW4Qbgi8kZBos7OmqRlvYyN+n4In6Idqlloxg2x3IQtOVE1CM/IIpkoml0CWLD7+ppuYOLSHW2+8gZ4mP5pqsLQ6jyhYWLUiycVZbKUSvW2tVItF9LqGDQlBkKhbGrquoxsW116xm1veeisrF0bIZFYoxJNopRKVWIrkapI17e20NDcg56I4wjYkwaKpswdBkOlu7sbj8bC5d4DmYD+aYWJZBgFPhOzECI/+4LN86TM307pmPaGGADu27aJi5rEsk0CkjWBTB6FwkNVimK6wH0WQUewiqprHKzlx2mQUp5tiZpnR02dp8zeQTK+yvDCLmi9RV3Vcbj9ve8fb0dUSijdAWc1hiiLpdJL4/BRjR14lkVxBcDTiceigm5iAXivjUgTquoHDJuJzOJFE0ColLAFEQ0fQBaqVMtVCmUyTk4pYpFpTMep1LEmgVCmDIeCx28jOzGEYFldfdRmRjg5kAcIRP0GXk3KuhF00KOZyzMyOszQzQyKZophJolULKKJAKR2nnlzlqnVrKGaSOGw+nHYFSTLxudzkcnm2bNmEwymD24auCUhuO5YAstNPuL0XQRcxJTsr8UU8QS+Li4ukshkUxUF3ZzeaYBFpbkBWPAQbm7AkBUOro0smuijicLu4uK+H8uoyYq2IVC/jcDgwZIO6qmIV4oQcOopHwCYrdEQ6qFQq7HvuNc4NHcMy9L9bm/+Q11qQZGLxJUQFGn0hotElkueT7Hl9kLDXTTqTJhBwkktmOb8wR/9aF0uLi7REmiiXy6TnF2lqa0QSFYqokEwyPztHx8B6VFHCZglUzTqZep0uu42VbJbRiVlURDzBBpYGD9O9dTvRZIJcJU2z3Ylck1gtFyi8nOezX/8yek1FzaV5ZXma63btJjlToKe5E1vYQ2klRjKfIyIFiKt1Xhs8S7ZaQrSLXHfpDm65/iaGJlKofh1DVrCLEvGVJbKlCu6QH6/PSaWggctHUjVorRcQyyLVaoFsIYWi2Fmam6e9v0hLUwABEbW4zOFDQ/i8YbZffhV/fugHxEoJtKZOcovDnBsf48LEIDt27eDya9+M88QpfMGNVI0U8UyCxEwMv8dHvljjA+96H7/df5ZdrwcYO34EXy3HwvQSrcEwdoeBZdURBTsZtUh7ewhfk5+arkLFZHBilr6uFlStjmEKtDS1YzltqCUNX8SHLpVQaSR+9HmmszrXfPgt/O73v6aYT7F5w05C4Ua6ujvQbSLldBpZELErIYpGnenVFWwClFwCslhH8rjwFEXyDhGbLGOVCgQ8CmPzs5ghD65CgFl3mW19G8ioGSrRKn2efhYWJ1mcWaKruYVgSwOS3UZrVwem6MTuqGMYBsn4Kk2RZjZs3Ea+VKR7Uy9NjW0kE3lSiSiK30NrZxfMpwmE/ViinaDfSyaf5NDwMPl8ng2d3Qy4RAZX0yTcMonxaQa6u3HlPUxOTdLS2Y2nmKNUKKFKMo0dnSzE4jS1tbI4O8ZCKs0Vu69AQSQUaKBmquTTCyDLzE1Oo3i9qLKOWdRYyUWxB69Aq9WJxqOcGhpnLJ7gtrd/gL5wiL8VdMKOOufHplF8Pgqzq9z27tupJd9YPvl7zz/EyN++77573nb15Rw5O8Ljz+xhfnaedDpNe/taGrxwenKGzjVr0GJLgIf1XT3sP3QAh8dNraJSrdbxeD2cOnWc6XOjmDUVj8PDsYkRVLXK2t4+KNXYPzLOEy8M0Rhxk0zV+NMzr9DSEmFuYY4mj48LkyPMzUeJBHyIgkSmVGF6KUav38bo6RF23Lybct5EMRyEgm5+8eJB+rdfRiw5S74gcHBykof3HCeZznPt1m3c/9QBPILC/MIULx8e4doN7Xztx7/g5P5D3HrjdXz0c/fgkWQUm4PXhk6zKeThr0cGmTszyrZdG3jmT49zPKOSyszT4vYxpcHoyb18/Wvf5o53vZ3/+d73+dm+F7hu43Z+tHecf/nwDXz3S99k/5Fx3nzlViy9zNqBixDIsnXLDhQbnBg5zjd+9meSc9PUSho/3zPIJeub6NiyHde5Kd7x0U8gp1epZgr0BgLsO3eBZEmjUsuSzCfp7llLyO7j2398mtuvu5GDg8d49vAQPZ3NKKZIQ08DD/3sN1y8vpv7//unHD1zjp72Jvpamzh8dIxdbQFCoWYkTUDX4PuPPsJLJ8/S5LKoFsocOLSX3Vv6ef71Ibo62vF73Dz+0is0NXaj1Ut4jRKR1lb2jq6Qis/T3dbAb1/dx1KiSNAj43b3EW6A1157naaQF3/dTikf42+nz7Fu6yYSc7MEezfQFvbxg/u/x5aLt3Lk0Ks8P3iaYqVETZfZ3BFiz+GD/Oixv5KYGuHc+BiP7jnEpr4OxkcnqZkFJs+NUtegqamFyeEzVAjQt76drlCYC8tpetcN8JfXjtHkd9DW1s6rg+fwCAK6YDB65iTVukoiZXHi8EF2XLSNttYBapqJJxzg8FyO3NJ5Th09zPGh89xy5dWMTJ5nNh7F47ThcniYWJknl4ryg4cf463XXMy5kWlsihOXS6Wvdz1nB/fQpEiUJYljw/OIVZMnzudZ3yTw7NEJvvTlr/7vM3JD0G89+90vYIWaoa7T7HCxtncHseIMIh7u/N7dXN61nrdftR09byAaOkazG5CopOOslOs4yhq1ahXMOqI9TGxxFo9fQZBENK+L7Y0BJNFBa3sTR187htfnobWtgUCkiWee30/aNFEMCa1WpC576YgEWYmvYmLjog2tHHrkUT7yz+9BE3UafV2spmexXAoNrb3MLI4yPhnH5Q8ga3nMbIVdG3cg+3U0t4t4LM2hqRyfeMd1pPMmEcUi1LmF2fNHIRRgYXmOx1/az9ffdiuKz4eqqsiahL+pgTPHj7NuUz+Hh05z397z/Oi/vsrc6Bg33vBucrEFNMugvbOVS+94O1VR40/f/Aw+TDAjVNVZRE3H09ZJvmjid6l4wy2k80mcgkK9bJAqRikaFityMztEB4ENG6icPILltJONlTHFCoovRKYU58ChV9lx3U102GwoDhGKDvDKCC47dlFi+OQQtr5mCnWTKzdfQq4cw1S8eB12xo4cZHJhkd7ebiKedgYHB7nm5jvQhTwnXjvCDXfczmS2xNE/PMR7bnkLqqkzOTFLc6gBQ9ZoaelAFE1WRg7RO7COqijgLBm02R0s2CwCikK0lOX8nJ3Lr92M7HKTmJnDXE7ReFEfroYWKrkU42cO0Xzpm1nf2oVer/Pyzx7h0vfdztnTx5ifnuKllw7w/97/tjdK+3I5AlU7wXAjrtYmAj6Fsdgyfzm4h3ft3EKlbtHv8eFT7AQ6/Qi6g0Qyxp7z47zjskvBrjB1bpgNV9xMPDlHpL2dqg4Hnvw1a9ZtoMXXQiGfoi3QgqtrzRv7w6LGeGgbe3/7PVrdYZxiiPJygqaBJizBRmZxlWRmFddFrbxjXQOWZiOfclMrZ4n0hMgnDJaKFV7c8xDbAhGqos65oVG+de8DzE2epH1tP5d98husZCv/+4xst8k47F42reli+7ZLWFleIBZdZHF6Gr2YY+uG7Wxc34FDkHB6XaDYWeNvJuLx09nYytaOEPliAXu9wsrCPK7GMD53AKtYxq6a5BMlDp4bxSPLJKcXsCsekOw0Ojy8su8o/du3INVMbCg4ELFLOo3NIYxUCr8gkimVabt4C5ZooJZLpHN56nqd1pYB7JbI2oZ2IoqTdQ1BtnQM4HBHeOSVV/jt756mBT+oFs2SyvljJ+lvb2ThwhIvPf47qNchnSa3sIi9VmU2GsOh2SmUagiizPLMFJt2XkE+VWUymmAlsYpX01EKFeIjpykszFBbXWZhapTHHvwh9bqd/MoEIZ8d011lenQU1dCZnR1DM+sUihkSC3MEZYUHfvhjfvX4z7CZFpIhsHvDVcQCJoaaJZopoKoiit+NKQh4nDZCgQbWdLVTmI/isnkpJfN4gwEsVSMkKGSXY1QrJQorBbpbGsmk61QKNWy6zunjg1RqNaq6zlJ0hmee34NoV1hZGCWbrLC+rxvN7sBWK6IXikwtL6AYNlqbOgk1henv7MVt2kmsJDFEAacpsr61l3g8ibN1LfHxBRq8forRVbY0tVKeW8JlWBzY8zd+89pzWFUNj6qTn10mu7zCW255H0ZNJ5+sc+z0cYxSjd7GdnLJLFqtTDQeQ6nbkLMWnRu76Vy3jpHBvczNzVGql/jAre9hoLeH3Rs6qal1NMtGYiGLaQgYlonPkrHsNmymiOjwEVizHm9AQa6YdLR2U7eJCMUykqoyPXGB2dkJgg4JKV8jt5JkbPgULk8DAcGBw+kDr4d0IolSU7G5nWiSyp6hIRS7n7EjQ8haneWlBSYmR4hGp0CQUCs6L42NsP/wKWSXm5A3QHtgM7Nnz2Bqf38b4z/EyIauMzZygVgsxvZtO/E0NvP0wf0MrGklXsuTyMbRIl6i6TQBXysVXaCcrZItpqmUsgQ6/GDWyGaKNLZ2MXH8MBbgFU3Uqh3V5kARBWbSMdY0RKjVJWxOFzk0ijaLd33uXv799puw11OUNZ1iLsPxUgF/JIgl17nuTdfymlZBM0xMxc1CNkqDz4VejmFoUKomOTczT7xYpL+1k7oosvuqa2kNKUxFpymYZTo6+3C4TWYWZwlvHkBLRHF3dJNJTqPqBh9481tYmptiIbxIuW7wmyf+zPtuv50Df9uDN+ShJpgU9TozsSmmZoZZQuXii3aRWpnFb1YwFAcGFexBF+maxvmpM7Ru2EUiOo6toZNSKY9NyCM7BBIzc3z63z9LtVihXMmTT89QG3qVhbTJwMV+POHIG7lVFgiijVKphCZb7B98mSt330aykEIUFdKigSVBKpelqtXJ6XVaenoJ2DycOv8aHX1bkEXwuRVixTyYJkJFJtjUwtCFM9j9DTiLEgf3vsBH+9vo7x7A/8F/YnJ8kUKtgGa3kS9XMLU6+UyWqmhSqZdIVgrUZ8dxun0cGRkkmlkknehiPp5g/ew81psakQMe3vKB9+PyesinU2h2i7yap1oTabPrWHYTSzGoOOzEVpeplDLE46voska+XuXY8Os4bX7q0z6WV8+ys389FS2HaDlIOVuoDu1j80WtTEfnkHMprty6CcEJss1BQVaJ55OE3c24Ah6GXn+WZsVF1VugmlrGrGvEcxk0w6Klq4uDg8N07b4CmyBiurzs3HAJry+fJ7MwR9y+ipDK4HX6STpB0EzqgMORYHJqmFB3M4lyHDHgZyml0hCsUinNY9pMmv0uCL1xAS+mo8zMD+LxOnAHvH+3Nv+hF9npUCibGr6WMMlKjsVoArlYIDG/wsLqCqIoYbfb+fPjz/L8y/vBaSA4bBTrVTK1IqMJnUI+R7Vukc3loCSgyA4WRImCpPPIgSEKxRyiKPLw8y/x1bu+zWe+/DVmUxkWE1nqsgPsIric6G4foiuMKDiIbNyCqtdBtNi0K4AadGPoIts2bEOIrMH0eKjZ6lRlJzbFjuywk9UrJCsVvvGth/joF/6HuGagOCU+97PfMju1Si6fJz47Q3x8ltcOvUR8aYXVVIY3f/MHTM1PUqlqzNTLdG/axGQug2EXUC2DMwtpdM1ipVRCDLj56g+/z9s//F7uu+/biIJAMptGFCUODy9z/sIoI4fnOL/3KKVyDpdiJ5NJYgkqksOGIIjc+tF/56r/91VmVuapWfCVHz3Hj77/XTRNw+9xYWYsfvHbJ4gmk2+ItVqic40P2V3H3xDgngcf5nP/+XX2Hj2JFHBjSgITF0Zpdem8tO8o84sp/vlj/8mjP30UQfFR0mvMLqRYTa/Q0dHCR+74VwZa+xHFGlddt4NsrsK/P/AgP3n0+1iywHwiw3e+8QC/+sEvyesVRMVOTauj+NwIio2CZMcebqeppYmWgYvIyyLugEJ+ZhlZlplamuNnX/oGv/zG91iemqVcKYOnTl2UGam4yGsG6ell3veuOxiZniDU2EA6lyWrQt4S0ewiqgQ/fuRR/vCXp1hOJjGREIId2LQSLZfsYrVQYNsluzFzOt/78WMcGTxLoVLB74jgb2plfnkFo6QSlmw4egeo1as4FInzFYsadWSHwWo+x/rOAf7nS99CK9awaUUikVb2HtpPRTGxi9DR2oHscqDqBrglnC4HieEY56M5sqUiy6dHqcwvYhOqCHWL1HKaG27/KNlcnWq5jjVX5pVXXscd8LFayqLxf+TsSuZyLMQTLK1Gcbg9rO3uxh8KkE7FUYBioYog1blq943ccdWNlFcqFIwSNVOlWNW44X2foFq30EwVu+BDEyxKVQ1SSeoVi09+/gv85qVBxhaWuHnXdv71Q7fxpQ/cgWqZHB6d55prrqAiutAMnfT8LC5dxyrVmDw+hF6p4fY4qRgSomEjPpXmj795mq986WuUKyqCKKJrWVRdp1gpIjplQpLMdZdt4YPX78AsF4gtJ/nsA88wOhdlbHaO9et72LrjInas6eeV0+ep2Z2Ilowj2Epjc5iOksWHb3grG+1edu6+nLwl8vrILKLo4LP//T0a2jt57lu/5OADf+Gn9/+KnKGDZSF5bfzihRFcQhnTWEXyptANgdnxYXIry0xMzlHJJ3HKAj/8/If4+jt24zBVJNlGrrqGWMVOJpVH88jorjyfePeb6F3TTayUZ/37byUQ8TF07hCxZIJv3v0p7rztFi7ZOEAxmyaaSaI0W8zOLdC/tYfGgQ7ecssWrrliK/HFaaoVjaW8wbZdl9EQDjO5MMzIxFmCIQ/R7DwvHhijWhZRvA7S2RReReTmK7dx29tuIpHOkM4XyJWqjE3HySTz2CSZ8mISqe5GyEiEAn4SmRy+qkitVqdT8fDZb93Nhz/5ATrXteCw2zDKEM3mEMQ6N73rM6y5qJuWNZ3s6Ork+VdeYaWkYugiQ3NZdMPC5XZy+9W7eODuu6mrKrlalUBDK1fuctOzs5NoMkM2laZeLnLZ1j76WlsplEtMjc8Rm43hVWwk40VUzU58YRYl1EjXRZdybjzOSixFIV1FMQXanV4+98X/QHHbyZeyCJbJXLqMt7GRsLcR2e1HIYhggSmICKIddwheOvsqkk2ja0sbhkekORxkdmGRYm2VD//bvcykqwy0BjCddYJyienFRcpuF/wD8Xv/0NT6m/fee0+kuZ9cvkw6Pk9HuIUOf5jOnjWs1kpkawUiPj/b1naTzWRw++0ksjHypRrzi4t8/Q8v4a8V6GhpQNXLGPUasijQFAnzyEya/fsOE4vFmZ5P8e4bruHygX5am3185RdPcWE5RWMkxPETB1nfFMKrSJilAnWjgmwUsckWy5l53nP3b3jvlVsxnDqdvW3cduOV2BSRVDJJplbmxFiCWqWEqFVp39rJDf29bN3ci+RysZrKcOltn2fDTR/nzz/9LgdPjnL45BBHRi8wNDrDVDRJTq2QqQj4BYNNvX2YpoYz6OPnv/8tr50aJVqRKVsGmkOgNdBIU1eY1fwSvqYgE6dP8oOnnuSq3QGCQZHfPHeef775Unx2D3nFz+RSBf81X6U+t498UaVn/XrC7jBNDSFcbh+feWAK1SZTLic4d+I412/qxSO5cYXDxLNx1t1xM8vlLC/+8jnS+SKFgsGG/o30d/fgdrkYnRjh0NAwE0kdpVRGyPg4fvgob3/zW6kZMr/ec5jFuWWcpkLz5e/g4OBxNkRaaOxpY371Ao8+c4bo5DDrBvrIRBcYHZ/h5quv5uLt2wg0h7BhEKuUGT4/iTPUQEefn4g7iOAwyZcyWPYKp6eG+cIfzvDlo3/hxOBxgk47LpsDSRJx2x0cO3IUb2Mrz750hMlEimCwi3decTVavcTvnnqG07NTyJUaN37oTkZm43S0RvDYdRyixPzKNB6XndVKlc1X3oq9Po2Ojw996qv0dQR52y1X09LQiGx387OXX6Nl961Ul8ZY191LpCWCLGjoaoWqw8e6y66nq7mZ1vY+VhfOsmlgO/hlRFMnaGvGteNaRHeInVs3c2LwAAG7l3Ihh81Rx+3wsJSMU6jrrBamMewyk8tL3LxuFy3NHUwvZplYnCNuu5QLo8eI5lzILoXoSpq29nacpsDjs3ampxa467/+8++aWv9DjFyv67Rv3Yk1f4KRBY3V9CuElQApUWIkabGjucJjL7xI7/vvxNfgoqJXWVpKUiyWKZWKLC+W+M73f8LD936ay7u6EB0KDsli87s+Q+au/0B2uZBFiZQu8da7HqQn4mFpOcY7/+Vuzvzpp0iyjO6QyOgWLa4IQiWK2x7EoYi85VNvpdmrcNejB5mMZnjT+h7qNRPDbWDqOqZTZHb4AolElordQ75YYM/kCTbYDFpDIZZqGW6++yd88EMf4qHfP8FVX3iE1374JZz1RVoaPbxCmAg6tarOjR94J8/96Kd0eHx0NDUxmi2xXLDYuLaDI4vn0CWZAH5+8fizrGvpJVIVOLh0hK/8+nfogs47b28gHJI4ccLJPYeqXOlaZNTZx/XX3sZjP/sibx9wsrQ0zsGxadRCEcNpwyiqfPE7j3Dfl3/FZTuvZv/hV/n1Y3/Bo8j0dHfjbIzgQqSORlN3DyeP2HjfR97Dk3/9I5IjRL6SoCnUyG3rt/HL+RxdvR7CIZkDz0zz8n//kZpe4MZLN3PdNbdzxbtv56H//CRf+p+fceedn6WpCmski29++l7cfU0kAiqvfHcR70A3f35+H5dfsp2w5Oep04M4bBa6TeDWu37L8Nc+QGkd7GxsJaAomD43yz3XIf3iINMnz3DV9W/lF/d/nSsuuRQEjQP79uGyOxj/418JBZoAKBWzXP6hO0lk5vmkWeCn9z3Ivzz+Gi++9iwv/fUp5hen+eN3voxLs2GZDhbLKjd8+NPMLi7x/q98g3xOQsPF954dIe/qZurIGS5cOM3OLVu59tY7+PUDk2QODXHR2m4CwRBxwyKUTiOKoBsmjvBGYprA7/76HO/asQNHKyzoI7T7bkFEx2F3MT45xsDVm3FLDQiSTqK0imUTWIk5cdpE4jkL25oI9wztw3VsiiUxwLpr/oNISzOKw0PJ0jgxV2R1NYHoEHjimmZuefd9HN3/6t+tzX/o+6mnr9f6w+duZMOmLciyQkWH9MoSqUyaMR022SXczhABLYXpjWCpZXKLK6QzMR4dH6exZxfv2ryB5vZGHGYdu92GYRpU0BidWeb1qRQNYhCPx8XaZiemw4bNbkcWbZilMifTSdaGHWxq7WVhZhRXOIADkF0BKoUcZ5bmubQlgDPSRyEzRmp1hlK1itvXQGv3NTz0i2/i8rhJlX28Z9d2mvwebKaMaHciSRKJRIKfHTjK+67cxIbuPlLlPEpTGE/JpKuzl5+PjbI0fIH/eMe1OJrboFrH5raTnJ5lanKUxVKJA5MJlHqCW7rDNLU30RzpAkkiHGihLEs88ux+7rzjViqWSTkaI5VK4XIqlIplVopZhpZXCbm72B0OEXb7saw3AgwNw8CyTMZiScayM7xr80bWr9uMKgoUKhXUQpGpqWlGcjkmZifZ6JHpcrtobG5ClhzY/D7aOntRq1X2zi2yuLrMJ667CqWxFZe/A7OeIz07RbaU4LGT05yRP86WpiT33rSW0tGX8IYbURWBWqrCayNDzHtauHjTVmyiiV2yYWga7sYmgh4/DW0N/PiuT/KW3hZ6Nm0l3LkWXRARaxqTZ4+zb3wW37rL6BEFbA47kmInl8mjSSb5dJZYIo/a1MSV3RJ9LU24GnswNRuCqFPMrvCrp5/E0+xHTplsXruGnvUbEGUFmyiQTSaIFzRO5VJ0FON4XX5AJhCJYJg6Za3I6uh5DiynqQpBbruon76eNUimhktxYFgmHmcDxyfPE/QHaWtfg+wLU8ksUyxUqRSqPHd2ktCu9xA/+Al2Cm529fRRddjxusI4w21ohSKkEsRyOYS+i2nr7mJg/WawW2SWFkhEF5nW3ZydWSJ26hjvvmY7YXcrzoYANstGPj5HrJjiA/f/iXjm/8KiKRqgydTqKrlsDDOTwqoLeJ0BWF4ilUpBLomJgJ6M41B1JMFAcXshWWHdQB+1ch4zl0bQLKqVOvlsEa1YI2BzUM3nqGolOtpCyI4ALZ29OF0BQoEAYxSQswAAIABJREFUmqETDoepFIoEwiH6d1zP2OmTGOUKfq+CIAjYZQmtpuFqG8Ab6cC0S3jcPvKFJB6Ph86ODmJFCHo8yKKEx+PBFw7S2BqhqlYoqDl2DzSQSiQ5ePR1OjqbCMsKulajophsUByY5QyZVJJyqcBKchXTYaOEiay4aVC8eAIumprD6E4Jf9CNYdWRLA3R7kCqVWkKO6nVahTSWYJNEVwBH5YsU7cMWpqbqFcqzM8to1byrEbnyOWSFNMxzGqVcraIpaoMDAygWSIrqVUUxY4ig8vlQpdF1nZ1s6azHc0wWEjGaIiE0QQTq6KiqTXAYm1rO2FfCAdQWM2j5mJUMwVSS7Oo9Rrr1/Riil6uaK+w76nf4wgGsEQDvWRRK6XY0BHhkp27MCwDm12hs6MLu1PE73MTamwgkUjgC7cgSk6K5QqVcpF6Pouqq4iYNDcF0asFyrIFLheiM0hbTy+CbgfRi+l2E52eQa4XqdR1bDY7plqhUiiRSa6wu7+DfQfOoGkammaALuL0BjFMEbcnRGtXK53NzZSqOkVVRfG4MXSLUjGPoOqU65DP5Lj6ysuQEZmfnyccDFHOlRA1WF6dhkqZcEsT9UqRajGFv70PxR+guSPE5Rv62LZzC3ajiYBNoWJq+BvbcAQ8RJemKGt5xIAHxeOmkklCrcr46DCp5VVk2YVot7M8cZ5LNwzglQQ8njBOnwNVrZMuZ8gZNVwuB7LN8Xdr8x9i5B/+5Bv3bNvQT193K9GVZQ6dH0aSJSS3g05/gD8fPcnWlgi6IKI4XMzML/DSyAU0p4urB7rJ+PxEBJjJ5Yhnkngamsnk8wwOj9LdvZ7BiTF8ipfBY8fIZLNkk7NMj55FVpy4Az5Onh+lt9nP6QvDmMUYbpeHsgBnh0/S1NoFpQJWrYpaSzM0eAQtESUWX+WF1y8wduEgt7/3U+QzMTpbe3ntwEH8YQ/pfJHJ1Vn8dgdIMJXN0xZpZDaRw3B5aW/t4NCpMyyk01y3fRMXYmlaQ14Cra3UUjkujJ7nV7//4xvTSs0gZBeZmRyhLOmcnl6mtbmZaDTGVCFHOOwlEOnA7XczOTPNgf1/w+P1ka/VeGHPPhK5FM2t7Zw5O8HurZtRK3UELObiCXJFDUORiAT9HDg/xNaBtTS2dpLN5chmigwtLzEyN4ff42H/iZO0eJykKmUy+SpruzsZn5zBEQ4TCHnZe+QUuuxgbXcbvpZ2SqUaS+lFRudmaW+IMB9NcEHvw1p4hoWleXo6u5hNrOIP+SkV8pgSxAQ3lXKF3z/2MGdPDnL67Dn2vPwsgmSxcdMW/vbkYwy0tRBsiyBbKvVqnaWlBc5OX6A/2IzoD2OaGvOpBKnYHGY5xsmxYaYKGUQEZJvCuo4wS9kUCwtR/I1tVNAZHDxEa0sLU6tZWkOtFKiTy+VwukQGz57jzOQksiRx6NQpWpwOsqUsFcsCTOqGyvDoONlqldl0lnSqwpZNA1yYn8Y06zSGm9lz+Bilco2Otm400aShpZ3ZxSRDJ08yMnqB02NRZuNRtl33Tk4/cx9tQTdnVgr4HAodXesoVerILd0UMxkUo0bGeKNsMNLVgaUZnB46xd6jJ9m6YS1WSWV4bg6tXsMejBBp62M1V6AmB3DYHbzw+gk+8/kv/u+XuEmWnWlrkQd+9BBrmtewraWVDZs20utvp6mpGb/fz0KhxIOPP8m3H3qUYCTMxZuv5KLufprDjQyPTmJICrmlPKOjswhWnfEzIxRSOUrpNA5DIhVbxRsOcuL8WfyRHp598TX++OSf2X/iKNHYKj2RNdxw03vJVQXW7ryOiakYGzbfCKbBlt3XY7fb0XSV3z37N0ZmSrQFugh2t3D9TW+hnE9TSyfpam1kx7arKFkNNHkaOHVighVRoKDVWOeNUDFEbrh8NyeeO4o/EGBlKoqnIJJWVTSvl3ihwI8f/CFP7HmC9EqSHTsuY+OWHWzYsolmt5P+lgamh2YxfL08/dSzTI6vcN8vnmFubIa9e55HtiQ0tcLZkRWy6TzHB4c4G4shWya7B9axvauV42fOcu9Tr/CTJ//KyPQSj+47xKuHB9G0OmGvn+MLc/zz/Q9x/yO/4cjwKMfOTHP85DCFSpVsKoVkVJlfzjEykeZvr+4jsZrhxb3HWJyYx+eUiC0n+NGD9/PNr9yFUC/z2KNPMjo6Sb0m4jWq2O0edq2/iJzhYM+rL7K4sMJdjzzMuegSahWK2STjU+eZXVqmtXc9TqeT5USVhx9+mJNHD9HXEGapkOfzX3uEOz/9HQRZZDqhMj6VRLVqKLJIOhPl3KnDCOkMbmkAGzJ+C6iXCXlkBEHk1L4hctE4Uj3D2KkTvHp8gnK5TCqfpWSWKVd1JiZnWVlcIpmI8vhfX8Su2NjY343bE2Djlp0cPjRIKb1KV7ARh+xm7MIECG5Oj41z6vQgewfHOXV8mroLTEHm6RdfoKwWaAyFydVqPPHcU+x9/TiRYCuJlQTpTA1F12l0+6lXJUajOaKJAqWZCSS9zO8ef5JStoDUFKAuSsyk8jz2hyd5+cVXOD40ys7LruLSi3ezPDNCwjQQmlo4ePYCZimFrBrEshpOhwub+PfL8x9i5L7+kPWdB3fQm9mCq96ANxRE9tqpFVVqtQwT88v0hH0sLqyypqsPcaEAjSIBR4Azsyd5YnaW/3r/B6nX6ni9IXQMnIqLbLGCP+Dhx7/+DT3dO2n3BqgLJpl8jXV9EfwNzWTSaUbm5tnY4ibcvhaXP0g9Hse0S+hqDZfPyXI0jjY5iOj0IEkaoa5LyK5Mo4RFJs7uY9M1H+f04b+xrmsjDsMkkUwS8jZgd9pwBT0oXgcnjhxj7ZaNLM8ssH5dH6LqxrO5A7lioLsVnnplPxsiLsINXXgsjdXJeSL97djb15A+PcTgqddRbDm2btyKgMz4hfNcd8sHOXlsL1su2cHBfQe4/o4PUqioZKJLNLSs4eUnHqN9bRc+n49KdRW53kSLx8f42DiK6MbtUshUC/T39VGsFpgsrrB+8zoUS0KLZYlGs4Q6AsQzeda0d/Cnp37P5Zu6qCRKRMKtFFZTXHnHP3H++HHWX34pc2dP8+ujU/zbP72Zro42ClMJQlv7mJkYI+RxM3J4Lw/UPsaed6osDJ+Eqgebs0awq5tiKU91ZYnHlpJs3rgJtVolFGrGMGsEXXY0m8LF27fw8Gfv5D3vvQ0LhfTZYRpbu/H1hEFyM3X6CDEpTFuog5JpYZTK+Dou5tDex+jr6Uc3LC6sTHPnu69FVIJ4bRKVfIZ0IY5pb8BUY+x56RV2XXkNdlEi4PJwfP8ZLrv5WgxJw+8JcmL4DJnZcdb170K0QWxpDn+ohXwlS6VQ5s1f/g53vuMmvnLnx5B1ndlYnJDNQ1tXkLohIjkdLMbmcQZaCYbCeD1BbE4PEyMTlJKL/OpMhmuUE6yxaUQCXZw/dZLd/ZcitIfwru1BjUXR1SL7lmDozBk+9YlPMjl4lLUb1rJx5w5WZqaZjy5y/xMvcetll3Pxtu24l1eQnBLBNVupFjO8/e57GF1Y+d9nZJBw+0KIlky4LcDrr+/HLuk43BKWrLC5q5PM0ip9ziBjw6NYbgndFJibmUAVLG7dsJPE8gper49sIY9R1NHyFQKinZnJad562VWUalWWMzFimQKmamBosDg+Tjaf5MjgcXzdm7DQyM5fQLQ7gBoCEuVSAZdiEF2ep/+SmzDrKgGnG7tX46c//TnRRBIElcXoKtMzs5gVi+bOLvxhF20tTbgNhaXxeTKlEkvnpuhv62Lo1BnKqTiNukC9qFGeOU/IKNHS3EFrexsLK1GckRYSiwnkTJpiIUekcw2zqTTZ5QRHXnoZq2rR2OBh+9ZLKS/lWNfVQywexYZBW7gFywBPsJGI30M+niBfqvH0qwc5MTZOLluiWq9T1QzS0QSxuSXy2QqKaMeTq9Mf6qScySE6fNTKFS5du4UzFy7QEvIzNjpNZ6SJC5PDlGoVKuUaF++4hMz8HEGPiwMjEwQkkcWJCxRNjYUzJ+l0NrN47gx2vwfd7uDJZ/+C1+HEppiU4lk8hg25VCaaWKCnqxuvw0lsaYV//cJn+fwX/4uD+/ch6/D883sIB0KcO3AMczWKTXHijTQz9Mo+ikuzGFhIokDRyBEQRRqbw1QXRgg3NuC3m6SLqyDoJJbnoaKSyeSYW1gkHksSsjmIL81y7YaLmTo/SqPiRTch1BrGsEHYEyK6tIxhGLgbw+SrNSpqDcUdorGhAdM0cTvdpKoSG9paGRsdQRAE3A43rnCAdDKDrFtMTkwghDy43G5mphc4duwkzzz7PIvzCzx99ASyaGCvpAnZ/QhVnfWd7XjW9aDW61CCOi5EyUHEa+O/Pv5hutsaqdVq9PT2M3LqNEvTy6hI2ESJnrCP6MgFwmvWIXkbCQQakZQWBFH6u5X5j/UjWyLJpMqUNsPU7Djbb7iUbM1BupjFNCo0vfkOsjaJOb1AOOJjcHmWdNUk5bRjczgItbaSL6mszq8gqjp1l0DNEsgWC4iiQNVSsUkWgsPGzFKS4dmznJ8aZWp6DFOy8NtDVEWVWrWAo6WXsZHTpBJlCuUsqiAi2lwoHj/Dp15mz4svUvAEmV9c4r2f/CQOpY1cOcPYxGksWaBECU2SKFV1YqtJZhanKalFNENEVQTG5+ZYt3kH4TV9LCSTINaQDZHY/Bxjx49TiC3R7Jd4+cCL2L1eKlUVh99LzTIxbDaiqRiNm/txdnUxvZBkenAQQzGpG9obQzldZ3jiDLKkk46vkkrkUet1tDK4HU7KBszn80wmE5wem8LZ1MhEIkZOz9EdamQ+lWQ1Os/gxChnFs5jegIsJJcQXS7KloUmO5mPR7G53QyNj1PMFxg8cYCw10814sEmOhgaOopHsvGFb34dm7+R5eQkwUiEfCqDYhMg7GB8NYkuCnStG6CQSlKulTHsbsq1IrFMlJ5NG/nKXV/mwQd+yO4b304itkLA7+K1507jCfhYTSyQdwWZHp8gvH4rqVqJsmaRE6oIAQd5NU6uIjKXnyKeKpJUq2CHaq1O3dLJZKNIsoW3aw2hUAOzi5NolslSvYzlsHN8/AIWIlW7jVQsh1ork6vkUOwCyA5sLhMEATHo4szsKCVLo6glsSyTjuZmiqZKqphDNw2yWhWn109ezaELIpJmElte4skXX0Dx+mlq9LFv6Cy6IZCpWGzb3cbMyhI1o85krEo0mcLtDWPKFrLdjq5LnJmc5fzIBGf2HyRarPLRf/t3nEE/hmySL1Ro6+wgmUzS1NHMIy//lZosk47PITgFEP6PnF2plMnhE9dR7wzia2/grw89Q3J8CkUSwSZSt+r8cTiKTVQ5OHye3/zyeZ568SCKKDOyuIxr+2aqgkZVzjG1sMCH/vWr/L/P34tqqeiVJI2bLsbpdXHg9ePEErNctP4iAoEA/vZ2Upk0oUCAs1Mq1VKN/OwkK6MrKHmVYjrF4tQI37r/UWLZGLnCCh09a7j1zbdx/+9e5gOf+xFT06PomRTuoIJuVHjltQN8+bNfpVKpULRZGHaLimaSrOUoVzUcLoGJhRm2/Md/8qaP341qQsZWRPEHaOrpJ11MoikNbOxcy8nDR/nLi3to6GihmC9QzldoaGngG/fv4+cPPsvXvngv3vYGdL1KBRlJksAh0t69lmyuiNcXZnQ1ic1ho6z4eNuVV7OQzoMscWZoiMPHBhmemkdxisTjWdpv/zcsm0q0mGPTZZdy0w03MJ3JsVwokauUWSoIWKKGLRQkUYPLrr6eiq7T0NlOEZWFQgqbZZCum7xwcC+2ip177/keFUed8akRjk9Os77dgcfTytJ4nC333M9CPktOz5NVC8ylVgiHQtjdLkbGx3nwm/fxlc9/jqHTxzEdEthlli66lIpmUXd4+MQ9P+amH/2K7z74KyRTQuvbxd0PP069YIHNjcOWo8/fjlMoUxcMZEV8o0xeBxDY+5Mn+Z+7f8erP3gchyiQKdZ44uWnsQyTfKXEVGwJMa+i2B3Ey3kUReHc1DJqIYvXa6NYynD2yGGGXt3H4vQUVbWE3ebkrj+extCqZMoVPnrXfXzw09/g6RdepW5JlFWdWLZANP3/aXvvP8vL8v7/+a6n15lzZs70ujvbGwssZXdBAUVBmiWWEFGjRtQYNRq7MWo0KmKiAipROghIkbKUXRaWrbO9zOz0Xk7v57z79we+f4A8Hp/8D/frvu7rdb2u551i20UX43JZBJQA/d2dSIpKTgqSsfMUKgUkx0KJerB0k6ouMbtURFVVynoZ1ePm/NI8I9kcgmhjKy6OH5tAVj2Mzqc5PTHGWCpDpV5jS+8A9UKdqXwWbAPH+dtxuG8rEFItl3n8sT9gK5/AWvMaW65ahejWEGwbWXLz3g99icXxSb6/lOdL27pZ8+VVjE2PodhVfvPXQbZ/tYOFlAYS9HQ088OP30i4qYVqqUrGUfCE23DkY/T0tqEYbjLJOTZs3sS8c57Hn05y5UA7L7+yny2fuQ57YYIVF6xiIT1OpLkF1efi9y++yu3vXsOGSpZIWwtP3v09Jk7sYTy5SFtTK/Nz5wlHPIzPTbDt8gu54V3XUqtb2JUSqXyacs1mQ8tKptNLZFIpWlva+FS4ky3XbaRQmOfqz/6af71pC36/i0yuhO4XaGxqop4rkwiITM1MkSmVyJRMkmWLL926CcX2cenFl3P6xCFCKzpItqi8ePe93PqZT2DUqtQLNVTBocOnMLWU4+KPfY5P/8M/U7XgI2tb2LRpHbOzaQZaG0hVdWKNUUzT5mzSYnM7xB2F4TPnibpkXB6VpYrGSwdGuGl9nJSSJYxAanKGFfFmzi9P0rZpPY4MDR09/PTPB3n4O5/hfRd9ENXnIuvLMZQqMThXRT6XpzMuIhmzfKazmWJqBtPdwLxhcnJkkcs3yUiCQFcixq23fQTbqNHf2oKBTblURq8UOerZzKX2EP9z67XU01VaV3YwsTyO953/zPTsN5AoYvKWx5IsLeFSJYRyjdFkiry7j/GpMfr7FbZ86ArG//gk/ZdfQLKQZP/weXKmi+GFAv1tPvIL83SF+tAzOTRFw9XYwAOvnudLN65j6NwZ2hJd9AyspLkxiiYYrHrP+6kbZf7y1zt58s6f0xSu88N/+RjJfJYtvf0spZMMjZ+lIDQRjrrxyDUigU5GFxbeMtqERtL5t869rtapCwqTM3M0ECYkebBEg5LaiKPBubkca5tDRAJ+4uEoblmhlJ3F33cBLx45BZLG/nPH2LR6NWPjc2xZ7afR5Se5PIxl/x/hcG3bRjcEBg+9idjoYrljHLfogzo89/oeUsvLuCJhRmaTrP3qnYRw0xVq5k9vnidjSQimQ2miQjpV4fv3v8wT5ybwhT3kjQrTy0k+/olP4Ao10N7cwdU7L2fD+nXYssPUzBpWXXorx6cW0I0q3/vVY7RecCW1hWm8LU0sZ2aI7vwwtq7xyrF5amaIzkArZjWP7FFIeHxEu9v4+f0HGB0ucfrcOO3NbdiSC9FrISJgOG5e2neAa7//c0hmmU9VaI4E+YfPf4TtV1+KaIdBEfD7feSXF9n72mtMzk5TqVS4+KKtNHV0cnLoHGPzS7RceiO73jjMup5u+jraMCWNaO8AS1EZybB5NWmwVKiiBCLEYnESLTFsVaX9kqu59voPUdEt6vUafz58gsZglKs3rkJyeSlVShRyJo4k0rvjA4ymUvijXi7u7mVNvIU909PY2RK2IvH40RmG5paJxkOs3zyAGnXTs3EL33rgDe65fxhDr6KpAi8cH4EWmZIPmjxxNFvk2EIZS1I4nOnhHb3b+fqtHyURaeL08jRP7T6EyxuhUMySXl5EcbtIxKN0dHQgCALFTJJCNoVuOwiJ1Yx7L6err58LL9uI0h1D3/FVvv+F2xEVh9lKlJql4XZH8MhxmuO9zJTrSG4v3tXvwdaLHD19Gpfbx0c+/ves6liFIQhUHQ9FXWfHrT+kULBIxJqQ/Ca6U8DfGOPY5DQz6Tq5uXmW81XmMkXUso0qehmcq/OhT36bA6/vob9zDd++416eeH0/3ZF2rurbgNcb4PCZM3z/94+zqaOXZDFPplZnLJXF7/HT3hiioAZYv24N6SysvmQVp6aGWN/TjeJxY3mgMRImOz9FxTIZHJ/l4VdP8Prxs5SrOS695AJ2brqA6VQaOehDEATqipddBw/T3RlBs/K4JQm/O8jb4NO/vYoMIMkwOnSO8fO3EGs6wGTbLLGuzzLz5PPUClkiiV4q1TlSi8vccWYQNTrA7hPnkGU3X/jsV9A0jfaKn7wgUKkI7D41iZjK8Nk7fscDe69nfO9uNuzYzv6hI0QVhd7L38tNO1YzdHaauejH+evjf0BU3fzwf+7h29/4AZpg8vF33Mg9t/mRJIWyKLF7bJmTk+PceuV2Tk1NMro8TqjWyEhBYM3qXp58Y4h3HJ1mdYuXeGOc+199GUf0cM1lO4m3DHB4/y4e+/xt3PP7F5DaGvnANe/lfd/6Bt4fPoWesTlw/ChTk3PMlG2+9ulP8uSLr4JL4sCR8xTyNR7bex/bLlrBv/1pH5f1x+itmMQcN7tOT3DNjjXk0jkuvemTnLj/Zzz4zLOMljzc8JHb+PEv70FRJCzLQnZ0lg0X+bWX8ds7fs6mRABbV/iXNx9hy0UDVG2b5LkT/OL2j7BYq1OqlOj0hfjc/c/ycGcnuuzl+eEcOWOMy3skAiWL2LoNdDYkWMwlyeXyWIbG40fO88jhA/znFe/kq8+9xuzcDL29PdgzTxHubWFp20a+85/fplAz6Em00N+/iq/89z389Gu3Ewq6qBULJJeTqLKKjYOm1xEUBdWt0NjSRjy6mp8+8ww333gj6ZJGS3sToqlz+xf+mdU3fpr8E18nqdvUjCq5qsDE5DDBnd/m8EtPsfOD1+M6+Tr/eff/4gvH0PNJPvG93/HCTy6lqyPELR/4GH9/WYRQsIHNLRHUYJiXj59h+z/dS+zXvRSsMH47QzaZ4tnXdtO1/Sbk3p0Udw9yz2/v4rf//Sj3/+m/aOm/mJ/ueZOgWSYYCjE0sUDLiq0cGz/L1uOn+dq/fIHJ4QU8AXj4uWMosU4uubaJ0cUixWCRbDVFj9pHQvaj4KGm6Wh1k6V0iV9+/xOcHZ3h6KHzfO23D7G+vRezVuO7//NftAxPsevp45imzemTk1zSt5LuQABN9rHv7AEKVe1v1uXbGj9t3HyB8/zugzz47U+zrqeFhmAEURSQJJlcscBIZZrtXWGaWjsJNLagqCrpuQmOHTrCS6emOLR8ASExz+1bbVqaOgj7FNBrWFIdCxdzpRwpW2CrP4ih5/H4gkxOLzE9v8RSsUCyahBYsZm1TWFae/qQvR4cWaS6uMzMzAzjmsU7Lt1J0AItvUxmcZaSy0VydpaKCK/tP8j+oWW++cEb6I5FEcsm3lCAklajUi0xl1zCSXiJU6LD6yPg82OKoKouoolechWNR448x83rNxFu6iDc2ke9mEdR3dSSS8zPnec3R89ynRKkzRsk4FfxhCKYdY10ochitspLY2N84fYv0hQWkSTpLRibXWfy5DA/fXIXEXmRlrXX4nN7aI64iMViBP0BBEHAEhzm8mV+8dP/piUi88HL19LX50LxBehtaUJx+Shml3lyWuCq9j4iq9cwdfI4jqgzPZXiwLEpJvI5Vm6/lNqpJ/jebf+AajtIioyh1bFsA8sSeWnfIaLbrmVjJIpYWqZWyOHy+PH5AuQKWRxF5MEjY7y7ay2N3TFMxY9dr1OYHmGxkqUajXH3E3v4wtbV9K5uoynWhGTaKIrC9MgQQ7NZvvzgA/zog1exweela/t2VHcDml6lMDNOrprnnsNn+e6nPo/i8pKZW2Z0copyqoAg2wwtzJHGTVvCS7vfS69fIeh1odkWuZLBc0cO85X/+B4v3f8Htl98CYIgsOfVVwgHA2zZdhVv7NvLpR/7DIcfeojWRB++WCOK6kGSbeqWQaGY5lzKpi/qMDd4gI3NXYSDXjStjtvvRfGFcK3cyYc/eyvbViS4cvUmBlatxrJtVMXL0vw0E3MznJuf54pWA8fQMd0+6qkcxXyJ00WRkVwFo7mPj2wfoBUJVyiANxRA13U0zaG1dwXrrv0AC8nC/8X4CRRFpKvBi8ejoDt1ZI8LxyUgiS4C/ii1mo5hGCheD4ZpEAgFsUTo6GzBEotc/45efJEQAY8bwxTQVS/lkkbREDA1jXq9TiDoobm5G6/HQ7wxRiASQXIEgkEf0cYAfr8fHAePy4tbUFHdAfzBBtBNCtkSmcUZyvU6dU2jNj+Pu1qnmFmmKRHh4jWrcTk2ombhboTl4jQlvUJeqxIIh6jkkyQ8HiS/B0cSicQbaUzEkQWdklWnZ/VaMrkCsiyhKi6CgRCyrFKxKhT1OkFfkEI+z2IxhVazKeVyGIaBaRgUtSqheCO2LwySH0GVSRdy4Fj4Q2Hed/O1DGcV6rUSZrmI5NhIlgWCjdfnxi2rLM3MIcsuHEeirFs0Jfqo5yVkVxTbUpA9ca669n0YLgFLN2jp6GF6cpGenjZ8fpXGeJiZ2WXevWMHWqGIYJnoRhXDqCPLMqIksnbdauZHzmPZVdyBKL5IDLfPi2XrlKpF0qUCkVwB2bGolUykig1lAcEVQDVkdEPggzsvRnWbqAb4VDeiLJOrlpEcFUk0uOCCC1BVlaqu4bEUKqUlbL1KtVyinquycs1qUosTpBZmSPR0MrBpPYFYCNPR6E00ISkykeZWmoJuXF4VORLG5YvS0hbjsr5W3nxlL9lchaHjp9CLFWTctMa7eXHXX2lpCrPnd3dTq5pkc2mMagFFsrFqGpLloFgClewYJw7tZVV7H7LPB46IzxPAshwkxY2ZHGLHjp10NHfiCQUxTACZWr2GKKgIKMiym0o6RzFToDUSpliooLq8dA/0sv2WgdM+AAAgAElEQVSdtxBoChOXvYheN1VLRzN0VFXF75EZPX0Cr8f3N+vy7QHq777ne1fs3Mmz9/+G3pXdjIyNsLC8TDgWwzCqPPbC07zr8q2Iosji1BSv7HqBbLWCrhmcPDNNst5PmzyGnskxPjVPvDuOYNqIgk4uk6KkW2R0DUE0GBoe5eDQOaaSGc7MTuEPualW6gjhBJqp0RBPoLh9pIslTk2PITsOW7pXEulIYBfzSLJIrVZCcSkoskSTL8LE5DDuWA+2ZKDpdRItCSINjZSW01QdjYBboU3VEH1uSobO/qFzzGU02toSLC3P09i9htG5ZaIukcn5efIVjWA8RDq7yOCpM8RiUY6cPY+7UqFki7w0OIiu2aRLJc4sZujoG2BwfJxrrr4RUy9y7vwIPr+f5/Ye4qVDg6yLN6PGuykUUkQjEUTZAVni0NFBhkbOo1kmWzZv4q8vv4bH42Z+OYflUgm4JO6672WWizk6Ol0cHy3RHHAxvTTN2fFzvPbKXl45eoqJxQW6uvtJ6xYXdvlocLuZSS7ikjy89uZJxudmaG6Io6g2P7jrAQb6u3jzyD5Eu8b0UoaTC5N4PK63NnqWyiALtPSvxXYraFaZl86OEwjLKNUCk7kKK2IRDgxN0hRvIBQN8cL+o5waGyXR1MSC4xA3i0wXK8yl5nHJAodOnGJobonm5gaee+Mw2zZvpqG5g6cfeYhXXt7D8OwsuiPQ4HKjGRZ+M0Us2MxoTSZnePH6XFilKum5GY6PztHREGKpXGFyaZ5IKMz04jLnJlOs27Ke1StWUyzVMBWBIycPMXL8CNlUhhef/wuJ3na6V2zAnhpBESVS1TQnT+3HF2+grFWYXR4n1jrA/U88RUdLjDMT49RtEa/Px7GRIfJaGRGLmmkRalSYKVSwdZN4U4w3l3PEG9spKz6mhie4oDlMVTExQlGSiwvIiEynl1i1bj1/fOolPv/FL/2/j2iCw4r+lSyXiii2QiLewCWX7cCNQSjsIx7yILnc/Oc9T/GjX93HRRdv5f5HD3HXowdo72xHK42yKuBi9dr1RJpieDWHF579C/c98wqmKnF26Bw9XTG+/KPf8dvHX2J+cpnHX9zPy8fPM7qQwqVIVEpVjg+dYzmTp55NYWtF4o0J1qxfyeDIURxF4Ye/+Ckvv/os//ajX/KHp55hPpemaulcumYj3qif3lCY5VyKwmKFpall6rZGc3sXkXCMoCTQ1d5JpKGd48PLhP0uqvUav396N28ePcz54wfwNzYylisiiSJixkaQPBwaGcUTbMNtlVkTihAo11iVaKMrHObk3DIP7h9k/+BBxhcyiLLDg88/y1e++yPODw1z8bYLuXD7TsKJJvbsepGKXmd6fo5Hn36Wvzz7PPliAY/Py5Ytm3CMOi5RxrFs6raHl14Z5aJNm2iJRVla1BCcOCsTHhzRZnJmmT2vDPLNz/8LFdtFY2MC9CpSNcfQ6TEWs0UefnQXibYE6wbW0tW7lWI+R0BS+csDDxKWHbyqh87GAd48eYA77nuVfLWC5AoiBGPMlWo8/cpLHD16nEwqxRUXXMKGrg30tw6w+/AxJMWPJctMLS+QzxZo8AVxFBnJ46J67CRRn48Dh46z99QcLpeLuCfIQ7sHyRkGXktD16p87qv/yh/3HqSrsx+tWqEhFKVkmWiL8/T5VbriXi5dt5ouj83c+DAvDk9xLl9mfG6ejavXcOLEKX5015M88OCTnDg6yMZ1K2gPN1JQLfLZHGeOneHRJ/dRzhls27KDZSvAwtlJ/vzwg6yINeFtDCOrDbhQ8Boqr+3djemYnB06jFwucuHAAC5fI7ZpEVRhamaJ+azOzGIexRJ5/sU3WZye5YFnXiFjq7irGktzM/Q5Wa649BqamppobW8jOTpDezhKNBbjyKmj/O/DD1CqVP9mZb7tHvlb//w1yqdeo62plYYmF4ZtILkDCHadI0f38P73X0e0eQW5mTGWFko0d/upFWv86dEXeOOUxj9fu4qe9rVYRpbswgiG6CXQ5GU5V2B6ZpH3XrANS9IwdY1Hn9nNhnW9eEMh9EqFs1NjKJ2buGzdVjK5LNgeXEGHYDBMMpnkxOgpLr/hI6RPnoBcmZyRx9Yc2uNxUhMj1DD52Z6DfOnd1xMJBpmdnSBshvA3evF7vVTLBqI0SjgcxtfQhF2v42RS+GLtxC5az9/d/HGu+tC7+diNH8ZwQM5U0dJVcnaeRH8vlqDy2z/+gtVFhTZ/nOMT5+lO9FN1m0RVN6VqjZPZLDv/7mM0NgTQM8u4GlZROL6LdRvWs5Bc5uFH72Up2EJ7YxOmLUDd4Yb3bMc0Tar1Gppl8sOf/oa2mMVFAz28cnCYX3/jVsLNbnBcmLrOQgW88X5kfASiHtKLdX73xCPE3D6WFnJvUVwu72RDVGV5aoL+FQOoPj+O4yAYCqZWo+TuxO8WmJ0Yo71zEwvzJ1CCLmKCSqqe5r59i2zbupnOpnayU3PEFB/1gImvqYPC0BlKksmq9iaCjY2c3r+fmDdIsLMJwXEoajWWBvcjB/ys2HwJhl5HmMlRsvM0X7AVI1vkrnt/RdvAhfgSPbz6zEt8/Vvf5tCrT1HVXLhkKCen6N+6jmgkQTQQYmHsNCeHz9IwsJYTp89Tq53i2stupDHoRwk3EvJ4WVguIgsaEyMjdFxxObWxGnI0jNtQGB8+QfvaC5DtLARbmZwdIjZzjnC0C6tURfb5sPN1hPYgrniE8kKKNw+d4+orduCKRBkZPIlg1GhevQKX20+9kmf/voMY2hzvvGwDs8fO0ibFGZEsmmSLsRwsx9dxRbdKsKEVyyxi16v4o41kTZ1ULsetX/0Rs0vp//c9soPD2NwEHkXEMnVq+RoudxC9XCWbTHLxBZs4f/ok6bGjPP3MMwzPjnPwtSMk5yc5t5gDwcRwLM6fHWRqNkmtLhJxSwiZOt5SFUcQeO6xJ/E6brzeBuqWweDxMzQrIU6fH2NidomJ6SnUSAjbtGgf6EGW37r1Qw2NaHUby9JRZA+CpFCby9EWiTJ0YpC8VUZSRHa2b0RQvLgLDkFvI/GWCHVdJxAOILvBkCTy9Tou20F0RCqOC00Nk5pM0uGNYOYLjBw/hlSzGJmeQG4KI9kielXm5J5XCfgVMsUshyfGyRbq+AMuNEHCzKVQmuP4O7uJyjIhw6SzsZlzrz9P0VYZnpkmb+r0rLwAr6yiItLsCRIN+5EVH8PnR5mfW8Tr9SKJFivaepAFGZcryky6QmqpjNfjQlG9pMsV0mOnKBgp7n/wQe745fc48eZxxkZGqTgVyoKKputv9Y2t61DVANmUg2VZ2KKFqIqIzWGGDu6lULcpZM+RKWbJTc5RNHRMBV55eTdB6rgKBWS3jC2KzJ2bIqg4qIl27JlpknNzKJqGT3VjKSLnDhzDq3pZGJmlYes7OD2bpLowz+LEJDmnRiZfQl9OcuLoPvIVg95YlJWxCP1Njfzhzv/ioQcfZ3Z2DMc2ELwuXIEwiiqRL+QZzekEm/uI6Q7Hjx7kYx/YhoHI0MQMh55/hZf37KGeTTG4/yCRlgYQdM6fOkYlmaNUzfHsI09x1ze/zNz5SYRKFblYIhRN4ChBBMVLvr6Mt0EBR4GRJN5wI54GH4upRdwm+IJeSoaJX3IRd3kopbKUSgW+86eXcMZHWd3XS7SvmYx3NaVCjkqwAZdbQLMMnHKdYjKH6PIjecMEAzE62vsoFnJ/szbflpB13aSts4uxmQmUUBDT7aVSLyG6bbweHz++7wncjX7yVo0bP/b3rFq9moauBFVLw3J0cnUveq1MtLUdPyJ2QKWkaYwOnaBiOciFDCN7TjA8P8JiOcdUpoAvHmcqs0RGK+Px+WlJdFA36tRlBUMHS5Ko6iaeiB9/tBEVkab1azh9cpBctcDQ+WFsVUUzLArFElvfsYPk8iSaWMWvaZRVC9njolSu4nW7sHGQfSrpfAHNdJBicZL1NMlsmV15A1G2cIf9FMtFQg0xzIAf2xfGUmsoES9Ls3lMUWTeLdPc1cGh2RmmZpZ5Zugse44f4fdHT7NQLHD43BnS2RS969ZR1aoMz8xhKzZKwE3d7aYmOYwvj7OcS/H8rt109q5kMZOiVE6DJHFoaJpMWaPBKyLoGj5VZm4pSd2potR1lLAfB4PLrn8f//SFz/HBD1+HFPAhqDKn5oaxLItkIYmhpdBq4FJNTEPCNOtUtRK5ZIpFj03dpXBmch5dDTNrulhYniBbLXPhQDeHX99NRrZoaesjr1qsuPYGzpybArHG+elJdEmmVC3iaorjam2jbeVq6raOGvBy8WfvpORUyWpFfM3NRPtXEV8xQM2toDY18vjhMRy/wCNP/Jl//OZXWXXxhWy75l0EEjEcQSdXrlIrV5nP1/jTvY8RVBtwe2TOjI/zyX+4FtXnZd9IAVlWkP1e+vovJK/JRLsGODJjsutACDEQJJNdQrfqfOjLn+OL3/kBUk8HVbOM7ojg8iCrJrrLQQl3Y8XjBH0ypltCVd0MvryHcDDIYmoG1eOjvWsllarOUnqWxXSKmmOgxhoZs2SKS8sknSr15cOU3BF8bpm6ZiDINgUtidDUQFWwOTFyisLMJKeGj+G8DWbX2xKyadp0r9xCxBfg9T27eeqJRxBtE1szqNfr1Ayb5cU8iuhj+uwM8WAHTz/9KrYaoFASwBvH641QzyX57E/v5rf3PEF6aY5KpUBO9bGpbyU9V+6kgk7FrHHbh27CUYKcW1rErbqp1k0eeOABBFkiEJAozS+hWODxu0mms8wXMiDKyKIMDRHi7b0UbAFcbmxRwUTi8o/+Hbl8CUMok7IN5JqDVTUoVyp4A14Ul49Kqcp0tszBM2c4dewkFdPhQ9/4Po4AP/rDXkrZJG6/h3sf/hP/evt3+cG3v0++XMUnu3hqcJTGoJ9VksjoqTEOnxkm5gtz0ZpVzEkBapZNcmkJ1etheHaSEyePsbFvMwONCSKNrQiiTBGBnKYRDAZZXF4inU7i87nx+8NUanV0wcHQJVK5MgvJIj++8zVu//Lv8PljqI6bhbKJZenYNZPxQ0fJTdaopkpMTk1S1zTq1QqObiArClOTy9SrBpKm4mjgVmU0wyKluYgrKi2SC3Exz/TgWaTMNMmyxnK+wuaLEjxxYAIzt8TxoROUcnle+K//IV6vUsoX2H/mAIVyBU2U+fCXf8p1197OvkNnMU2TYrWC4JH582AKUytTzKepjczhyqlUl1PMjA2hKyEivhA33fwePvX5L/HUX57HLyiomsh1//rvbPviD9EtlUa3m3fedDO5UpK6rTJfqrGiL0Ns5QXc9+opzi/XGTx5nJefepyhwWFOH36DjHsNo/OjVDQdUzYYW1zGnE7irwgsD46hl8uIgkW5XgFBY/DAG2RGz5CbmGR+YYGKU0WrlJk4O4ku6+S0OuOj45SrBqPpOVBUDEkklcsiivDVe1/CiIf46u2/4tEn/8qjQ1mK1SrFShHbtsEd4Cd33EN6KkVbWz9lq8q3/v37WG8jovn2zC7HplI2cfwuNq7t5WMf/CCyIKGbBulKkWNnF1gyuxmaGKel1YMjFLjhvdv51d1/YeDiGzg1dBItGAdB5vYrN/L3O9ezmE9RF7wsZar8sHQTl/z4O2QrJmZF58zxkxjZZWyzzly6RMU0WdmRoJDL4AtEEKMSskvENE2CwSAdrjC2ZSMoIjd86jaC3ji9sS6cShXLhqpl4dgKn/nxL1kqF2mO+pkbmqU0nWd2dJpisUjFLFG3bVqCEqua2lm9ah2CYuO4okiSxGW3vJdpW8VxRD5x84e5887v8tCjjyAbBrPVHI3dKyiYIoojEO+MsaqjmWiDwHhV49UDpxALBX7+yBFmJ0ap1us0eFwszoxQ0nVOnDjBm0dfQzMczowuMJ+apaO9GUWqcfjAXpqaI+SqRUzVj25pNLevQ8ODqta57QM3Mjs+TbqQY7luMTmfY3pyhK7WOCfPv8HBk0doa2klU87TEINcOsvrx88i+HROn9iPbVWxpBrnx2eYmV6gbe1lRDvWYphlxJYWunrChGIxloomS7N5xk8c4fb39DKeLDCwqhuXIrL+snWUYz6Mcp3lSoCf3HU/OBYPfOOj7L37e6zvCmNqNgUTnNI8I7NL/P7F12n0erHiAtP6KKZW5uHDU5iSjx88uJs9bxzktluuZe3KLgq5DLZR5dyhfbiwOZKaZ7GgEbJtgl4Po9Mn+buPhgnENyPobsxyhf+87zXa33kb/Sv78QQcvvHbJzEtHY/HQyG9yLtvuZaIDFVFZ7KeJJrwk06nKeYL2IZOPptjU/8qQh4vbkFAdgz84SAnJ6c5bRs89+obaKUSja3N2E4Vj21TqdeYS2d4cM8hBEdEjYW5f/8wn/7U5WxpTBCtT0G0hZ/dfScmMtRyfPTqS/GF/Zw/dZjJ7AKWKmLZ/0dLE47jIHg9FGoysUgU2S1TKBSwdQPBsPAGW7n19i/z/Msj7BscYvT0ae790zOUpF5kVxceV5b+mz+Lo1lsvnILkqqglyQst8jTpzRMvYjf76d9+zWEFJPmWISORIha1SJVeWtUsXHTSh7+2Tc5cPgIbsGHZcKZUycYPHaEe18dxRBsvvWtX/P+j34NKyxzenwIX9CLZRsgShi6juFtIFlzMGWHYMxPojtKb3sCwRY4fi6JrCgoHj/xoBcDjX/6yUO4FRvDMKiVPewdKoNlIjoyQ9MzHNy/h5ZEG1N5G9Px8vDJSSSPi554gK2d7bw+eprXhueoa0VKyWUSkSI5pZGp+STJconpaokTSwtUdIHZVJ19rwxy5uwCpbrK2PQ8oWgLSD4KmRzta7fzzhvegy6qnBg6zg1XreKOr97IxTsSdK9oRrdMvnfHQYKCQ65iY9tVoq4gK9paKBggdl9JYUGmmM9TMOoQbMLb0MzRcxMUqpCpmhiSB0kSyKstOCWLlVEffn8De0enOHN+hq/87lXKlsjxvWf44nfvZPjMENl8gaA3jFyEn/z6d1QVL0em0pw8M0JzTx92LEBXTw+Hzp5jMplGkV3Ylkjrtut49eQEUrrMimgnX3lsN88cnUDTTSYyFebn53lt/xF8ikqlbJAz6tz3qzvwuSTaagpvnhjhN28cZN48w3XXe9Bpxd12MYYcp1gsInj8/Ow39xB8502Erv80D55y8+Izf6ZW1ZifX+bCnXfztZ8/hSqqmJpItKmFcrVEePM15OfmyFXySF6FgAlBUUZ2u1laOs83/3iSBdvLQrpKc1MbXfE4nbEGFBt2HxpkYnaZmubQGPcgyzLPnZtEaexiY3+ErW29PLH7VSplnUKpiBiI4g5HmJk9j+Gxue+xP+KW1Le1NPH2/kduaXHef8v1eKnzb7e+H13yoGfzGPUSVUtnaGw/TeEYbl0n7BVweVSQfeRSc7wxu8Rt3/oj//tfv2R9W5iWeAOq348suTANeObZJzDb+9j759/z0W0D+AIRYtEG4h43qdQyQ8kCdx08RzzWSy2d5P3bLqA70kCykGYqU+D3L7zKzp07aOlJsKa7l/aGKJqmMb+QZGp8gaqT4fC5Sb73yzsY3Xc/TXadNc2teIMhLNvGUWXOz6ZYKNpcc9VVKLpNdnmBkdMjZLIlHNliTHN4/Ik9RHzwwfdejUf10NoZp1LIk86myGoV9g7NMXx+lu6Il+7WBjr9ASRNR9PrpPQSgwslbrxkMzvXraSprQVJt3Ach7PT4/zmhaN0dHWypkXhvdsvR5a8eHwhDLNONZcjOzfCwuIUB9Im2sIMn7r6ehBc2KKLmqkS9uYo18tMu6KsammkXNBxKQKibVLKlXC0KqYCg3NZXhsc4cPv2MLKjm4CAR9B1UAS8/zi3ueQW/x8/T+eIhKJ8Mvb381Kw6IzHqKUyXFqNsOPH36F1i29rI/5CcsWwUgTof52VJcXwazz0LOv8tUvfoGeeAwhthJheZxUeoZHXjnARMXhuz+5k//4+m1cJuTZ0ZwgEolQdHs5mNXwVNLkc0vcl9vMtpVVFMGmKd4GpklH3I9S09k7MceJk0fo69lEMj3JhRdfilOosqklTsAyuOuNfUQ7VtAWbWNbPE4sGCTqj1A1axwdOo0uq9DYxv6//yT6dRdy5Yp2ugIR4h1d6CJYWp1ieplDLg8DXpl22Yu/6a1Lsmop5LI1los5lsw0Nc3EW4Se5ha6Vq9hYn6Wgm3y4oljzNcrtCSX2X7RJtyRIKl0kQ/cdBN2KUu9nOM3j73EqphCT08Cp2qysq8H6iXm5uZ5ZjTHrx96gVT+b/v76W1lreu1EiPHj3D/HT9E8XlRHBtLEjAVBaNcZEN7OwJu7FoJdJ1SpYTq1XApbuRslvt+fTerOsI0BaKIjohoWVRLBaoVgx3bLuXhwaNc1N1Mb6SN5o5OfI0RMHUKyTQBl0Qi7CGztMSnr7ycgdY4Hq8Pn0ulLR7HqJZZlBVKmWVWXL4dSXcolzNEfTJ5r0xu1qY1FuHcC/fS6q/T39yNN+iH/x+nklmeJ+b1UXI8LJw9TjFbIOoLYksOqiKQr2nU6wartqwkbBZwuyzCEQVVhroigu0gWTbtrS3MjE2wNhGjq6kRT/Ct5XS7XENJLhGvLHN1TyNRn4uoT8Xll9BNnVbFxc7+DnadGeOGHddT1wzCQZWaLSO6GpC9FrYoYeoOerZMZ+MANm7CwWbKQp0Wd4hSxsBOpTlWOk6HZzOK4MaxVHTLRhYMdK1GtabT2tLEv/zdeuJulbb2BLhCoCfRqwKfu+0WHti7DxGRX3ztelZm83R0NCPLCm2N/fz46d24VZmVPW34ikt09PbTv6IXR3YTaelC1ksMn5mgNZHA3zGA7Qgs1HSWF9JcdfEFvHhomNGJBQIulYTowa2qhBMJ3JUKH+jzU57X+cvCHGL2LEK1geuuuZpwLIGkW1TzScbPD9EeD3AgU0UaMLi1r4PNfg/Rrk5AYHF2mohLJJPNcVnXWqyKRsko4VEV3F43V27azNzsHL9/8y3UbMeGlbiLOWLtbYimhtfjoWIL1Go1Vq9ZT3hxESXoR1JEDF1AdEDXqmTnF/A3QzFXRDb9CJqDy5HY0rcatyIxe/w0aUvnuh0X0JFoIhiJIK/yIWplJI+beslm07oeLgqqWFi0ruzACoVxu+NYhkB272FEWfmbtfm2ntalYpXDZ+eRcTB0g1qtTrVaRFEUmprayM8skJ8YITu/QKlUwuvx4Ha7SSaT7FwzQGtbMw2BMJYgEIhEURURt0dGdUtouoFblSgW82SzWbAM6uUidl0HUcEry3S3dbFt1UpU2cFURMqlEqcW5jm7OE8ikaBeydHf20c2uUw+v4QqiZiGiKyISALUazUaPRY+W0DT8ui6jo2B7WjUi2kKS5PMZ5IgizSGIjS0NuMWJDTLxKWqhJwa0XAEXdcxTRO//61+yrZtJEkiGo0yPj7Olv4u4uEQSlBBlmUsTccQHCK+ABvWrcK2RQzHxiW95VxaqgQ+F2G3TmtzguHhs2Ba2IioihvJgVq5go0DipvmrpWs7G5HdAtoTg2XLFOuFAEbQ5MRTIVsNotpmjiOgyiKmKKbguLC5Y5QnTzKfCaNIIJhaCDoOLaMIAiEIz42rFnPJz/8Ll548BEUl0TEF6BQr1CpFvnCu7bTEfOh5TJ4vBFEUcSwTDS9ilEvUK/XCDb6UVwejEIGvZxEkaComzTEYkQFm8EDr5GePI8vFKUc8mF7XTiiASgMnR8mX8yxaX0Cn9uD1/sWIdW2bebm5tBNAz8yzS1x0oUK0UAISZIo1TRmZ2exLItrLtlBPpfGV82jehQaIh68Xj9a1SSXT1PM59GrOoojsGfXLrpW9WLZJnJAQNNr6EUdt9uDVswjSyLIMo4tUarWUBSHermCIMKuF15BqBn4IiH88TAOFoqioBdLJFqaKecyVA2DkfFxgtEGbF1DkQQqlQqeYJh4PI7H46FpzWoUScaolcnNL+Fyu7n1xg8gvw0hv62K7ABBqUpqbhLcLp586FekKgZX7NyGrfsI2RYSDqFQEEvPc+DoPG+eGWExN8f3P/1Bpufn6O7rZnJ8iIf//DM8sodk1mDlQDc7r7iZQiaJrPqoeVWqtoVUqPLE0VOUCkna43HclDGFIFOlIlG5lc7WJvpsjflCBZ/bg28hydHjJ9h8Yxcnz56hUCig1SyGzpxlsVKlubkZQ7TwNzZw7PBB+levIRiOc/jIPk6cGOMdV+7gsedf4h3f+AzDQyMM79vPxPI0hXKNWChEf9sqdu16iYsG+sloJmoqS83QeOWlXazZtIqgK4TXqGNYdeqxMKouoRs6B44ewaW4WT/QS7c3wlKtTqag8deHn+LyrVvQMfnDwy/SkGgCZOqlOnPJOVKnT7Fq3QYsQeXovhcwtTqqWyRTs8Hn41zexdLMOJu6W8mlbYZnDnDh+hVEmxJ0rN3A8395moRXxhFFjpwZQfD7ubAnQW/7AEcXS3gGZMrVCmK5xtnR8xwcPMbO7U08+PguPOEumlZ08tibh+kaHuH80DRTJYv3X97Hv964g5empyjpNR598Q02bhzgym0XMTk3TWu8ic6eNsxSlX2H9zEyPk12ZATR62F6YYZoZxsPPvQo//6udegeH0U5zF9PjLC2OUJEF3giZyKIQfYfOcVFm1ahoJLPLHHu1HEee/QBrrnyXbRGwtRsDxcO9GH7ALeP546cRlQdLh3oRl1M09rSRWeslZOLE7x+Mgn5KldesgWP24Mhewk2xMDn4ZZ3vZtXDp2kp60RDYW+1lb8AYncQoVnH32Cj117FYde30MqU6erPc7o5Cx9q7bgDvpJ5YqEm5o4cfY4b+5/hbA7xJXvegdtiRYsFdq6+0mlsxSrNZQ3D9HT08O5Q4dIzRS4YNtamjxe8pk82sIip46fYd26NZybGOeZvQf5xxuvxSX/7aift5W1/sEPfvC9DR0JRlsIpK8AACAASURBVIZe5ZZb3sfQwf0Ivl6u2nkt42dP4/eIpHM5Hnh+P2eH53nfFZspZZbYtnEtPreHrK8FMzXHl779Y7yKn4+//zOcm5rBF2yill1A9ARYmp1iaHqJqck0W1a3MjE1T1t7O73xBgTLYXhhkc7OAbo7VjB+8Az+UIiujhWY1QzFYomOvh7q5TK/+PV95NMpJFll0bDxyT5iwQCxsIldtzh64gy5dIqBzl4OH9rP7HyW3t52Orq3cvf993J8usT1l12Eo+t09W2gK9FOxCXz5tAUglnj2d2HWdffRWPYh8cbZfW6rcSifqR6laWKxsz8EmPTM1y5YTMzU7Nojk17SxNRj0JdkpH9EY4OnsLrdjh2cohzM0U29MWYnVri5lvejVGpUlT9NLlVcguLJDr7iYQbiYZChHUf/X3tBOUQjYqfzpCfV44d48zkIlRzPHX6EKs6utn1/PPMLxbZtmY9jQ1hulviNKshilqZ6aLOzPwYP77zHo4ePEx/bxvbr7mWSKOHNd0tnJ7JMnHiDKcna9y8YQuXrumiubmJQlGnuSvGcq5AtlTA29RLdnqC993wPj7+jz/lPddswO1rJNacoKurnxOvv0nOsvnG1/+D3zzwJ+bmptEUP++J6mzaciFuf4SEAH6Xi10j0xwYLdHd20bTwA5cdprDb7zKm2+8RmNDnK0XvROXR0FUFcZGRqj7Gvjj//4R2SwRCIZ54eAh1qzsosXt4YnXXuPdF+zAHwwT8wWhkmc6leSuvz7L4uIiUksHTbLCtg09tHZ2UM5bhFWRux57jqZVCcxqja0bN9GSiNO7cT2WBqsTXbx2dowHn38af8BDf88GPLi4+ZqbaWuNIxjw56efYHxikqRLYb5cp8XROX/yHLv2jbF16wpW9a9E93tpb00QDbvILc+Q1SUe+evrXLG5n754G+29Paxc1cvvntjN5/9GHO7bMrtUWXZa/AorggG+c/MNKCua6dpyCS50KouLnJo6yvkjI/SsXI1YL7EmsZpwc4ndzx/B2xDkuDvBR3ZehV7KoogGdT2C1zGwXC4Mq8jI1DiZ2UG2d6xEshxMWSHU4CbkijF8dpDBhTnK7m4uX7+OhdkZrlhzCY+//Fd2XHIhhaUUu0fPcsW7rkQkAKqCbNr86eFH2NjZi+VxsffUYbZthm1rLqQh2EBuIU1haYFQb5ymtm7mpmY4O15l68bVKG4Pk8NTJGfmiXW1YFctJlLDHN07Rfv2tTT640wvj7M23kW0JYKpKujJAufGDnMqq7Ex1owkSTQGw/g8PnyxRmxTp5xJsm3rSiTVS2YhhaeYJlO1ifS2YNUd9hw9x2XbL6Il0IwaVlmcHGPo9de5+KYPUK3l2bPvMbZ23YCCSkPUT3l5EafmIAa9CKpM/f+j7b3bJavK9P/Prr1rV+3K6dTJuc/pnOluUgOKREFFHUcFdQzjjKMzo2Max4A6Oio6jJizgqIoIEkQmtDQdNMNncPJuc6pnHPVjr8//L0Aua6vb2Gt677Ws+7w3EaDi+/4OM/e8RPa2TKNWha/zYkgC3gcPiSbSKI4SzM0xv6hPlyRPlIzy1iiSnd/D/VqklJ7kX+54wEuC0ncsm0bY4NbOXHyJQbG+/F6wqwtz/Pk+Qtcdvl+GoZBemqaLdddwpmJBXZdcyNabA5PcJj+Tbspri3jdLhxdg/yuU9/jExilpWmm09udXP15VdjC4YozE0gtUVmzSoOHKAFObWySlYpcNObb0PQNJbPXGD0sstpFUqcOfIkmXyO5cgg/zYQpFMeRwjZaNUb+Jw25idOcq5coyu4ia0j41hOO8VYmfnlC1hRGdwBLrr1n/jzt7/LLjmPy+clEOygmsyTV/NEdmyjkYtRS6UZ3rADyQpQq2bI5JzkmnFsThdqu8br3v8R/vC1L7NrfISFeJ5W28HGXVtIZiZ4YGmSvE3kXX4PHetGKdYNels1xi/aSdPtJuDwkk8uIlfK4HGjNRsobQ212kYZG6KZzPDa//oOZxf/Jls0oYnCfb+8k1akCzVXwekUMTWLtUyS2PIim4Yj7OwJU6pkOLtyDlWV6R0eJNUUGagbJJbmMGsG//OpT/O7e7/FY08/QCE2z9TpV3A7nLx4ZJpWrcnRiWkGe3s5e2aeFw+/RLrZpAG0Gm3crRbX3nAjB+dPMrx5HT1dnZRNlWgwSLFdZjGzxO2f/yJLiVXqlsnvDr7IsdMnSNcqjHavJ+jw4VIUylWVWD5OMZdDr7WQbRJVE1bml0lOTWJoJqZiZ2VxiWKtQENr89lf3c5Lh0/idBiorSZ2n5OV+BpOm4tEOY/s68LtdON1ucG0sLs8HD83ydz0DJYpIDqcWKU6HlVjw2APSmcPw6NjJOaW8BRymGadYDSEbm+TS2RwuVz4+4eYO3uBU6eept1IYNptWKJBca3O9GKRVkug1tRo19oszi/TyMPTR58mrBmIDQ1/wMNLzx9iZXWZC3PnqdTqZNZSxHIV6skEC0urzM0u84uf/orVtRzOgJu5lRz7unsQDSfXvf+TVAR4+MDL/OSXD5IpNjAlG2cm/hIRPDGfAbGD173h7VixNV548DHausbixBke/v3v+L9vfoP//cSHEaolhro3k8sVUCIephbmEIp5BLsTf2SAYjLNsOzm4OIE33nq9/zpqedJrCxRSKaIFfLMvPA8uewSbYdAs91Et9loleroYYVquozf6SSTiFNRVTRNxe4WeemV5zj09EGq7So9g4NsUXrwj+0inm0gy08Sb5eZXlpgZTlDSSsztmMPHXUBM9fAhkCjVuLYsSMcePppVtNzTM8vIGkmq2tr6MuTOAMScQO8nVFis6cw86s4xA50pw+7ZscfCSFU6oRtOhog2mWWTh6nkcthk9ysrCVo5gu4WxYPP3eEZLvOwvkLlCyVpqr/1bh8daP1l7/0RZ9N5+9fexHf+PmvWT/Yi9ujUCwl0UyTbtHA8sicPTNLOl9HMuxMnTtP29To9Im4A/1IQSf5whr73/lB1g8OEx3dTDUfx+F1UbJM7nn6LPv6FVTFzVq2QrSri7bXQdivcHxynmrLhr87yMTMNOsj42CzkUitUdfbtNoqdz74HPtGItQsGUsUSeZzlE0DX8hJuVTholEXPtGFKEmU1ALj63ZQTJXp7+5nYvIck/UGscR5wrIPwk5iySLeSBS7adDCYN9VN3LPb++jM+AnEOrEkCQ8IT+CZIEA1XKWoy9fYCDqo9VsY4p2tm/Zgcvvwmy30TSDaqtMvViinsihixJpyUa11EDVGqTrGj/+5fe5dM9OdFWiacID9z/E5os2k8mdx6U4cHs2YbegVMzT0z1IUWvgtdsplsuspedY9MpMry2w3iGz1jLIlYsEIgHK7Sb+zgDobcbGt9ISSixMz+P0KXQG++laF6FUKdDUY9z186NEFYiGfKwtJdk4PMTo1j58iojL5yOWzWBqOnIgyPj2rXRt2kzs+EsoLpmtW3ci+ALEllbYsPdixkbX0bdlI0tTi6C26HntO9gpl/F4bSiyDK5OzhVWCDidLMfTnBEGaMj93PnVj7K2tog/6sMf7qNtGQjoFHNZUpkMwb5NONQiouHAUBQ0XQe7SaVWJVYs0987TF2Qkf1hctkVytUM8XSBWN8WalWdHYN2lJaK5epC6Qwj+VxIhQzxYgzDptN0SHR1RbF3RxjdtI2qKGIIEnqtQN6ssDhxAqfSSWIlxvMvvsQNb7qJVjnPoWyK1XoDC4G6bT0BPUUiEUPq6KFzcAz/4DDNWpmGplItptDcIvVSif51m5AdQYSol4BT5Ms/f4TPfuH2v0WMUcAmyqRyCb76lS+yb/eVLC9kES0FyW5xen6Vs8kSTaFIuVQm0N/D+o0XY6uqmK06zzTi2GQ7is/JbX/3Hl73no/zXx//NHYZSuU87UqNFc1J3rJwOz3kF0pkp7MMSHZmFmMspLM0tCrZfJmu7kE+/LWv8sShw4Q6IpiyQAuNRGaNdLtNd9jNnm1bGevuJ+RQcLpd1Bp1HEoATSiTqqaxqR6qU2tUzRxVZwWb3UIrtai1NHrHR9jRtxXFEKjWGrSw0dTqyC4nR84uUqiWyBfSfP5zd/LdH/yeMyfPYVg6mZbFO973YSqmim4zefTAs/zXl77O3T/7BZrZpt6u0WzptGQHjbCfjFbl0Z8/wuTcCrrPQ0ttkyhbtDQRy21neuICW3bsZCZ2BtXSaJsGq6kU6VKZgs1kZnKegwcPMV0poUttVtspMok5MgUVRzhIIbuGKcgYLYOgw4WMyWoizb7bPkUxnmdoXZCB7ihGW8Wlt6lWs3zn50doqyqCYOfgqVne9/obEepNCskiDoeDSiWPbkkobi9TU9O8+ePf5vZb3o+lOGgXC4y+45M06mVm56aZn57j9jvu5DOf+hpZtU7J0JD0Kot1HZfo5kyjzU//9CT2qo2XE1UKtibf/+NveeG5hxHyGdYmZtGqFX54x08oJ+sUCzmqTYEzqQy7eyTm4kXmJicQ6m2mFuZYTBR4OZkllclxYWGGXp8XsVGnURZw9/RR7g5RbVrEMjliM68gy0G+8pVvEz85QaVZw/C7kTwealqLlXSRQrZKcjbJqZOzzGYzpPMJdLtEo9qkanRQLzcZ7uzk4i2bKK4kaXq9xM0qEhaCZfDf/307LaAt2khMz3DswT/y+H2/oYVBHZk4/QiqhCMU4cxLE1RSZVwVnVqxgcnfyKJpYSGZDmSHiw++/Z958z9+lPvv/yOiTadYLPLNZ2J87VevcC4VoK42EbQMseQ0/p4AXeuGqFUspuNZVlfW+MH/fIR/vGYLt91yJcupNLFMlvOWgKiZvBA3CPoceCImdr+FbtlxhqPI7giFSp1qrU1pbZl/ffst7No8Rq64RrOls1SsIUlOvnfP3XiDLo4eP8JKIoZTEjl7eoZG20StlVBlB4Ll5eZ/uYMdX/gh3/3Fi6jpFjabjQ39w/R1bGFifoqppXlGe0dZmH2Z5fQy+UoeQRDo7gxxeilHbzDIu2+9lluuu4zRoV4mZqaZm17hvf/2CRK1Jv6Am70bBrn1jVfz3nfcRrlZp91uU9FNdL2F0+nkpUOvcMv1e+kKe5GcXpYLZVzhARxuD4pdYnxolK1j6yhm52g3VQTLxWXXvZNCqcyoy4HY4WXb5u24VZVX5haY1SXUqsnoiJeHL7zE+GAPDukvqSatXkera5gOCcGm85kf3seRF89gSiqSXMJn9/DxbzzEg4fWUAUJo1XFIbf43oEHmE4tYtY1kpkclWYLwaZhmCpRp4P7P3Yrn/vGF/F2hDk4m0TVoFIosmXjJoIOkU6nyHhngIBpotJg4w0fxFybo25qbLGZfHDXfmy1OpsjEseK4BLtqJrB/Q/8lsUjE2iNFte/9QomZo5jlxwsLJ+msZDHMmps37ORjQNddIhtIgE/a40WmZrOQKiPlXwDUVRw2e0IzgLx5BqR3dci6y2+dvvnufE/DpBKpfjoh/+OTVs2Emg7EXDRatdJF/J87Lv3UyhnWNcZxGNXsSXiDIYizCVXsHr7mFmIM50soAl2dm3fin8wzGNL87RsblQLBBxgNfmnz/0at+zE47RTE3X27dtHrVajlljjqXOnSGfWyOXW2LCjk3wtBtRJWgbq32qLpgA4bdC1eR933fVF7rrjX/n3j76HlmowNTWJYWgoioMHXjrH4UYHf3plFsMUSZXh168kAZGXF9LIXonuzjFufdO72bP7SnTZ8Zea1rqGRYtfPX6Ir9/9IFuGBxjpiPDy0hwPPnmY//zuH1k6fg7J5cTl8rBtaJjN3X3YbQq5QpbZxTjNegPb0BWk8lVGuvvYPdiHaNepm3Wk0HpmMw3segOxXeTxH3+Ic9/7JB+/9WokLLL5NJPzZ8gnpjh8+iyhiAObs8LW4b/kXguVGiYSV7x2HwdeOs2Lp2bZ3D/EumgUu2CyWNTYMNhFo6nzxls/zvxSnLGxUUaGB1D8CqV6k1PxPKfPTJPMVWm3auzdtZ1jMxdotRtUcgV6R0bI11S++ftnqTRyhMNhquoCsmLHNE1K5TSjV17DgtZNoqKzyR1mvKODwzPneG76CLMrS7hDYWYmchxbKnOyXKXD42co0kc42slMapVWuYpoc/Jvn7+DC/E2DzxymBdfWeC93/gxMVNDN+1gmfz0dIyGqvGZd76DGy7dT6TLi6qpXFiOo9UbtNoqmVqdO3/0G2pGmlImy398+1EsIBFfQfH66Osb4OZrryXgsXPFW96AJYVoGw1O9t3AK1NTKF4PTTFLXCtwtlDnp4+/QrvdRrfA1buOW77w79zy8W8zPnYRb3z9TWSzeWbjIj86eI6cBiuml0888jzffO4Edx04zKl0kS3hKDd+9gcsthx858EHmY+vkrUF2Py+T9M5PMSvfnEPdpudSHeIp2bX2Da0jlotBVKbZGqJhqpzfCaGUxLILywhOCX8KAyEukk2SlQrLRzBEUqzJ8gksyzkm1xIFPlzIU9G+YtkZFigYyAIDmqim6dmiwQiHVyyaSuKQ2Ylvsam17yZ54+sohkeTi2kkC0nUVlhNlFn562fRRT/enX4VbHW3T639cLH30pvTw9ytAPJsNFKrDGVTHIGFweSFS6Nutje2YEv6MEQ3URli2qpzEwiRcmxh9PHDrBVnWLvaIhgRwcty4koCJSTCXSbwSviixiSB0kJsr//KnyhYbyyTKKR5XsP/orbNl3JtpEeDMkBlo1SVefYbIm7njiIsnkLu4d6uXH9ZhyyTLnRpHtwCMGwSCZmObqYYXb1CJ02Ozfv3YPDLlNuNVg/MkQytcofjxyhwxfiitFROsPdhDqimIZBemWaA2enOaNaJJYTXLllJx67iKi1QJHwer2M79zKxn17yKRm+dInv8m79/Ry2aUX4QqvA7tAJZOkmJxnLp1h0T3Em3q3UmhmWIhXKFkRqrqXZKPN01NneOdAgfNTK1z/msu5ZOtWBsf70aotbEKTT9/9LJPnj3PLjkF29/XQ19NPq9kkI2i872u/ZC5V5j8//CZu3jaA3xVC1erolkGrUWUmtsAvHjvPB27MMnFinCHZTndPJ+FgB6bNoFEqsbyWY7JcJ7pvD2+78hKiPb0YtHDbPNRqNZp6gxPT0xw4OcNNPQ76ukO4guuwuQzaLY1EQeNrjz3Ppr4wW7xO9vR30xHtJtIzgGAYVJtVPnTXdzA9Nq4Z30B/R4jO3l5GR7ciSDZqlTSHp1cIdI7y6OOHucqmEfL5iEY6sQQo5EssZArk1RZf/sMj3PXtT3BhboWoz0s8Nss1N9zE6XNz3PPLP/Kbb/0zhw8f4t1veiMh2YXN0wHVPOVkiqbR5udPH+SS3l4Uu4tQ7yBlTWNsx2aCosjdd9/NYxdWeN+brmA4EqWzaxCbN8T8zDkSy1MsJdL86dBRPnnzfroCHfi7I8ghP61qhXIiyWoywSwRHM06Y50DDIwOYmDhsAtYzSaZ1BqH0iXCAz0E2hWu2rELb7ALyeagbRhgL7PzLZ9hKZb6f2/RVBwiIV8Q97qNtAQRQTKx5/IEAz66bT7WSWFstRRS22A4HEJxO7E1dCqpLKYlYNlMKsUkPo+JqqvksymGx3ZQLBaxiRKtSo2fHIRrLvXwn2/Zi88xgOjzYuoCfarKZ667kQ5NwuMMY/odFJJZHDTosNXYs66PI9k8w5ddxmp8jWAwiN1up5iMk81mkQSd7mgIG/3sCCgMeh2spnKEnH5qqwl87SY37txFQ23grLeRok4kJFweN3qkG0WbxmHBpo0bkBUZq12n3Kjgk3xkMjl6sxnssoLTpbBuNAh6G7uzC0G0wNuHR9MoZ1dxKgKehkk44KeaXWKDLLPY1ik1NGymjZDPTzI3z3jvMFu7u8A0QPFhtAVKyRw2p8ytu3oYke30dnXjiUbwSHbEXILPv/MaEl2bUSrLuGUPkmHR2T1GOjuLx+ulFAxy+bXXcPj0vQy5PJiGRl/PEPauIdpaDcuew1Nq4WtpOG0SrVKZuVKOcMRDtiphmiZt0SASCuPSCviNKIo9gOQWcNqjWJUVWssT7Ozrpq83QMSyKLWaDIW70W0irlA3QnqVL932Tv5w8jTrfG46gh04JZlqPoEkOjENjVq+RCJ7DL9hYBh1ukLDNNsNXIqC4hRxtOqozQbf+87nqGXXGA376A/5ePO2yzm5MEs+vsT9D/2I2ece49odVyC3bah2O/m1HE4MBKFBVS0iS16q5QoOp4nUrrBxsAc1ESdtGFy+exfJYC9SvYHcYaeuC1CtMtQ7iFMA0VC54cq9yC4vstdJuV5H0FQkO7gcLrDbUPQ2jUqFRlSnWiwgCSaWQ0Zrt9FtEutHBnnggXv41Ls+gGD3IXq8GKaOYndgqAZ+11/fj/zqyC6bRNkwMasNnJKDZlVnSW1jKHb8/g5qlSyNVhNLNKCp08pkqVbLqLpKu93GUDUymRhKdy9dQxtwhaO0JBuy3YaMHdnr5/qbL+PNl29ElrpxBqLQ1DFNE4thMBUMBLRWAXQDXVcJh8N4RJmAaENSNfLpBF6/H38oiOJ2YwkwPL6O7pH1vPjs03jtPixVp4JOz/go0S1bKIoCRiSE0a5SzzZI6XUatTr5RJpiNke1WUd0K/R3RbD7Pcg2C5ffTU+kD9GE7qiXTCFPuZSnv2+UE8cmcXf2YtpNZK2J0Uija21k0YaiOBge6Aa9TNAdRVBsFFsNNKNGo5bAH/xLJtrjtCPLMvVyhfpahtZSEo8vQqC7H9kwEf0hqq0mavsvZ2szZHrddh786Z34I70AiCK0WlVEScImu3E5PcxOLzE5Y8MuynhDQWp6m0oujlbI0W78pQPJ43ageERw+diyfR823Ul3h4ee8fUEPVFmT58nEuqnbmvSbNbR2iYtNYuqtbHsMr0dnSTjCYqtOorP+f8Xkms0UwnURpNypcFll16MruvYbDZGR0cRJQOX34mua+zYsYOA0wOGjlPx0mq3EQSBptpGU0G36jgViWxsgSvWD3LxaBc9isTU5CLdQQeS4uDhB/+I0+EBqYYs6uBwE454cAQEWqpGpWCgtFVk2Yk9FCTQ0Ukg1IdhGHg6wziDAdqNMqopoIsCwWiAaChEs9mkVquRzGYQHHYEWUT2euke6KerrxeHww8uH8FAJ5gGmtNJvVpDMw0cDpmG1sLuceDwOGkuzfMvb30DotOJJTvQjBZ6q43WbNHSbJjGXx9jfFXy0//d8fUvbu3voGFBV1eUUmyZlGEn6JSoZJZZqNuol9JodoFIMERL1ynrJrFKmXyjheQaIuL1IBs1pifPMNo/yEPPHGFhNU0w5MfUVdKhIFphmni7i5Cvl7wU4N4Dz6KIFbq7OjFrFUSPD0uUmX7lJE+cnuKJ2UXsspszyRR9XZ3UKkXOT0+SSaU5efo051ZnOX3yFNs37aBu0/BLNuqWwuTpC3TYBc5PnUNxu7AAVbdQNYOCptL0y9S1Fn848BR1sUU+X6JSbNM/1MnEuXNcuHCajg4HJ09PkIitcvH+HeSKZR6591EW509Ta6oEPRa/+sU9rK4mEIQ6hm4xGSvR7bKxuDjN+ZUE9XaKJ145Rm/PCA6glJnhxOwKg4PDnDnzMlOZNPFyhiAGzz37PFGHxVwhy9GFVeq1KlGPzIGpaTKNFhdv2oZqZBntGeTc4gzPHr9AtdWiWs1x78EzlPPL1NpNXJaDimgnXqzi8fjI11UmE3GytRaVeous00GnAnff8zOW5uf54g9+ymPPvEQxN8dl28eZjsXxeXwkmmVEWcImKTz9ygmKDZ1qvY3ayKNbFr99/Eli8QWMap0/Hv4ThigQDPo4OzlPZ9DNheVZ5qemmZk4x2/vu4+GpmIXBU7NLuGpakwvz/Pc1Fm8PoG1VIILmSSyEqFeLmGLhNi2ZRN622Q5nWNieYHhgX6WshVWk2l2jQ8T9tl46M+PQsOkXi7x0P2PodrA73Hi0AxyRpunz0yQLWUIBn0sLK2xnI8RDHfwrR/+gou3b+SxJ/9EfHWVcq3Ekeef58ALz9IT7WFueZmBYIBTEzN0hqM4PArFRJqTczPUyxVM0UalAi6PnXxT5+y5CR57/kW+8/gLOG02Ng1EaUoSyXydhZU1DMOOhsCLRw9TrmR46ugUH/rXj/5V8tOrAvKdd3zti+9//VVs3r6dsw8/TtjtZHzDKH7RSSObIDh+MbuGeujriFBRW3SFIkyureGSFaLBMGU1iJY6w74+JxvXbaRVy9AZ6SJVrjDU241stziaiVFMVLj+rR/DEz/JQsXJ5j0Xo9tEZFXFY9S5/Ue/Jdl2c+X4eqbmY+zbvZuZxVlihQZvvfYGatU6pg67tu2mWW3Tbql0R7rojoY4ce4EI2EvtZbO9tENeO0KZUMkFs8jyxq1TJHIxg0cO3eBizdsQMhW2bT7ElyKB1tbQwl10S7m6QwHEWUbAfcwwZCfzu5ezr5ykhve8ncsTSzwvr+/hvGxEXqVDrbu3EihriJ7vHhdDrqGd3D+0AucXljj3Te9hScXmuzceQnNcgqHI0C8NMH24S0cPzHD7Z/6GCfPznDxjh1ILpGhgI/V2Ay6YePwbJI3XHERQqHBwy+epKHr1NsNrt+7A4fDibdjkES2wKbeKMmlNRyBMMuxZcxGm7ddsZ++rn68TgU1mSRTzFC0nHRGfSg4OJWe4w+/ewLR18v/fvZbhD0qOzaP8Prr3oxLcRNfmCfSGyHftLNtYIjc7DSDF+0n6rUjByOM9Y9y5vghhka3si4c5Yqx3Txw9gKPPf4UF23byEMPPcTgSA/zaxUCosAl+6/G4/azb/9lyDaL6ZVVRl1BNo8M0hfoQc5brJUSTK2lcCkqQWeQskdiYXqGkydfJhHPYnd3EfWLxFaW2TnaRyJZpj/YQTZlMBDx0xkOsW3XVgbXb0eRbVTTGTp7xti98xKsmook2RjduJmNeZ3QQgAAIABJREFUm3azkq+SSq1w1ZVXsWH9pawbHGE01Ikc7cMb7SYRW+GiHRvo6wsT6YnSFe1ErxQJd3cQ7O7ALUvoLZ1aW+exF1+mZXfhbLW59aor2LN5nIs2bsYmGkR6N9AfDSN6ohBfpjdoR/UNcM/P7yVWrPGRf//4XwXkV/VHNjSdTb4QcqmK1+vHpwTQXSGa+SZNycnR5VUuddW5cnSEU6t1WlKLnV099EQjPHPqAjabhtOqoihRUvEUEcXG+LbNdAx0E3ApxM6cpV3T+fxtf8fqqV/hGbmRLXoL2ahgj3TQLOcQGiLf+sp/0WrZsWeTDPZu5NL+Hsx160kIeQAiihevKmIUG2xbv57VdAKX5GA5lWR9d5RLxjYiu7s5c/5lDGeIXWObcW9xUGxkeDn2JMOCh91veRex2AIdvjD5aoGt3i5yrgyqLOFzRLAhMjgYQtTsBDeN0l5Msn7LBkR/EGdnHxHLx9kXzqH1dhHdPMCN199CMx1j4sLzuJQ8b33bR2g3ipxe1LG7+xmM9KJXnSwUJrFaFm/dvoXHci/Tatm4fGyUfncHldoidrvGtg2bGOrp4wPvGeH0kZfoCI3yuQ/cRqac41wsQz5fIBII4rLBm6/cQyHVZts6Hx3qMucmA1TSZYr5HOt7/OTUFmq5QdDn5KLRUbRChqNGnb27N/HV295LuylgoeC0R9l90TamT01RUyvkCwluDFzE3j27iB97AZEwQ4qIbgswm1xmbN/l/Met/4Kqa5w4fYqmr4cff+zTzCeW8AT87N03z7A7zGW3XM7JY8fxevu56tIwLVOgVI8z5nGRiaXZ1XspaVsFJRJFXXJzyY5OBIeTM6ePs3/7VsJeHx53GMVWotbQ0I06e1stShmVbduH2T62iU3D26jmy4jlVfzr9oKgkavXyOcq7B71o2OghULUJ5bpvvpm2nqbr3/3MV67p5ewM4i7a5j00itkSnVGB3roifZQiATJV5fo7xnDZndTW53A4++nnF4g2r+DUNvG3GqWhgaf/4d3gk0itprB29OHJz6HbLSZi6W4YuNeZJtIJGCxVAwgBqJc7O1i7Eu3c8OHPv1XY/NV/ZFb7TZFrYns9hHu7ObIwgJSqYLHpSDJdp598s9Mx3Lc98wR1mpNqjWdY+fmeOql02QqeRwumXq5jBOJXTv34vBGMepVQp4IsbkZqrUChlFFELqZWyjzgz8/Sqak4bCHqTYlcpk6pUIGNZ6kMjfJD39yN4+cOU+ttIYGRDvC2CQNRZGoGy2OzpznueMvsxxf4/ziBIZhMNjVQyxVYWniNI8+8gxf+/5POXvyJI0yvHzqDKrgJl7MIcsymXSJlUadQ4eOgCRSr+RwuD00GlUMrUG7vEa1tMDz99yDpda4/PprUStFrrnlPVTUIoVyBpfXxdSpczQKWc5PnaFQrTGTiNG0Chx++k/kM7M8+egfOXrkSRpaHgM7piwwlcjTVNwcfP5ppuYXmV5cpKTVERwCizNzlMstdB2ypTaPL5/n2PFTDDuiWPUGuiqSTCaoN5sEvQGK1SSGAiHFT245gWGYyIofTdcpFPKEBgYJRYdpmTqa3Umx3WIytsRSPMbcxDkefuSH/PfXvsFv7/s5VaWJJpvUGirz8WVSMyd56eVjWA6ZlZkFWmi0miWeeuJ+Dhx5gUw2xQ9++wDPv/Qoc3MT+KUg8wuz2AVYKqQ4eeIFnnj2ID/54f8RT2U5feIwhiTR0lp4fR5ymRjVVplSa5lcK4tLMJg+/RLpzCpfvuNHWHqDJ5/4A5/+3O0sLy8zOzuLKIr4uwM4dIl4PI5piMyk0/znd+4iUYpRTydJrcxj+dycnZulls2Tz+fRFT9meg2hVmNu8jBRZzcT585STC5x7vhZsqUCS7PnqKcTvHjwedam58klYyBo1JsG4XCAWrmNTdTJ5pIYapNCpcIrU3OUSlUOHT/BkwefB0sink4iOjyU6lVkn49CTWWuUOSnP7iXumDhditYhvFXY/NVvci9Pb3kTZXeWgVntIstXf2U0gUCgyGcbg+JWIr27vUEB7tIFUtMyxJSOMhyLE6TOn19Ap6gi4n5BVYyTSTBxrpOhUZhDYfLTllyEPZHKLRabN25mV2BvfhcTkqqgegQkANBHEIRy93EH+jhg//xSdR6hRNnV2ibVcotJ4fmclzW7cMTDrKSyVIpFYhGO3AFPEwvzNHVOc5aLoc7EOK2974fU5DQrTrz6bPYbRqGR6ItG6TyOUI9PUR7eik2imh2AcNooxgNNLeMqhmI4X6oGVx203bUTBrLruHU4cSFBa4wdIbG1mMGexjoGKLVTGK36+iWzFqjBu0sO19/E4WZWW667jUsVlUiYpOGYECtgKvDy6lnX+aKbcNEtmzi4QOPcvP1u6iXKzgCXhYrWTz1JMM7hhBFN5lMmnStRK2QpD3iwnR0Y5htFlaW8fWP06xnmV2NU9cNbLKI6RRYxcCyhckFfDTTGYyKgc8By5k05YCLtsfO+kv2c35xgju+9XVaNg2tVUGU7RR1N7rQJFstc/H1N+Hyh5k+eQzR7STfMrGMFulWmWi7g7u+ejvuUAi3ZefM/GnsLhlnwEur2aRsCFx6zWvpdHdQ1wQQFaqNKhdfdjkvPPoCZmeYekXCGY7gr0s0LI2a3QC/i6mzs8TiqwwMbUGSIqQLVexiG7Wq85UfPcR9P/kMsdUYDnuAniGFr971PayGTr6QxO31YbMpuB0yRbWJEo7g6w6i9YRw5FbYftO7Odm3j/36Im21xPj+a4iGAqTii8zNT9IQVEa7u2kYGhgNgqOjFB0uImPjFPMJLLeEJFqUCwmMvi5Keou9r9mPXwYhFMQsCtCoIjnsGJJJsV1l376LuO4Nr8XhgIaqw99qi+biaoxqTcUWcBI7cxLXWg6hVsLEYHkli+wL4w12EAoojAS7UEotBoNR9u3aSlF0oaoqtaqKq7MXs1QBvUYqV8euOGk7FOqazkqtTq5h55cPPs8LB17g+9//LpqgoUsSlihSqgmk4jnOnJ1CN70cm4jzvycvUBOD3PaZL5Aqa1iIZHNJfK4A48ObsTTIZDOcnk8SX1hBs5mksileOXOWZ585xoMPPIbL5aZu6GQqVWpqlZal8vXvfp/v/9+P+PadP6YhaKRMOwxcSlszaNdrJC5Mkzw3R/z4Baq1CqZq8r1Hn8Xwv4ZCo8jho6f4n8/+Nw/c+1OKpQbVdpF4JkO6qZLO10hMzCM0FXaYJn12KDVLNBo1rt+3laOHn2XHYAfLqRTDXhejY4MsZNu8HK8j+9zYFSdL6SyzkwtI6TL3/uRu7J0emppKIpei2WyhGTpzqSRnjh3l0MFj2F0uDBNsCMytJOjwBEkWsmA6qDh8RKJRZK+XiVwLq6lSr9d59Knf8fUv/JBv/+RBvvyNO9BVjdW1BEcnpqg2DJRgF4lYjp99+2fUcWI6JApWAMkSEGwSk7OL7P/IF9jxtn8iVs4g+/ysZdYo/u/DpFtVAkE39USaV44fo1nKkysXaNV07P27qakmotPLo48+xXf+9xsceO5hEoUsliCQrFUQLDg6uUZDM+iwe5EtOzZRJFeBos1NQ1dRdYNMMc7Nb/woW17z92TyafzBIKquk6zlSdcK1EyLIweOceSBZzj8wJ8ot7x4nV7iWgirnafVUnnXbe9n9NpbmJ6fQ5Rk6mqNwUvfgB2TZltj8tgJJp86wIXnj9Bu65iSyEymxgf++R/I54roNhvHjp7AbLrJzs6SyxUoV5uo7TpV1WLm+AXqdXjiN4+SKDVxOG0Yr8Lj8arIrq999b+/eOH0cTb2drF9fBjZo6AE3JyePgOb3sYjzz7B9GKM6/dfTMBlYGGjbhaYjq3y55dXGIkMEB3eQmvqKD6PjQ5HBOQ2OECtNjmzkOTHL8xz6/4RLt+8he7hMa6+ZBdNqUWzobOUmKPVrpLJFNmxaQPNzAwRxclFwyG+/eRJ7vzdE7RLBVZXkly6ewMyNkq1LKIkMrkYYyaR4ebbriW3sMLW9SN0SU5kBS7fuYFTC+eJZ0osrCUZXT+EEwf79mwi5FLYtKUL1RL59u+fY//fv4fyucOYLRWPYkO0WViiQdiv0KpnOJi20ztyJQ/8/L94yxXbUSSRndu2YHMYHDl+nBOnltA6ujm7EuP1O3YiCBWWc3kq7hDT+SZlvczufpnlosZ4Xzc37NpIWxSpyhZryQKbQ37mF6aoNUps7O2mP+inbrPYumOcmqoyt5hEtxQ8Xj92QyAS8aAIAsVGloVYnkw8hoHFa/ZegcOl4JcdWLqJolbp6ujg5UQWYfNOZC3DWirB9t5exsYHkKUs77z5DVyYnSNfqVCWhhjp6mTDUAS9UmNorBdvwM6Bgye5/3iSLcMddHV2YtUq+HWDz7z7A9SLOVQ7/OyRp9kZLxP3ymSLaV57+VVsGBkk3BmgVFcpVk2iIxv41J0/4/L+bvqCAbo7ewm4ZPr7uphOZHhgukDf2F7Oxyq8/ZrtlJsV/AGRtWyJlP8Szr98iHdes4elxRSj/RH2DPfwiX94P5aWwe5QqNTrzDJIK79KyKUQ8Cqk6xVuuOYKPvCzl/D6vOhdnXhXz9Ou5rnqsp1Mv3iaHcNBjp0+R75so2/rTjxaCadl0Ns/QiAawBcIoVfLLBXWGL38XfgUgfjaKpOzS+zYOMLs7FkiQS9dkSjpehPFaaero4uugWFsgkD3aBd+WSSXK3Dfn57jw38l2fXqvNamSUsw+Z9f/4lmU8FU7Kiii4lWlLd86J8wsahadqSN+1jOC4x0dBJxD/FC2c7LU7PYvV5emorT1RtkoHcMQgIIBonlBOfmFnjx5CKa5uDU5FGkRp1et4QpOMikU2QqRXJFnQ65B5+nkwPPPUe1aiE36xyYXKVk2QmHRylmMxyP58nXLBr1Em5B5fTyCi9OTjPQP4JoWmRUjeVYEY8SYPvweuwuP9UGHJme5vBknO/+/EHOL58h6u/m4h272bvpEp48dJhkqUxTkigUTYqtNhg+nCh4nS6ue+cNbNm6g339QT7xzkH+fDhLFYXXv+4KNmxdz+MnXmZ6oY7Lt47lqs47PvZr7n7kaWQxQMQ/Sqahkkmt4i7Al777JD95YoKn58p8+GfP8N4f/IY//Ok4fZ4u+ra+ht8cPEVdhaMX5ikWVXokDwFJ4rHHn2bukWNs3zxErFJnsVjG0n34fD6GQxH+7j++zNEFE0kyed0HPsvRkydxmy0ifoXuDi+PvXSEQ7k8neEIfnkQ2dXPdKbKW69+Pe954wfxSEFmU2nq+RIHjx7isrd/hMMnJhhcv44tW7bR0zvI9g98BUmx4/J3MHl2EklWaGy5lH+/9x6+/tRzTBctqpIPl+akb3wrNruLHz3we37w4MPc99CTTC/O0zEwiGkZZNsmfzibYKR/lD3jG9m7fQfHphZYjBdxhYdo1us4TfjHrz/Modkk9xycxnvFh/jBHV+gVm8iSCL+oEwilSfcM0Ty3FHclsLS7DylaoWb3vYPbL/pI5QKZfZt3MDH3/F2Hjy+TG93BEmSsNsUxP6rSCWLbBnczMO//j694xtwun343AFMy8XPHniR6dUEzZaGYYiYgsTJ+RhHDk1xx/99i2K5gcehkSzZWMvV2DCwEVUTObWWpjq3jOV0UMyksQsq0aBCXySCYRjUalVa6t+oH3nz+JD10C9+jMurUC8lEQWTUnqFSjrGc/ES5ZUKF43086Z9W2mZJqLNRbqY48XFNeL5JO+79FKatTIDw72ooh2v10ej3aJarTJtyti7VT79nm/yD9dfz9LUWa7Yu52R0T5C0Q5Mw8bU7Dmemstx+dhGWrU6Pp8PUbARHR5GCfm575c/o3/rBi7vG6SYzZFbW6Ft1PGFOoj2jrFaTPKLBx7njbu2cPXuLeRKZTZv245qWsiqSqqQ47l0iajbRtAXoqGZeL0hcHgJOlV++Mtf0+NX2NEdZnBgiIoo0xsMIOgaxWqSUzOL/PHoaey6zg3DXbiadXZs3oBRK1FrVCmW2xxKpOi9+p+4cqQPOdiBTbTj8TpRmw3SK4vce+I8idnzXDI2yrq+PjauH8Zoa+RSac7NT/LLl87iNCts7Q9y3a6tWCIU6mAaFQYiXhL5BJ+/d5qPXLeHvkgnHaEQzlAEu26QTayhCRa/PnGG6QuzBH0BNo2OsqcjgBORqlMmXi1xbGGZD+wdY0vfMHaXi6A7SLVSJ5Fc5revnMA9tJ6oYmP/yCh9XV3MzMzR7bRTa7T43flJppNVwuvHeMf6LfT29SK5FaqVKk5Lp5IpcWF1mX3v2M3Dd/6eG4cDDI0OYdi82AUoVdLo5SopyySvFuj1+hjaMIyo+An1jmBYMqZa4Fu/vh/f4BbERp737b8EtV5DsEnUDJVcvsgvnjnPtZ1+XJEITsmOzWajWS0Tm17ip2em6Xr3SS7LvIsrNm+na2QMDQduvx8sERGTF8+c5mf3PczWqI89O7cwNjSA1W6TjacpFSucbVY5NVNgvbrKlf3r2Bz14BENnD4PeXRckQ6CnR3cfd+zBD1O3IqLoM9PJZej2NR5euo8PTv3MugzCLq9KC4PqXyF0YF+FMVidiHGR+56kHyu8v/eomkaBqaWJJcEq13HYXeC2aZeLxIO+MjOxXntxlFkScC0+zBNEw92vLrB4mKKyoY0hiGgqiooMq1KE93QsWPDL3k4ff5FOv1eYotL2J0KYb+HbCJDuKObYDjArh07Obn2CqVMBodLIJur/OWC1DJ20UfP0BDhiJ9cIoXistPd2Y3bZ2dycha9fo5yU6Uz2EE1XyS9GsMXCdEsF3H5vVRKWUKhMGKuSiGbQ9Itxjbtwi45EBxuark01119OWvzy1iWRbZUYEP/EGq1iipYZDJ5XIKM2+2mT7HRG1CIBmTcNgGhpw9bKkmtWWB8oI/ekWHsoopDlJCdDizdQJJktGaNsF1k4/gmBrwhdu6+mIbaxBd2IYkSsZVVrr7oYk4ef5KbL97OSCiCN9hBu13HhkE2l2Y6mWf9un6MRhOHZMfj8SLoAoJhYhgG7VaVSy+9DC1voLhFjHqVsNfNUG8Axafg2r2N+x9/Ev8lm3A5PPiCUdqNJqJTxq94uWTdICdrVd502WsZ3rSVtqWyPxigXa2yPDnPtpEhJueewyOO0dZ0Mstr4LbhdigsJ2O0ixUya2sI4qU4hDYlo01Fs+F22LDZZVpNG41KiZY3hNlq0BZFkksxAqEOBNGGqQnYHHDNVZfywqlV3nXtDbRbZVTJg0NxIJRy+JQA63q8uFEQJBeS14Nar6ALdlxuO/1ePxXBjtfhILE8iyC00XWRgfHNWJaFZuqMrxtm26b1rLNajHZ0EQ334fYrhIKdzM1MEy0JuFwFXHYT2SHiUJy0ZAtRtuGpi1SnzxOPBzAbbTr7+lAUBbtdwtYRpJkps23dOLOlJJd2DOBQZLqiUdZFu3B6XNQrBSJuGYf41w/Mr3JBvYlpCH8xwDvcGE4Jm8OLt3eUZx77I6/bt4+spvPM1CI2p4z5/9F2nt12XWWWfvbZe599cj7n5qRwpassy5KcbeSAI8ZlcgNVZNpQRRVVUISGBipBuauLDFUEgwGDjbENDtgKDrKV85WupJvzuSfnsPPuD/4DeIxm/YP1YY411vs+c07JxbjV4Mj0HF2dHWRzKyhuF44L0C0ESWRyfprjFydJT53hcmGF+kqW7v4e3JKAKCs0GjUMw8A2W8gBD7IInrCHcDiKx+MhEokwMrKBaMxP0O/j/LETDK0dQPH5mVq4yNETx1H8HqRIBE3TSHYmcMkudMvGG0iiFrMIJpiRKC6XiePScRwBIeChbquotoBtGzS1KpInTKVYRbdcRMIxNEvDxMZxRLp7etBE6OjoQLRsTNVB9ARpOCYuy8HQHCIxH24HHMmhabmQfSKO8Hrwv6ZpuFwuujr7qBhVdNvENlT8igej3kJQ3HR2pLCNKiMbNyBIMpLoxeUCTbNotzVsSUERwwwPDmMj0Gg1sSwLRbLw+twkk3H8vjCzUxNomoYsyyiKG0kCrVnl/JmTtEo5Bjs7cLu9FMslXM02pmliajp10SbqD7J+wzrUWpnm6XMouk5drSHJ4DgGfkdjcLCfoVWrqGtlwj0JOrs78Qa8dCbi+EIKoiJiGiZz83OkEgOIQohyo0FTV3F5FdyxINVmg0rTRPZ5iPQPIQU9uGUP8YFeYvEulidm2bJ9K7VCBlsQkBzQWm10zaFYzrJ+wyocdFyWjmBqYOr4Q37kYJiILOK3m+iOhe0CWYkT7upicXYK0+Mm2bMaudEkGQngjfpej0w2DQrpFTS9RUOH1SERn8+DS4rhTcZpydAuV7mwMIeWjJP66w/i8cSQXTLVQgXNNrFxEAQvlmASDgYQcOMOB1D8PppqG8cFzWoNHQlL5s837Pred7/zlWbzND/7wYNU06c4+vJz/OO3niKlNBke6aUn0sPw4BCZep1mscArJ07hccdYu24NJy+cZ1N/D8VWg1dOnaPVqBHwSPxu3xGKtQKb1q8nMOzCPevw3OFDnL08gaU1aNsSxy+P4VVcKIJEoymysDzGqUuXSc9dZjm9xP6XX2WlmKOhQyU9TXUly1f/879ZWVykVMyw79RlRi+cZcPIGhaKdbyCwcsnj5KenWRyfIavf/unHDt6mG27t3Ls8Hn88RBz0zNMnh6jq6+fVqvN4YMvE+6KIzU1TFeboxMTnLq0QCDqJ1up8MOnniMejLC4PEVmKcNyvoDqEkjEgjx7YoxTmQyObhGXIdS3DssyOPDia6QvnSMYDfLyvgOcnJ8lJIlU1BbxjhClpoZqtzk1eob/euwJZhaX2LGmjz+8+Bq379zC5YVJDp05jS+aRNXbZCoWs3NTHL48y9bV66jZOstqiVjPIJPpBQ5NzpFKhNHqLV488DKFuspbhjqRdQPHG2BRVQlFfWTaIqu74hyYmGV6Los/4OHk7DgWIg1TJTc5R1szWX/FWl567RgzY6M8/uIhnjt9nuHOFMcn0izlqwzGYzz1/PPsf2Evl89e4KHn97FUqJBIJVm7cz37n32Gc1OzCC6Rmq6zf3QMJRwjm14gImjYkSD7j57i8qUx6sU8v3viGV4+/BotrcyOkXUslVqohQInT57EZekc2LuX85fH6e3v5fzRE0R8Uc6NTzA5MYttGBRKJX727H6qzQahnW/FuPgLXIqLQ4dfJJddIp0p8LNfPIJHNIh0dlBUwYtJ29aIdnRjKQF0UcTltWiUdV48eJRUROHsmeNMTM8QjMUYS2c4eOIUY6dOEjFsCm0V0+tmObeCy6vQUFvkLA293eD0idNsGh7h4sVxTk9cIBmNIcoufvjIo0TDfp4/MsFnP/fF//+I5ne+/X+/8q9f+jcCis01u95KJB7i2pEBdl9/Kx7HxOeE6OqM0dnRSaTdopqz2bZjA5bapmkK9HgglIzzy9/+keuv3YWYrbF5wzDbRkboiUd56tjLBNUIkWCY7s4+btpyBTuu2cajL5zkthu20JnqYHoyg6lpGJrOUPc6RJcfb9BDNp/ljre8h+GeCAFflPX9Xdxxwy04gpeIYjLY3YdpO+y5+x7Ov3oEjzeCXrP52Mc/TlCR+btPfAKX46CHUwx0DrJq/XY2bxjG45bR2gZt3WLdujVUlibo6+ilq3uILeu2YBQrGIbBPbfuYV1PP6n1a5m6MIYsytxx820EGjXWdKbYsGkLfSE/gmkgJtYTTXQytGU9kXiShKcb0aewYWQQ03So5HM0BZPfPLcX2TAJWS5uuf0tXH31NhTV4L7rR4gofhzBoKIGWBOP8tvfPUqsq5PBnhQ/e+Y0V6wf4rXXDtM3tJNoq0wgFubW625CditkFya4fs0gVrPJJp+fZDJCw+1Gkb30DV3B333/x+zeOsTRi4t0h8KkBAvFo+D3xuju70KyDHZu3sb5ixf49qPPcu+um+jvSHH3VdtRZIXL5y8TCce5dPECg4Nr6QpGedsdb2OhsEwy2cfspfNcdfsNNFbybF21Fq3UpLetIQf9dEZjdIVlhFaVU3NzrB5cS7Olcf+b70ORHNYMrmYwmaKzt59fv/Aq5alJqu4wN24ewbHcDG7cQiOfYd2GYaYnlzg2NoPLHWBtT4parkok1U1CgVV/+Xe45/azd9/zbNh9M0LD4YZb7sJtNFk9spXegdV8/2e/YW1PF0v5HPGObkqjl3BHgyhtG9MROHj6NHuG17A1lkJ0eeiN91IqVxlIdbAmHmcwEuS16Xk8kTiNZot2uYbdbBEMJOlJROns7aV7qIuB7iFsb5igy0FRvGzcfgWJRILHnj3MP3z+TxPyG/oji4KAz+dhz+0fxGxYCO4Ag/1lmrUSzdwsHf09yJpFQHKYbELJ0LBaJtGWgV1r0LWmn4Di46GvfJ5CuUS5UaQvlMAblKgVyhRXmlQu5/AnO5BMk5HhjfT3d/L5D95HsmMAvV2nrVZRAj7irQ7cgS52bewhtzzPjTtuorx4ibBQQ/ImcKk2nauHmEuvkPKPYIggiCqyy6IvniAs+Vix0qgtjdvuvpnFsbN0bVpPLnORpF8hlljP5NkTbBrZjCfgJtrdTyWzQLWhsXZApj+exG47FMsaks8iYkmcmZrEGu6gt7ODW3vjiLVlnDb4wxIey6asQbNZx9uuIgtdKEIcj8eDhguPHKAjEGOmPA+WyPWDm7jpyps58eLLuOU+goCsh5jKtZBnjnHFnt2sH9zMyLCPUi7NlRvXs2PDRiorGd505SCpsJcH3vchNMnCqlr4NZF8uoherWO1LfILi4z0xCm0G0gVD1s3DzOdLyEWi9imwZVD69jetxW/JFJcWsFuVFjd34FWaeLWXNRqVa5529u4cs/duPMVjr/8KqmeVcwWlrlq3UZmYwHuu2I3ia5VLC7NsrJS5j3X30Iy3s3JkJ+WoRMspdnQvYaZ+vx9AAAgAElEQVTFikNE8dLb30Fbs7FMiXKtSY8/wJ61G3m1phGSY1x93ZsRWyrerl7qjSkGu5O87f63oDdVMNysHRkg7IlSCwWYnr/Exu2bGVq3Do/kpr2UI7p2HV2tOqzt47ip4jEMPvOhT2KLfoSYTnfPRt75rmF0x2B5dpq33/lWhMYCb9q0nfTYNOvXrEe3oWPVagqnzmAaMkFbpM8bAMVmKNSNZ41IXBHQHBnbqbF7+xXgUYj2DzB58jIJX4xgKIhYt3HMKralE/dHuXbjRjLLM4iWQzDigbKDz+v7k7X5hoSs6xrTl09TnRrjl3uPsXN9ilWD/ajlFQSfgmq2aLV0PP4Q4ZCfbVs2ARKzpSptTeDi+GU2rl5PLBDHbbvwKB50s0g9JyAi0J/s5LI+RmZ6mly1iiY1qJSKBD0B1EIN01unoViUZ+eIRHo5d+FFLpx0EDywamgEfzxJwC9RSV+kY3UvL764nwtnT9GTihAI+7Hc8NiPH+He4VUUJs5Tb7v4xS9/zBU7r+PgsRMMnD2B1reas2fPcJ07wtOP/ZruTyTQDBMllER0ve6jnp6Zw2d7SS/n8SViiDZcnLiMqjfxKmtpmxZ606CWXibY28PM+Cw7du6iYmiIAT+a14uqNxFy09RsD42VOZ45cJD3vf0ubElmpZhjdjnHtq4hkANE+2LsO3iCW2+5DtNUufmOW5mvpnG3mpQnp9FUm18/fpRdV97EsfPnuemKq8mk00QiPQQEmYpg8cTvnuAv3/9eiq0GPp+PGVUmRRN3R4KKZHHo/GlqeZUj5mmSootqOse6oS3kqyU+/Z3vsr4nSW9vLy7bhSrbNCotxn73NEHJz5NHT9CRSOJdmSNvtEilfMzXDKayyzz97DNcWFpBd7vYtWotI509nM9M0q/tZlmvU23UyBeyBAdWMXdplmgygU4dQxYoqPDUgQMUajV+9Kuf4PKF8PrdJMMig9sH2B3oZPLyBIot8ONfPEY8FuXma69El3RUrYVZckj2r8bQdERJAZebcr2O37DQm16KmSKjlsPmtUN8+0cPc8fSMntuv4309AV6Nmzm/vvfx7984m1sW7ONcqJCQW+i1xwMyyDRkcLyhVlRKyR8Ek1DpaBXyZWziH4PkuhnSc+TqSts7l2FJMoYsouh4dXsPbKf3duvwVgyaGXzFBJePKrF2TOn2L1zB+4MNIwWmeKfqegcl4htNwn1rOVTf/NhXN4AJgKeSJKmbuMS3DiKTqlc4CvfeZx/+9GTHD5+jkyzTt4ooxtQLpcoVUvIXoWyLZAxJCqWjYZNMObFFw2R6EixcdVaJpeymKEQoUgQxe+mVNdorRQxHJt0toCoefAlOjANASXqwZ3soe2XCCgB0st5xidXiPeMoMsiLV3DJYlks21++NzLLFar6NEgbsNh70uvcmluhnUjG7AcB5/PT0No8e4PfwwnmsCb6kCtl5nOzlLTVOSgh6LeJNydQA5HMD02UjCE41d437u+iCrozFcLiIkAnojNwKY+NMnCK4Op6TiGjuMSqLgFFEnG07OGW+55P2VD4+X9+wgnItSNGlOXxwh3JtFCCoNbtrBcqmJLHm57/C3giDQtlVh/L9H+Xj7z2Q9zZuYiLsng7OwCVVujQpMaDt54gre974MYoogS8eMEQqxU8lR0m1K9hd5WefLlo8xUM3x5/xHmG22EgIeVSg6fR+Dfv/QZ/u4z/4uSY79OlYluWr8/iDcVR476+PD/eD9SFTJ1nYjXzzdeHkXWTPKNDJtuvoGb7nkz1+64El9figulJbJ6AzcK7rCH5XaVht9NERFXNEzObOGL+BFxWMmmmcjO4O3uxtA01g6ugkCAaqtMcXqFy40qLlPl0KmzrF29ms5kB1pAQFJEBEmgYRsszF6iXMxhhv0st1u4fX7S9QKL8zpdnVvwRhNMTC9z51/cQ1u0WM7kaTgyrXoFBx9XXLuHfH2ZRttNpd1GkBQyK0Ukt4YY6qFhuWg6LVx+L5dyGcRABN0loes5DLeLdKHAxaVZTFUjnggz3SwS6uzAcrUw0HF5ZQyXhe6VuPrmu/F2r8aKR3H7BNp/+qzrjQm5rVnUmw7HLk4zWk3xh7EmF5dK5Is5hne/neV0lVazTb2t8tW/eSd/8+7baFptNMGh1WoiCAKGKGBJDlPZJeLBOD//jx/wyPd/huiAN9LCUk0sl0iuVqM/GGd5bomK2kQTWnzkf3+PGjZt1SEeduMSLQTDIJpIspTJcee7PsTPf/842cwyEVkgJpnEPAJz02lEwUVFg8VigYl8nXBYxKNrWIqXG3es498//TFOj53GNkxUU+Xy2EV+8P0f8uYb7iI/u0LLVslXKtz/D5+i0rAwBYOTUzOcP3KeVtVhcmmeiZUyoWQcQZaZyxdYmF9majSHkZWYmLqM6XbRFDzkszlKlTI+jx+13cCnq7jtHB393Rw48ArfUe/HcQSags7Ro0eZPTJGYXmZUj7DhjWD6O4a3zp/NRIiM1OTtFc0bPyErBC2LYMcpdjQadRa2DiMnxylkSmQWVrBUFVW8nmctkY6W6Cq66iGybtvvIZIKsXWnVeiI1No1jBcBjlH4B++/FX2nz3Cww8/hi471DWV3ulF0rkC6XqV4vI0i+0lJLvB6ZkFRrbswtmyk3q7xXNP/4HCYpqVXJEXnt2HYWmkCzlMWUT0eOhZPUh2cZmjB17h+KuHcGlNRNGN7k5QbIsMrllN2BJY17+J9X1r2LGqH5fiZx6NcbNOupRmeKgDS69gWQUCboGFxTwTM7PYto0c8FM2dQwHihenOXPyHH6/HweRt37mC8xlC3jjUWYWlgngBq1JpZhm9NI4gmNy17s/SbGuM9SXIuAI+BTo709RrFmE4n0sVSwEl0S6VmFqIUO95VDSDVwRNy3BoNau0lSbVM0Gi806Tz3+NAeeO0xRayG6gywWK+hGk3o2QyOboTa/glCtMT5fQPhzhe/VNZUn/vg4Txxc4uc//TmVusGDvz7AdK7Gl/7zJzx2+CXauo5fAiQRT1giGBY4On6ZYqVGQdWRkJhfSrOUW2J8/BR7rruSu+6+lZbp4PgK3H7f+6lWKmwc6SNdThP2QKWeodE0GFfhbHE7tlDCEwgTjccIBAIs5gp84vMPYjgW3/3VETRTwB+PMNidoLQwxfqBTtLFKvsunKFrYABdtPn+S/OEfW4sy6Szs5N6uw6OxJtveSuTUxP0d3Ry9ZatPPjlfyQacvOVf/sypy+cQTVcrL5iN7lyk4FEhFDKy1J5ma7+Hn70h5dxHBXF7cZMdNGTTJAMuDGMKn2xMHMLC5TqWbqig3hEmVqpjCcWoI2O6Pfz7FPPo5geso98gcOzGaqGynU7t+Pv9JPyymi1Nq8cOwdqJ0ce/RbNeoNVw0PISRG7lkN1ipxdzFDXTTRXlHa9jl+wWL2uE8HVojMWYSmzgOrv4bpvHqYtpljKqUynC4TCcTr711DM57FskZn0LLlCHlEz+fY/foG1jsJb7riNeqFKoVLFYwukvv0o6UyevsF+PnbXnSSCITTV4OMf+Cv2H32FQr3BdTdcRSrhJRVQuGHLWhbLWUptExGIdCR54tnfs279GlZvXceu3TsI+d2cmbjEVDpHqq+T2UyRaKeHZX2Ri/MnEEQVwQ3xso9vfu83jDdNkt0pNq3dwdU33cbiUoWlSoVaC1q1OpVqG+pN6vOzzBZWXi9rL7epAcNdPXzyy9/n5OgFOgI+VnIrzE5P0du7nkqlgoOFY4vc94HPMrU8QygeJRgOYQgOqY5ODMFPRg/REmQCAR+diSDNWoFMJo2OgCi5mc830C0VyS2TEv3cfc0e7rjpWjB1Hvr9PnI1i5npecLhIOGwH8nvwhR0/v3hJxDdf6Y9sm0IPPS7aaYXj/NX/+N9vPu9n+Trn/4MyzWNE6fPsW2ggz8cOcuSCnq+hFK3yVccAvEOBrtTVMotFtJZcplF1gysYf3QANvWraG7r4datcEffxuh7u1iKVdhfGIOnzuA5A9QqbZpVzXEhsa5qTF+P7+RfadHyVRqpPNVNJfCvuNZPJLIycNnue/LP+GVkxcYn5zBEwiSbxt45QDT+TqWpqK4IqTpYNozRK+kMzM3y7OvvMJKvY0QcHjhdBVNcHPnW+/hmpuv5dDUAj0bbqRSFgCbTTffz+0f/wxCUGEkmWBbT4Jv/vgPGPbr7Xlut4gQj/DM1BQun0Kyu5NMw2Cp2MaW4ux8/weZmZhjeXaabC6HqgnMz6X56TcfQRZlAv4yowWRixemEEyFPn8SVXf4wne/y6PPPEv9yI189PMfRendSlV36HX76IglyNcbXP+eLyCiYblsioUaxy5exKMKJOPdNA0LtW3xwU/9I43Fi1zz1z+isWojj+fafOSJZ/nSk8+9XhPq8zA5s8zY7AzFRolUPMH6VUMMhcJczs5zfn6Wr/UO8vcdq/GaMt/+1dM88NBv+OXzL/HWT3+dUDhKIhUHTWSumMfnctMTihBOJChVahg1FcGxQAoSGrCRZRerk266Ah7mCisosoNP6ued//NDtFxRatU2I33DDPetpWRKiFKMLfe/B7fo4//8dC8vnTrL+UqBJw+f5cJyGUmX6Y10cG4uQ2ZuEl/QRzgeY8/V2+iJKfx+qk3MdHAJNmUX3Pvx/wX+MD2dXaTinZwcP8/x2QaSaCMIDqpb5D2f+FcKjRpLtTpTS8uUcNPTuwbv0A6W6iY+0cYpF6FZpCfuIZttYbYtTmd1ZosNzk5eItYdIJiSWdXXgS36ObPQ5rP/+hCS4OLQ2dMUGzq61qJvxx7mqrwR89MbQzT7ujud4z/6Lp5YB5Zm4BYlSmob1XJ46Je/Yeeb+tnW34sSSTI3P4OATMgr41U8HBs9zr6Xx1DrTf5ixyraskg1U+Nd996O14H5hVl+cmEOwRTZFPXT393F6ctTyJEo3ZEwKa+HH/7qMf7zxz/Em1qDUJojvzjHpdPHuThb5LnRUUau3UqgssJ997+V5csTdDRaFNOz1Cpl5nWdcVvkG1/9LI9+60G2xVLgDhCJDyOH3ajZRfRmncg7Psf+fU9xVWqAnq5uDMciICkY9QpnF8f4q6/9iA/ftZF3jwwRCfsIBoNosoTi2FTbBv/19F529Q/QoygkemL4o1EcxUurVGKlXuYHr05w/Zu2sc4ssmbTbkxBRvHFWcmppGfHKDaq3PCODzF57BjBSOT14Hifj0J2hWx2hVq1zWuzp/nCfTcyNDSE2+3BlMFqa9i2zdELExwfV9nUFWdDLEko7iUSj9PSBVTLYHI5zfG5PNrYE1y5dgSpmGP18OrXc9MckXy1yed/8xTb3/FZ1Ool/vrKDUSDAbyxINWVHPl8loaqsel/fp3p+RnSYys0iisIgoXtCrP5yrX0rBngp4/8jFVqg+GuOIbtQnLL1AolmoUy+WqZZ868zI233ko0O8usajNdqLK9N87wQBevvjrKhG7zgds/QlckgOScRzQamE4Tt+KmUG7zh0sXqeur8ZkO9+7ezciaASSpygNf+zrBwfUYGEjFFjv646zt6Wd8cRG3T+BcLs0jL8ySrcicH3uCQr7KT//pa/z13buR/Al6EilcvhhqU+U9//uLPHBtBwkxSF9fLxY25VaT4xen+e2cznLe4h1XD3BtV4QN2zfji/ejtjQK6UvUc1nOtmw6Qh3cdNUWFEWmlC+wklnmxMQkTx84zLotu7ntuuvpjvpwNAtNr2E12jTbBc4t5PjOo6+Q/RMRzTf0Igd8fpBkNFXDsgXKtSaKS6a9kqdnuJ+OgS0IgoPkaHRFUvQlOxFNFbVewmW1Ma0W/X6LlKPznl1X8al330eH143ZqtMslbhiy0Y0w0AWIBGJctuGNdy9ZjU9ooGj17n15msIRuOYlopWqaPVm2iqQbVaoyee5OLoeXyWQ5/tYld3Lx2pBLrpIEeiuEWZsD+Imsti6Qaa5aB4w9hiAwsJU9XBcpjNZmhm86RcDh5HxWO10RoFitkMWB5ESaCzuwtDU7F1A63VxmvZVAplrEaTwWQYdBNXLIq7ex1SsItAsJuejdcQFP3sXNPP0b0v0Dm4Hk84iqK4MVpt/F6FRP8g4ViKzMwUsWQSj8eDW1GothuouoWh2QiCxuDgIJV6jVa9RL3y+n0sVadeyKFgEk9FiUWDmIqAxxfGpfjw+xSSgRApf5BqOY/fFpElB1XXyOUKtNsCZihEIBJk6/BqNg6v4rqgTCrZha+7A5fgJhRN4veFMQyDJx97nMpKg3pmHq3ZQKu30epZTh44yMHn99Ku1kGUcEQXhWKOeq2CV5FRAh50S6fRbnPp5DF8isEVcRf3rgmyszOET1DZtCZJW9fRaiVK2RWCSoBas0bA4yOkKESo4TZE3tTRw4duvZZUNEaxWiM3W+YLb38brnIF0R3ic3t28e4b99AfCHLv9i2s9sa4MtXL5969mUhHGMdx+NmP/4s1vSkUr49wNIhlt7HUNl5F4JZtnYTFEIIgoGkabpdE3O2mMxwk1W6x8/pdKIoXISRg4KKlW9iSTCjahWoa6KrBLdddQyyURLAkHEvA7w2QEGW29HYzNTPNcP8IosuH7Haj4UWQ3YiSj9Wr1oLwZ2qa0LQ2hmkhijJhXwDF7cYyDLRiDp8k0q5MIngSOO44hglmo4rslfAGwixfukDQb6MLLno2bqaltpkYv0ylWadh6UQ6koy+doJcZplwLIijaeARaVoaoiigNlpUS1X0VgurmUPuHkRzFG66/R56e1IkYn5EQcIjOYi2Tb3dwHaLtFNBLmVXCAbcrJIF0qN/IBQJUPGEcHkCWDhYpTQuSwWXik/0EEl2Urd1PD4/qm3SFkDuCJPwvw7fnz75Kp3Dq/Elk7TrDURZwuW4UNUWHm8Ij89Ls1CnVS1hqgYNS6VdWMElCViqygN/83c0VRXVEmg0VV4cvciv//gii7klZMmHJXoY2bgd1TKo1jJMXTiNKWm03Q6h1CC5pQz+YAzHcbBdLtr1HKbm0LZtfH4vbtEm5PFS05sYgoBLlJFcIAoi1XKRtWsGiCWi5BoNiETo7R9ERcNjG5i6Su9QByeO7aXDA4g6gm2h6m1qtRqKKNGTSOFxe1FrBWRPAEdoYhgVMulJmo7JxMUxPvCRj5IY6KFpt9CNBqfOnuLk9CQvjZ4h3JFAU9sEPQEUv592W2XtYBea0SA/l6Os1/H7XbglEXfCgy6KBOJR9LbF6OwKJVlEFwS8ahsfHiyrRXp+kX2XRxmdz/KB+9/EtuEd+ENRKkadZH+Cuq5jui3ylRLTC01CkoHtOBTTK1wYn2Y826BeMTBsH6JXAVkgGpLA5eAPubEVsO0mluynWmmxZTDCyswcqlrHo6SQ/FFcjkbA66LVqiJ5FRyvH5csoVoGoijS0g1Ejw/T7UZW3HhEGdUqIkh+bFEgKClUbZ26BFG7hv0GEkLeGKL5rW9+5X133s6hI/vY99xTGFqVvQf2U1DrXFwYZ8/6DdSdKr/62UN4nDzzC5d59fhJejuTXHnNXYzNZpi/tMz47DynL8+warCPB3/6KOfn50lEg3REQrQkH6Jj8ei+vaTicRayBZ7at5/O7hSq4bBh6wYUSeLYC8/xyvNP8PATT3Jydha320292eBd97+ZeDjM5PglitkcR4+dp60ECUsCUqtNT8SLN9DP935/kLDfCy6FpWIFR3EwdYdN936AR37zcyyzzqmzx9DVBv/xra/jCgZxrCZPHxnjvs39XJqe58DeV9i4dSNP7D9IplxiaKCbYqkEdYOiY3HozAna9RKKabD/5Bkmpy9x8vwk3s5u5pYWcFx+kqleyuUGZ6czdISCDK8bJFsoYdo1Xv39o3T0dlIv5Hjxuee5ds8eLo6+huyOYDQXefXkZaKhEJcuXObk+BKhgA/FMdEbItFoAMEfYGxuGcexMXWT5XyBuqlzYmKWsJ4lVzYYXakwPTeO5I3w2KtHMd0il+YzdK3fSkixmVyYx+3A1x58kIY/gOx2YToCOVPBsNr4zDk8LoNytc7Zc6fZPDyAx+dh21U38PBDP+IPB/aRTRdpluucW1jgyOgo/oCXerMIpsWx88tEvQKHzmRZLmn0doTIrxSYKxjsvupWaoVZ9r56mPkL54lGJR78/osMhP2M53PEwv2cmLhAo9bA44g8/+JRTl2aZ21fP/OZeVaFFbJNg18+9SwNrcEXf/gMF5dqrOqNcsWuK9i080p8joldynL5/CLbtqznh796mLGJCTZvWM+JV55H8fo5NJOmqRv096b4/ZkJDl+8QMvtI+px0zZa1AUPT//hCTZtGOaZF/bxwpGTBMIeIoLMmuFhzl++yL6XDiDJMmcvTXB6YppWo0WppnLj9Tcxeenw6zHBlSLFlTS1XJG+VSM8se8Qf/+PX/j/T3a5RRHJFon6Ywxdv4f+rvWIYpRSs4SUXkYYGKHD1nj73X9BpGsQQy2zQ2ujym5st0zTllmdCnD1zg0cOnaajQO9PPDh9zI7t8DuK7dx8chp1idirOpLEo8lSXlk+juCHL80jWpLdMYVkqlenv3lw7j9ce55zycxf/0YQ6KNLdgszs6xUNbxGRn+/l8e5nuffCerkkFGNl+BoKtcGj2PmUwQXYYv3n8f6ZlprFIBVfExma6zoS+CC5Fuf5S+ZDdGsIddm3ez8RvX0qg36U7GkaSnuHbzZvxuCe91u1A0mz1X7ebSfIFqW2VtoouKnieWSLBpx06KExME3F62jmzC61rHcuNVvvRP3+Rjd13FtpGrKZ0bY/PwAGu6Q8QMKOgWqVQCQ/Bz/a33U8pUWFqy2X3VDWhtna6+Yf7pWz/m5K++zEquCoZD39Bq4hr4wn5Coky342bD4Gp0l0QyFIFClXPzM9RNHceW6ejy05sNEfWarOqIsnxqlJFUgtHlOF63Qn9HFLfiJ19Z5L+fOMyzHxri85/6BMnOOK22QEvTmD0ySdIXoti2iCU6UKUwm6/YQ7mq4JbbtC2D7Zs2smWoB7HlYBTK3NwbxxuKows66fw8b7/5GnKLE6wdWkdDN3ntQomFdI51PT0cXJ7HJ7YIDm7kDl+WWmsXnaEyX/34TSir+riyaPKjl2ZpIrO0MMvn/uoB/H4//kiM7qEkyTOnqJgqf/v1XxBPRfnAxpuo/0WN7jXryWQyfO3nj/KOBz6Ov1Lhql2biKoSXdEAW4c3cnl+hoWlcVb39tAZi7Bz1zW0M4vMjRe4cWQVvfEA52dXKJZq/I/3vYdwOIr3hqsQMgXuve9ullbqlEvL5OdmqdWrjI2NMTs9zf23383+5/aT7E4hB/3kK9MU1ALTE+e55oZ7CDYdUgP9WKoH06zi8ch/sjbfmI3RthB9bjZuuArBpeMIEXqHVrNB3kFmehlvpIfK+KvEegaR5TDteg1vsAezMIeEQ12zuG79ENev2cg1q1bhUiL4qhlu3XQFc6NTNLQ2zYJBfM0aRBkURcI2LD55/724IzJHXjuG2mxwzdvfjbvRRonHyE/Ns+/gfmy3SLKni9GTr/GOj3yMh3/6Dfwzac5OnsPXgomlHC63TOfwLi6Mv0izWCcVDhAQFfq6evH2raZZnKZar3HHPW+l32phGxLllsXy0hQbRjZw/KV9WIZJvtlmpHeYldwKLjtAqjNIf38/hqoxPnYel+Aw2NWDYjqYthfBdNHT4SfpjxPyj/K9b/4tw0IQQytS0GzUbIVULIinu4fG/AyO7cWrthE9QdwBF6lkL/GIGy2jYtZ06o7BSr5Bf3cKXXOwTR13IIrVrpHOZjDtOPlyhc5UF6gmYh02jVyJVzBYKFT5+U++QjgUY7h/FZbowjewDllU+Nht16FpBpln97IYKXLfhjU88ZXdWA2BsGPj9iRR0BHNCttGNiC5w1TGTuILagxYDXLNMt1RNxVMZNuiNx7HxsHXEWdRmyER78QbirAyM0mh1mJ6cZF1oSQ+JYlsL/Om4SCKL87s2EU2htoIWpCYO48R3oAo9SAFs3SmPFRn09z/rWd42213sik1hFircfDwi/T1JOj0dZE+s4za0NixexO//fZXCUpeSjOzCDMSkZbDeL7OkFvAsVwYrTyykWDnNbtoW03uvPPNvKlaI96RYvrICXpHOgmYNsuVJWIdg0iKw/aBES5mF1nviVFbKdAXjHHizHE29a3GyJbYsmozK7KL6dOj9CU7eP9730e9USNqiXQEQ6SSnUTCfrKVKl4hxDvf+zkCkSQrZ07QKubo6V/H8tIKr9sE/7TzBm2MDrOXTvPa4b2spMt8/wdfZ/TsUY6f3Mc1N9/Gj3/+3wQ7U0yOHaNdXWH8wmnKlSxWIExDbSM2l1muGxw4c5AnH3+J3/z2CR56/FmW52aoWS0MUcSWmyxllrh0fhTLFFlcmMGsNzhz+DyVZhvbMBEaZX78z59Fa+n86ulfs9KskC4XqGhNLh4/RmEpy7qudZyaHafq8jC2NI7kdaEaJn/xwNeQfSGaikDL0DGDfsqNOqWVLC2jiRT0IAc7OHX6MJfHz/D4c78gEeukWCxi+xVkwUWm7ZCZnmdxMssvHv016alZyhMZpk6fQrUMKhLMFzO88uIrTNdzzK7kuHBhnEvnjnP0zEVK2RodwQBL6QLeZB9tsYsaCR578o8ISLhlAZfHg15apFmcZOrMK1RqaRRFwRYMEPxMZnMszs6xPL/Abx99DLVcY35yimqpjC8UQpQl6vU6tZU8np4kjWIZr+zm+Mw5WnKLqgKZRpnTUwscWphh78sH0Zs6U0tFrtx9Nb975jUGo528+Px+Xho9yVN/fJn87DyaZWFhEZMcAkaetqnTbguUC01kJcjl5TkcS8d2uVi9Yzsex0W5WKJqqhw48BLNUhFNbSE02sxPL6JqFt/+4UPsf+E4tcUsYyeOI8gS63uHyOeWmVrWqI+d49De53npqcfJvHKRQrPKeMnHlt53WO4AAB7+SURBVM5eBmUPPaEB/jg6RkOKoYs1VLeJmOxk6vw4tgZHXj6K6o9yOWswXkxzZmaaWhkEwaFUbJKt5vj5H5/m1OhF6rksPtFNtrBCoVBgbm6OZrtAtebiwKlTvLz/BHq9ynzaYDGwlpJapVTKcuClQyy3TBaXFinNXSY9M4MQ9JMrV5BsG7vU4pGnnuTExCXMZpX5yRkw4Mvf+Bfa5TQTp17gbHoUj8dNRa2jKMqfb9hlmRatporo9jC9PEPTsXnmxYN4PAJf/Id/Y9PQVsrpLIlYkjv3vI2ffeu7iIKNVcli2halhkhN0hBlhYGdg1x79RV86tOfgGQIj8eDaps4bocWFr0b19OWoGPdMHlVhZDC9NISoqPi2C3qwQhPPfJf5CYXOHF+gng8zlKlTN2wqTcLlLPn2X7/3ezccj153UEK+GlqKqo7xmy5hOLEmWkJrFgyNdXkYjtPu6lS+vlzRJJx7EgCVyjALbtvYnFlhvHpi9iGiSE4HDx2mrJZZ3DLet7/0Q+ixOPU9DJiQKHaer1hwOOWUAa6CfcPEuhK4hBBCfl5dX6ZWn2e8aVpfLEwlp0jGnGhiAnWbthC0KegBP0gmKj+LlpKik033oXl7cDlhVA8yp3rTNLL08iKSbynh7vf8XZUu4bjFTAkAUXWkSWFeqtF55oR2rKbcGecWqXOzPQJgt4IPo8f0+vCJdvsufl6brr9zSzMLeL3iwzdfT3hUIrx+Rk2bL+SwcFV3HrP3YTinYheL2IwwFKphe2yMT0ShtnmiWf28vBTTxMOhpAxcQTwJ/poqmXqtk5bslk7sp5cu0K5WcEEzs9MMDqX5p57bmF4Sz8tsYHb76Xa1hmdmMVyW8iRFFbfIFtu3kJiaxf66hhqXUduVTgxMc9kZgnNbXDjVTs49oe9fP37D70+wGy3kP1emnqTnsEuLF+cM4dOcWZyhaDbz8hIkOMvv0KqYxUlVeOq669lw45rqRgmRb2E3m4i+Fw4EpQbbVI93dywcQu+eIQWdTxSkF1v/zCFahPN1rhlzx0Mj2wl3tNLSWvSEEwmV8rYokhb03F1J7n3ne/igY8/QL1pIcgOLsmh5Q3RdCxCfcOMrN3Bs/uPklucwRFk7DewGn5jQAgOuVKB4dX9+KwW65KDfPQv/5IzixVi3jAnz0zw3admCHgUvv2ff88tt1yHUcwwde40I9e/gw1JlaDfZjabI5uvcfzoDKePjDM/t8BrY5cYb8iMTkxhCS4K+TLP/OIxvved76A7BqraxPbZPPvqa7RrFaJ+L7fefAvd6/rZsX4TR86OsZIWMRD4yOcfxHGLlC9OMj96Dr8A9WaBhqBjtnQeev4oQZ9OzBYIqDYR2UXK6+L00iLnvvS3uASR3fe8HUEEn+OhPzxEPBpjqZhne183xxbALcg0ZlXabR8HXzyKIEoU6hWK+QalksriUp41qwbosgVStkJXKsh0sYrh8vDjXx/g9yd+g7+zm1/86mme/M2vqV06SDKpUC41KJVKIAl4RIf69ALnz50nbEu0dRVcDofzq/nBUzMsFVosnF9gaTTHqVOXKTfaLGczmPgQBAG3pFBbXmHv759DNw1GayucXZmip7cfExf5QgWP2M2hA+N89YePEUwEKIhQdNm4PT5UWeDc0hzdsTBio8nBg6/iEqFSLPPgw79E1xokYnEU08V733kHf3XXLXh9LmRFQnQcdMvFXL3My4eOU1gu8MIrL/GTXz+CLxRBEFzoYpCNXTGUphv0JLbpIVtsUqwabL/rfioVh3qhzMF9z1OYLCLNt9l/aIr/++xhJn/xtyw16+S1KifGx9h3YC/x4T5u3bETn6iyvDLPTGEJBwMp4OXK936UWcVi2/B2FK/EMzMR/us/HgRJoFEsYhRzPPabR0GWcSsBNA3OFTWKpRo1tUltpkatKOAlSD7f4ncHz/Cf//wNplYyNG2ZB3/5PAN3vYeLF6bQTItspcqTR+YxTB3cEisLC2SXl1HLNRYzS8jBEA3dZGlqnnd8+ks0KnmwYNNgL8lwkmojj9r60zO73pCQ802Ni0cmaFZrrO1Zx+4dm3ntzBkO//YAs80Vzly4TL3dIrr7PUSUGDt23UHL8WBYMppLwaPpuGUvvxgt0VCr3HTVZobibqLhBLWWzh2f/A9mVlpUKg08osC6jcO8+21vYX5hgcn5AofGC/zgyScwDYe7770Tj+jmnquuRRNaXFqq0GpWUVwCmaif5WKDQMTD8KZB+lNRqitlZMuDW3ZRECP4XB56epN4kwper01ucZYH/uU/MFwmL191O44vzJmZaZbVDMXaIgHZy3S+zKVcFctlUvXFaQhppi4cYufWIS4vzzKdbeKLbcTt9aIoLgr5JRoBB01okogIfOD//BJ0B0uDXFFHMap84oN3s+fGa7HjEWRJIl2toXh9mLaF1a6ybmMHN+8awO/T8Coimq1jGRVsV5BzCw2kcB3Lnqd/VScVAxqan7IuUiwW8TkiUkDm6ut2YLWb/PNPv4moKNSqbYqVPBGfh0J5nFvetIXPv/0WqiZcfe+diAjkMhlMTWUkmWBheoLC3BS7161lfnaGtmZxeWqadNtBdoPtSKhaiIYqAxKVfB3bJWE5Iss1nTft3sTmtT3cfMVu3nvbHdTKFXRb53xexgz+v/buNEiO8s7z+Devus+urr5bfUhqofsASTYwMtdwjDCXsY0NZnF4DHi8Zhcb1uOxDYSPtQcxHtsMCGwvxoC5NcZCICSEBLoFOlrqS33f3dXVdV9ZlVmZuS/8YvcNGxYxREyw9XmdL/LF7xeZT+Y/nsfNTHKETH6YqXQKyeWiauECVn/uTg7Fk3SN9nPeijXkcsfZPRThyaNdfGvLI7Tf+UtEm52SpbCoNcw1G9fR4vexoqMdZDvRZIrjUQ+FbAatVOK9f7mfixYuZufRfczOJbC7NMZn0hzoPMl5S5fSP55k841XUSzkiMxHSaVSnDwxhG7z4JLt1C3y0xgqEwrC4+8cJlWSOXZ4P8/uOkUiGWF9k8iuh++nucrL0OQ4e3r6eXjrb4kk0szF4zjtEpZokVNjtLU2crKzh1i8jGno6JrKbfd+H4fXSfviRZQk+PObewjUNX48RbZMi735LL986jd8Y8sD/ODJR/jxU8+jyU6aHGGiqQSqWuLzt9zFos99naU3fIWtf/qA8MW3YpqwozvO468PUVQtNn73D9z73Ov8bOchtvx2B5dv+QNpNcfJsRLDBfCHw5y/9gJ8gTDJYomCAmfH4pRQkOwB0mmN7/zkX3jgT2+x/YNhUOxceeXVlACHKHPXI4+SUvNE5vIcPjvGABZ9GR1DknApFi1338PplMqZyQzaeRez9VSG8zffhoVEOJsjdmiC3x7P0T8xy9DkPM++d4R3959C13UU2cl3Ht+Oz+5jw7IO7KEGjo+mSFp1XPfw49RfdQeJ+TxDkSjyTAlVFjkzFSVngC4bXL95I5Ji4zcv/DMOu43GoERtrR9B9KDqOtff8w5aNoPdG0ItWqD4cQV8xFKzxNI5DMuHJmhs2X6anmkDzRni3Xf7GD3az50PPso3fvBjXj76AePzMQIOP6LHy1e3PEhBjuN0ChT1KO9PZDHkABuXryIdm6bstNNx/eXoDhuGYaGVdA71F5C9LjzuAOHWhQh+F4lUkng2jeJ2kitKyEYJl6dAdUOOxlYRSy+QypSwLAtB1PnmDx8mr+sUVAkEk2JRYzw6y9u9OqmcyX/59V7OjCc5ESmw7WScNbf/iMu+/SsUxcJ16gA9JzuZTThxFj1sPT5LNAJ33PYAHT4vfsvHydER/rRnLxFV58RAH0/t2s9Dz7zE8dEoP33meX7y6ntMxaIsbGjknssv4obVq+gcmyMxN8mChiYOnh6lypRY19GErmZRM0lmYjkGZ2OsuuIyMqNzPPP+EN1TSUYz8MyRPspxO7IsY3d6KBh2dh3r4r5v3U1zbTWi30vf+AzLalfzwM9/iSrYiEUiSKITl6CwoGUxo9MJZhNZahobEQQBRJGiZOfZfd28e/g4D//rVr75wFNoWvmv7ua5HXReHbRe+eGdNLd1oIhgC4SxTAtJhu0nhylEutgUUqjqWILP48TmDzDXP8h4/wgHxhN0J/L8t899huZQEMHhBmBuaoSxkXFGJkY5O6cymhO5oKmZao8LTRI5r6OFsOLAUHX+3NXJg1+7mlRGxV9Thzfkx8hmSExPse/oMXpns3R2TrNx3Squ/ezFpNM5kATUZIFDx46zo2uUBzatIBQMUN3QSnV9E1q5THJmiMnRQd4+O8PKi28klCmwsLoep9OJ3QDT7iGq2EjKDezZ/W3WOkUCbjttS1YSqA1hl91IksXgcDcv9kRY0dzKxuXLKGslTAEcTj9oCiOJBHv7e7Hnxrjl0xsoqBq1tWEKOYu0JpCTQ7y0/zTxs3/mpmo7LU6JtiUt+OsaEXM5cmqBbKlE+4+3c9fFi3nkkV/gqqmilCuSGh+i6+hB3njzHRxLWmiqrqe1fSktS87D7nEhIKGm0+ilAi8cO0azkGBl82JMq0xNIIiMQSQzw7bjvcQzOR57aAvxkW7qFrShuH2gqSQTWR7+zTMceP0Qf/+Tu7iqfQkB8uQwqQ76EFwBdDVLuaxRvenuc3lGVHwIy7L+40c0JUFgaHCI+fFR0pkU+XQESysxMzJFvUti9ZoVKC4FuZhFEATysXmCbi8OWcEpCbS2tjI3H6NswPT0LHPTU3jcAVS1iKYZ1Po9LG5vwWkUabY72RCuo95UUFSV/HyU1powll7EJYPDAflEjNj8PAVDp6GhCa/bjSUKVNc18O7BD8hmCrQvbMZmh3BDDYubw2hlg0w8RdkwSaWy2GwSlihgCTKNjX48ZZWQzYFDEnEZJookgFDAV0ygl4ZxoBDPlSnkdLKZJA67D1MGu9eP21lDV98AdT4H5cg0VX4HdV4nNr1AKTEF5SQLFjRw4Yol+P311IdCCEURySySno8jykGWLArRXOMnlcrgCXrRygY6kJPAEwozn8rymyd/zT/efw9ufxUmIpYsIss2UrEkBU3HNCR0Q8Pls2FiISEgYmKz2TAskYDfw+q6OmqcCgvra9EKeQxdJzcXpz3gIpsocOStNyil8hQLJUr5Aog2qsLVXHnpBkzJwOl1Mdl7kmI6i0O0UdYFBBkkGRRB+0ihrfjozu2rtWUiOeyUMdElk86TJzg10Ie/LszoUC+nu7rAENBFCVO2UcqmyUkCUn0tNe2r0ZIZkqqO7PLhC1SBw87gzCxJAwzTQTmXQS8UwbKwWRo+EYxMmqKuothllFKJ6Nwc7poAulrG1HRsIuSSWTTTolaR0USD7rF+GmubWPeZC8hky2Q0SGQ0PDYHRURsPieCIOB3O0hGIpQFO95gHXpOoxhNkirk2HX8EN2TQ6ilAgCWo4qyqpKYT/zl4HWPHZ/kwrSK5JNJ0MposoZhtyOJEpYs4ZT9IDjx+dwIbht+Z4CZzj6aaxuBMjnKGKaAWpaxXDq4nNQ63PSOTuH02RH9XhrbWrCbFtW+AJl4FI9dZtWqZSS1AgVVRU+kKGOBpuFWvAguP26HQLi5GdntZ3xihMj0JNGZKIIN3H4vxYlR8rksogharogs2TnadwbN66axyk97x2LMgkquXARLB0zUfBbBMmhoaOLSz13B3PgstrADBAMJgXx8gvnhYXKGiNPv/RiiWvH/ck4jmg//7KcPuW0mr737Ab09fUzOzfPrp18gm81y8003I+WTGHKZWFFn9679uJ1u3jl4jO89+godNQpnRyIYzjJDA5MUNR3TKHPkg1NEUwY2RUOxBPom0njsImq5SLC6ipn4LFOZOWRFwuX0EKy28/q2t+np7EG2W/R0DvDo439k+bIWZqamOD2ZZnoqgi5ZtDRV8fxzr7L00xdzpqsbp12hSRGJGkVO9vQzPj0OsswT296gdtFCXBi0BxbicjnZtW8vNTUBgrUuotk8L+x+HUfQjT02QbScJuv08/zOt0DXmM8leeXIEeyWwbpwEzaHD800GRodZXJokB3v7OWVPbspaBrnr1yJLumcHewiZShY9hLxZITJpIEbsKqaOPP2q7gVmSlN4uDhU1Q7JH70/FvkrTx+SeZ/vnGaRSE3b+14Eb8XJjoH+NW/bkVfUs/JU4PU+W30jY2x570DvH94D6Jp8ctf/IKX/30bn75wLflEiUDQxZHTZ9DL4PK46Ok+Q/dQBLcC7+x+l40b13G0s4dDBw4gWhpzs9Ps3Pk6HSuXc/BYJ0XTZLa/j8NvHyHWf4rhoSFOnejG5XAw0X+ap3d3f2yh/f/JQw899FeNaJ7TGrmxpsq6YeMi6moWEcjluebGG+ju6+a8tcsJOJ2cOv42n/rMepyBepJnhxDScxw70cPGqy4hm9f49r+9zMZVTVx/7fUko3O0Nzaw58A+WpasID49hcM0+OM7nVzQ2oxiyNjsLtxegVwpS8jrxeNy0rYoCA43oiBDWUfPZqEqSHvTAo6eep/HXjyIEHCy+cJLqJpOMlSIsfn2q0jOZTjbN0hdNk/tomXkNBFXIUvA4WDO0hHMMrKRo5SrpzVQTTmfIJ7JkheczJkZTMUgWNuBObsXq6ziq2knNTVKYXKIDbfciGlI+PxVpOwe1FSW4ZPHcQfCOPImpuLA53XgDAaZyGSocwnYq5wkonGCukLS2YpsjOEQ6xkW7Ly15T7+6eqVZGQbajxJ0/JaIjmRxU1tDJ88wvrHDjGx90UKloy9qPP2s7/ljv9xH++cfIfud06TKhawBeswZBdOGZa3L8VbV4Pd5Sbs8TM+EWViaAe79hzguuu/QIfbQclmYq8O4BZc7D7wGlrJi7sqxJL2Rcz09nPldddRUgQcHjt/e/WtbLjxEjqiI3QsX01uaoqN6zYwlpunqBpcfMU1eC689SOHt+L/+GvXyOc2olkuc9XajTSGqzh9pg8BhZbqMPaSzvDEJIJhQiqPLGcJL27HGhRxhZIYOYuuY6exEDneO8E37nDS4G+jMD6Do1CiyibQsLCNbdteo71lIbXhKmo9VSTnM3QsbEQvFxFMnanZCeoaluNw+3E6nOQycWbjXqp9NiYHhrElymy+aD1r165gdiKB5ainEE1iSznwGCX0aJFYboaFC5cSCoQYi4wQCK7EiJylpnYB75/spr3JjVYyKWVNmmoayFsKnlIIn9NNMhOnP5XAWTBorTfR3SI5mwNJnaO2cQMTI93klqwl2nmGDes2EPBVEZkpki4bhD0aKdUiEU/gEp0szNpxyh7qVi5lorQYhqNougvL5kTT8xSQCMluejIJlgphQovqKKdiyAgoNg+h6nr8JpiJBF19Ezz3qye55obN1K928/T727GpBp+98SqeffpJljS1EwzVohgGE9PjlKvrWVCo5a7bv0a4yk8hEkVNJqj2VzPW34vX6+eCTZejyA7sgoI6k8CmeHC4JYyyQbXDyY4db/LC7V+kuaaBgqeBhhVrkCfG8LgdOBTbR0ttxUd2TkU2TJOj/V3UTgcZGpuhZ/x33H3Hlzh1ppOWpR3MzqdJxVNo2SKJRII9+95jQXM7I6NDTKklTFPAsvsYPdtDdr5IVXUjbleYnqPHqKoNo2kaz+14me98+WaMTAGH5CIbS5BLJVBcMiYWXadOU19TjyBJZPIpqj21REtp4oko9219gTu++Hmq/fXMlOYYmRtm/+FdnL+hjY6WNhJmAUXNcqzvDKvbl9Pd3Y2o1DA5PYPPXU0ulyaXyjBo/WUGdmY0DXIRyeUn4AxRcspEMxny2Rz2HgvL62UybVHImswO9pBOJPCsENAUi5mRMT6YPszIxCyjsTRfuuEy4nMZDJdIMpVm2uXBmU8hRuL0DpzGU46jakkKC1aSFLz0j0/R1NjKC4c7MWQf9d5eZJud4elZSnmNXzz+BN/90pcZGR9haHyaicl5Lrl0E8+/vhN3swe1nKG/9xiGWeS9g3s5cPwgf3PxZ6hqXUjB4Wd+aIqOZhdzQyPsfm8vgiKxLp3Dssnopk7n4ROsWLMaQ7Lx0p9eZWo+wrpVK1m8ejXZTJaSaTE6Oc3pQweRXX6GR7qpqq5n4Mj7rPrUuo8rrxUf4pw+dpVNE9mpMJuJYdpdtCxs5aW33qKIxdDwMI/tGCNVKFK0WwSWtHDTN+7igss30R/L4PVK5A2Noq5h2kIE6qsZnh5jJj2P5A0Qy6i4Q0FS5TKJkkpeK5A1CqiGjmK3YUgCmXIJSRKJ51JILgX/gnZ0p4Ny2QGSSFr1YAt4GJnoJW+UWXnZpTz4s0foHkySLOVQbAqKqOB1yBSMIq3nfxrcCu4FLRTlEgnJji5aeDwephOTBEJuCjY38UKWeGGGVyaGSeWyiA4XZb+T2fkc6y9cD5520kYJzSZQLGrc//OtlJQi7pYmVq+/kBsuv4ZTA0maVzagZsc5PTaNbOWYR6en6wyzE0PMpb3UNdgRDZmB+TyhcBX3PPpn/H4/C5q8qLIL09SI6SamoPHTrc8xk5nE297Bj/7tCZauWUo8m0Y1VDA9iIpMDpOiEkD0h/jqPd8m1NSIYKrogkXCMpjMxbBLMps/fzM33PpFTH+QoNeDhUiOEgPD/Zh2k9u/eTcXXbOZxhWrSWWSGJaFVzCZm5nHcrhwBKsxbF6U2jB1n95IRM18XHmt+BDntrEAMBvJ4w0GaaoJMheZZnljK/PxOINTMebLJkOz82RTeXo+6GVkIENyyo7bZWMwDWVDJJcp8Yv/9QKaKJCKxpgbGmOwe4DpeITBkVEMWSJZyJEv5Rkd7uNU1xmGxgcoGCoRvcjBgb8c4J1MZdDHk4gJNwMDZzjdOYwhiUTTWaoaazkxOMizv3uRHc+9zuDoELlskXguw45jk8TTKfJqEbQypXgOLZYkny/zh13HQRRRFIVlDc3kU0mCXg/+oJdOu8yu3uNE4llUVcUQfPzkD2/whQcfZdNXvo3d6WLJtV9BxiJiBujvnyTs89CypJZIPE5He4gTpwcYGSszkioTi6rU2H001Aao83hZ2uZkpuBmOlViTDd5Zd8JHvn7S7hsYT1OWcBUTHrHxrl35zASCm2eOlwON9+//3vc8sXb2Pbu+/SPjrJ42SLiiQiqqtLb2YmRTXLk4DFsmo3jR49w/OwAuuTg8lu+jiELqDaBL3z9p3z3vq0IBQ1LsmOINnTTQlQMXntjJ5NnR/CqBsW5OIpLoWxaPHjTOkriJOEFzcwnInT19lCiTKDKhuw9pxe9iv8A57avtQK6UqBncBS3YnFBaxPesJvqgBvEAIIsEddt9EzPsmxRE/bSKCe6dhGS7fxx/xl0LU+plGM4LXCqf4TmJYuoal1AqCGAmVLR8WF3uFn/t58njYuGcD0hxUZDKMhsNEtV8zo2fvZm+rpGyWbzFLQEE9ETLG4KseHmryJKFmd7Rnl751EuWrOIi9evYs26Dq7asILJyRkswctFN9/JybFZ1GwCh6NIzorgcom89PY+UmWR00MDTIxHMS0PHncYs1RiyjR5bNchZGyMz80jKDJqMc0/feUS9v3wW/T9/hFS6TnWXn4NTzy1A0uAf3hyG7n5CK+++jTrVixhYvosvaMJtDKc7e/i9oeeJKODW/FT73NAOcBITmLna9uRBJHDZi0LQrWsWrUIoQxO0c0p7waCNW00VbtZWldH3DLYsuUBunZt4/f/eC9GNsOB7l5mYlFyhTQKIl67k2VtPh7/1Q+5YP16tr58kO//8GeYHj8z8zFMS+fJn9/FtVcuo6DFiKcjJOfmGJuOsW37bjadv47GplrGI+MoLpn+wVFEQeHA0R4c7gbmYlPUegK013rI95zBJQvEonMfU1wrPsy57dnlcdGfzaLmZQ6PjPO7Qyd4/Ll/54mdk7Rd9k38gTBrv3wnuSRE0zmWLmjnyo1r6M1Y2HGRyBeYiKYYmxjkwa3bcfm9LK6uoi7g49DgOLOWD0P2EFhzNY0XX8ekbpBApCeVxb3ifK647V7++3d+wN/c/0u2b3uPsibhcAY5W67B274OUXLzfvcgnuoa4nmZNauX0drWQH19E2/uP8ybe/YTbt9IIWby8DOvkEkZ+PQgo3mLfWMagYCXxw+d5cDsNL2zE5SddjLBKrYc3UteN7Esi9u+98+8e3KY8fkMi9oWEdFLzGhpvvbIWwiah+37dpPPJWlftwnR6WD5qvP47ctP4/BLTE9EWf/d5zGNZjz1bZwZHeSl/e/xavcwtz/4IJddey0zM0Ncfum1XPR3X+bvntzJljeP8ZsjZ/iHNwZZu/kWLGBjQzU5WWDpFV8DnMzKBlq1k6qqKvafOMtXf/wUsal5Yukkja0N3H7HvWzefCurrrgJVdfRdZ1SPsumL/1XekYGaWlsYtOadSyuXcgH/YN894ndvLWnE391I79/+U1S8QxhfxjDELjv3gcBETNYx3uDQ8wXcyxY3MbKFWtZ9qmLEBwKjoD7YwlrxYc7p99PgiDMA+Mf3+1UVFT8X1osywr/NReeU5ErKir+czq3NXJFRcV/SpUiV1R8AlSKXFHxCVApckXFJ0ClyBUVnwCVIldUfAJUilxR8QlQKXJFxSdApcgVFZ8A/xtX37aRs6IyfgAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "montages = imutils.build_montages(ims_bush, (w,h), (cols, rows))\n",
+    "montage = montages[0]\n",
+    "imageio.imwrite('lfw_montage_top1_640.jpg', imutils.resize(montage, width=640))\n",
+    "plt.xticks([]), plt.yticks([])\n",
+    "plt.imshow(montage)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 216,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f233ae32160>"
+      ]
+     },
+     "execution_count": 216,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "montages = imutils.build_montages(ims_cbr, (w,h), (cols, rows))\n",
+    "montage = montages[0]\n",
+    "imageio.imwrite('lfw_montage_top3_640.jpg', imutils.resize(montage, width=640))\n",
+    "plt.xticks([]), plt.yticks([])\n",
+    "plt.imshow(montage)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 111,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#rns = random.sample(list(range(len(lfw_people.images))), n_ims)\n",
+    "#ims = [lfw_people.images[i].astype(np.uint8) for i in rns]\n",
+    "ims = lfw_people.images\n",
+    "names = [lfw_people.target_names[lfw_people.target[i]] for i in range(n_samples)]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "montages = imutils.build_montages(ims[:n_ims], (w//2,h//2), (cols, rows))\n",
+    "montage = montages[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f236cdc3cc0>"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.xticks([]), plt.yticks([])\n",
+    "plt.imshow(montage)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "imageio.imwrite('lfw_montage_full.png', montage)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import cv2 as cv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "montage_960 = imutils.resize(montage, width=960)\n",
+    "imageio.imwrite('lfw_montage_960.jpg', montage_960)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "montage_1280 = imutils.resize(montage, width=1280)\n",
+    "imageio.imwrite('lfw_montage_1280.jpg', montage_1280)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Average\n",
+    " \n",
+    "- make pixel mean average"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 253,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f23313cfb70>"
+      ]
+     },
+     "execution_count": 253,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "im_mean = np.mean(lfw_people.images, axis=0)\n",
+    "cv.imwrite('output/lfw_mean_crop.png', cv.cvtColor(im_mean, cv.COLOR_RGB2BGR))\n",
+    "plt.imshow(im_mean.astype(np.uint8))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/lfw/lfw_vis_bboxes.ipynb b/megapixels/notebooks/datasets/lfw/lfw_vis_bboxes.ipynb
new file mode 100644
index 00000000..4fa970fa
--- /dev/null
+++ b/megapixels/notebooks/datasets/lfw/lfw_vis_bboxes.ipynb
@@ -0,0 +1,407 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# LFW Visualize"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "\n",
+    "import cv2 as cv\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "from PIL import Image, ImageDraw\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import scipy.io\n",
+    "from pathlib import Path\n",
+    "from sklearn import preprocessing\n",
+    "from tqdm import tqdm_notebook as tqdm\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.settings import app_cfg as cfg\n",
+    "from app.utils import file_utils\n",
+    "from app.models.bbox import BBox"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 124,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# function to create spaced colormaps as RGB values\n",
+    "\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.cm as mplcm\n",
+    "import matplotlib.pyplot as plt\n",
+    "from matplotlib import cm\n",
+    "\n",
+    "def get_color_map(cmap='prism', ncolors=20, as_hex=False, reverse=False, bgr=True):\n",
+    "  norm  = mpl.colors.Normalize(vmin=0, vmax=ncolors-1)\n",
+    "  scalars = mplcm.ScalarMappable(norm=norm, cmap=cmap)\n",
+    "  colors = [scalars.to_rgba(i) for i in range(ncolors)]\n",
+    "  colors = [(int(255*c[0]),int(255*c[1]),int(255*c[2])) for c in colors]  \n",
+    "  if reverse:\n",
+    "    colors = colors[::-1]\n",
+    "  if bgr:\n",
+    "    colors = [c[::-1] for c in colors]\n",
+    "  if as_hex:\n",
+    "    colors = ['#{:02x}{:02x}{:02x}'.format(c[0],c[1],c[2]) for c in colors]\n",
+    "  return colors\n",
+    "\n",
+    "def jitter_clr(clr, amt=10, mono=False):\n",
+    "  clr = list(clr)\n",
+    "  if mono:\n",
+    "    r = randint(-amt, amt)\n",
+    "    for i in range(len(clr)):\n",
+    "      clr[i] = max(0, min(255, clr[i] + r))\n",
+    "  else:\n",
+    "    for i in range(len(clr)):\n",
+    "      r = randint(-amt, amt)\n",
+    "      clr[i] = max(0, min(255, clr[i] + r))\n",
+    "  return clr\n",
+    "\n",
+    "def random_color():\n",
+    "  return tuple(map(int, np.random.choice(range(256), size=3)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_nas/'\n",
+    "fp_dataset = join(DATA_STORE, 'datasets/people/lfw')\n",
+    "\n",
+    "DATA_STORE_HDD = '/data_store_hdd/'\n",
+    "fp_rois = join(DATA_STORE_HDD, 'apps/megapixels/datasets/people/lfw/rois.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>h</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>.jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.336667</td>\n",
+       "      <td>0.350000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>.jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2</td>\n",
+       "      <td>.jpg</td>\n",
+       "      <td>Aaron_Eckhart_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.273333</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3</td>\n",
+       "      <td>.jpg</td>\n",
+       "      <td>Aaron_Guiel_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4</td>\n",
+       "      <td>.jpg</td>\n",
+       "      <td>Aaron_Patterson_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.273333</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Unnamed: 0   ext                    fn         h         w         x  \\\n",
+       "0           0  .jpg          AJ_Cook_0001  0.330000  0.330000  0.336667   \n",
+       "1           1  .jpg         AJ_Lamas_0001  0.393333  0.393333  0.286667   \n",
+       "2           2  .jpg    Aaron_Eckhart_0001  0.393333  0.393333  0.286667   \n",
+       "3           3  .jpg      Aaron_Guiel_0001  0.393333  0.393333  0.286667   \n",
+       "4           4  .jpg  Aaron_Patterson_0001  0.393333  0.393333  0.286667   \n",
+       "\n",
+       "          y  \n",
+       "0  0.350000  \n",
+       "1  0.313333  \n",
+       "2  0.273333  \n",
+       "3  0.313333  \n",
+       "4  0.273333  "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois = pd.read_csv(fp_rois)\n",
+    "df_rois.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "13230\n"
+     ]
+    }
+   ],
+   "source": [
+    "rois = {}\n",
+    "for idx, row in df_rois.iterrows():\n",
+    "  x, y, w, h = row['x'], row['y'], row['w'], row['h']\n",
+    "  rois[row['fn'].lower()] = BBox.from_xywh(x, y, w, h)\n",
+    "print(len(rois))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 101,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "colors = get_color_map(cmap='winter', ncolors=len(rois), reverse=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " Colormap PiYGF is not recognized. Possible values are: Accent, Accent_r, Blues, Blues_r, BrBG, BrBG_r, BuGn, BuGn_r, BuPu, BuPu_r, CMRmap, CMRmap_r, Dark2, Dark2_r, GnBu, GnBu_r, Greens, Greens_r, Greys, Greys_r, OrRd, OrRd_r, Oranges, Oranges_r, PRGn, PRGn_r, Paired, Paired_r, Pastel1, Pastel1_r, Pastel2, Pastel2_r, PiYG, PiYG_r, PuBu, PuBuGn, PuBuGn_r, PuBu_r, PuOr, PuOr_r, PuRd, PuRd_r, Purples, Purples_r, RdBu, RdBu_r, RdGy, RdGy_r, RdPu, RdPu_r, RdYlBu, RdYlBu_r, RdYlGn, RdYlGn_r, Reds, Reds_r, Set1, Set1_r, Set2, Set2_r, Set3, Set3_r, Spectral, Spectral_r, Wistia, Wistia_r, YlGn, YlGnBu, YlGnBu_r, YlGn_r, YlOrBr, YlOrBr_r, YlOrRd, YlOrRd_r, afmhot, afmhot_r, autumn, autumn_r, binary, binary_r, bone, bone_r, brg, brg_r, bwr, bwr_r, cividis, cividis_r, cool, cool_r, coolwarm, coolwarm_r, copper, copper_r, cubehelix, cubehelix_r, flag, flag_r, gist_earth, gist_earth_r, gist_gray, gist_gray_r, gist_heat, gist_heat_r, gist_ncar, gist_ncar_r, gist_rainbow, gist_rainbow_r, gist_stern, gist_stern_r, gist_yarg, gist_yarg_r, gnuplot, gnuplot2, gnuplot2_r, gnuplot_r, gray, gray_r, hot, hot_r, hsv, hsv_r, inferno, inferno_r, jet, jet_r, magma, magma_r, nipy_spectral, nipy_spectral_r, ocean, ocean_r, pink, pink_r, plasma, plasma_r, prism, prism_r, rainbow, rainbow_r, seismic, seismic_r, spring, spring_r, summer, summer_r, tab10, tab10_r, tab20, tab20_r, tab20b, tab20b_r, tab20c, tab20c_r, terrain, terrain_r, viridis, viridis_r, winter, winter_r"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 120,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(47, 139, 95)"
+      ]
+     },
+     "execution_count": 120,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "random_color()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e813bce44c274c7fac7ba0d8dd8fb437",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=13230), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f56d43a8e10>"
+      ]
+     },
+     "execution_count": 138,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# draw it\n",
+    "im = np.zeros([3000, 3000, 3]).astype(np.uint8)\n",
+    "im_blank = im.copy()\n",
+    "im[::] = (0,0,0)\n",
+    "limit = 12000\n",
+    "stroke_weight = 2\n",
+    "\n",
+    "h, w = im.shape[:2]\n",
+    "for i, roi in enumerate(tqdm(rois.items())):\n",
+    "  fname, bbox = roi  # expand\n",
+    "  bbox = bbox.to_dim((w,h))\n",
+    "  pt1, pt2 = tuple(map(int, bbox.pt_tl)), tuple(map(int, bbox.pt_br))\n",
+    "  im_cp = im.copy()\n",
+    "  cv.rectangle(im_cp, pt1, pt2, jitter_clr(colors[i]), stroke_weight, cv.LINE_AA,)\n",
+    "  rn = random_color()\n",
+    "  cv.rectangle(im_cp, pt1, pt2, rn, stroke_weight, cv.LINE_AA,)\n",
+    "  im = cv.addWeighted(im_cp, 0.3, im, .7, 0)\n",
+    "  if i > limit:\n",
+    "    break\n",
+    "\n",
+    "    \n",
+    "cv.imwrite('output/lfw_rand.png', im)\n",
+    "plt.imshow(cv.cvtColor(im, cv.COLOR_BGR2RGB))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 108,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from time import sleep"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 110,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "5ffef71ceb0d4fa39bcf63a81d3a359f",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, description='2nd loop'), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "for j in tqdm(range(100), desc='2nd loop'):\n",
+    "  sleep(0.01)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/lfw/output/lfw_mean_crop.png b/megapixels/notebooks/datasets/lfw/output/lfw_mean_crop.png
new file mode 100644
index 00000000..50a0e497
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diff --git a/megapixels/notebooks/datasets/lfw/output/lfw_montage_1280.jpg b/megapixels/notebooks/datasets/lfw/output/lfw_montage_1280.jpg
new file mode 100644
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diff --git a/megapixels/notebooks/datasets/lfw/output/lfw_montage_full.png b/megapixels/notebooks/datasets/lfw/output/lfw_montage_full.png
index ae5b3991..6e75bfe7 100644
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diff --git a/megapixels/notebooks/datasets/lfw/sklean_lfw_plot_faces.ipynb b/megapixels/notebooks/datasets/lfw/sklean_lfw_plot_faces.ipynb
deleted file mode 100644
index b35e2ec1..00000000
--- a/megapixels/notebooks/datasets/lfw/sklean_lfw_plot_faces.ipynb
+++ /dev/null
@@ -1,148 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "%matplotlib inline\n",
-    "import matplotlib.pyplot as plt\n",
-    "import random\n",
-    "from sklearn.datasets import fetch_lfw_people\n",
-    "import imageio\n",
-    "import imutils"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Downloads LFW dataset (first run takes a while)\n",
-    "lfw_people = fetch_lfw_people(min_faces_per_person=10, resize=1, color=True, funneled=False)\n",
-    "n_samples, h, w, c = lfw_people.images.shape"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "cols, rows = (50, 20)\n",
-    "n_ims = cols * rows"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "rns = random.sample(list(range(len(lfw_people.images))), n_ims)\n",
-    "ims = [lfw_people.images[i].astype(np.uint8) for i in rns]\n",
-    "names = [lfw_people.target_names[lfw_people.target[i]] for i in rns]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "montages = imutils.build_montages(ims[:n_ims], (w,h), (cols, rows))\n",
-    "montage = montages[0]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 82,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7f1985f366d8>"
-      ]
-     },
-     "execution_count": 82,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 432x288 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.xticks([]), plt.yticks([])\n",
-    "plt.imshow(montage)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "imageio.imwrite('lfw_montage_full.png', montage)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import cv2 as cv"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "montage_960 = imutils.resize(montage, width=960)\n",
-    "imageio.imwrite('lfw_montage_960.jpg', montage_960)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python [conda env:megapixels]",
-   "language": "python",
-   "name": "conda-env-megapixels-py"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.6.5"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/megapixels/notebooks/datasets/lfw/split_records.ipynb b/megapixels/notebooks/datasets/lfw/split_records.ipynb
new file mode 100644
index 00000000..b7f1c8d6
--- /dev/null
+++ b/megapixels/notebooks/datasets/lfw/split_records.ipynb
@@ -0,0 +1,800 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Split CSVs into multiple files"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "from pathlib import Path\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "from tqdm import tqdm\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.utils import file_utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE_NAS = '/data_store_nas/'\n",
+    "DATA_STORE_SSD = '/data_store_ssd/'\n",
+    "dir_dataset_ssd = 'apps/megapixels/datasets/lfw/'\n",
+    "dir_dataset_nas = 'datasets/people/lfw'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_records = join(DATA_STORE_NAS, dir_dataset_nas, 'records.csv')\n",
+    "fp_index = join(DATA_STORE_NAS, dir_dataset_nas, 'index.csv')\n",
+    "fp_sha256s = join(DATA_STORE_NAS, dir_dataset_nas, 'sha256s.csv')\n",
+    "fp_uuids = join(DATA_STORE_NAS, dir_dataset_nas, 'uuids.csv')\n",
+    "fp_rois = join(DATA_STORE_NAS, dir_dataset_nas, 'rois.csv')\n",
+    "fp_names_gender_kg = join(DATA_STORE_NAS, dir_dataset_nas, 'lfw_names_gender_kg.csv')\n",
+    "fp_identity_meta = join(DATA_STORE_NAS, dir_dataset_nas, 'identity_meta.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import difflib\n",
+    "def similarity(a, b):\n",
+    "  seq = difflib.SequenceMatcher(a=a.lower(), b=b.lower())\n",
+    "  return seq.ratio()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_records = pd.read_csv(fp_records).set_index('index')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create index.csv, `index, sha256`\n",
+    "# drop old columns\n",
+    "df_records.drop(['ext', 'fn', 'subdir', 'uuid'], axis=1).to_csv(fp_index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create uuids.csv, `index, uuid`\n",
+    "# drop old columns\n",
+    "df_records.drop(['ext', 'fn', 'subdir', 'sha256'], axis=1).to_csv(fp_uuids)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create identity_meta.csv, `index, name, description, gender`\n",
+    "# drop old columns\n",
+    "df_records.drop(['ext', 'fn', 'subdir', 'sha256'], axis=1).to_csv(fp_uuids)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>uuid</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "      <td>f03fd921-2d56-4e83-8115-f658d6a72287</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "      <td>0c96c5bb-dbd1-4584-bd68-af11664b98bb</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Eckhart_0001</td>\n",
+       "      <td>b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...</td>\n",
+       "      <td>Aaron_Eckhart</td>\n",
+       "      <td>8221e75c-9537-4a4f-9693-483b445244b4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Guiel_0001</td>\n",
+       "      <td>156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...</td>\n",
+       "      <td>Aaron_Guiel</td>\n",
+       "      <td>a2955610-ed5e-433c-bdd4-e3a72ff44736</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Patterson_0001</td>\n",
+       "      <td>34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...</td>\n",
+       "      <td>Aaron_Patterson</td>\n",
+       "      <td>1d0782e9-ed16-4550-b1e9-d9c03eef6181</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext                    fn  \\\n",
+       "index                              \n",
+       "0      jpg          AJ_Cook_0001   \n",
+       "1      jpg         AJ_Lamas_0001   \n",
+       "2      jpg    Aaron_Eckhart_0001   \n",
+       "3      jpg      Aaron_Guiel_0001   \n",
+       "4      jpg  Aaron_Patterson_0001   \n",
+       "\n",
+       "                                                  sha256           subdir  \\\n",
+       "index                                                                       \n",
+       "0      550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...          AJ_Cook   \n",
+       "1      46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...         AJ_Lamas   \n",
+       "2      b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...    Aaron_Eckhart   \n",
+       "3      156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...      Aaron_Guiel   \n",
+       "4      34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...  Aaron_Patterson   \n",
+       "\n",
+       "                                       uuid  \n",
+       "index                                        \n",
+       "0      f03fd921-2d56-4e83-8115-f658d6a72287  \n",
+       "1      0c96c5bb-dbd1-4584-bd68-af11664b98bb  \n",
+       "2      8221e75c-9537-4a4f-9693-483b445244b4  \n",
+       "3      a2955610-ed5e-433c-bdd4-e3a72ff44736  \n",
+       "4      1d0782e9-ed16-4550-b1e9-d9c03eef6181  "
+      ]
+     },
+     "execution_count": 52,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_records.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 132,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "      <th>name_kg</th>\n",
+       "      <th>score</th>\n",
+       "      <th>url</th>\n",
+       "      <th>name_new</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Canadian actress</td>\n",
+       "      <td>f</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Cook</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "      <td>274.554810</td>\n",
+       "      <td>http://www.ajcookofficial.com</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>American actor</td>\n",
+       "      <td>m</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>389.547211</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        description gender  images      name     name_kg       score  \\\n",
+       "0  Canadian actress      f       1   AJ Cook  A. J. Cook  274.554810   \n",
+       "1    American actor      m       1  AJ Lamas    AJ Lamas  389.547211   \n",
+       "\n",
+       "                             url name_new  \n",
+       "0  http://www.ajcookofficial.com           \n",
+       "1                            NaN           "
+      ]
+     },
+     "execution_count": 132,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_kg = pd.read_csv(fp_names_gender_kg)\n",
+    "df_kg_new = df_kg.copy()\n",
+    "df_kg_new['name_new'] = [''] * len(df_kg_new)\n",
+    "df_kg_new.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 133,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "      <th>name_kg</th>\n",
+       "      <th>score</th>\n",
+       "      <th>url</th>\n",
+       "      <th>name_new</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Canadian actress</td>\n",
+       "      <td>f</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Cook</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "      <td>274.554810</td>\n",
+       "      <td>http://www.ajcookofficial.com</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>American actor</td>\n",
+       "      <td>m</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>389.547211</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        description gender  images      name     name_kg       score  \\\n",
+       "0  Canadian actress      f       1   AJ Cook  A. J. Cook  274.554810   \n",
+       "1    American actor      m       1  AJ Lamas    AJ Lamas  389.547211   \n",
+       "\n",
+       "                             url    name_new  \n",
+       "0  http://www.ajcookofficial.com  A. J. Cook  \n",
+       "1                            NaN    AJ Lamas  "
+      ]
+     },
+     "execution_count": 133,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# correct original LFW names using\n",
+    "for idx, row in df_kg_new.iterrows():\n",
+    "  name_kg = str(row.get('name_kg', ''))\n",
+    "  name = str(row.get('name', ''))\n",
+    "  name_new = row['name']\n",
+    "  if name_kg:\n",
+    "    sim = similarity(name, name_kg)\n",
+    "    if sim > .75:\n",
+    "      name_new = row['name_kg']\n",
+    "  df_kg_new.at[idx, 'name_new'] = name_new\n",
+    "\n",
+    "df_kg_new.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 136,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_kg_new['index'] = [''] * len(df_kg_new)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 134,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "      <th>name_kg</th>\n",
+       "      <th>name_new</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Canadian actress</td>\n",
+       "      <td>f</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Cook</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>American actor</td>\n",
+       "      <td>m</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        description gender  images      name     name_kg    name_new\n",
+       "0  Canadian actress      f       1   AJ Cook  A. J. Cook  A. J. Cook\n",
+       "1    American actor      m       1  AJ Lamas    AJ Lamas    AJ Lamas"
+      ]
+     },
+     "execution_count": 134,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# drop extra info\n",
+    "df_kg_new = df_kg_new.drop(['score', 'url'], axis=1)\n",
+    "df_kg_new.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 5749/5749 [00:05<00:00, 1006.44it/s]\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "      <th>name_kg</th>\n",
+       "      <th>name_new</th>\n",
+       "      <th>index</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Canadian actress</td>\n",
+       "      <td>f</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Cook</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "      <td>A. J. Cook</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>American actor</td>\n",
+       "      <td>m</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        description gender  images      name     name_kg    name_new index\n",
+       "0  Canadian actress      f       1   AJ Cook  A. J. Cook  A. J. Cook     0\n",
+       "1    American actor      m       1  AJ Lamas    AJ Lamas    AJ Lamas     1"
+      ]
+     },
+     "execution_count": 138,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# add index column\n",
+    "limit = 100000\n",
+    "for idx, row in tqdm(df_kg_new[:limit].iterrows(), total=len(df_kg_new[:limit])):\n",
+    "  name = row['name']  # original LFW\n",
+    "  # get sha256 from records where match\n",
+    "  subdir = name.replace(' ', '_')\n",
+    "  row_match = df_records.loc[(df_records['subdir'] == subdir)]\n",
+    "  df_kg_new.at[idx, 'index'] = int(row_match.index[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 140,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_kg_new = df_kg_new.drop(['name', 'name_kg'], axis=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 151,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_kg_new = df_kg_new.rename(columns={'name_new': 'name'})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 152,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_kg_new.to_csv(fp_identity_meta, index=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Convert ROIs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.336667</td>\n",
+       "      <td>0.350000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              h  image_height  image_width         w         x         y\n",
+       "index                                                                   \n",
+       "0      0.330000           250          250  0.330000  0.336667  0.350000\n",
+       "1      0.393333           250          250  0.393333  0.286667  0.313333"
+      ]
+     },
+     "execution_count": 145,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois = pd.read_csv(fp_rois).set_index('index')\n",
+    "df_rois.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 146,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_index = pd.read_csv(fp_index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 166,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#row = df_records.iloc[ (df_records)]\n",
+    "row = df_kg_new.loc[(df_kg_new['name'] == 'B.B. King')]\n",
+    "#print('index', row['index'].index[0])\n",
+    "row = df_index.iloc[row['index']]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 171,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7cf753f9e1256e433901a262030f4d184afb4002b49e6b1c7a2d59d07306c2ff\n"
+     ]
+    }
+   ],
+   "source": [
+    "sha = row['sha256']\n",
+    "print(sha.values[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 14399/14399 [00:15<00:00, 914.63it/s]\n"
+     ]
+    }
+   ],
+   "source": [
+    "limit = 10\n",
+    "for idx, row in tqdm(df_kg[:limt].iterrows(), total=len(df_kg[:limt])):\n",
+    "  fn = row['fn']\n",
+    "  subdir = row['subdir']\n",
+    "  # get sha256 from records where match\n",
+    "  row_match = df_records.loc[(df_records['subdir'] == subdir)]\n",
+    "  df_records.at[idx, 'idx'] = int(row_match.index[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_identity_meta = df_identity_meta.drop(['ext', 'url', 'score'], axis=1)\n",
+    "df_identity_meta.to_csv(fp_identity_meta)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/merge_uuid_sha_records.ipynb b/megapixels/notebooks/datasets/merge_uuid_sha_records.ipynb
new file mode 100644
index 00000000..dd6e081e
--- /dev/null
+++ b/megapixels/notebooks/datasets/merge_uuid_sha_records.ipynb
@@ -0,0 +1,610 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Append UUID to SHA256 CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "from pathlib import Path\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "from tqdm import tqdm\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.utils import file_utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_ssd/'\n",
+    "dir_dataset = join(DATA_STORE, 'apps/megapixels/datasets/lfw')\n",
+    "fp_shas = join(dir_dataset, 'records.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_in = '/data_store_ssd/apps/megapixels/datasets/lfw/records.csv'\n",
+    "fp_in = '/data_store_ssd/apps/megapixels/datasets/lfw/rois.csv'\n",
+    "fp_out = '/data_store_ssd/apps/megapixels/datasets/lfw/rois_min.csv'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_records = pd.read_csv(fp_in)\n",
+    "df_rois = pd.read_csv(fp_in)\n",
+    "nrecords = len(df_records)\n",
+    "nrois = len(df_rois)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# add explicit index to rois\n",
+    "df_rois['idx'] = [0] * nrois"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 14399/14399 [00:15<00:00, 914.63it/s]\n"
+     ]
+    }
+   ],
+   "source": [
+    "for idx, row in tqdm(df_rois.iterrows(), total=nrois):\n",
+    "  fn = row['fn']\n",
+    "  subdir = row['subdir']\n",
+    "  # get sha256 from records where match\n",
+    "  row_match = df_records.loc[(df_records['subdir'] == subdir)]\n",
+    "  df_rois.at[idx, 'idx'] = int(row_match.index[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>idx</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.336667</td>\n",
+       "      <td>0.350000</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Eckhart_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Eckhart</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.273333</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Guiel_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Guiel</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>3</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Patterson_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Patterson</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.273333</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Peirsol_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Peirsol</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Peirsol_0002</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Peirsol</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Peirsol_0003</td>\n",
+       "      <td>0.326667</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Peirsol</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.336667</td>\n",
+       "      <td>0.320000</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Peirsol_0004</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Peirsol</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.336667</td>\n",
+       "      <td>0.350000</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Pena_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Pena</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.326667</td>\n",
+       "      <td>0.273333</td>\n",
+       "      <td>9</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Sorkin_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Sorkin</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.246667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Sorkin_0002</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Sorkin</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Tippin_0001</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Aaron_Tippin</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.270000</td>\n",
+       "      <td>0.350000</td>\n",
+       "      <td>12</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Abba_Eban_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Abba_Eban</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>13</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Abbas_Kiarostami_0001</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Abbas_Kiarostami</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.303333</td>\n",
+       "      <td>0.350000</td>\n",
+       "      <td>14</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Abdel_Aziz_Al-Hakim_0001</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Abdel_Aziz_Al-Hakim</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.303333</td>\n",
+       "      <td>0.350000</td>\n",
+       "      <td>15</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Abdel_Aziz_Al-Hakim_0001</td>\n",
+       "      <td>0.270000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Abdel_Aziz_Al-Hakim</td>\n",
+       "      <td>0.273333</td>\n",
+       "      <td>0.673333</td>\n",
+       "      <td>0.376667</td>\n",
+       "      <td>15</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Abdel_Madi_Shabneh_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Abdel_Madi_Shabneh</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.246667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>16</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Abdel_Nasser_Assidi_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Abdel_Nasser_Assidi</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.273333</td>\n",
+       "      <td>17</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Abdel_Nasser_Assidi_0001</td>\n",
+       "      <td>0.190000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>Abdel_Nasser_Assidi</td>\n",
+       "      <td>0.190000</td>\n",
+       "      <td>0.753333</td>\n",
+       "      <td>0.446667</td>\n",
+       "      <td>17</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    ext                        fn         h  image_height  image_width  \\\n",
+       "0   jpg              AJ_Cook_0001  0.330000           250          250   \n",
+       "1   jpg             AJ_Lamas_0001  0.393333           250          250   \n",
+       "2   jpg        Aaron_Eckhart_0001  0.393333           250          250   \n",
+       "3   jpg          Aaron_Guiel_0001  0.393333           250          250   \n",
+       "4   jpg      Aaron_Patterson_0001  0.393333           250          250   \n",
+       "5   jpg        Aaron_Peirsol_0001  0.393333           250          250   \n",
+       "6   jpg        Aaron_Peirsol_0002  0.393333           250          250   \n",
+       "7   jpg        Aaron_Peirsol_0003  0.326667           250          250   \n",
+       "8   jpg        Aaron_Peirsol_0004  0.330000           250          250   \n",
+       "9   jpg           Aaron_Pena_0001  0.393333           250          250   \n",
+       "10  jpg         Aaron_Sorkin_0001  0.393333           250          250   \n",
+       "11  jpg         Aaron_Sorkin_0002  0.393333           250          250   \n",
+       "12  jpg         Aaron_Tippin_0001  0.330000           250          250   \n",
+       "13  jpg            Abba_Eban_0001  0.393333           250          250   \n",
+       "14  jpg     Abbas_Kiarostami_0001  0.330000           250          250   \n",
+       "15  jpg  Abdel_Aziz_Al-Hakim_0001  0.330000           250          250   \n",
+       "16  jpg  Abdel_Aziz_Al-Hakim_0001  0.270000           250          250   \n",
+       "17  jpg   Abdel_Madi_Shabneh_0001  0.393333           250          250   \n",
+       "18  jpg  Abdel_Nasser_Assidi_0001  0.393333           250          250   \n",
+       "19  jpg  Abdel_Nasser_Assidi_0001  0.190000           250          250   \n",
+       "\n",
+       "                 subdir         w         x         y  idx  \n",
+       "0               AJ_Cook  0.330000  0.336667  0.350000    0  \n",
+       "1              AJ_Lamas  0.393333  0.286667  0.313333    1  \n",
+       "2         Aaron_Eckhart  0.393333  0.286667  0.273333    2  \n",
+       "3           Aaron_Guiel  0.393333  0.286667  0.313333    3  \n",
+       "4       Aaron_Patterson  0.393333  0.286667  0.273333    4  \n",
+       "5         Aaron_Peirsol  0.393333  0.286667  0.313333    5  \n",
+       "6         Aaron_Peirsol  0.393333  0.286667  0.313333    5  \n",
+       "7         Aaron_Peirsol  0.330000  0.336667  0.320000    5  \n",
+       "8         Aaron_Peirsol  0.330000  0.336667  0.350000    5  \n",
+       "9            Aaron_Pena  0.393333  0.326667  0.273333    9  \n",
+       "10         Aaron_Sorkin  0.393333  0.246667  0.313333   10  \n",
+       "11         Aaron_Sorkin  0.393333  0.286667  0.313333   10  \n",
+       "12         Aaron_Tippin  0.330000  0.270000  0.350000   12  \n",
+       "13            Abba_Eban  0.393333  0.286667  0.313333   13  \n",
+       "14     Abbas_Kiarostami  0.330000  0.303333  0.350000   14  \n",
+       "15  Abdel_Aziz_Al-Hakim  0.330000  0.303333  0.350000   15  \n",
+       "16  Abdel_Aziz_Al-Hakim  0.273333  0.673333  0.376667   15  \n",
+       "17   Abdel_Madi_Shabneh  0.393333  0.246667  0.313333   16  \n",
+       "18  Abdel_Nasser_Assidi  0.393333  0.286667  0.273333   17  \n",
+       "19  Abdel_Nasser_Assidi  0.190000  0.753333  0.446667   17  "
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois.head(20)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'AJ_Cook'"
+      ]
+     },
+     "execution_count": 43,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_records.iloc[0]['subdir']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# drop\n",
+    "df_rois.drop(['fn', 'subdir', 'ext'], axis=1, inplace=True, errors='ignore')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# save\n",
+    "df_rois.to_csv(fp_out, index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_uuid_vecs = '/data_store_ssd/apps/megapixels/datasets/lfw/lfw_uuid_vecs.json'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(fp_uuid_vecs, 'r') as fp:\n",
+    "  data = json.load(fp)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "00147121-7445-45bc-ae11-c518f018a700   128\n"
+     ]
+    }
+   ],
+   "source": [
+    "for k,v in data.items():\n",
+    "  print(k, ' ', len(v))\n",
+    "  break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import difflib"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.6451612903225806"
+      ]
+     },
+     "execution_count": 60,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "a = 'Aleksandar Petrović'\n",
+    "b = 'Aco Petrović'\n",
+    "seq = difflib.SequenceMatcher(a=a.lower(), b=b.lower())\n",
+    "seq.ratio()\n",
+    "#0.97560975609756095"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/sha_uuid.ipynb b/megapixels/notebooks/datasets/sha_uuid.ipynb
new file mode 100644
index 00000000..21f59722
--- /dev/null
+++ b/megapixels/notebooks/datasets/sha_uuid.ipynb
@@ -0,0 +1,728 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Append UUID to SHA256 CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "from pathlib import Path\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.utils import file_utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_ssd/'\n",
+    "dir_dataset = join(DATA_STORE, 'apps/megapixels/datasets/lfw')\n",
+    "fp_shas = join(dir_dataset, 'records.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Eckhart_0001</td>\n",
+       "      <td>b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...</td>\n",
+       "      <td>Aaron_Eckhart</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Guiel_0001</td>\n",
+       "      <td>156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...</td>\n",
+       "      <td>Aaron_Guiel</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Patterson_0001</td>\n",
+       "      <td>34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...</td>\n",
+       "      <td>Aaron_Patterson</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ext                    fn  \\\n",
+       "0  jpg          AJ_Cook_0001   \n",
+       "1  jpg         AJ_Lamas_0001   \n",
+       "2  jpg    Aaron_Eckhart_0001   \n",
+       "3  jpg      Aaron_Guiel_0001   \n",
+       "4  jpg  Aaron_Patterson_0001   \n",
+       "\n",
+       "                                              sha256           subdir  \n",
+       "0  550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...          AJ_Cook  \n",
+       "1  46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...         AJ_Lamas  \n",
+       "2  b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...    Aaron_Eckhart  \n",
+       "3  156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...      Aaron_Guiel  \n",
+       "4  34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...  Aaron_Patterson  "
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# load names\n",
+    "df_records = pd.read_csv(fp_shas)\n",
+    "records = df_records.to_dict('index')\n",
+    "df_records.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import uuid\n",
+    "import base64\n",
+    "\n",
+    "# get a UUID - URL safe, Base64\n",
+    "def b64uuid():\n",
+    "  r_uuid = base64.urlsafe_b64encode(uuid.uuid4().bytes)\n",
+    "  print(r_uuid)\n",
+    "  return r_uuid.replace('=', '')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "UUID('05ba06b3-875e-429a-ac39-02b129b77d71')"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "uuid.uuid4()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# append a UUID to every entry\n",
+    "for idx, item in records.items():\n",
+    "  records[idx]['uuid'] = uuid.uuid4()\n",
+    "# save to csv\n",
+    "fp_sha_uuid = join(dir_dataset, 'records_uuid.csv')\n",
+    "df_uuid = pd.DataFrame.from_dict(list(records.values()))  # ignore the indices\n",
+    "df_uuid.to_csv(fp_sha_uuid, index=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 170,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import time\n",
+    "from tqdm import tqdm"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 171,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp = '/data_store_ssd/apps/megapixels/datasets/lfw/embeddings_arr_test.csv'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 172,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pd.read_csv(fp)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 180,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['a', 'a', 'a', 'a', 'a']"
+      ]
+     },
+     "execution_count": 180,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "['a'] * 5"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 184,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>vec</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>newcol</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "      <td>-0.07324773073196411, 0.150736004114151, 0.006...</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.336667</td>\n",
+       "      <td>0.350000</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>250</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "      <td>-0.12234891951084137, 0.06931854784488678, 0.0...</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td></td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ext             fn         h  image_height  image_width    subdir  \\\n",
+       "0  jpg   AJ_Cook_0001  0.330000           250          250   AJ_Cook   \n",
+       "1  jpg  AJ_Lamas_0001  0.393333           250          250  AJ_Lamas   \n",
+       "\n",
+       "                                                 vec         w         x  \\\n",
+       "0  -0.07324773073196411, 0.150736004114151, 0.006...  0.330000  0.336667   \n",
+       "1  -0.12234891951084137, 0.06931854784488678, 0.0...  0.393333  0.286667   \n",
+       "\n",
+       "          y newcol  \n",
+       "0  0.350000     10  \n",
+       "1  0.313333         "
+      ]
+     },
+     "execution_count": 184,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 185,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'list'>\n",
+      "128\n"
+     ]
+    }
+   ],
+   "source": [
+    "for idx, row in df.iterrows():\n",
+    "  vec = row['vec'].split(',')\n",
+    "  print(type(vec))\n",
+    "  print(len(vec))\n",
+    "  break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 146,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_out = '/data_store_ssd/apps/megapixels/datasets/lfw/embeddings_arr_test_idx.csv'\n",
+    "df.to_csv(fp_out)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 188,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_in = '/data_store_ssd/apps/megapixels/datasets/lfw/records.csv'\n",
+    "fp_out = '/data_store_ssd/apps/megapixels/datasets/lfw/records_idx.csv'\n",
+    "df = pd.read_csv(fp_in)\n",
+    "df.to_csv(fp_out, index=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 192,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df.loc[(df['fn'] == 'AJ_Cook_0001') & (df['subdir'] == 'AJ_Cook'), 'ext'] = 'wow'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 208,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>uuid</th>\n",
+       "      <th>newcol</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>wow</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "      <td>f03fd921-2d56-4e83-8115-f658d6a72287</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "      <td>0c96c5bb-dbd1-4584-bd68-af11664b98bb</td>\n",
+       "      <td>x</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Eckhart_0001</td>\n",
+       "      <td>b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...</td>\n",
+       "      <td>Aaron_Eckhart</td>\n",
+       "      <td>8221e75c-9537-4a4f-9693-483b445244b4</td>\n",
+       "      <td>x</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Guiel_0001</td>\n",
+       "      <td>156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...</td>\n",
+       "      <td>Aaron_Guiel</td>\n",
+       "      <td>a2955610-ed5e-433c-bdd4-e3a72ff44736</td>\n",
+       "      <td>x</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Patterson_0001</td>\n",
+       "      <td>34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...</td>\n",
+       "      <td>Aaron_Patterson</td>\n",
+       "      <td>1d0782e9-ed16-4550-b1e9-d9c03eef6181</td>\n",
+       "      <td>x</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ext                    fn  \\\n",
+       "0  wow          AJ_Cook_0001   \n",
+       "1  jpg         AJ_Lamas_0001   \n",
+       "2  jpg    Aaron_Eckhart_0001   \n",
+       "3  jpg      Aaron_Guiel_0001   \n",
+       "4  jpg  Aaron_Patterson_0001   \n",
+       "\n",
+       "                                              sha256           subdir  \\\n",
+       "0  550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...          AJ_Cook   \n",
+       "1  46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...         AJ_Lamas   \n",
+       "2  b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...    Aaron_Eckhart   \n",
+       "3  156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...      Aaron_Guiel   \n",
+       "4  34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...  Aaron_Patterson   \n",
+       "\n",
+       "                                   uuid newcol  \n",
+       "0  f03fd921-2d56-4e83-8115-f658d6a72287     10  \n",
+       "1  0c96c5bb-dbd1-4584-bd68-af11664b98bb      x  \n",
+       "2  8221e75c-9537-4a4f-9693-483b445244b4      x  \n",
+       "3  a2955610-ed5e-433c-bdd4-e3a72ff44736      x  \n",
+       "4  1d0782e9-ed16-4550-b1e9-d9c03eef6181      x  "
+      ]
+     },
+     "execution_count": 208,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df['newcol'] = ['x'] * len(df)\n",
+    "df.at[0, 'newcol'] = '10'\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 214,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>uuid</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>wow</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "      <td>f03fd921-2d56-4e83-8115-f658d6a72287</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "      <td>0c96c5bb-dbd1-4584-bd68-af11664b98bb</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Eckhart_0001</td>\n",
+       "      <td>b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...</td>\n",
+       "      <td>Aaron_Eckhart</td>\n",
+       "      <td>8221e75c-9537-4a4f-9693-483b445244b4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Guiel_0001</td>\n",
+       "      <td>156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...</td>\n",
+       "      <td>Aaron_Guiel</td>\n",
+       "      <td>a2955610-ed5e-433c-bdd4-e3a72ff44736</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>Aaron_Patterson_0001</td>\n",
+       "      <td>34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...</td>\n",
+       "      <td>Aaron_Patterson</td>\n",
+       "      <td>1d0782e9-ed16-4550-b1e9-d9c03eef6181</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ext                    fn  \\\n",
+       "0  wow          AJ_Cook_0001   \n",
+       "1  jpg         AJ_Lamas_0001   \n",
+       "2  jpg    Aaron_Eckhart_0001   \n",
+       "3  jpg      Aaron_Guiel_0001   \n",
+       "4  jpg  Aaron_Patterson_0001   \n",
+       "\n",
+       "                                              sha256           subdir  \\\n",
+       "0  550937b71b9af36b6083fa1ce7c76e97e3254c439614a6...          AJ_Cook   \n",
+       "1  46d7ddeec9b00add61ade2f89277d74e8264a2b6cec193...         AJ_Lamas   \n",
+       "2  b68ed8d50ba85209d826b962987077bc8e1826f7f2f325...    Aaron_Eckhart   \n",
+       "3  156f5428fad30c420ef01d9b0a3ab73e98aa6a1e5a2f0b...      Aaron_Guiel   \n",
+       "4  34dfe798220b53aac910e5e39705770d212cdfbe4be8a4...  Aaron_Patterson   \n",
+       "\n",
+       "                                   uuid  \n",
+       "0  f03fd921-2d56-4e83-8115-f658d6a72287  \n",
+       "1  0c96c5bb-dbd1-4584-bd68-af11664b98bb  \n",
+       "2  8221e75c-9537-4a4f-9693-483b445244b4  \n",
+       "3  a2955610-ed5e-433c-bdd4-e3a72ff44736  \n",
+       "4  1d0782e9-ed16-4550-b1e9-d9c03eef6181  "
+      ]
+     },
+     "execution_count": 214,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = df.drop('newcol', axis=1, errors='ignore')\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 218,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = [1,2,3,4]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 220,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['1.00', '2.00', '3.00', '4.00']"
+      ]
+     },
+     "execution_count": 220,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "['{:.2f}'.format(x) for x in a]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 221,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pathlib import Path"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 222,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = Path('/path/to/file.mp3')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 235,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "bc7e9ccf-49ba-4672-b1d8-6880d6b7e251\n"
+     ]
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "id_to_lookup = 13000\n",
+    "fp_records = '/data_store_ssd/apps/megapixels/datasets/lfw/records.csv'\n",
+    "df = pd.read_csv(fp_records)\n",
+    "row = df.iloc[id_to_lookup]\n",
+    "print(row['uuid'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/test_pd_funcs.ipynb b/megapixels/notebooks/datasets/test_pd_funcs.ipynb
new file mode 100644
index 00000000..62c2b0db
--- /dev/null
+++ b/megapixels/notebooks/datasets/test_pd_funcs.ipynb
@@ -0,0 +1,582 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Append UUID to SHA256 CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "from glob import glob\n",
+    "from pathlib import Path\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.utils import file_utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_nas/'\n",
+    "dir_dataset = join(DATA_STORE, 'datasets/people/lfw/')\n",
+    "dir_metadata = join(dir_dataset, 'metadata')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 128,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_files = join(dir_metadata, 'image_files.csv')\n",
+    "fp_rois = join(dir_metadata, 'image_rois.csv')\n",
+    "fp_identities = join(dir_metadata, 'identities.csv')\n",
+    "fp_pose = join(dir_metadata, 'image_pose.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 129,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_rois = pd.read_csv(fp_rois).set_index('index')\n",
+    "df_files = pd.read_csv(fp_files).set_index('index')\n",
+    "df_identities = pd.read_csv(fp_identities).set_index('index')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 130,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_index</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>250</td>\n",
+       "      <td>0</td>\n",
+       "      <td>250</td>\n",
+       "      <td>0.330000</td>\n",
+       "      <td>0.336667</td>\n",
+       "      <td>0.350000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>250</td>\n",
+       "      <td>1</td>\n",
+       "      <td>250</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.313333</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              h  image_height  image_index  image_width         w         x  \\\n",
+       "index                                                                         \n",
+       "0      0.330000           250            0          250  0.330000  0.336667   \n",
+       "1      0.393333           250            1          250  0.393333  0.286667   \n",
+       "\n",
+       "              y  \n",
+       "index            \n",
+       "0      0.350000  \n",
+       "1      0.313333  "
+      ]
+     },
+     "execution_count": 130,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 131,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Cook_0001</td>\n",
+       "      <td>AJ_Cook</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>AJ_Lamas_0001</td>\n",
+       "      <td>AJ_Lamas</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext             fn    subdir\n",
+       "index                              \n",
+       "0      jpg   AJ_Cook_0001   AJ_Cook\n",
+       "1      jpg  AJ_Lamas_0001  AJ_Lamas"
+      ]
+     },
+     "execution_count": 131,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_files.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 132,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>image_index</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>A. J. Cook</td>\n",
+       "      <td>Canadian actress</td>\n",
+       "      <td>f</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>AJ Lamas</td>\n",
+       "      <td>American actor</td>\n",
+       "      <td>m</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "             name       description gender  images  image_index\n",
+       "index                                                          \n",
+       "0      A. J. Cook  Canadian actress      f       1            0\n",
+       "1        AJ Lamas    American actor      m       1            1"
+      ]
+     },
+     "execution_count": 132,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_identities.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 133,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "5749"
+      ]
+     },
+     "execution_count": 133,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(df_identities)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 134,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "13233"
+      ]
+     },
+     "execution_count": 134,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(df_files)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 135,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "indices_included = list(df_rois['image_index'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 136,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "indices_all = list(range(13233))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 137,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{6072, 1556, 11207}\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(set(indices_all) - set(indices_included))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from tqdm import tqdm_notebook as tqdm"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 141,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_roi_groups = df_rois.groupby('image_index')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 161,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "df3b603ad0464cb6983862fbf6716d02",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=13230), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "AJ_Cook_0001\n",
+      "0.33\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "for df_roi_group_idx, df_roi_group in tqdm(df_roi_groups):\n",
+    "  image_index = df_roi_group.image_index.values[0]\n",
+    "  pds_file = df_files.iloc[image_index]\n",
+    "  print(pds_file.fn)\n",
+    "  w = df_roi_group.w.values[0]\n",
+    "  print(w)\n",
+    "  break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from app.models.bbox import BBox"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import operator\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bboxes = []\n",
+    "dim = (250, 250)\n",
+    "bboxes.append(BBox.from_xywh_dim(10, 10, 40, 40, dim))\n",
+    "bboxes.append(BBox.from_xywh_dim(10, 10, 20, 20, dim))\n",
+    "bboxes.append(BBox.from_xywh_dim(10, 10, 200, 200, dim))\n",
+    "bboxes.append(BBox.from_xywh_dim(10, 10, 30, 30, dim))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.6399999999999999\n",
+      "0.0256\n",
+      "0.0144\n",
+      "0.006399999999999998\n",
+      "\n",
+      "0.6399999999999999\n",
+      "0.0256\n",
+      "0.0144\n",
+      "0.006399999999999998\n",
+      "max area is: 0.6399999999999999\n"
+     ]
+    }
+   ],
+   "source": [
+    "for b in bboxes:\n",
+    "  print(b.area)\n",
+    "bboxes.sort(key = operator.attrgetter('area'), reverse=True)[0]\n",
+    "print('')\n",
+    "for b in bboxes:\n",
+    "  print(b.area)\n",
+    "\n",
+    "print('max area is: {}'.format(bboxes[0].area))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bboxes.sort(key = operator.attrgetter('area'), reverse=True)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<app.models.bbox.BBox at 0x7ff360047978>,\n",
+       " <app.models.bbox.BBox at 0x7ff3600479b0>,\n",
+       " <app.models.bbox.BBox at 0x7ff3600479e8>,\n",
+       " <app.models.bbox.BBox at 0x7ff360047a20>]"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bboxes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/vgg_face2/clean_vgg_02.ipynb b/megapixels/notebooks/datasets/vgg_face2/clean_vgg_02.ipynb
new file mode 100644
index 00000000..008eee2e
--- /dev/null
+++ b/megapixels/notebooks/datasets/vgg_face2/clean_vgg_02.ipynb
@@ -0,0 +1,460 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Append UUID to SHA256 CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from os.path import join\n",
+    "from pathlib import Path\n",
+    "import difflib\n",
+    "\n",
+    "from tqdm import tqdm_notebook as tqdm\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# names\n",
+    "DATA_STORE_NAS = '/data_store_nas/'\n",
+    "dir_dataset = 'datasets/people/vgg_face2/metadata'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>identity</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                  sha256  identity\n",
+       "index                                                             \n",
+       "0      a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...        -1\n",
+       "1      e360f93613baa68cede6731d2603873cdabd3993841cfd...        -1"
+      ]
+     },
+     "execution_count": 51,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# associate each file with an identity\n",
+    "fp_index = join(DATA_STORE_NAS, dir_dataset, 'index.csv')\n",
+    "df_index = pd.read_csv(fp_index).set_index('index')\n",
+    "df_index['identity'] = [-1] * len(df_index)\n",
+    "df_index.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3311286\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0213_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0010_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0115_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext       fn        subdir\n",
+       "index                            \n",
+       "0      jpg  0089_01  test/n006211\n",
+       "1      jpg  0168_01  test/n006211\n",
+       "2      jpg  0213_01  test/n006211\n",
+       "3      jpg  0010_01  test/n006211\n",
+       "4      jpg  0115_01  test/n006211"
+      ]
+     },
+     "execution_count": 52,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# get file info\n",
+    "fp_files = join(DATA_STORE_NAS, dir_dataset, 'files.csv')\n",
+    "df_files = pd.read_csv(fp_files).set_index('index')\n",
+    "print(len(df_files))\n",
+    "df_files.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "9131\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>class_id</th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>n000001</td>\n",
+       "      <td>Dalai Lama</td>\n",
+       "      <td>m</td>\n",
+       "      <td>424</td>\n",
+       "      <td>14th Dalai Lama</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>n000002</td>\n",
+       "      <td>American singer-songwriter</td>\n",
+       "      <td>f</td>\n",
+       "      <td>315</td>\n",
+       "      <td>A Fine Frenzy</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      class_id                 description gender  images             name\n",
+       "index                                                                     \n",
+       "0      n000001                  Dalai Lama      m     424  14th Dalai Lama\n",
+       "1      n000002  American singer-songwriter      f     315    A Fine Frenzy"
+      ]
+     },
+     "execution_count": 53,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "fp_identities = join(DATA_STORE_NAS, dir_dataset, 'identities.csv')\n",
+    "df_identities = pd.read_csv(fp_identities).set_index('index')\n",
+    "print(len(df_identities))\n",
+    "df_identities.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a031effa76034e8c88c686c3c8dff2e6",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=3311286), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-57-cab4feea6e04>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mrow\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtqdm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_index\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitertuples\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtotal\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_index\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m   \u001b[0mfile_index\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrow\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIndex\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m   \u001b[0mfile_row\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf_files\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mfile_index\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m   \u001b[0msubdir\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfile_row\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'subdir'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m   \u001b[0mclass_id\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msubdir\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/indexing.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m   1476\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1477\u001b[0m             \u001b[0mmaybe_callable\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_apply_if_callable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1478\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmaybe_callable\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1479\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1480\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_is_scalar_access\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/indexing.py\u001b[0m in \u001b[0;36m_getitem_axis\u001b[0;34m(self, key, axis)\u001b[0m\n\u001b[1;32m   2102\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_validate_integer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2103\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2104\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2105\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2106\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_convert_to_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mis_setter\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/indexing.py\u001b[0m in \u001b[0;36m_get_loc\u001b[0;34m(self, key, axis)\u001b[0m\n\u001b[1;32m    143\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0maxis\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    144\u001b[0m             \u001b[0maxis\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 145\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_ixs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    146\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    147\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_slice\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkind\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m_ixs\u001b[0;34m(self, i, axis)\u001b[0m\n\u001b[1;32m   2624\u001b[0m                                                       \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2625\u001b[0m                                                       \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2626\u001b[0;31m                                                       dtype=new_values.dtype)\n\u001b[0m\u001b[1;32m   2627\u001b[0m                 \u001b[0mresult\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_set_is_copy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2628\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, dtype, name, copy, fastpath)\u001b[0m\n\u001b[1;32m    275\u001b[0m                                        raise_cast_failure=True)\n\u001b[1;32m    276\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 277\u001b[0;31m                 \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSingleBlockManager\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfastpath\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    278\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    279\u001b[0m         \u001b[0mgeneric\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mNDFrame\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfastpath\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/internals.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, block, axis, do_integrity_check, fastpath)\u001b[0m\n\u001b[1;32m   4675\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   4676\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mblock\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mBlock\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 4677\u001b[0;31m             \u001b[0mblock\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmake_block\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mblock\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mplacement\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mslice\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndim\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   4678\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   4679\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mblocks\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mblock\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/internals.py\u001b[0m in \u001b[0;36mmake_block\u001b[0;34m(values, placement, klass, ndim, dtype, fastpath)\u001b[0m\n\u001b[1;32m   3203\u001b[0m                      placement=placement, dtype=dtype)\n\u001b[1;32m   3204\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3205\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mklass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndim\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mndim\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mplacement\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mplacement\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   3206\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   3207\u001b[0m \u001b[0;31m# TODO: flexible with index=None and/or items=None\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/internals.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, values, placement, ndim)\u001b[0m\n\u001b[1;32m   2301\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2302\u001b[0m         super(ObjectBlock, self).__init__(values, ndim=ndim,\n\u001b[0;32m-> 2303\u001b[0;31m                                           placement=placement)\n\u001b[0m\u001b[1;32m   2304\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2305\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/internals.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, values, placement, ndim)\u001b[0m\n\u001b[1;32m    116\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mplacement\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndim\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    117\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_check_ndim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mndim\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 118\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmgr_locs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mplacement\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    119\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    120\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/internals.py\u001b[0m in \u001b[0;36mmgr_locs\u001b[0;34m(self, new_mgr_locs)\u001b[0m\n\u001b[1;32m    238\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mmgr_locs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_mgr_locs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    239\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnew_mgr_locs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mBlockPlacement\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 240\u001b[0;31m             \u001b[0mnew_mgr_locs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mBlockPlacement\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnew_mgr_locs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    241\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    242\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr_locs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnew_mgr_locs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+     ]
+    }
+   ],
+   "source": [
+    "for row in tqdm(df_index.itertuples(), total=len(df_index)):\n",
+    "  file_index = row.Index\n",
+    "  file_row = df_files.iloc[file_index]\n",
+    "  subdir = file_row['subdir']\n",
+    "  class_id = subdir.split('/')[1]\n",
+    "  identity_row = df_identities.loc[(df_identities['class_id'] == class_id)]\n",
+    "  identity_index = int(identity_row.index[0])\n",
+    "  df_index.at[row.Index, 'identity'] = identity_index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>identity</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>6123</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3920a8bdf523a5bf7da9258ec414a741462d0cfbec8d2c...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>577ce218e4a61e612942c55fd172cac4b48becacbfc708...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>b27d37425a4e59dc4d37c3df331d0b69e4919338a3d46f...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                  sha256  identity\n",
+       "index                                                             \n",
+       "0      a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...      6123\n",
+       "1      e360f93613baa68cede6731d2603873cdabd3993841cfd...        -1\n",
+       "2      3920a8bdf523a5bf7da9258ec414a741462d0cfbec8d2c...        -1\n",
+       "3      577ce218e4a61e612942c55fd172cac4b48becacbfc708...        -1\n",
+       "4      b27d37425a4e59dc4d37c3df331d0b69e4919338a3d46f...        -1"
+      ]
+     },
+     "execution_count": 55,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_index.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/vgg_face2/clean_vgg_02_dask.ipynb b/megapixels/notebooks/datasets/vgg_face2/clean_vgg_02_dask.ipynb
new file mode 100644
index 00000000..6477d89f
--- /dev/null
+++ b/megapixels/notebooks/datasets/vgg_face2/clean_vgg_02_dask.ipynb
@@ -0,0 +1,464 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Append UUID to SHA256 CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from os.path import join\n",
+    "from pathlib import Path\n",
+    "import difflib\n",
+    "\n",
+    "from tqdm import tqdm_notebook as tqdm\n",
+    "import pandas as pd\n",
+    "import dask.dataframe as dd\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# names\n",
+    "DATA_STORE_NAS = '/data_store_nas/'\n",
+    "dir_dataset = 'datasets/people/vgg_face2/metadata'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>identity</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                  sha256  identity\n",
+       "index                                                             \n",
+       "0      a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...        -1\n",
+       "1      e360f93613baa68cede6731d2603873cdabd3993841cfd...        -1"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# associate each file with an identity\n",
+    "fp_index = join(DATA_STORE_NAS, dir_dataset, 'index.csv')\n",
+    "df_index = pd.read_csv(fp_index).set_index('index')\n",
+    "df_index['identity'] = [-1] * len(df_index)\n",
+    "df_index.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3311286\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0213_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0010_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0115_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext       fn        subdir\n",
+       "index                            \n",
+       "0      jpg  0089_01  test/n006211\n",
+       "1      jpg  0168_01  test/n006211\n",
+       "2      jpg  0213_01  test/n006211\n",
+       "3      jpg  0010_01  test/n006211\n",
+       "4      jpg  0115_01  test/n006211"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# get file info\n",
+    "fp_files = join(DATA_STORE_NAS, dir_dataset, 'files.csv')\n",
+    "df_files = pd.read_csv(fp_files).set_index('index')\n",
+    "print(len(df_files))\n",
+    "df_files.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "9131\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>class_id</th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>n000001</td>\n",
+       "      <td>Dalai Lama</td>\n",
+       "      <td>m</td>\n",
+       "      <td>424</td>\n",
+       "      <td>14th Dalai Lama</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>n000002</td>\n",
+       "      <td>American singer-songwriter</td>\n",
+       "      <td>f</td>\n",
+       "      <td>315</td>\n",
+       "      <td>A Fine Frenzy</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      class_id                 description gender  images             name\n",
+       "index                                                                     \n",
+       "0      n000001                  Dalai Lama      m     424  14th Dalai Lama\n",
+       "1      n000002  American singer-songwriter      f     315    A Fine Frenzy"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "fp_identities = join(DATA_STORE_NAS, dir_dataset, 'identities.csv')\n",
+    "df_identities = dd.read_csv(fp_identities).set_index('index')\n",
+    "print(len(df_identities))\n",
+    "df_identities.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class_ids = {}\n",
+    "for row in df_identities.itertuples():\n",
+    "  class_id = row.class_id\n",
+    "  index = row.Index\n",
+    "  if class_id not in class_ids.keys():\n",
+    "    class_ids[class_id] = index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ac332e87bee54d53a0e29efbdfa86d65",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=3311286), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "for row in tqdm(df_index.itertuples(), total=len(df_index)):\n",
+    "  file_index = row.Index\n",
+    "  file_row = df_files.iloc[file_index]\n",
+    "  subdir = file_row['subdir']\n",
+    "  class_id = subdir.split('/')[1]\n",
+    "  identity_index = class_ids[class_id]\n",
+    "  df_index.at[row.Index, 'identity'] = identity_index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_index_new = join(DATA_STORE_NAS, dir_dataset, 'index_new.csv')\n",
+    "df_index.to_csv(fp_index_new)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>identity</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>6123</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>6123</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>3920a8bdf523a5bf7da9258ec414a741462d0cfbec8d2c...</td>\n",
+       "      <td>6123</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>577ce218e4a61e612942c55fd172cac4b48becacbfc708...</td>\n",
+       "      <td>6123</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>b27d37425a4e59dc4d37c3df331d0b69e4919338a3d46f...</td>\n",
+       "      <td>6123</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                                  sha256  identity\n",
+       "index                                                             \n",
+       "0      a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...      6123\n",
+       "1      e360f93613baa68cede6731d2603873cdabd3993841cfd...      6123\n",
+       "2      3920a8bdf523a5bf7da9258ec414a741462d0cfbec8d2c...      6123\n",
+       "3      577ce218e4a61e612942c55fd172cac4b48becacbfc708...      6123\n",
+       "4      b27d37425a4e59dc4d37c3df331d0b69e4919338a3d46f...      6123"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_index.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/vgg_face2/clean_vgg_identity_meta_kg.ipynb b/megapixels/notebooks/datasets/vgg_face2/clean_vgg_identity_meta_kg.ipynb
new file mode 100644
index 00000000..c0051b7b
--- /dev/null
+++ b/megapixels/notebooks/datasets/vgg_face2/clean_vgg_identity_meta_kg.ipynb
@@ -0,0 +1,2020 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Append UUID to SHA256 CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 186,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from os.path import join\n",
+    "from pathlib import Path\n",
+    "import difflib\n",
+    "\n",
+    "from tqdm import tqdm_notebook as tqdm\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/data_store_nas/datasets/people/vgg_face2/metadata/records_uuid.csv True\n",
+      "/data_store_nas/datasets/people/vgg_face2/metadata/records.csv True\n"
+     ]
+    }
+   ],
+   "source": [
+    "# names\n",
+    "DATA_STORE_NAS = '/data_store_nas/'\n",
+    "dir_dataset = 'datasets/people/vgg_face2/metadata'\n",
+    "fp_records_uuids = join(DATA_STORE_NAS, dir_dataset, 'records_uuid.csv')\n",
+    "fp_uuids_new = join(DATA_STORE_NAS, dir_dataset, 'uuids.csv')\n",
+    "# record\n",
+    "fp_records = join(DATA_STORE_NAS, dir_datset, 'records.csv')\n",
+    "fp_records_new = join(DATA_STORE_NAS, dir_datset, 'records_new.csv')\n",
+    "print(fp_uuids, Path(fp_uuids).is_file())\n",
+    "print(fp_records, Path(fp_records).is_file())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 139,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def similarity(a, b):\n",
+    "  seq = difflib.SequenceMatcher(a=a.lower(), b=b.lower())\n",
+    "  return seq.ratio()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 140,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_records = pd.read_csv(fp_records)\n",
+    "df_records_uuids = pd.read_csv(fp_records_uuids)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 99,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>uuid</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>88ac6abd-6039-442b-b31f-2db8d575363a</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>73acbc00-2cb5-4260-8db3-b88ca7c29c72</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ext       fn                                             sha256  \\\n",
+       "0  jpg  0089_01  a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...   \n",
+       "1  jpg  0168_01  e360f93613baa68cede6731d2603873cdabd3993841cfd...   \n",
+       "\n",
+       "         subdir                                  uuid  \n",
+       "0  test/n006211  88ac6abd-6039-442b-b31f-2db8d575363a  \n",
+       "1  test/n006211  73acbc00-2cb5-4260-8db3-b88ca7c29c72  "
+      ]
+     },
+     "execution_count": 99,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_uuids.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 102,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ext       fn                                             sha256  \\\n",
+       "0  jpg  0089_01  a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...   \n",
+       "1  jpg  0168_01  e360f93613baa68cede6731d2603873cdabd3993841cfd...   \n",
+       "\n",
+       "         subdir  \n",
+       "0  test/n006211  \n",
+       "1  test/n006211  "
+      ]
+     },
+     "execution_count": 102,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_records.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 104,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# fix the records and save to new csv\n",
+    "df_records['index'] = [''] * len(df_records)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for idx, row in tqdm(df_records.iterrows(), total=len(df_records)):\n",
+    "  df_records.at[idx, 'index'] = idx"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 128,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0213_01</td>\n",
+       "      <td>3920a8bdf523a5bf7da9258ec414a741462d0cfbec8d2c...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0010_01</td>\n",
+       "      <td>577ce218e4a61e612942c55fd172cac4b48becacbfc708...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0115_01</td>\n",
+       "      <td>b27d37425a4e59dc4d37c3df331d0b69e4919338a3d46f...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext       fn                                             sha256  \\\n",
+       "index                                                                    \n",
+       "0      jpg  0089_01  a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...   \n",
+       "1      jpg  0168_01  e360f93613baa68cede6731d2603873cdabd3993841cfd...   \n",
+       "2      jpg  0213_01  3920a8bdf523a5bf7da9258ec414a741462d0cfbec8d2c...   \n",
+       "3      jpg  0010_01  577ce218e4a61e612942c55fd172cac4b48becacbfc708...   \n",
+       "4      jpg  0115_01  b27d37425a4e59dc4d37c3df331d0b69e4919338a3d46f...   \n",
+       "\n",
+       "             subdir  \n",
+       "index                \n",
+       "0      test/n006211  \n",
+       "1      test/n006211  \n",
+       "2      test/n006211  \n",
+       "3      test/n006211  \n",
+       "4      test/n006211  "
+      ]
+     },
+     "execution_count": 128,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#df_records.set_index('index')\n",
+    "#df_records.head()\n",
+    "df_records.to_csv(fp_records_new)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 131,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_files = df_records.copy()\n",
+    "fp_files = join(DATA_STORE_NAS, dir_datset, 'files.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 133,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_files = df_files.drop(['sha256'], axis=1)\n",
+    "df_files.to_csv(fp_files)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 134,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# make another CSV just for the sha\n",
+    "df_sha256s = df_records.copy()\n",
+    "fp_sha256s = join(DATA_STORE_NAS, dir_datset, 'sha256s.csv')\n",
+    "df_sha256s = df_sha256s.drop(['ext', 'fn', 'subdir'], axis=1)\n",
+    "df_sha256s.to_csv(fp_sha256s)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 141,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>uuid</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>88ac6abd-6039-442b-b31f-2db8d575363a</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>73acbc00-2cb5-4260-8db3-b88ca7c29c72</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   ext       fn                                             sha256  \\\n",
+       "0  jpg  0089_01  a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...   \n",
+       "1  jpg  0168_01  e360f93613baa68cede6731d2603873cdabd3993841cfd...   \n",
+       "\n",
+       "         subdir                                  uuid  \n",
+       "0  test/n006211  88ac6abd-6039-442b-b31f-2db8d575363a  \n",
+       "1  test/n006211  73acbc00-2cb5-4260-8db3-b88ca7c29c72  "
+      ]
+     },
+     "execution_count": 141,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# create another CSV just for the UUIDs\n",
+    "df_records_uuids.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_uuids = df_records_uuids.copy()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 144,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_uuids = df_uuids.drop(['subdir', 'fn', 'ext', 'sha256'], axis=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>uuid</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>88ac6abd-6039-442b-b31f-2db8d575363a</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>73acbc00-2cb5-4260-8db3-b88ca7c29c72</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                                   uuid\n",
+       "0  88ac6abd-6039-442b-b31f-2db8d575363a\n",
+       "1  73acbc00-2cb5-4260-8db3-b88ca7c29c72"
+      ]
+     },
+     "execution_count": 145,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_uuids.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 150,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_uuids.index.name = 'index'\n",
+    "df_uuids.to_csv(fp_uuids_new)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for idx, row in tqdm(df_records_uuids[:2].iterrows(), total=len(df_records_uuids)):\n",
+    "  sha256 = row['sha256']\n",
+    "  row_match = df_records.loc[(df_records['subdir'] == subdir)]\n",
+    "  df_rois.at[idx, 'idx'] = int(row_match.index[0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Change ROI to use index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 372,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_rois = join(DATA_STORE_NAS, dir_datset, 'rois.csv')\n",
+    "df_rois = pd.read_csv(fp_rois)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 373,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>sha256</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>e360f93613baa68cede6731d2603873cdabd3993841cfd...</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext       fn                                             sha256  \\\n",
+       "index                                                                    \n",
+       "0      jpg  0089_01  a39a1df855cb0c70dc553c5e9afa35b4f7c00f4011ca10...   \n",
+       "1      jpg  0168_01  e360f93613baa68cede6731d2603873cdabd3993841cfd...   \n",
+       "\n",
+       "             subdir  \n",
+       "index                \n",
+       "0      test/n006211  \n",
+       "1      test/n006211  "
+      ]
+     },
+     "execution_count": 373,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_records.index.name = 'index'\n",
+    "df_records.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 374,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>index_new</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.473333</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.668246</td>\n",
+       "      <td>0.279621</td>\n",
+       "      <td>0.28</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.326667</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.464455</td>\n",
+       "      <td>-0.156398</td>\n",
+       "      <td>0.12</td>\n",
+       "      <td>-1</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Unnamed: 0  ext       fn         h  image_height  image_width  \\\n",
+       "index                                                                  \n",
+       "0               0  jpg  0089_01  0.473333           304          214   \n",
+       "1               1  jpg  0089_01  0.326667           304          214   \n",
+       "\n",
+       "             subdir         w         x     y  index_new  \n",
+       "index                                                     \n",
+       "0      test/n006211  0.668246  0.279621  0.28         -1  \n",
+       "1      test/n006211  0.464455 -0.156398  0.12         -1  "
+      ]
+     },
+     "execution_count": 374,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois['index_new'] = [-1] * len(df_rois)\n",
+    "df_rois.index.name = 'index'\n",
+    "df_rois.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 375,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_records_copy = df_records.copy()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 376,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "9131\n"
+     ]
+    }
+   ],
+   "source": [
+    "df_records_subdirs = df_records_copy.groupby('subdir')\n",
+    "print(len(df_records_subdirs))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 377,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "9131\n"
+     ]
+    }
+   ],
+   "source": [
+    "roi_subdir_groups = df_rois.groupby('subdir')\n",
+    "print(len(roi_subdir_groups))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 387,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "AttributeError",
+     "evalue": "module 'pandas' has no attribute 'index'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-387-82023aa58c79>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mhelp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m: module 'pandas' has no attribute 'index'"
+     ]
+    }
+   ],
+   "source": [
+    "help(pd.index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 390,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "81817\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(row.Index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 392,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "91680fc6bee04ce087a60be57ab5a58c",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=9131), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "for subdir, record_group in tqdm(df_records_subdirs, total=df_records_subdirs.ngroups):\n",
+    "  #print(name)  # 'test/n00001'\n",
+    "  roi_group = roi_subdir_groups.get_group(subdir)\n",
+    "#   print(type(roi_group))\n",
+    "  # for every item in the roi_group, get index from record group\n",
+    "  for row in roi_group.itertuples():\n",
+    "    #row_match = record_group.loc[record_group['fn'] == row.fn]\n",
+    "    # get the index from record group where it matches this fn\n",
+    "    #print(len(record_group))\n",
+    "    #record_group.where('fn',row.fn)\n",
+    "    row_match = record_group.loc[(record_group['fn'] == row.fn)]\n",
+    "    df_rois.at[row.Index, 'index_new'] = int(row_match.index[0])\n",
+    "    #record_group[record_group['fn'].str.match(fn)]\n",
+    "    \n",
+    "    #print(int(row_match.index[0]))\n",
+    "    #print('subdir: {}, fn: {}, index: {}'.format(row.subdir, row.fn, master_index))\n",
+    "    \n",
+    "    # NB avoid using iterrows() is very slow. use iteritems\n",
+    "    #print(roi_row['fn'])\n",
+    "    #print(row.at['subdir', 0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 411,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>index_new</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.473333</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.668246</td>\n",
+       "      <td>0.279621</td>\n",
+       "      <td>0.28</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.326667</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.464455</td>\n",
+       "      <td>-0.156398</td>\n",
+       "      <td>0.12</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       Unnamed: 0  ext       fn         h  image_height  image_width  \\\n",
+       "index                                                                  \n",
+       "0               0  jpg  0089_01  0.473333           304          214   \n",
+       "1               1  jpg  0089_01  0.326667           304          214   \n",
+       "\n",
+       "             subdir         w         x     y  index_new  \n",
+       "index                                                     \n",
+       "0      test/n006211  0.668246  0.279621  0.28          0  \n",
+       "1      test/n006211  0.464455 -0.156398  0.12          0  "
+      ]
+     },
+     "execution_count": 411,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois_new = df_rois.copy()\n",
+    "df_rois_new.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 413,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_rois_new = df_rois_new.drop(df_rois_new.columns[df_rois_new.columns.str.contains('unnamed',case = False)],axis = 1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 422,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_rois_new = df_rois_new.set_index('index_new')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 423,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['ext', 'fn', 'h', 'image_height', 'image_width', 'subdir', 'w', 'x', 'y']"
+      ]
+     },
+     "execution_count": 423,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "list(df_rois_new.columns.values)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 425,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index_new</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.473333</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.668246</td>\n",
+       "      <td>0.279621</td>\n",
+       "      <td>0.280000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.326667</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.464455</td>\n",
+       "      <td>-0.156398</td>\n",
+       "      <td>0.120000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>471</td>\n",
+       "      <td>419</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.443609</td>\n",
+       "      <td>0.263158</td>\n",
+       "      <td>0.273333</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0213_01</td>\n",
+       "      <td>0.462745</td>\n",
+       "      <td>408</td>\n",
+       "      <td>480</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.246667</td>\n",
+       "      <td>0.082353</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0115_01</td>\n",
+       "      <td>0.438662</td>\n",
+       "      <td>360</td>\n",
+       "      <td>401</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.245353</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           ext       fn         h  image_height  image_width        subdir  \\\n",
+       "index_new                                                                    \n",
+       "0          jpg  0089_01  0.473333           304          214  test/n006211   \n",
+       "0          jpg  0089_01  0.326667           304          214  test/n006211   \n",
+       "1          jpg  0168_01  0.393333           471          419  test/n006211   \n",
+       "2          jpg  0213_01  0.462745           408          480  test/n006211   \n",
+       "4          jpg  0115_01  0.438662           360          401  test/n006211   \n",
+       "\n",
+       "                  w         x         y  \n",
+       "index_new                                \n",
+       "0          0.668246  0.279621  0.280000  \n",
+       "0          0.464455 -0.156398  0.120000  \n",
+       "1          0.443609  0.263158  0.273333  \n",
+       "2          0.393333  0.246667  0.082353  \n",
+       "4          0.393333  0.286667  0.245353  "
+      ]
+     },
+     "execution_count": 425,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois_new.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 426,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_rois_new = join(DATA_STORE_NAS, dir_dataset, 'rois_new.csv')\n",
+    "df_rois_new.to_csv(fp_rois_new)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Fix identity meta"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 458,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_identity_meta = pd.read_csv(fp_identity_meta)\n",
+    "df_files = pd.read_csv(fp_files).set_index('index')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 459,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>subdir</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>index</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>test/n006211</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       ext       fn        subdir\n",
+       "index                            \n",
+       "0      jpg  0089_01  test/n006211\n",
+       "1      jpg  0168_01  test/n006211"
+      ]
+     },
+     "execution_count": 459,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_files.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 460,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>class_id</th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>n009279</td>\n",
+       "      <td>Former soccer player</td>\n",
+       "      <td>f</td>\n",
+       "      <td>365</td>\n",
+       "      <td>Noriko Baba</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>n009278</td>\n",
+       "      <td>Japanese singer-songwriter</td>\n",
+       "      <td>f</td>\n",
+       "      <td>181</td>\n",
+       "      <td>Hiromi Satō</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  class_id                 description gender  images         name\n",
+       "0  n009279        Former soccer player      f     365  Noriko Baba\n",
+       "1  n009278  Japanese singer-songwriter      f     181  Hiromi Satō"
+      ]
+     },
+     "execution_count": 460,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_identity_meta.head(2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 461,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# create a lookup table of ids\n",
+    "class_ids = {}\n",
+    "for row in df_files.itertuples():\n",
+    "  class_id = row.subdir.split('/')[1]\n",
+    "  if class_id not in class_ids.keys():\n",
+    "    class_ids[class_id] = row.Index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 463,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_identity_meta['index_new'] = [-1] * len(df_identity_meta)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 464,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# add col to identity for 'index_new'\n",
+    "for row in df_identity_meta.itertuples():\n",
+    "  df_identity_meta.at[row.Index, 'index_new'] = class_ids[row.class_id]\n",
+    "# iterate through"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 465,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>class_id</th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "      <th>index_new</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>n009279</td>\n",
+       "      <td>Former soccer player</td>\n",
+       "      <td>f</td>\n",
+       "      <td>365</td>\n",
+       "      <td>Noriko Baba</td>\n",
+       "      <td>1808008</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>n009278</td>\n",
+       "      <td>Japanese singer-songwriter</td>\n",
+       "      <td>f</td>\n",
+       "      <td>181</td>\n",
+       "      <td>Hiromi Satō</td>\n",
+       "      <td>943052</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>n009277</td>\n",
+       "      <td>Japanese fashion model</td>\n",
+       "      <td>m</td>\n",
+       "      <td>409</td>\n",
+       "      <td>Ranko Kanbe</td>\n",
+       "      <td>595852</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>n009276</td>\n",
+       "      <td>Japanese musician</td>\n",
+       "      <td>f</td>\n",
+       "      <td>177</td>\n",
+       "      <td>Yurie Matsui</td>\n",
+       "      <td>2922103</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>n009275</td>\n",
+       "      <td>Japanese idol</td>\n",
+       "      <td>f</td>\n",
+       "      <td>501</td>\n",
+       "      <td>Karin Miyamoto</td>\n",
+       "      <td>1388262</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  class_id                 description gender  images            name  \\\n",
+       "0  n009279        Former soccer player      f     365     Noriko Baba   \n",
+       "1  n009278  Japanese singer-songwriter      f     181     Hiromi Satō   \n",
+       "2  n009277      Japanese fashion model      m     409     Ranko Kanbe   \n",
+       "3  n009276           Japanese musician      f     177    Yurie Matsui   \n",
+       "4  n009275               Japanese idol      f     501  Karin Miyamoto   \n",
+       "\n",
+       "   index_new  \n",
+       "0    1808008  \n",
+       "1     943052  \n",
+       "2     595852  \n",
+       "3    2922103  \n",
+       "4    1388262  "
+      ]
+     },
+     "execution_count": 465,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_identity_meta.set_index('index_new')\n",
+    "df_identity_meta.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 466,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_identity_meta_new = join(DATA_STORE_NAS, dir_dataset, 'identity_meta_indexed.csv')\n",
+    "df_identity_meta.to_csv(fp_identity_meta_new)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for idx, row in tqdm(df_records.iterrows(), total=len(df_rois)):\n",
+    "  subdir = row['subdir']\n",
+    "  fn = row['fn']\n",
+    "  row_match_subdir = df_records_copy.loc[(df_records_copy['subdir'] == subdir)]\n",
+    "  for idx_subdir, row_subdir in row_match_subdir.iterrows():  \n",
+    "    row_match_fn = row_match.loc[(row_match['fn'] == fn)]\n",
+    "    df_rois.at[idx, 'index'] = \n",
+    "    int(row_match.index[0])\n",
+    "  df_records.drop(df.index[2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 187,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "04ad99a7cba9443ebee5b26a1c4cddf1",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(IntProgress(value=0, max=3325795), HTML(value='')))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Exception ignored in: <bound method tqdm.__del__ of   0%|          | 139/3325795 [01:34<123:32:18,  7.48it/s]>\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/tqdm/_tqdm.py\", line 931, in __del__\n",
+      "    self.close()\n",
+      "  File \"/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/tqdm/_tqdm.py\", line 1133, in close\n",
+      "    self._decr_instances(self)\n",
+      "  File \"/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/tqdm/_tqdm.py\", line 496, in _decr_instances\n",
+      "    cls.monitor.exit()\n",
+      "  File \"/home/adam/anaconda3/envs/megapixels/lib/python3.6/site-packages/tqdm/_monitor.py\", line 52, in exit\n",
+      "    self.join()\n",
+      "  File \"/home/adam/anaconda3/envs/megapixels/lib/python3.6/threading.py\", line 1053, in join\n",
+      "    raise RuntimeError(\"cannot join current thread\")\n",
+      "RuntimeError: cannot join current thread\n"
+     ]
+    },
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-187-f9325ab8bb02>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m   \u001b[0msubdir\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrow\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'subdir'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m   \u001b[0mfn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrow\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'fn'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m   \u001b[0mrow_match\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdf_records\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_records\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'subdir'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0msubdir\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      5\u001b[0m   \u001b[0mrow_match\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrow_match\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrow_match\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'fn'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m   \u001b[0mdf_rois\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mat\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0midx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'index'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrow_match\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/ops.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(self, other, axis)\u001b[0m\n\u001b[1;32m   1281\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1282\u001b[0m             \u001b[0;32mwith\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrstate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mall\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'ignore'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1283\u001b[0;31m                 \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mna_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1284\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mis_scalar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mres\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1285\u001b[0m                 raise TypeError('Could not compare {typ} type with Series'\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/ops.py\u001b[0m in \u001b[0;36mna_op\u001b[0;34m(x, y)\u001b[0m\n\u001b[1;32m   1141\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1142\u001b[0m         \u001b[0;32melif\u001b[0m \u001b[0mis_object_dtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1143\u001b[0;31m             \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_comp_method_OBJECT_ARRAY\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1144\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1145\u001b[0m         \u001b[0;32melif\u001b[0m \u001b[0mis_datetimelike_v_numeric\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/anaconda3/envs/megapixels/lib/python3.6/site-packages/pandas/core/ops.py\u001b[0m in \u001b[0;36m_comp_method_OBJECT_ARRAY\u001b[0;34m(op, x, y)\u001b[0m\n\u001b[1;32m   1120\u001b[0m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlibops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvec_compare\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1121\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1122\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlibops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mscalar_compare\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1123\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1124\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+     ]
+    }
+   ],
+   "source": [
+    "for idx, row in tqdm(df_rois.iterrows(), total=len(df_rois)):\n",
+    "  subdir = row['subdir']\n",
+    "  fn = row['fn']\n",
+    "  row_match_subdir = df_records_copy.loc[(df_records_copy['subdir'] == subdir)]\n",
+    "  for idx_subdir, row_subdir in row_match_subdir.iterrows():  \n",
+    "    row_match_fn = row_match.loc[(row_match['fn'] == fn)]\n",
+    "    df_rois.at[idx, 'index'] = int(row_match.index[0])\n",
+    "  df_records.drop(df.index[2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 184,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "subdir = 'test/n006211'\n",
+    "rows_records = df_records.loc[df_records['subdir'] == subdir]\n",
+    "rows_rois = df_rois.loc[df_rois['subdir'] == subdir ]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 181,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Unnamed: 0</th>\n",
+       "      <th>ext</th>\n",
+       "      <th>fn</th>\n",
+       "      <th>h</th>\n",
+       "      <th>image_height</th>\n",
+       "      <th>image_width</th>\n",
+       "      <th>subdir</th>\n",
+       "      <th>w</th>\n",
+       "      <th>x</th>\n",
+       "      <th>y</th>\n",
+       "      <th>index</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.473333</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.668246</td>\n",
+       "      <td>0.279621</td>\n",
+       "      <td>0.280000</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0089_01</td>\n",
+       "      <td>0.326667</td>\n",
+       "      <td>304</td>\n",
+       "      <td>214</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.464455</td>\n",
+       "      <td>-0.156398</td>\n",
+       "      <td>0.120000</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0168_01</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>471</td>\n",
+       "      <td>419</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.443609</td>\n",
+       "      <td>0.263158</td>\n",
+       "      <td>0.273333</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0213_01</td>\n",
+       "      <td>0.462745</td>\n",
+       "      <td>408</td>\n",
+       "      <td>480</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.246667</td>\n",
+       "      <td>0.082353</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>4</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0115_01</td>\n",
+       "      <td>0.438662</td>\n",
+       "      <td>360</td>\n",
+       "      <td>401</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>0.286667</td>\n",
+       "      <td>0.245353</td>\n",
+       "      <td>4</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>5</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0511_02</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>417</td>\n",
+       "      <td>415</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.395973</td>\n",
+       "      <td>0.265101</td>\n",
+       "      <td>0.233333</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>6</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0032_01</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>143</td>\n",
+       "      <td>125</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.450382</td>\n",
+       "      <td>0.255725</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>7</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0502_01</td>\n",
+       "      <td>0.326667</td>\n",
+       "      <td>288</td>\n",
+       "      <td>252</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.377863</td>\n",
+       "      <td>0.603053</td>\n",
+       "      <td>0.583333</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>8</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0502_01</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>288</td>\n",
+       "      <td>252</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.450382</td>\n",
+       "      <td>0.301527</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>9</td>\n",
+       "      <td>jpg</td>\n",
+       "      <td>0201_01</td>\n",
+       "      <td>0.393333</td>\n",
+       "      <td>187</td>\n",
+       "      <td>164</td>\n",
+       "      <td>test/n006211</td>\n",
+       "      <td>0.448669</td>\n",
+       "      <td>0.243346</td>\n",
+       "      <td>0.313333</td>\n",
+       "      <td>9</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   Unnamed: 0  ext       fn         h  image_height  image_width  \\\n",
+       "0           0  jpg  0089_01  0.473333           304          214   \n",
+       "1           1  jpg  0089_01  0.326667           304          214   \n",
+       "2           2  jpg  0168_01  0.393333           471          419   \n",
+       "3           3  jpg  0213_01  0.462745           408          480   \n",
+       "4           4  jpg  0115_01  0.438662           360          401   \n",
+       "5           5  jpg  0511_02  0.393333           417          415   \n",
+       "6           6  jpg  0032_01  0.393333           143          125   \n",
+       "7           7  jpg  0502_01  0.326667           288          252   \n",
+       "8           8  jpg  0502_01  0.393333           288          252   \n",
+       "9           9  jpg  0201_01  0.393333           187          164   \n",
+       "\n",
+       "         subdir         w         x         y index  \n",
+       "0  test/n006211  0.668246  0.279621  0.280000     0  \n",
+       "1  test/n006211  0.464455 -0.156398  0.120000     0  \n",
+       "2  test/n006211  0.443609  0.263158  0.273333     1  \n",
+       "3  test/n006211  0.393333  0.246667  0.082353     2  \n",
+       "4  test/n006211  0.393333  0.286667  0.245353     4  \n",
+       "5  test/n006211  0.395973  0.265101  0.233333     6  \n",
+       "6  test/n006211  0.450382  0.255725  0.313333     7  \n",
+       "7  test/n006211  0.377863  0.603053  0.583333     8  \n",
+       "8  test/n006211  0.450382  0.301527  0.313333     8  \n",
+       "9  test/n006211  0.448669  0.243346  0.313333     9  "
+      ]
+     },
+     "execution_count": 181,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_rois.head(10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_meta.to_csv(fp_out)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_meta = join(dir_dataset, 'identity_meta_kg_clean.csv')\n",
+    "df = pd.read_csv(fp_meta)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "descs = []\n",
+    "for idx, row in df.iterrows():\n",
+    "  descs.append(row['description'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "descs = set(descs)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 472,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_identity_meta = join(DATA_STORE_NAS, dir_dataset, 'identity_meta_indexed.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 473,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_identity_meta = pd.read_csv(fp_identity_meta)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 474,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>class_id</th>\n",
+       "      <th>description</th>\n",
+       "      <th>gender</th>\n",
+       "      <th>images</th>\n",
+       "      <th>name</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>n000001</td>\n",
+       "      <td>Dalai Lama</td>\n",
+       "      <td>m</td>\n",
+       "      <td>424</td>\n",
+       "      <td>14th Dalai Lama</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>n000002</td>\n",
+       "      <td>American singer-songwriter</td>\n",
+       "      <td>f</td>\n",
+       "      <td>315</td>\n",
+       "      <td>A Fine Frenzy</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>n000003</td>\n",
+       "      <td>British writer</td>\n",
+       "      <td>m</td>\n",
+       "      <td>205</td>\n",
+       "      <td>A. A. Gill</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>n000004</td>\n",
+       "      <td>Canadian-Irish actor</td>\n",
+       "      <td>m</td>\n",
+       "      <td>387</td>\n",
+       "      <td>AJ Buckley</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>n000005</td>\n",
+       "      <td>Baseball catcher</td>\n",
+       "      <td>m</td>\n",
+       "      <td>229</td>\n",
+       "      <td>AJ Pierzynski</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  class_id                 description gender  images             name\n",
+       "0  n000001                  Dalai Lama      m     424  14th Dalai Lama\n",
+       "1  n000002  American singer-songwriter      f     315    A Fine Frenzy\n",
+       "2  n000003              British writer      m     205       A. A. Gill\n",
+       "3  n000004        Canadian-Irish actor      m     387       AJ Buckley\n",
+       "4  n000005            Baseball catcher      m     229    AJ Pierzynski"
+      ]
+     },
+     "execution_count": 474,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_identity_meta.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 475,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_identity_meta.index.name = 'index'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 476,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_identity_meta.to_csv(fp_identity_meta)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/datasets/vgg_face2/vgg_names.ipynb b/megapixels/notebooks/datasets/vgg_face2/vgg_names.ipynb
new file mode 100644
index 00000000..f792bc81
--- /dev/null
+++ b/megapixels/notebooks/datasets/vgg_face2/vgg_names.ipynb
@@ -0,0 +1,10028 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# VGG Face2 Names\n",
+    "\n",
+    "- add knowledge graph description with socre"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import os\n",
+    "from os.path import join\n",
+    "import math\n",
+    "from glob import glob\n",
+    "from random import randint\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "import time\n",
+    "import datetime\n",
+    "import requests\n",
+    "import json\n",
+    "import urllib\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.utils import file_utils"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_STORE = '/data_store_nas/'\n",
+    "dir_dataset = join(DATA_STORE, 'datasets/people/vgg_face2')\n",
+    "fp_meta = join(dir_dataset, 'identity_meta_test.csv')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# load names\n",
+    "df_meta = pd.read_csv(fp_meta)\n",
+    "meta = df_meta.to_dict('index')\n",
+    "meta_orig = meta.copy()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# change first_last to first last\n",
+    "for idx, item in meta.items():\n",
+    "  name = item['name'].replace('_',' ')\n",
+    "  if '. ' in name[:3] and '. ' in name[2:6]:\n",
+    "    name = name[:6].replace('. ', '') + ' ' + name[6:]\n",
+    "  item['name'] = name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>class_id</th>\n",
+       "      <th>name</th>\n",
+       "      <th>images</th>\n",
+       "      <th>flag</th>\n",
+       "      <th>gender</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>n000001</td>\n",
+       "      <td>14th_Dalai_Lama</td>\n",
+       "      <td>424</td>\n",
+       "      <td>0</td>\n",
+       "      <td>m</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>n000002</td>\n",
+       "      <td>A_Fine_Frenzy</td>\n",
+       "      <td>315</td>\n",
+       "      <td>1</td>\n",
+       "      <td>f</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>n000003</td>\n",
+       "      <td>A._A._Gill</td>\n",
+       "      <td>205</td>\n",
+       "      <td>1</td>\n",
+       "      <td>m</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>n000004</td>\n",
+       "      <td>A._J._Buckley</td>\n",
+       "      <td>387</td>\n",
+       "      <td>1</td>\n",
+       "      <td>m</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>n000005</td>\n",
+       "      <td>A._J._Pierzynski</td>\n",
+       "      <td>229</td>\n",
+       "      <td>1</td>\n",
+       "      <td>m</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  class_id              name  images  flag gender\n",
+       "0  n000001   14th_Dalai_Lama     424     0      m\n",
+       "1  n000002     A_Fine_Frenzy     315     1      f\n",
+       "2  n000003        A._A._Gill     205     1      m\n",
+       "3  n000004     A._J._Buckley     387     1      m\n",
+       "4  n000005  A._J._Pierzynski     229     1      m"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df_meta.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "api_key = open('/work/megapixels_dev/3rdparty/knowledge-graph-api/.api_key').read()\n",
+    "\n",
+    "def get_knowledge(q, api_key):\n",
+    "  service_url = 'https://kgsearch.googleapis.com/v1/entities:search'\n",
+    "  params = {\n",
+    "      'query': q,\n",
+    "      'limit': 5,\n",
+    "      'indent': True,\n",
+    "      'key': api_key,\n",
+    "      }\n",
+    "  url = service_url + '?' + urllib.parse.urlencode(params)  # TODO: use requests\n",
+    "  response = json.loads(urllib.request.urlopen(url).read())\n",
+    "  response = response.get('itemListElement', [])\n",
+    "  if len(response) > 0:\n",
+    "    result = response[0].get('result', [])\n",
+    "    result['score'] = response[0]['resultScore']\n",
+    "    return result\n",
+    "  else:\n",
+    "    return []"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: AR Rahman, score: 465.11087, desc: Persian poet, 5 / 9131, 0.00\n",
+      "OK: A. Raja, score: 229.269058, desc: Educationist, 6 / 9131, 0.00\n",
+      "OK: AB de Villiers, score: 934.870728, desc: South African cricketer, 7 / 9131, 0.00\n",
+      "OK: AYAMI, score: 30.762762, desc: Japanese actress, 8 / 9131, 0.00\n",
+      "OK: Aamani, score: 35.454906, desc: Indian actress, 9 / 9131, 0.00\n",
+      "OK: Aamna Sharif, score: 452.583496, desc: Indian actress, 10 / 9131, 0.00\n",
+      "OK: Aaron Ashmore, score: 474.85495, desc: Canadian film actor, 11 / 9131, 0.00\n",
+      "OK: Aaron Hernandez, score: 584.928528, desc: Football tight end, 12 / 9131, 0.00\n",
+      "OK: Aaron Lennon, score: 523.926147, desc: Soccer player, 13 / 9131, 0.00\n",
+      "OK: Aaron Motsoaledi, score: 415.119965, desc: South African Minister of Health, 14 / 9131, 0.00\n",
+      "OK: Aaron Ramsey, score: 648.440491, desc: Soccer player, 15 / 9131, 0.00\n",
+      "OK: Aaron Rodgers, score: 846.989441, desc: Football quarterback, 16 / 9131, 0.00\n",
+      "OK: Aaron Schock, score: 474.634094, desc: Former United States Representative, 17 / 9131, 0.00\n",
+      "OK: Aaron Stanford, score: 478.06955, desc: American actor, 18 / 9131, 0.00\n",
+      "OK: Aaron Taylor-Johnson, score: 825.375244, desc: Actor, 19 / 9131, 0.00\n",
+      "OK: Aaron Tippin, score: 500.674744, desc: American musical artist, 20 / 9131, 0.00\n",
+      "OK: Aarti Chhabria, score: 251.003616, desc: Indian actress, 21 / 9131, 0.00\n",
+      "OK: Aarón Díaz, score: 538.08429, desc: Mexican actor, 22 / 9131, 0.00\n",
+      "OK: Abbey Clancy, score: 534.573669, desc: Model, 23 / 9131, 0.00\n",
+      "OK: Abby Elliott, score: 492.397308, desc: American actress, 24 / 9131, 0.00\n",
+      "OK: Abdelaziz Bouteflika, score: 653.822571, desc: President of Algeria, 25 / 9131, 0.00\n",
+      "OK: Abdul Hadi Awang, score: 605.881287, desc: President of the Pan-Malaysian Islamic Party, 26 / 9131, 0.00\n",
+      "OK: Abdul Qadeer Khan, score: 740.19043, desc: Pakistani physicist, 27 / 9131, 0.00\n",
+      "OK: Abdullah II of Jordan, score: 1025.257324, desc: King of Jordan, 28 / 9131, 0.00\n",
+      "OK: Abdüllatif Şener, score: 483.411591, desc: Turkish Politician, 29 / 9131, 0.00\n",
+      "OK: Abel Braga, score: 601.005798, desc: Brazilian football manager, 30 / 9131, 0.00\n",
+      "OK: Abhay Deol, score: 500.403351, desc: Indian actor, 31 / 9131, 0.00\n",
+      "OK: Abhinav Bindra, score: 505.12085, desc: Indian businessman, 32 / 9131, 0.00\n",
+      "OK: Abou Diaby, score: 523.740417, desc: French soccer player, 33 / 9131, 0.00\n",
+      "OK: Abu Qatada, score: 425.091919, desc: , 34 / 9131, 0.00\n",
+      "OK: Aburizal Bakrie, score: 440.600342, desc: Indonesian Politician, 35 / 9131, 0.00\n",
+      "OK: Aby Rosen, score: 383.887787, desc: American-German real estate investor, 36 / 9131, 0.00\n",
+      "OK: Aca Lukas, score: 488.716125, desc: Serbian singer, 37 / 9131, 0.00\n",
+      "OK: Acha Septriasa, score: 450.245972, desc: Indonesian actress, 38 / 9131, 0.00\n",
+      "OK: Aco Petrović, score: 336.213379, desc: Croatian basketball player, 39 / 9131, 0.00\n",
+      "OK: Acun Ilıcalı, score: 544.659546, desc: Turkish entrepreneur, 40 / 9131, 0.00\n",
+      "OK: Ada Yonath, score: 456.859131, desc: Israeli crystallographer, 41 / 9131, 0.00\n",
+      "OK: Adah Sharma, score: 504.833771, desc: Indian film actress, 42 / 9131, 0.00\n",
+      "OK: Adal Ramones, score: 465.367462, desc: Mexican television host, 43 / 9131, 0.00\n",
+      "OK: Adam Alsing, score: 397.706818, desc: Swedish television host, 44 / 9131, 0.00\n",
+      "OK: Adam Ashley-Cooper, score: 576.284546, desc: Australian rugby player, 45 / 9131, 0.00\n",
+      "OK: Adam Bandt, score: 439.677704, desc: Member of the Australian Parliament, 46 / 9131, 0.01\n",
+      "OK: Adam Boniecki, score: 313.674683, desc: Polish priest, 47 / 9131, 0.01\n",
+      "OK: Adam Darski, score: 492.125671, desc: Polish musician, 48 / 9131, 0.01\n",
+      "OK: Adam Duritz, score: 486.00705, desc: American musician, 49 / 9131, 0.01\n",
+      "OK: Adam Gilchrist, score: 698.939392, desc: Australian cricketer, 50 / 9131, 0.01\n",
+      "OK: Adam Housley, score: 482.919037, desc: American journalist, 51 / 9131, 0.01\n",
+      "OK: Adam Irigoyen, score: 460.459412, desc: American actor, 52 / 9131, 0.01\n",
+      "OK: Adam Johnson, score: 553.078369, desc: Soccer player, 53 / 9131, 0.01\n",
+      "OK: Adam Lallana, score: 604.484192, desc: Soccer player, 54 / 9131, 0.01\n",
+      "OK: Adam Liaw, score: 406.193268, desc: Australian lawyer, 55 / 9131, 0.01\n",
+      "OK: Adam Michnik, score: 465.703735, desc: Polish historian, 56 / 9131, 0.01\n",
+      "OK: Adam Nawałka, score: 604.9151, desc: Polish soccer player, 57 / 9131, 0.01\n",
+      "OK: Adam Pascal, score: 459.501984, desc: American actor, 58 / 9131, 0.01\n",
+      "OK: Adam Richman, score: 492.740997, desc: American actor, 59 / 9131, 0.01\n",
+      "OK: Adam Rodríguez, score: 569.124939, desc: American actor, 60 / 9131, 0.01\n",
+      "OK: Adam Schiff, score: 590.896729, desc: U.S. Representative, 61 / 9131, 0.01\n",
+      "OK: Adam Senn, score: 431.607605, desc: Model, 62 / 9131, 0.01\n",
+      "OK: Adam Silver, score: 497.835938, desc: Commissioner of the NBA, 63 / 9131, 0.01\n",
+      "OK: Adam Sztaba, score: 428.07196, desc: Polish composer, 64 / 9131, 0.01\n",
+      "OK: Adam Yauch, score: 590.611938, desc: American rapper, 65 / 9131, 0.01\n",
+      "OK: Adamari López, score: 538.946045, desc: Puerto Rican actress, 66 / 9131, 0.01\n",
+      "OK: Addison Timlin, score: 536.007996, desc: American actress, 67 / 9131, 0.01\n",
+      "OK: Additi Gupta, score: 462.202148, desc: Indian actress, 68 / 9131, 0.01\n",
+      "OK: Adel Taarabt, score: 528.660645, desc: Soccer player, 69 / 9131, 0.01\n",
+      "OK: Adele Silva, score: 414.025879, desc: Actress, 70 / 9131, 0.01\n",
+      "OK: Adelina Ismajli, score: 422.332947, desc: Kosovar singer, 71 / 9131, 0.01\n",
+      "OK: Adelinde Cornelissen, score: 374.561737, desc: , 72 / 9131, 0.01\n",
+      "OK: Aden Young, score: 465.755096, desc: Australian-Canadian actor, 73 / 9131, 0.01\n",
+      "OK: Aderbal Freire Filho, score: 562.271301, desc: Brazilian actor, 74 / 9131, 0.01\n",
+      "OK: Adewale Akinnuoye-Agbaje, score: 763.968933, desc: Actor, 75 / 9131, 0.01\n",
+      "OK: Adhyaksa Dault, score: 339.732208, desc: Former minister in the Indonesian government, 76 / 9131, 0.01\n",
+      "OK: Adhyayan Suman, score: 398.720032, desc: Indian actor, 77 / 9131, 0.01\n",
+      "OK: Adil Rami, score: 655.360718, desc: Soccer player, 78 / 9131, 0.01\n",
+      "OK: Aditi Rao Hydari, score: 764.602478, desc: Indian actress, 79 / 9131, 0.01\n",
+      "OK: Aditya Roy Kapur, score: 714.578308, desc: Indian film actor, 80 / 9131, 0.01\n",
+      "OK: Aditya Seal, score: 397.016876, desc: Indian model, 81 / 9131, 0.01\n",
+      "OK: Aditya Srivastava, score: 467.254913, desc: Indian film actor, 82 / 9131, 0.01\n",
+      "OK: Aditya Thackeray, score: 414.220123, desc: Political leader, 83 / 9131, 0.01\n",
+      "OK: Admir Mehmedi, score: 511.001862, desc: Soccer player, 84 / 9131, 0.01\n",
+      "OK: Adnan Sami, score: 602.41272, desc: Singer, 85 / 9131, 0.01\n",
+      "OK: Adrian Newey, score: 500.499176, desc: Chief Technical Officer of the Red Bull Racing, 86 / 9131, 0.01\n",
+      "OK: Adrian Pasdar, score: 504.084473, desc: American actor, 87 / 9131, 0.01\n",
+      "OK: Adrian Sutil, score: 492.680359, desc: German racing driver, 88 / 9131, 0.01\n",
+      "OK: Adriana Ugarte, score: 474.099091, desc: Spanish actress, 89 / 9131, 0.01\n",
+      "OK: Adriana Vasini, score: 348.987915, desc: Venezuelan model, 90 / 9131, 0.01\n",
+      "OK: Adrianna Costa, score: 358.880432, desc: American television personality, 91 / 9131, 0.01\n",
+      "OK: Adrianne León, score: 345.51593, desc: Singer-songwriter, 92 / 9131, 0.01\n",
+      "OK: Adriano Leite Ribeiro, score: 972.029297, desc: Brazilian soccer player, 93 / 9131, 0.01\n",
+      "OK: Adriean Videanu, score: 375.014069, desc: Businessman, 94 / 9131, 0.01\n",
+      "OK: Adrien Broner, score: 546.428528, desc: American professional boxer, 95 / 9131, 0.01\n",
+      "OK: Adrienne Bailon, score: 595.206726, desc: American singer, 96 / 9131, 0.01\n",
+      "OK: Adrienne Frantz, score: 421.118622, desc: American actress, 97 / 9131, 0.01\n",
+      "OK: Adrienne Janic, score: 430.084717, desc: American actress, 98 / 9131, 0.01\n",
+      "OK: Adrienne Maloof, score: 449.217743, desc: American businesswoman, 99 / 9131, 0.01\n",
+      "OK: Adán Chávez, score: 379.558685, desc: Venezuelan Politician, 100 / 9131, 0.01\n",
+      "OK: Adílson Batista, score: 538.193726, desc: Brazilian soccer player, 101 / 9131, 0.01\n",
+      "OK: Aftab Shivdasani, score: 514.404846, desc: Indian film actor, 102 / 9131, 0.01\n",
+      "OK: Agata Buzek, score: 447.402405, desc: Polish actress, 103 / 9131, 0.01\n",
+      "OK: Agata Kulesza, score: 486.123138, desc: Polish film actress, 104 / 9131, 0.01\n",
+      "OK: Agata Passent, score: 360.342255, desc: Polish journalist, 105 / 9131, 0.01\n",
+      "OK: Agnes Zawadzki, score: 307.593811, desc: American medalist, 106 / 9131, 0.01\n",
+      "OK: Agneta Sjödin, score: 428.351746, desc: Swedish television presenter, 107 / 9131, 0.01\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Agnieszka Grochowska, score: 407.996613, desc: Polish actress, 108 / 9131, 0.01\n",
+      "OK: Agnieszka Maciag, score: 430.370483, desc: Model, 109 / 9131, 0.01\n",
+      "OK: Agnieszka Radwańska, score: 712.641785, desc: Polish tennis player, 110 / 9131, 0.01\n",
+      "OK: Agnieszka Wagner, score: 404.483246, desc: Polish actress, 111 / 9131, 0.01\n",
+      "OK: Agnieszka Włodarczyk, score: 477.707214, desc: Polish actress, 112 / 9131, 0.01\n",
+      "OK: Agnès Jaoui, score: 517.279846, desc: French actress, 113 / 9131, 0.01\n",
+      "OK: Agot Isidro, score: 442.114258, desc: Philippine singer, 114 / 9131, 0.01\n",
+      "OK: Agung Laksono, score: 374.144836, desc: Former Speaker of the Indonesian People's Representative Council, 115 / 9131, 0.01\n",
+      "OK: Agus Martowardojo, score: 370.383728, desc: Former Governor of Bank Indonesia, 116 / 9131, 0.01\n",
+      "OK: Agustina Cherri, score: 457.723877, desc: Argentine actress, 117 / 9131, 0.01\n",
+      "OK: Agustina Cordova, score: 350.110229, desc: Argentina actor, 118 / 9131, 0.01\n",
+      "OK: Agustín Carstens, score: 440.796295, desc: General Manager of the Bank for International Settlements, 119 / 9131, 0.01\n",
+      "OK: Agustín Creevy, score: 426.77594, desc: , 120 / 9131, 0.01\n",
+      "OK: Agustín Orión, score: 472.359924, desc: Soccer goalkeeper, 121 / 9131, 0.01\n",
+      "OK: Agustín Pichot, score: 427.910553, desc: , 122 / 9131, 0.01\n",
+      "OK: Ahlam, score: 44.643871, desc: Emirati singer, 123 / 9131, 0.01\n",
+      "OK: Ahmad Haidar, score: 321.255676, desc: Bodybuilder, 124 / 9131, 0.01\n",
+      "OK: Ahmad Zahid Hamidi, score: 779.7146, desc: President (Acting) of the United Malays National Organisation, 125 / 9131, 0.01\n",
+      "OK: Ahmed Elmohamady, score: 502.869202, desc: Egyptian soccer player, 126 / 9131, 0.01\n",
+      "OK: Ahmed Shehzad, score: 517.067322, desc: Pakistani cricketer, 127 / 9131, 0.01\n",
+      "OK: Ahmet Davutoğlu, score: 611.967041, desc: Former Prime Minister of Turkey, 128 / 9131, 0.01\n",
+      "OK: Ahmet Türk, score: 430.173523, desc: Politician, 129 / 9131, 0.01\n",
+      "OK: Ahmet Çakar, score: 514.412109, desc: Turkish sportscaster, 130 / 9131, 0.01\n",
+      "OK: Ahn Jae-wook, score: 636.314697, desc: South Korean actor, 131 / 9131, 0.01\n",
+      "OK: Ahu Tuğba, score: 450.463654, desc: Turkish actress, 132 / 9131, 0.01\n",
+      "OK: Ai Fukuhara, score: 558.852722, desc: Japanese player, 133 / 9131, 0.01\n",
+      "OK: Ai Kato, score: 497.984802, desc: Japanese actress, 134 / 9131, 0.01\n",
+      "OK: Ai Miyazato, score: 490.806793, desc: Japanese professional golfer, 135 / 9131, 0.01\n",
+      "OK: Ai Sugiyama, score: 579.664612, desc: Japanese tennis player, 136 / 9131, 0.01\n",
+      "OK: Ai Takahashi, score: 568.983521, desc: Japanese singer, 137 / 9131, 0.02\n",
+      "OK: Ai Tominaga, score: 444.094971, desc: Japanese fashion model, 138 / 9131, 0.02\n",
+      "OK: Ai-Ai de las Alas, score: 1024.591553, desc: Filipino film actress, 139 / 9131, 0.02\n",
+      "OK: Aiden McGeady, score: 522.02124, desc: Soccer player, 140 / 9131, 0.02\n",
+      "OK: Aidan Turner, score: 611.198242, desc: Irish actor, 141 / 9131, 0.02\n",
+      "OK: Aika Oota, score: 216.082062, desc: Japanese idol, 142 / 9131, 0.02\n",
+      "OK: Aimee Mullins, score: 513.019775, desc: Athlete, 143 / 9131, 0.02\n",
+      "OK: Aimee Teegarden, score: 530.370789, desc: American actress, 144 / 9131, 0.02\n",
+      "OK: Aindrita Ray, score: 450.314911, desc: Indian film actress, 145 / 9131, 0.02\n",
+      "OK: Airi Suzuki, score: 569.379639, desc: Japanese singer, 146 / 9131, 0.02\n",
+      "OK: Aishwarya Rai Bachchan, score: 848.488953, desc: Indian actress, 147 / 9131, 0.02\n",
+      "OK: Aitana Sánchez-Gijón, score: 668.289429, desc: Film actress, 148 / 9131, 0.02\n",
+      "OK: Aitor Karanka, score: 495.046661, desc: Spanish soccer player, 149 / 9131, 0.02\n",
+      "OK: Aitor Ocio, score: 443.330872, desc: Spanish soccer player, 150 / 9131, 0.02\n",
+      "OK: Ajay Devgan, score: 732.357727, desc: Indian film actor, 151 / 9131, 0.02\n",
+      "OK: Ajay Rochester, score: 361.747162, desc: Australian actress, 152 / 9131, 0.02\n",
+      "OK: Ajda Pekkan, score: 608.229431, desc: Turkish singer, 153 / 9131, 0.02\n",
+      "OK: Ajit Pawar, score: 417.511902, desc: Indian Politician, 154 / 9131, 0.02\n",
+      "OK: Akbar Tandjung, score: 378.040131, desc: Former Speaker of the Indonesian People's Representative Council, 155 / 9131, 0.02\n",
+      "OK: Akhilesh Yadav, score: 559.893677, desc: Former Chief Minister of Uttar Pradesh, 156 / 9131, 0.02\n",
+      "OK: Aki Hoshino, score: 474.729828, desc: Japanese idol, 157 / 9131, 0.02\n",
+      "OK: Akio Toyoda, score: 442.904846, desc: Japanese executive, 158 / 9131, 0.02\n",
+      "OK: Akkaphan Namart, score: 401.595337, desc: Thai actor, 159 / 9131, 0.02\n",
+      "OK: Akkineni Nagarjuna, score: 660.886047, desc: Indian film actor, 160 / 9131, 0.02\n",
+      "OK: Aksel Lund Svindal, score: 743.393311, desc: Alpine ski racer, 161 / 9131, 0.02\n",
+      "OK: Akshay Oberoi, score: 399.256897, desc: Film actor, 162 / 9131, 0.02\n",
+      "OK: Al Bano Carrisi, score: 513.669739, desc: Italian actor, 163 / 9131, 0.02\n",
+      "OK: Al Franken, score: 698.504333, desc: Former United States Senator, 164 / 9131, 0.02\n",
+      "OK: Al Golden, score: 428.94455, desc: Football coach, 165 / 9131, 0.02\n",
+      "OK: Al Jarreau, score: 593.416748, desc: American singer, 166 / 9131, 0.02\n",
+      "OK: Al Murray, score: 486.269073, desc: Comedian, 167 / 9131, 0.02\n",
+      "OK: Al Roker, score: 569.182495, desc: American weather forecaster, 168 / 9131, 0.02\n",
+      "OK: Al Sharpton, score: 693.414978, desc: American activist, 169 / 9131, 0.02\n",
+      "OK: Al-Farouq Aminu, score: 645.275818, desc: American-Nigerian basketball player, 170 / 9131, 0.02\n",
+      "OK: Alain Barrière, score: 513.689514, desc: French singer, 171 / 9131, 0.02\n",
+      "OK: Alain Finkielkraut, score: 509.143494, desc: French philosopher, 172 / 9131, 0.02\n",
+      "OK: Alain Juppé, score: 594.28479, desc: Former Prime Minister of France, 173 / 9131, 0.02\n",
+      "OK: Alain Minc, score: 400.235321, desc: French businessman, 174 / 9131, 0.02\n",
+      "OK: Alain Traoré, score: 504.957031, desc: Burkinabé soccer player, 175 / 9131, 0.02\n",
+      "OK: Alain Vigneault, score: 440.072388, desc: Canadian ice hockey coach, 176 / 9131, 0.02\n",
+      "OK: Alaina Huffman, score: 439.045685, desc: Canadian film actress, 177 / 9131, 0.02\n",
+      "OK: Alan Carr, score: 537.047119, desc: Comedian, 178 / 9131, 0.02\n",
+      "OK: Alan Dzagoev, score: 578.246948, desc: Soccer player, 179 / 9131, 0.02\n",
+      "OK: Alan Hutton, score: 473.011719, desc: Soccer player, 180 / 9131, 0.02\n",
+      "OK: Alan Mulally, score: 467.043274, desc: American engineer, 181 / 9131, 0.02\n",
+      "OK: Alan Pardew, score: 529.111389, desc: Football manager, 182 / 9131, 0.02\n",
+      "OK: Alan Shearer, score: 694.183044, desc: English soccer player, 183 / 9131, 0.02\n",
+      "OK: Alan Sugar, score: 597.532715, desc: Business magnate, 184 / 9131, 0.02\n",
+      "OK: Alana Curry, score: 305.424225, desc: Actress, 185 / 9131, 0.02\n",
+      "OK: Alana Nichols, score: 342.789154, desc: American basketball player, 186 / 9131, 0.02\n",
+      "OK: Alana de la Garza, score: 896.381409, desc: American actress, 187 / 9131, 0.02\n",
+      "OK: Alassane Ouattara, score: 535.53595, desc: President of the Ivory Coast, 188 / 9131, 0.02\n",
+      "OK: Alastair Cook, score: 616.709839, desc: Cricketer, 189 / 9131, 0.02\n",
+      "OK: Albert Boadella, score: 397.964478, desc: Spanish actor, 190 / 9131, 0.02\n",
+      "OK: Albert Cartier, score: 383.692871, desc: Soccer player, 191 / 9131, 0.02\n",
+      "OK: Albert Pujols, score: 679.876038, desc: Baseball first baseman, 192 / 9131, 0.02\n",
+      "OK: Albert Ramos, score: 566.413147, desc: Spanish tennis player, 193 / 9131, 0.02\n",
+      "OK: Albert Sosnowski, score: 362.666565, desc: Polish boxer, 194 / 9131, 0.02\n",
+      "OK: Alberto Del Rio, score: 909.315186, desc: Mexican professional wrestler, 195 / 9131, 0.02\n",
+      "OK: Alberto Fujimori, score: 549.709839, desc: Politician, 196 / 9131, 0.02\n",
+      "OK: Alberto Malesani, score: 501.72226, desc: Italian soccer manager, 197 / 9131, 0.02\n",
+      "OK: Alberto Núñez Feijóo, score: 645.612122, desc: Government official, 198 / 9131, 0.02\n",
+      "OK: Alberto Ruiz-Gallardón, score: 638.44342, desc: Spanish Politician, 199 / 9131, 0.02\n",
+      "OK: Alberto San Juan, score: 559.156311, desc: Spanish film actor, 200 / 9131, 0.02\n",
+      "OK: Albie Casiño, score: 406.268799, desc: Filipino actor, 201 / 9131, 0.02\n",
+      "OK: Aldo Rebelo, score: 424.456055, desc: Brazilian Politician, 202 / 9131, 0.02\n",
+      "OK: Aldo de Nigris, score: 606.042664, desc: Mexican soccer player, 203 / 9131, 0.02\n",
+      "OK: Alec Burks, score: 423.801422, desc: American basketball player, 204 / 9131, 0.02\n",
+      "OK: Alecsandro, score: 34.314789, desc: Brazilian soccer player, 205 / 9131, 0.02\n",
+      "OK: Alejandra Barros, score: 460.016083, desc: Mexican actress, 206 / 9131, 0.02\n",
+      "OK: Alejandro Chabán, score: 403.967133, desc: Venezuelan actor, 207 / 9131, 0.02\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Alejandro Escovedo, score: 490.664948, desc: American musician, 208 / 9131, 0.02\n",
+      "OK: Alejandro Falla, score: 450.014984, desc: Tennis player, 209 / 9131, 0.02\n",
+      "OK: Alejandro Fernández, score: 687.746094, desc: Mexican singer, 210 / 9131, 0.02\n",
+      "OK: Alejandro González Iñárritu, score: 959.804077, desc: Mexican film director, 211 / 9131, 0.02\n",
+      "OK: Alejandro Sabella, score: 551.713013, desc: Argentine football manager, 212 / 9131, 0.02\n",
+      "OK: Alejandro Sanz, score: 676.492676, desc: Spanish singer-songwriter, 213 / 9131, 0.02\n",
+      "OK: Alejandro Tous, score: 389.803589, desc: Spanish actor, 214 / 9131, 0.02\n",
+      "OK: Alejo Sauras, score: 429.060486, desc: Spanish actor, 215 / 9131, 0.02\n",
+      "OK: Alek Wek, score: 496.919037, desc: British-Sudanese model, 216 / 9131, 0.02\n",
+      "OK: Aleks Syntek, score: 525.40863, desc: Mexican singer-songwriter, 217 / 9131, 0.02\n",
+      "OK: Aleksandar Mitrović, score: 625.375, desc: Serbian soccer player, 218 / 9131, 0.02\n",
+      "OK: Aleksandar Vučić, score: 581.469116, desc: President of Serbia, 219 / 9131, 0.02\n",
+      "OK: Aleksandar Šapić, score: 537.983826, desc: Serbian politician, 220 / 9131, 0.02\n",
+      "OK: Aleksander Kwaśniewski, score: 524.364014, desc: Former President of Poland, 221 / 9131, 0.02\n",
+      "OK: Aleksandr Kokorin, score: 554.823425, desc: Soccer player, 222 / 9131, 0.02\n",
+      "OK: Aleksandra Kisio, score: 382.117432, desc: Polish actress, 223 / 9131, 0.02\n",
+      "OK: Aleksandra Kwasniewska, score: 359.035248, desc: Polish television presenter, 224 / 9131, 0.02\n",
+      "OK: Aleksandra Nieśpielak, score: 360.07901, desc: Actress, 225 / 9131, 0.02\n",
+      "OK: Aleksandra Radović, score: 452.076843, desc: Singer, 226 / 9131, 0.02\n",
+      "OK: Alela Diane, score: 449.172119, desc: American singer, 227 / 9131, 0.02\n",
+      "OK: Alena Zavarzina, score: 409.676514, desc: Snowboarder, 228 / 9131, 0.02\n",
+      "OK: Alesana Tuilagi, score: 415.570465, desc: , 229 / 9131, 0.03\n",
+      "OK: Alesha Dixon, score: 665.522278, desc: British singer, 230 / 9131, 0.03\n",
+      "OK: Alesia Raut, score: 350.577057, desc: Indian model, 231 / 9131, 0.03\n",
+      "OK: Alessandra Amoroso, score: 565.339233, desc: Italian singer, 232 / 9131, 0.03\n",
+      "OK: Alessandra Facchinetti, score: 362.660919, desc: Italian fashion designer, 233 / 9131, 0.03\n",
+      "OK: Alessandra Mastronardi, score: 487.082733, desc: Italian actress, 234 / 9131, 0.03\n",
+      "OK: Alessandra Mussolini, score: 507.442627, desc: Italian Politician, 235 / 9131, 0.03\n",
+      "OK: Alessandra Negrini, score: 520.687378, desc: Brazilian actress, 236 / 9131, 0.03\n",
+      "OK: Alessandro Del Piero, score: 923.986328, desc: Italian soccer player, 237 / 9131, 0.03\n",
+      "OK: Alessandro Nesta, score: 581.137817, desc: Italian football manager, 238 / 9131, 0.03\n",
+      "OK: Alessandro Nivola, score: 516.207397, desc: American actor, 239 / 9131, 0.03\n",
+      "OK: Alessandro Profumo, score: 366.776672, desc: , 240 / 9131, 0.03\n",
+      "OK: Alessandro Safina, score: 450.185333, desc: Italian operatic tenor, 241 / 9131, 0.03\n",
+      "OK: Alessandro Sartori, score: 315.242401, desc: , 242 / 9131, 0.03\n",
+      "OK: Alessia Filippi, score: 422.448822, desc: Italian swimmer, 243 / 9131, 0.03\n",
+      "OK: Alessia Marcuzzi, score: 511.407379, desc: Italian television host, 244 / 9131, 0.03\n",
+      "OK: Alessio Boni, score: 454.556702, desc: Italian actor, 245 / 9131, 0.03\n",
+      "OK: Alessio Cerci, score: 547.202454, desc: Italian soccer player, 246 / 9131, 0.03\n",
+      "OK: Alex Aniston, score: 319.656738, desc: Jennifer Aniston's brother, 247 / 9131, 0.03\n",
+      "OK: Alex Atala, score: 499.19809, desc: Brazilian chef, 248 / 9131, 0.03\n",
+      "OK: Alex Cora, score: 549.260132, desc: Baseball manager, 249 / 9131, 0.03\n",
+      "OK: Alex Ebert, score: 455.916901, desc: American singer-songwriter, 250 / 9131, 0.03\n",
+      "OK: Alex Ferguson, score: 736.069702, desc: Former soccer player, 251 / 9131, 0.03\n",
+      "OK: Alex Fevola, score: 359.965454, desc: Australian photographer, 252 / 9131, 0.03\n",
+      "OK: Alex Gaskarth, score: 475.180542, desc: American-English singer-songwriter, 253 / 9131, 0.03\n",
+      "OK: Alex Gibney, score: 473.185333, desc: American film director, 254 / 9131, 0.03\n",
+      "OK: Alex Gonzaga, score: 469.698761, desc: Filipino television host, 255 / 9131, 0.03\n",
+      "OK: Alex Lundqvist, score: 367.933258, desc: Swedish model, 256 / 9131, 0.03\n",
+      "OK: Alex Meneses, score: 437.975586, desc: American actress, 257 / 9131, 0.03\n",
+      "OK: Alex Morgan, score: 706.623596, desc: American soccer player, 258 / 9131, 0.03\n",
+      "OK: Alex Noerdin, score: 368.43396, desc: , 259 / 9131, 0.03\n",
+      "OK: Alex OLoughlin, score: 68.403725, desc: Australian actor, 260 / 9131, 0.03\n",
+      "OK: Alex Oxlade-Chamberlain, score: 800.52832, desc: Soccer player, 261 / 9131, 0.03\n",
+      "OK: Alex Salmond, score: 744.831909, desc: Former First Minister of Scotland, 262 / 9131, 0.03\n",
+      "OK: Alex Song, score: 554.309692, desc: Soccer player, 263 / 9131, 0.03\n",
+      "OK: Alex Turner, score: 643.236511, desc: English musician, 264 / 9131, 0.03\n",
+      "OK: Alex van Warmerdam, score: 558.858704, desc: Dutch screenwriter, 265 / 9131, 0.03\n",
+      "OK: Alexa Chung, score: 555.540833, desc: Writer, 266 / 9131, 0.03\n",
+      "OK: Alexa Ray Joel, score: 713.411926, desc: American singer-songwriter, 267 / 9131, 0.03\n",
+      "OK: Alexa Vega, score: 609.285828, desc: American actress, 268 / 9131, 0.03\n",
+      "OK: Alexander Dale Oen, score: 561.337769, desc: Norwegian swimmer, 269 / 9131, 0.03\n",
+      "OK: Alexander Dobrindt, score: 467.986542, desc: Member of the German Bundestag, 270 / 9131, 0.03\n",
+      "OK: Alexander Fehling, score: 430.696014, desc: German film actor, 271 / 9131, 0.03\n",
+      "OK: Alexander Gerst, score: 523.429565, desc: German astronaut, 272 / 9131, 0.03\n",
+      "OK: Alexander Klaws, score: 541.464417, desc: German singer, 273 / 9131, 0.03\n",
+      "OK: Alexander Majorov, score: 391.41745, desc: Figure skater, 274 / 9131, 0.03\n",
+      "OK: Alexander Merkel, score: 452.363495, desc: Soccer player, 275 / 9131, 0.03\n",
+      "OK: Alexander Morozevich, score: 411.807922, desc: Chess player, 276 / 9131, 0.03\n",
+      "OK: Alexander Payne, score: 585.464294, desc: American film director, 277 / 9131, 0.03\n",
+      "OK: Alexander Skarsgård, score: 684.291931, desc: Swedish actor, 278 / 9131, 0.03\n",
+      "OK: Alexandr Dolgopolov, score: 518.485352, desc: Ukrainian tennis player, 279 / 9131, 0.03\n",
+      "OK: Alexandra Edenborough, score: 350.992065, desc: Gary Oldman's ex-wife, 280 / 9131, 0.03\n",
+      "OK: Alexandra Kamp, score: 412.837067, desc: German model, 281 / 9131, 0.03\n",
+      "OK: Alexandra Lamy, score: 524.627808, desc: Actress, 282 / 9131, 0.03\n",
+      "OK: Alexandra Lara, score: 218.186142, desc: German-Romanian actress, 283 / 9131, 0.03\n",
+      "OK: Alexandra Neldel, score: 484.180328, desc: German actress, 284 / 9131, 0.03\n",
+      "OK: Alexandra Paul, score: 497.424377, desc: American actress, 285 / 9131, 0.03\n",
+      "OK: Alexandra Socha, score: 400.456207, desc: American actress, 286 / 9131, 0.03\n",
+      "OK: Alexandra Wentworth, score: 252.662857, desc: American actress, 287 / 9131, 0.03\n",
+      "OK: Alexandre Bilodeau, score: 414.230316, desc: Canadian freestyle skier, 288 / 9131, 0.03\n",
+      "OK: Alexandre Gallo, score: 455.726501, desc: Brazilian soccer player, 289 / 9131, 0.03\n",
+      "OK: Alexandre Lacazette, score: 597.134033, desc: French soccer player, 290 / 9131, 0.03\n",
+      "OK: Alexandre Pato, score: 638.940247, desc: Brazilian soccer player, 291 / 9131, 0.03\n",
+      "OK: Alexei Kudrin, score: 456.48822, desc: Russian Politician, 292 / 9131, 0.03\n",
+      "OK: Alexis Bledel, score: 647.547058, desc: American actress, 293 / 9131, 0.03\n",
+      "OK: Alexis Georgoulis, score: 418.19339, desc: Greek actor, 294 / 9131, 0.03\n",
+      "OK: Alexis Jordan, score: 482.651306, desc: American singer, 295 / 9131, 0.03\n",
+      "OK: Alexis Sánchez, score: 753.742188, desc: Chilean soccer player, 296 / 9131, 0.03\n",
+      "OK: Alexis Texas, score: 652.147766, desc: Pornographic actress, 297 / 9131, 0.03\n",
+      "OK: Alexis Tsipras, score: 638.631714, desc: Prime Minister of Greece, 298 / 9131, 0.03\n",
+      "OK: Alexis Valdés, score: 407.532867, desc: Cuban actor, 299 / 9131, 0.03\n",
+      "OK: Aleš Brichta, score: 422.014221, desc: Czech singer, 300 / 9131, 0.03\n",
+      "OK: Alfie Allen, score: 561.922913, desc: Actor, 301 / 9131, 0.03\n",
+      "OK: Alfie Boe, score: 510.692139, desc: Tenor, 302 / 9131, 0.03\n",
+      "OK: Alfonso Bassave, score: 357.100403, desc: Film actor, 303 / 9131, 0.03\n",
+      "OK: Alfonso Guerra, score: 409.760895, desc: Spanish Politician, 304 / 9131, 0.03\n",
+      "OK: Alfonso Herrera, score: 574.460571, desc: Mexican actor, 305 / 9131, 0.03\n",
+      "OK: Alfonso Portillo, score: 415.185364, desc: Guatemalan Politician, 306 / 9131, 0.03\n",
+      "OK: Alfred Biolek, score: 466.475189, desc: German entertainer, 307 / 9131, 0.03\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Alfred Dorfer, score: 396.391327, desc: Austrian comedian, 308 / 9131, 0.03\n",
+      "OK: Alfred Schreuder, score: 388.103668, desc: Dutch soccer manager, 309 / 9131, 0.03\n",
+      "OK: Alfredo Pérez Rubalcaba, score: 693.995056, desc: Spanish Politician, 310 / 9131, 0.03\n",
+      "OK: Alfredo Talavera, score: 517.773376, desc: Mexican soccer player, 311 / 9131, 0.03\n",
+      "OK: Algirdas Butkevičius, score: 387.956787, desc: Former Prime Minister of Lithuania, 312 / 9131, 0.03\n",
+      "OK: Algirdas Šemeta, score: 337.248047, desc: Lithuanian economist, 313 / 9131, 0.03\n",
+      "OK: Ali Akbar Salehi, score: 648.754395, desc: Iranian diplomat, 314 / 9131, 0.03\n",
+      "OK: Ali Bastian, score: 410.652924, desc: Television actress, 315 / 9131, 0.03\n",
+      "OK: Ali Krieger, score: 524.43103, desc: American soccer player, 316 / 9131, 0.03\n",
+      "OK: Ali Michael, score: 425.161072, desc: American model, 317 / 9131, 0.03\n",
+      "OK: Ali al-Naimi, score: 542.232727, desc: , 318 / 9131, 0.03\n",
+      "OK: Alia Shawkat, score: 571.024109, desc: Actress, 319 / 9131, 0.03\n",
+      "OK: Alice Bah Kuhnke, score: 583.447205, desc: , 320 / 9131, 0.04\n",
+      "OK: Alice Beer, score: 372.105865, desc: Television presenter, 321 / 9131, 0.04\n",
+      "OK: Alice Dellal, score: 397.863495, desc: Brazilian model, 322 / 9131, 0.04\n",
+      "OK: Alice Kim, score: 403.383057, desc: Actor, 323 / 9131, 0.04\n",
+      "OK: Alice Sara Ott, score: 671.733154, desc: Classical pianist, 324 / 9131, 0.04\n",
+      "OK: Alice Taglioni, score: 510.097382, desc: French actress, 325 / 9131, 0.04\n",
+      "OK: Alicia Sacramone, score: 505.239838, desc: Gymnast, 326 / 9131, 0.04\n",
+      "OK: Alicia Sánchez-Camacho, score: 514.037231, desc: Spanish lawyer, 327 / 9131, 0.04\n",
+      "OK: Alicia Vikander, score: 700.471436, desc: Swedish actress, 328 / 9131, 0.04\n",
+      "OK: Alicja Janosz, score: 384.226532, desc: , 329 / 9131, 0.04\n",
+      "OK: Alicja Rosolska, score: 510.083588, desc: Polish tennis player, 330 / 9131, 0.04\n",
+      "OK: Alie Layus, score: 282.068573, desc: American model, 331 / 9131, 0.04\n",
+      "OK: Aline Weber, score: 363.766113, desc: Brazilian model, 332 / 9131, 0.04\n",
+      "OK: Alinne Moraes, score: 490.581024, desc: Brazilian actress, 333 / 9131, 0.04\n",
+      "OK: Alisar Ailabouni, score: 413.109528, desc: Austrian-Syrian fashion model, 334 / 9131, 0.04\n",
+      "OK: Alisher Usmanov, score: 531.68042, desc: Russian-Uzbek business magnate, 335 / 9131, 0.04\n",
+      "OK: Alison Angel, score: 169.267975, desc: American pornographic actress, 336 / 9131, 0.04\n",
+      "OK: Alison King, score: 473.539307, desc: English actress, 337 / 9131, 0.04\n",
+      "OK: Alison Riske, score: 520.806763, desc: American tennis player, 338 / 9131, 0.04\n",
+      "OK: Alissa Czisny, score: 412.471039, desc: American figure skater, 339 / 9131, 0.04\n",
+      "OK: Alissa White-Gluz, score: 718.048218, desc: Canadian vocalist, 340 / 9131, 0.04\n",
+      "OK: Alistair Overeem, score: 566.370056, desc: Mixed martial artist, 341 / 9131, 0.04\n",
+      "OK: Alka Yagnik, score: 729.93689, desc: Indian playback singer, 342 / 9131, 0.04\n",
+      "OK: Alla Pugacheva, score: 681.097107, desc: Russian-Soviet music performer, 343 / 9131, 0.04\n",
+      "OK: Allan McGregor, score: 497.67395, desc: Soccer player, 344 / 9131, 0.04\n",
+      "OK: Allan Wu, score: 395.431702, desc: Actor, 345 / 9131, 0.04\n",
+      "OK: Allari Naresh, score: 488.949463, desc: Indian film actor, 346 / 9131, 0.04\n",
+      "OK: Allegra Versace, score: 492.54895, desc: Italian socialite, 347 / 9131, 0.04\n",
+      "OK: Allen Leech, score: 530.790588, desc: Irish actor, 348 / 9131, 0.04\n",
+      "OK: Allen West, score: 505.735046, desc: Former U.S. Representative, 349 / 9131, 0.04\n",
+      "OK: Alley Mills, score: 448.159088, desc: American actress, 350 / 9131, 0.04\n",
+      "OK: Allison Holker, score: 471.479584, desc: American dancer, 351 / 9131, 0.04\n",
+      "OK: Allison Iraheta, score: 412.412445, desc: American singer, 352 / 9131, 0.04\n",
+      "OK: Allison Mack, score: 606.753601, desc: American-German actress, 353 / 9131, 0.04\n",
+      "OK: Ally McCoist, score: 572.145081, desc: Soccer player, 354 / 9131, 0.04\n",
+      "OK: Allyson Felix, score: 581.079773, desc: American track and field athlete, 355 / 9131, 0.04\n",
+      "HTTP Error 503: Service Unavailable Alma Muriel\n",
+      "OK: Alma Muriel, score: 411.478516, desc: Mexican actress, 356 / 9131, 0.04\n",
+      "OK: Almazbek Atambayev, score: 462.064941, desc: Former President of Kyrgyzstan, 357 / 9131, 0.04\n",
+      "OK: Almir Sater, score: 485.267548, desc: Brazilian singer, 358 / 9131, 0.04\n",
+      "OK: Alodia Gosiengfiao, score: 453.18399, desc: Model, 359 / 9131, 0.04\n",
+      "OK: Alois Hadamczik, score: 339.200653, desc: Czech ice hockey coach, 360 / 9131, 0.04\n",
+      "OK: Alona Tal, score: 528.624634, desc: Singer, 361 / 9131, 0.04\n",
+      "OK: Alonzo Bodden, score: 434.223602, desc: American comedian, 362 / 9131, 0.04\n",
+      "OK: Altaír Jarabo, score: 502.098602, desc: Mexican actress, 363 / 9131, 0.04\n",
+      "OK: Alun Wyn Jones, score: 624.71637, desc: Welsh rugby player, 364 / 9131, 0.04\n",
+      "OK: Alvin Stardust, score: 481.664551, desc: Singer, 365 / 9131, 0.04\n",
+      "OK: Aly Cissokho, score: 465.940277, desc: Soccer player, 366 / 9131, 0.04\n",
+      "OK: Alysia Montaño, score: 413.013458, desc: Olympic athlete, 367 / 9131, 0.04\n",
+      "OK: Alysia Reiner, score: 525.360107, desc: American actress, 368 / 9131, 0.04\n",
+      "OK: Alyson Hannigan, score: 649.056152, desc: American actress, 369 / 9131, 0.04\n",
+      "OK: Alyson Stoner, score: 591.170593, desc: American actress, 370 / 9131, 0.04\n",
+      "OK: Alysson Paradis, score: 426.033722, desc: French actress, 371 / 9131, 0.04\n",
+      "OK: Amaia Salamanca, score: 532.213745, desc: Spanish actress, 372 / 9131, 0.04\n",
+      "OK: Amala Akkineni, score: 516.673401, desc: Indian film actress, 373 / 9131, 0.04\n",
+      "OK: Amala Paul, score: 580.362549, desc: Indian film actress, 374 / 9131, 0.04\n",
+      "OK: Amanda Beard, score: 490.345337, desc: American swimmer, 375 / 9131, 0.04\n",
+      "OK: Amanda Byram, score: 427.566711, desc: Irish television presenter, 376 / 9131, 0.04\n",
+      "OK: Amanda Crew, score: 544.653809, desc: Canadian actress, 377 / 9131, 0.04\n",
+      "OK: Amanda Jenssen, score: 440.755737, desc: Swedish singer, 378 / 9131, 0.04\n",
+      "OK: Amanda Knox, score: 554.047241, desc: , 379 / 9131, 0.04\n",
+      "OK: Amanda Miguel, score: 491.892303, desc: Singer, 380 / 9131, 0.04\n",
+      "OK: Amanda Palmer, score: 583.094666, desc: American singer, 381 / 9131, 0.04\n",
+      "OK: Amanda Redman, score: 470.385223, desc: Actress, 382 / 9131, 0.04\n",
+      "OK: Amanda Righetti, score: 544.517456, desc: American actress, 383 / 9131, 0.04\n",
+      "OK: Amanda Schull, score: 534.830566, desc: American actress, 384 / 9131, 0.04\n",
+      "OK: Amar Ghoul, score: 340.202576, desc: Algerian Politician, 385 / 9131, 0.04\n",
+      "OK: Amar Osim, score: 423.502777, desc: Bosnian football manager, 386 / 9131, 0.04\n",
+      "OK: Amare Stoudemire, score: 503.453094, desc: American basketball player, 387 / 9131, 0.04\n",
+      "OK: Amauri, score: 38.912758, desc: Soccer player, 388 / 9131, 0.04\n",
+      "OK: Amaury Vassili, score: 459.178436, desc: French opera singer, 389 / 9131, 0.04\n",
+      "OK: Amber Brkich, score: 484.871857, desc: American television personality, 390 / 9131, 0.04\n",
+      "OK: Amber Heard, score: 677.467407, desc: American actress, 391 / 9131, 0.04\n",
+      "OK: Amber Lancaster, score: 421.942505, desc: American model, 392 / 9131, 0.04\n",
+      "OK: Amber Le Bon, score: 577.441345, desc: Model, 393 / 9131, 0.04\n",
+      "OK: Amber Stevens, score: 443.666382, desc: American actress, 394 / 9131, 0.04\n",
+      "OK: Amber Valletta, score: 551.033447, desc: American model, 395 / 9131, 0.04\n",
+      "OK: Ambrose Akinmusire, score: 401.180695, desc: Jazz trumpeter, 396 / 9131, 0.04\n",
+      "OK: Amel Bent, score: 560.321045, desc: French singer, 397 / 9131, 0.04\n",
+      "OK: Amelia Vega, score: 506.500519, desc: Dominican actress, 398 / 9131, 0.04\n",
+      "OK: Amelle Berrabah, score: 432.313171, desc: Singer-songwriter, 399 / 9131, 0.04\n",
+      "OK: America Olivo, score: 481.98291, desc: Actress, 400 / 9131, 0.04\n",
+      "OK: Amerie, score: 45.356106, desc: American singer, 401 / 9131, 0.04\n",
+      "OK: Ami James, score: 428.647461, desc: Tattoo artist, 402 / 9131, 0.04\n",
+      "OK: Ami Trivedi, score: 392.789581, desc: Indian artist, 403 / 9131, 0.04\n",
+      "OK: Amien Rais, score: 531.082947, desc: Former Chairperson of the Indonesian People's Consultative Assembly, 404 / 9131, 0.04\n",
+      "OK: Amina Shafaat, score: 267.102539, desc: Pakistani fashion model, 405 / 9131, 0.04\n",
+      "OK: Amira Casar, score: 486.662994, desc: Actress, 406 / 9131, 0.04\n",
+      "OK: Amit Sadh, score: 458.859558, desc: Actor, 407 / 9131, 0.04\n",
+      "OK: Amit Shah, score: 610.75885, desc: President of BJP, 408 / 9131, 0.04\n",
+      "OK: Amjad Ali Khan, score: 674.953979, desc: Indian music performer, 409 / 9131, 0.04\n",
+      "OK: Amr Shabana, score: 422.860809, desc: , 410 / 9131, 0.04\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Amrinder Gill, score: 559.298218, desc: Singer, 411 / 9131, 0.05\n",
+      "OK: Amruta Khanvilkar, score: 533.856873, desc: Indian film actress, 412 / 9131, 0.05\n",
+      "OK: Amy Acker, score: 561.301086, desc: , 413 / 9131, 0.05\n",
+      "OK: Amy Adams, score: 736.172607, desc: American actress, 414 / 9131, 0.05\n",
+      "OK: Amy Brenneman, score: 543.605591, desc: American actress, 415 / 9131, 0.05\n",
+      "OK: Amy Diamond, score: 489.061127, desc: Swedish singer, 416 / 9131, 0.05\n",
+      "OK: Amy Dumas, score: 429.785583, desc: American professional wrestler, 417 / 9131, 0.05\n",
+      "OK: Amy Fisher, score: 512.900146, desc: American writer, 418 / 9131, 0.05\n",
+      "OK: Amy Gumenick, score: 414.317963, desc: American actress, 419 / 9131, 0.05\n",
+      "OK: Amy Huberman, score: 435.558411, desc: Irish actress, 420 / 9131, 0.05\n",
+      "OK: Amy Paffrath, score: 441.600677, desc: American TV actress, 421 / 9131, 0.05\n",
+      "OK: Amy Pascal, score: 452.669128, desc: American business executive, 422 / 9131, 0.05\n",
+      "OK: Amy Robach, score: 522.433472, desc: Television presenter, 423 / 9131, 0.05\n",
+      "OK: Amy Smart, score: 610.104248, desc: American actress, 424 / 9131, 0.05\n",
+      "OK: Amy Tan, score: 538.166626, desc: American writer, 425 / 9131, 0.05\n",
+      "OK: Amy Van Dyken, score: 686.943848, desc: American swimmer, 426 / 9131, 0.05\n",
+      "OK: Amy Williams, score: 442.158051, desc: British skeleton racer, 427 / 9131, 0.05\n",
+      "OK: Amy Yang, score: 410.332336, desc: Professional golfer, 428 / 9131, 0.05\n",
+      "OK: Amélie Mauresmo, score: 644.528809, desc: French tennis player, 429 / 9131, 0.05\n",
+      "OK: Amélie Nothomb, score: 541.417053, desc: Belgian novelist, 430 / 9131, 0.05\n",
+      "OK: An Jeong-hwan, score: 248.904053, desc: South Korean judoka, 431 / 9131, 0.05\n",
+      "OK: An Lemmens, score: 353.812439, desc: Television presenter, 432 / 9131, 0.05\n",
+      "OK: Ana Beatriz Barros, score: 732.137085, desc: Brazilian model, 433 / 9131, 0.05\n",
+      "OK: Ana Carolina da Fonseca, score: 567.008728, desc: American-Brazilian actress, 434 / 9131, 0.05\n",
+      "OK: Ana Claudia Talancón, score: 637.93335, desc: Mexican actress, 435 / 9131, 0.05\n",
+      "OK: Ana Duato, score: 394.912567, desc: Spanish actress, 436 / 9131, 0.05\n",
+      "OK: Ana Gabriel, score: 640.714294, desc: Singer, 437 / 9131, 0.05\n",
+      "OK: Ana Girardot, score: 462.466553, desc: French actress, 438 / 9131, 0.05\n",
+      "OK: Ana Hickmann, score: 527.245361, desc: Brazilian model, 439 / 9131, 0.05\n",
+      "OK: Ana Layevska, score: 461.777527, desc: Actress, 440 / 9131, 0.05\n",
+      "OK: Ana Lucía Domínguez, score: 618.5, desc: Actress, 441 / 9131, 0.05\n",
+      "OK: Ana Milán, score: 400.205933, desc: Spanish actress, 442 / 9131, 0.05\n",
+      "OK: Ana Moura, score: 483.649261, desc: Portuguese singer, 443 / 9131, 0.05\n",
+      "OK: Ana Patricia Botin, score: 622.774658, desc: Executive Chairman of the Santander Group, 444 / 9131, 0.05\n",
+      "OK: Ana Paula Arósio, score: 652.778809, desc: Brazilian model, 445 / 9131, 0.05\n",
+      "OK: Ana Paula Padrão, score: 554.519653, desc: Brazilian journalist, 446 / 9131, 0.05\n",
+      "OK: Ana Rosa Quintana, score: 672.559021, desc: Spanish journalist, 447 / 9131, 0.05\n",
+      "OK: Ana Serradilla, score: 439.541199, desc: Mexican actress, 448 / 9131, 0.05\n",
+      "OK: Ana Torroja, score: 503.75177, desc: Spanish singer, 449 / 9131, 0.05\n",
+      "OK: Ana Turpin, score: 263.97467, desc: Actress, 450 / 9131, 0.05\n",
+      "OK: Ana de la Reguera, score: 931.129456, desc: Mexican actress, 451 / 9131, 0.05\n",
+      "OK: Anahí de Cardenas, score: 532.975037, desc: Peruvian actress, 452 / 9131, 0.05\n",
+      "OK: Analeigh Tipton, score: 558.641052, desc: American actress, 453 / 9131, 0.05\n",
+      "OK: Anand Mahindra, score: 435.5979, desc: Entrepreneur, 454 / 9131, 0.05\n",
+      "OK: Ananda Lewis, score: 417.247192, desc: American television personality, 455 / 9131, 0.05\n",
+      "OK: Ananya, score: 38.847477, desc: Indian film actress, 456 / 9131, 0.05\n",
+      "OK: Anastacia, score: 54.690868, desc: American singer-songwriter, 457 / 9131, 0.05\n",
+      "OK: Anastasia Volochkova, score: 503.070343, desc: Russian ballerina, 458 / 9131, 0.05\n",
+      "OK: Anastasia Zampounidis, score: 408.083954, desc: TV show host, 459 / 9131, 0.05\n",
+      "OK: Anaïs Demoustier, score: 489.007477, desc: French actress, 460 / 9131, 0.05\n",
+      "OK: Anders Anundsen, score: 429.99353, desc: Norwegian Politician, 461 / 9131, 0.05\n",
+      "OK: Anders Fannemel, score: 407.620453, desc: Norwegian ski jumper, 462 / 9131, 0.05\n",
+      "OK: Anders Osborne, score: 455.84845, desc: Singer-songwriter, 463 / 9131, 0.05\n",
+      "OK: Anderson Cooper, score: 669.577942, desc: American journalist, 464 / 9131, 0.05\n",
+      "OK: Anderson Pico, score: 373.806183, desc: , 465 / 9131, 0.05\n",
+      "OK: Anderson Varejão, score: 596.920166, desc: Brazilian basketball player, 466 / 9131, 0.05\n",
+      "OK: Andie MacDowell, score: 641.817322, desc: American actress, 467 / 9131, 0.05\n",
+      "OK: Andien, score: 33.530773, desc: Indonesian singer, 468 / 9131, 0.05\n",
+      "OK: Andranik Teymourian, score: 490.674957, desc: Iranian soccer player, 469 / 9131, 0.05\n",
+      "OK: Andre Berto, score: 485.037048, desc: Professional boxer, 470 / 9131, 0.05\n",
+      "OK: Andre Iguodala, score: 609.128601, desc: American basketball player, 471 / 9131, 0.05\n",
+      "OK: Andre Miller, score: 497.339478, desc: American basketball player, 472 / 9131, 0.05\n",
+      "OK: Andre Ward, score: 564.048279, desc: American professional boxer, 473 / 9131, 0.05\n",
+      "OK: Andrea Agnelli, score: 513.559692, desc: Chairman of Juventus, 474 / 9131, 0.05\n",
+      "OK: Andrea Anders, score: 460.866608, desc: American actress, 475 / 9131, 0.05\n",
+      "OK: Andrea Bargnani, score: 520.526733, desc: Italian basketball player, 476 / 9131, 0.05\n",
+      "OK: Andrea Berg, score: 612.385437, desc: German singer, 477 / 9131, 0.05\n",
+      "OK: Andrea Bocelli, score: 769.365662, desc: Italian singer-songwriter, 478 / 9131, 0.05\n",
+      "OK: Andrea Corr, score: 539.128601, desc: Irish musician, 479 / 9131, 0.05\n",
+      "OK: Andrea Del Boca, score: 614.808289, desc: Argentine actress, 480 / 9131, 0.05\n",
+      "OK: Andrea Elisabeth Rudolph, score: 527.985413, desc: Danish TV host, 481 / 9131, 0.05\n",
+      "OK: Andrea Frigerio, score: 408.438293, desc: Argentine actress, 482 / 9131, 0.05\n",
+      "OK: Andrea Jeremiah, score: 577.821899, desc: Indian actress, 483 / 9131, 0.05\n",
+      "OK: Andrea Kaiser, score: 379.168304, desc: German television presenter, 484 / 9131, 0.05\n",
+      "OK: Andrea Mandorlini, score: 453.034546, desc: Italian football manager, 485 / 9131, 0.05\n",
+      "OK: Andrea McLean, score: 458.404724, desc: Journalist, 486 / 9131, 0.05\n",
+      "OK: Andrea Mitchell, score: 540.457031, desc: American journalist, 487 / 9131, 0.05\n",
+      "OK: Andrea Morassi, score: 282.886932, desc: Italian ski jumper, 488 / 9131, 0.05\n",
+      "OK: Andrea Nahles, score: 513.777344, desc: Member of the German Bundestag, 489 / 9131, 0.05\n",
+      "OK: Andrea Osvárt, score: 462.81308, desc: Hungarian actress, 490 / 9131, 0.05\n",
+      "OK: Andrea Parker, score: 482.125946, desc: American film actress, 491 / 9131, 0.05\n",
+      "OK: Andrea Pirlo, score: 706.508362, desc: Italian soccer player, 492 / 9131, 0.05\n",
+      "HTTP Error 503: Service Unavailable Andrea Ranocchia\n",
+      "OK: Andrea Ranocchia, score: 491.202332, desc: Italian soccer player, 493 / 9131, 0.05\n",
+      "OK: Andrea Rincon, score: 374.44931, desc: Actress, 494 / 9131, 0.05\n",
+      "OK: Andrea Sawatzki, score: 484.978302, desc: German actress, 495 / 9131, 0.05\n",
+      "OK: Andrea Serna, score: 409.28241, desc: Colombian model, 496 / 9131, 0.05\n",
+      "OK: Andrea Tantaros, score: 467.962524, desc: American political analyst, 497 / 9131, 0.05\n",
+      "OK: Andrea Veresova, score: 419.921417, desc: Model, 498 / 9131, 0.05\n",
+      "OK: Andrea Ypsilanti, score: 375.787323, desc: German Politician, 499 / 9131, 0.05\n",
+      "OK: Andrea Šušnjara, score: 404.267365, desc: Croatian singer, 500 / 9131, 0.05\n",
+      "OK: Andreas Birnbacher, score: 399.757843, desc: German biathlete, 501 / 9131, 0.05\n",
+      "OK: Andreas Dresen, score: 430.807831, desc: Film director, 502 / 9131, 0.05\n",
+      "OK: Andreas Gabalier, score: 577.439331, desc: Austrian singer, 503 / 9131, 0.06\n",
+      "OK: Andreas Jancke, score: 310.538757, desc: German actor, 504 / 9131, 0.06\n",
+      "OK: Andreas Lundstedt, score: 447.146301, desc: Swedish musician, 505 / 9131, 0.06\n",
+      "OK: Andreas Pietschmann, score: 408.553131, desc: German actor, 506 / 9131, 0.06\n",
+      "OK: Andreas Pinkwart, score: 378.381897, desc: Dean of the HHL Leipzig Graduate School of Management, 507 / 9131, 0.06\n",
+      "OK: Andreas Scheuer, score: 450.993622, desc: Member of the Bundestag, 508 / 9131, 0.06\n",
+      "OK: Andreas Seppi, score: 586.34259, desc: Italian tennis player, 509 / 9131, 0.06\n",
+      "OK: Andreea Mitu, score: 474.296692, desc: Tennis player, 510 / 9131, 0.06\n",
+      "OK: Andrei Arlovski, score: 522.815125, desc: Mixed martial artist, 511 / 9131, 0.06\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Andrei Kirilenko, score: 536.497742, desc: American-Russian basketball player, 512 / 9131, 0.06\n",
+      "OK: Andrew Bynum, score: 570.468872, desc: American basketball player, 513 / 9131, 0.06\n",
+      "OK: Andrew Fifita, score: 477.498444, desc: Rugby league rugby prop, 514 / 9131, 0.06\n",
+      "OK: Andrew Flintoff, score: 585.044312, desc: Cricketer, 515 / 9131, 0.06\n",
+      "OK: Andrew Lincoln, score: 636.151184, desc: Actor, 516 / 9131, 0.06\n",
+      "OK: Andrew Lloyd Webber, score: 1524.528442, desc: Composer, 517 / 9131, 0.06\n",
+      "OK: Andrew Strauss, score: 509.70163, desc: Cricketer, 518 / 9131, 0.06\n",
+      "OK: Andrew Symonds, score: 474.104553, desc: Cricketer, 519 / 9131, 0.06\n",
+      "OK: Andrew Trimble, score: 380.458649, desc: Rugby player, 520 / 9131, 0.06\n",
+      "OK: Andrew Upton, score: 482.310974, desc: Australian playwright, 521 / 9131, 0.06\n",
+      "OK: Andrew VanWyngarden, score: 451.583282, desc: American musician, 522 / 9131, 0.06\n",
+      "OK: Andrew W.K., score: 576.266418, desc: American singer-songwriter, 523 / 9131, 0.06\n",
+      "OK: Andrew Zimmern, score: 507.218994, desc: American expert, 524 / 9131, 0.06\n",
+      "OK: Andrey Amador, score: 443.54007, desc: Costa Rican bicycler, 525 / 9131, 0.06\n",
+      "OK: Andrey Arshavin, score: 610.047791, desc: Soccer player, 526 / 9131, 0.06\n",
+      "OK: Andrey Golubev, score: 420.40863, desc: Tennis player, 527 / 9131, 0.06\n",
+      "OK: Andris Nelsons, score: 463.234985, desc: Latvian conductor, 528 / 9131, 0.06\n",
+      "OK: Andriy Shevchenko, score: 680.508728, desc: Politician, 529 / 9131, 0.06\n",
+      "OK: Andrzej Lepper, score: 479.939545, desc: Polish Politician, 530 / 9131, 0.06\n",
+      "OK: Andrzej Piaseczny, score: 496.946625, desc: Polish singer, 531 / 9131, 0.06\n",
+      "OK: André 3000, score: 888.264404, desc: American rapper, 532 / 9131, 0.06\n",
+      "OK: André Ayew, score: 797.253845, desc: Soccer player, 533 / 9131, 0.06\n",
+      "OK: André Balazs, score: 426.319824, desc: Hotel manager, 534 / 9131, 0.06\n",
+      "OK: André Breitenreiter, score: 451.411987, desc: German soccer player, 535 / 9131, 0.06\n",
+      "OK: André Kuipers, score: 442.700317, desc: Dutch physician, 536 / 9131, 0.06\n",
+      "OK: André Manoukian, score: 487.351074, desc: Songwriter, 537 / 9131, 0.06\n",
+      "OK: André Rieu, score: 706.682434, desc: Dutch Violinist, 538 / 9131, 0.06\n",
+      "OK: André Schürrle, score: 678.302734, desc: German soccer player, 539 / 9131, 0.06\n",
+      "OK: André Segatti, score: 363.549591, desc: Brazilian actor, 540 / 9131, 0.06\n",
+      "OK: André Villas-Boas, score: 746.113098, desc: Portuguese football manager, 541 / 9131, 0.06\n",
+      "OK: André-Pierre Gignac, score: 889.519714, desc: Soccer player, 542 / 9131, 0.06\n",
+      "OK: Andrés Calamaro, score: 592.41748, desc: Argentine musician, 543 / 9131, 0.06\n",
+      "OK: Andrés Guardado, score: 652.777344, desc: Soccer player, 544 / 9131, 0.06\n",
+      "OK: Andrés Iniesta, score: 796.61145, desc: Spanish soccer player, 545 / 9131, 0.06\n",
+      "OK: Andrés Manuel López Obrador, score: 1226.195312, desc: President of Mexico, 546 / 9131, 0.06\n",
+      "OK: Andrés Nocioni, score: 500.747589, desc: Argentine-Italian basketball player, 547 / 9131, 0.06\n",
+      "OK: Andrés Velencoso, score: 476.159943, desc: Spanish model, 548 / 9131, 0.06\n",
+      "OK: Andy Allo, score: 401.822449, desc: Singer-songwriter, 549 / 9131, 0.06\n",
+      "OK: Andy Belsak, score: 178.985703, desc: Australian cricketer, 550 / 9131, 0.06\n",
+      "OK: Andy Borg, score: 516.720642, desc: Austrian singer, 551 / 9131, 0.06\n",
+      "OK: Andy Burnham, score: 519.87677, desc: Mayor of Greater Manchester, 552 / 9131, 0.06\n",
+      "OK: Andy Carroll, score: 561.847839, desc: Soccer player, 553 / 9131, 0.06\n",
+      "OK: Andy Lau, score: 748.340515, desc: Actor, 554 / 9131, 0.06\n",
+      "OK: Andy Reid, score: 544.760681, desc: Football coach, 555 / 9131, 0.06\n",
+      "OK: Andy Roddick, score: 705.65802, desc: American tennis player, 556 / 9131, 0.06\n",
+      "OK: Aneta Kręglicka, score: 448.755981, desc: Polish dancer, 557 / 9131, 0.06\n",
+      "OK: Aneta Langerová, score: 448.882996, desc: Czech singer, 558 / 9131, 0.06\n",
+      "OK: Aneta Todorczuk-Perchuć, score: 453.99707, desc: Musical artist, 559 / 9131, 0.06\n",
+      "OK: Angel Locsin, score: 564.300049, desc: Television actress, 560 / 9131, 0.06\n",
+      "OK: Angel Porrino, score: 334.404602, desc: American dancer, 561 / 9131, 0.06\n",
+      "OK: Angela Bassett, score: 656.518799, desc: American actress, 562 / 9131, 0.06\n",
+      "OK: Angela Gheorghiu, score: 527.265076, desc: Romanian soprano, 563 / 9131, 0.06\n",
+      "OK: Angela Gossow, score: 483.687927, desc: German vocalist, 564 / 9131, 0.06\n",
+      "OK: Angela Groothuizen, score: 469.773834, desc: Dutch singer, 565 / 9131, 0.06\n",
+      "OK: Angela Martini, score: 410.205414, desc: Albanian model, 566 / 9131, 0.06\n",
+      "OK: Angela Rippon, score: 463.709229, desc: Journalist, 567 / 9131, 0.06\n",
+      "OK: Angela Sarafyan, score: 532.820007, desc: American-Armenian actress, 568 / 9131, 0.06\n",
+      "OK: Angela Similea, score: 433.240326, desc: Musical artist, 569 / 9131, 0.06\n",
+      "OK: Angela Simmons, score: 441.517365, desc: Shoe designer, 570 / 9131, 0.06\n",
+      "OK: Angela Yee, score: 460.596344, desc: American radio personality, 571 / 9131, 0.06\n",
+      "OK: Angelababy, score: 49.255634, desc: Model, 572 / 9131, 0.06\n",
+      "OK: Angelica Bengtsson, score: 462.235504, desc: Swedish track and field athlete, 573 / 9131, 0.06\n",
+      "OK: Angelica Celaya, score: 471.199371, desc: Actress, 574 / 9131, 0.06\n",
+      "OK: Angelica Panganiban, score: 527.246582, desc: Filipino film actress, 575 / 9131, 0.06\n",
+      "OK: Angelika Jakubowska, score: 362.597076, desc: Model, 576 / 9131, 0.06\n",
+      "OK: Angelique Kerber, score: 774.761719, desc: Tennis player, 577 / 9131, 0.06\n",
+      "OK: Angelique Morgan, score: 435.112701, desc: French TV personality, 578 / 9131, 0.06\n",
+      "OK: Angelo Mathews, score: 487.07489, desc: Sri Lankan cricketer, 579 / 9131, 0.06\n",
+      "OK: Angelo Scola, score: 460.383026, desc: Archbishop of Milan, 580 / 9131, 0.06\n",
+      "OK: Angham, score: 42.880825, desc: Egyptian singer, 581 / 9131, 0.06\n",
+      "OK: Angie Cepeda, score: 467.855804, desc: Colombian actress, 582 / 9131, 0.06\n",
+      "OK: Angie Chiu, score: 451.384857, desc: Actress, 583 / 9131, 0.06\n",
+      "OK: Angie Everhart, score: 507.791626, desc: American actress, 584 / 9131, 0.06\n",
+      "OK: Angie Motshekga, score: 377.932556, desc: South African Minister of Basic Education, 585 / 9131, 0.06\n",
+      "OK: Angie Stone, score: 535.202942, desc: American record producer, 586 / 9131, 0.06\n",
+      "OK: Angus Deayton, score: 452.304626, desc: Actor, 587 / 9131, 0.06\n",
+      "OK: Angy Fernández, score: 417.138702, desc: Spanish singer, 588 / 9131, 0.06\n",
+      "OK: Angélique Kidjo, score: 583.915161, desc: Singer-songwriter, 589 / 9131, 0.06\n",
+      "OK: Anifah Aman, score: 470.053467, desc: Member of the Dewan Rakyat, 590 / 9131, 0.06\n",
+      "OK: Anil Kapoor, score: 715.130676, desc: Indian actor, 591 / 9131, 0.06\n",
+      "OK: Anish Giri, score: 444.310944, desc: Dutch chess Grandmaster, 592 / 9131, 0.06\n",
+      "OK: Anita Dobson, score: 456.078918, desc: English film actress, 593 / 9131, 0.06\n",
+      "OK: Anita Doth, score: 438.663452, desc: Dutch singer, 594 / 9131, 0.07\n",
+      "OK: Anita Görbicz, score: 449.674011, desc: Hungarian handball player, 595 / 9131, 0.07\n",
+      "OK: Anita Hassanandani, score: 577.977966, desc: Indian actress, 596 / 9131, 0.07\n",
+      "OK: Anita Lipnicka, score: 448.662506, desc: Polish singer, 597 / 9131, 0.07\n",
+      "OK: Anita Meyer, score: 445.083618, desc: Dutch singer, 598 / 9131, 0.07\n",
+      "OK: Anita Sokołowska, score: 415.370178, desc: Polish movie actress, 599 / 9131, 0.07\n",
+      "OK: Anita Włodarczyk, score: 535.528809, desc: Olympic athlete, 600 / 9131, 0.07\n",
+      "OK: Anja Kling, score: 462.764587, desc: German actress, 601 / 9131, 0.07\n",
+      "OK: Anjala Zaveri, score: 425.751984, desc: Actress, 602 / 9131, 0.07\n",
+      "OK: Anjali, score: 52.354668, desc: Indian film actress, 603 / 9131, 0.07\n",
+      "OK: Anjana Sukhani, score: 431.598907, desc: Indian film actress, 604 / 9131, 0.07\n",
+      "OK: Anjelah Johnson, score: 531.896545, desc: American actress, 605 / 9131, 0.07\n",
+      "OK: Anjelica Huston, score: 657.65509, desc: American actress, 606 / 9131, 0.07\n",
+      "OK: Anke Engelke, score: 551.190125, desc: Canadian-German comedian, 607 / 9131, 0.07\n",
+      "OK: Anke Huber, score: 507.047699, desc: German tennis player, 608 / 9131, 0.07\n",
+      "OK: Ann Curry, score: 466.303925, desc: American photojournalist, 609 / 9131, 0.07\n",
+      "OK: Anna Bligh, score: 436.801117, desc: Former Premier of Queensland, 610 / 9131, 0.07\n",
+      "OK: Anna Chakvetadze, score: 492.960266, desc: Russian tennis player, 611 / 9131, 0.07\n",
+      "OK: Anna Chlumsky, score: 571.286987, desc: American actress, 612 / 9131, 0.07\n",
+      "OK: Anna Finocchiaro, score: 416.119598, desc: Italian Politician, 613 / 9131, 0.07\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Anna Hutchison, score: 479.872833, desc: New Zealand actress, 614 / 9131, 0.07\n",
+      "OK: Anna Julia Kapfelsperger, score: 459.145172, desc: Actress, 615 / 9131, 0.07\n",
+      "OK: Anna Kalata, score: 362.138428, desc: Polish Politician, 616 / 9131, 0.07\n",
+      "OK: Anna Karczmarczyk, score: 388.589233, desc: Actress, 617 / 9131, 0.07\n",
+      "OK: Anna Karina, score: 553.486084, desc: Danish-French film actress, 618 / 9131, 0.07\n",
+      "OK: Anna Kinberg Batra, score: 613.033142, desc: Swedish Politician, 619 / 9131, 0.07\n",
+      "OK: Anna Komorowska, score: 379.805939, desc: Bronisław Komorowski's wife, 620 / 9131, 0.07\n",
+      "OK: Anna Loos, score: 458.727722, desc: German actress, 621 / 9131, 0.07\n",
+      "OK: Anna Maria Mühe, score: 639.683411, desc: German actress, 622 / 9131, 0.07\n",
+      "OK: Anna Meares, score: 463.607666, desc: Australian cyclist, 623 / 9131, 0.07\n",
+      "OK: Anna Mouglalis, score: 484.078796, desc: French actress, 624 / 9131, 0.07\n",
+      "OK: Anna Mucha, score: 499.326141, desc: Polish film actress, 625 / 9131, 0.07\n",
+      "OK: Anna Nalick, score: 438.373077, desc: American singer-songwriter, 626 / 9131, 0.07\n",
+      "OK: Anna Nordqvist, score: 469.110565, desc: Swedish professional golfer, 627 / 9131, 0.07\n",
+      "OK: Anna Puu, score: 436.047424, desc: Finnish singer, 628 / 9131, 0.07\n",
+      "OK: Anna Selezneva, score: 407.614563, desc: Russian model, 629 / 9131, 0.07\n",
+      "OK: Anna Tatangelo, score: 554.971191, desc: Italian singer, 630 / 9131, 0.07\n",
+      "OK: Anna-Maria Zimmermann, score: 654.89563, desc: German singer, 631 / 9131, 0.07\n",
+      "OK: AnnaLynne McCord, score: 555.900818, desc: American actress, 632 / 9131, 0.07\n",
+      "OK: Annabelle Mandeng, score: 320.937592, desc: Actress, 633 / 9131, 0.07\n",
+      "OK: Anne Consigny, score: 468.252563, desc: French actress, 634 / 9131, 0.07\n",
+      "OK: Anne Curtis, score: 617.834412, desc: Australian-Filipino actress, 635 / 9131, 0.07\n",
+      "OK: Anne Dudek, score: 539.43811, desc: American actress, 636 / 9131, 0.07\n",
+      "OK: Anne Heche, score: 603.059692, desc: American actress, 637 / 9131, 0.07\n",
+      "OK: Anne Hidalgo, score: 511.129211, desc: Mayor of Paris, 638 / 9131, 0.07\n",
+      "OK: Anne Igartiburu, score: 462, desc: Spanish television presenter, 639 / 9131, 0.07\n",
+      "OK: Anne Kirkbride, score: 418.110992, desc: Actress, 640 / 9131, 0.07\n",
+      "OK: Anne Kukkohovi, score: 389.636292, desc: Finnish model, 641 / 9131, 0.07\n",
+      "OK: Anne Lauvergeon, score: 403.066467, desc: French businesswoman, 642 / 9131, 0.07\n",
+      "OK: Anne Linnet, score: 502.694458, desc: Danish singer, 643 / 9131, 0.07\n",
+      "OK: Anne Robinson, score: 462.989532, desc: Television presenter, 644 / 9131, 0.07\n",
+      "OK: Anne Roumanoff, score: 441.581848, desc: French comedian, 645 / 9131, 0.07\n",
+      "OK: Anne Schedeen, score: 452.630768, desc: American actress, 646 / 9131, 0.07\n",
+      "OK: Anne Sinclair, score: 449.743256, desc: American-French television host, 647 / 9131, 0.07\n",
+      "OK: Anne Veski, score: 477.524719, desc: Estonian singer, 648 / 9131, 0.07\n",
+      "OK: Anne Vyalitsyna, score: 531.774536, desc: American-Russian model, 649 / 9131, 0.07\n",
+      "OK: Anne, Princess Royal, score: 1749.070312, desc: Equestrian, 650 / 9131, 0.07\n",
+      "OK: Anne-Marie Duff, score: 757.019409, desc: Actress, 651 / 9131, 0.07\n",
+      "OK: Anne-Sophie Briest, score: 529.979248, desc: Actress, 652 / 9131, 0.07\n",
+      "OK: Anne-Sophie Lapix, score: 661.749023, desc: French journalist, 653 / 9131, 0.07\n",
+      "OK: Annelise Hesme, score: 413.480042, desc: French actress, 654 / 9131, 0.07\n",
+      "OK: Annemarie Eilfeld, score: 455.844391, desc: German singer, 655 / 9131, 0.07\n",
+      "OK: Annemarie Jorritsma, score: 476.181152, desc: Dutch Politician, 656 / 9131, 0.07\n",
+      "OK: Annemarie Warnkross, score: 448.254883, desc: Actor, 657 / 9131, 0.07\n",
+      "OK: Annet Mahendru, score: 482.229065, desc: Actress, 658 / 9131, 0.07\n",
+      "OK: Annette Bening, score: 632.571838, desc: American actress, 659 / 9131, 0.07\n",
+      "OK: Annette Frier, score: 443.329865, desc: German actress, 660 / 9131, 0.07\n",
+      "OK: Annette Gerritsen, score: 363.363251, desc: Dutch speed skater, 661 / 9131, 0.07\n",
+      "OK: Annette Obrestad, score: 427.436493, desc: , 662 / 9131, 0.07\n",
+      "OK: Annette de la Renta, score: 599.377075, desc: Philanthropist, 663 / 9131, 0.07\n",
+      "OK: Annie Khalid, score: 376.176331, desc: Musician, 664 / 9131, 0.07\n",
+      "OK: Annie Lennox, score: 721.647522, desc: Singer-songwriter, 665 / 9131, 0.07\n",
+      "OK: Annie Lööf, score: 517.442871, desc: Swedish Politician, 666 / 9131, 0.07\n",
+      "OK: Annie Parisse, score: 474.652008, desc: American actress, 667 / 9131, 0.07\n",
+      "OK: Annie Wersching, score: 483.401672, desc: American actress, 668 / 9131, 0.07\n",
+      "OK: Annika Beck, score: 497.068573, desc: German tennis player, 669 / 9131, 0.07\n",
+      "OK: Annika Jankell, score: 385.599762, desc: Swedish television host, 670 / 9131, 0.07\n",
+      "OK: Anniken Huitfeldt, score: 429.211517, desc: Norwegian historian, 671 / 9131, 0.07\n",
+      "OK: Annise Parker, score: 424.501099, desc: Former Mayor of Houston, 672 / 9131, 0.07\n",
+      "OK: Anny Duperey, score: 513.764404, desc: French film actress, 673 / 9131, 0.07\n",
+      "OK: Anouck Lepère, score: 401.459137, desc: Belgian model, 674 / 9131, 0.07\n",
+      "OK: Anoushka Shankar, score: 542.359131, desc: British-Indian composer, 675 / 9131, 0.07\n",
+      "OK: Anselm Grün, score: 457.506256, desc: German author, 676 / 9131, 0.07\n",
+      "OK: Anshu Jain, score: 404.948486, desc: Investment banker, 677 / 9131, 0.07\n",
+      "OK: Antanas Guoga, score: 423.575775, desc: Businessman, 678 / 9131, 0.07\n",
+      "OK: Antara Biswas, score: 504.672241, desc: Indian actress, 679 / 9131, 0.07\n",
+      "OK: Antara Mali, score: 450.417328, desc: Actress, 680 / 9131, 0.07\n",
+      "OK: Ante Gotovina, score: 502.739716, desc: General, 681 / 9131, 0.07\n",
+      "OK: Anthony Davis, score: 757.994995, desc: American basketball player, 682 / 9131, 0.07\n",
+      "OK: Anthony Foxx, score: 388.716339, desc: Former United States Secretary of Transportation, 683 / 9131, 0.07\n",
+      "OK: Anthony Hopkins, score: 773.937744, desc: Actor, 684 / 9131, 0.07\n",
+      "OK: Anthony Mundine, score: 503.366241, desc: Australian professional boxer, 685 / 9131, 0.08\n",
+      "OK: Anthony Ogogo, score: 431.128326, desc: Boxer, 686 / 9131, 0.08\n",
+      "OK: Anthony Pettis, score: 532.382385, desc: American mixed martial artist, 687 / 9131, 0.08\n",
+      "OK: Anthony Stokes, score: 492.355011, desc: Irish soccer player, 688 / 9131, 0.08\n",
+      "OK: Anthony Vanden Borre, score: 605.193848, desc: Soccer player, 689 / 9131, 0.08\n",
+      "OK: Anthony Watmough, score: 406.677338, desc: Rugby player, 690 / 9131, 0.08\n",
+      "OK: Anthony Weiner, score: 527.375244, desc: Former U.S. Congressman, 691 / 9131, 0.08\n",
+      "OK: Antoaneta Stefanova, score: 383.00531, desc: Chess player, 692 / 9131, 0.08\n",
+      "OK: Antoine Walker, score: 489.65332, desc: American basketball player, 693 / 9131, 0.08\n",
+      "OK: Antoine de Caunes, score: 657.72522, desc: French television presenter, 694 / 9131, 0.08\n",
+      "OK: Anton Ferdinand, score: 487.17984, desc: Soccer player, 695 / 9131, 0.08\n",
+      "OK: Antonella Del Core, score: 507.682312, desc: Italian volleyball player, 696 / 9131, 0.08\n",
+      "OK: Antoni Macierewicz, score: 517.15625, desc: Historian, 697 / 9131, 0.08\n",
+      "OK: Antonia Kidman, score: 404.211395, desc: Australian journalist, 698 / 9131, 0.08\n",
+      "OK: Antonia Thomas, score: 488.814606, desc: Actress, 699 / 9131, 0.08\n",
+      "OK: Antonin Scalia, score: 652.296631, desc: Former Associate Justice of the Supreme Court of the United States, 700 / 9131, 0.08\n",
+      "OK: Antonio Banderas, score: 698.270691, desc: Actor, 701 / 9131, 0.08\n",
+      "OK: Antonio Candreva, score: 548.220459, desc: Italian soccer player, 702 / 9131, 0.08\n",
+      "OK: Antonio Carluccio, score: 460.917267, desc: Italian chef, 703 / 9131, 0.08\n",
+      "OK: Antonio Cassano, score: 611.337097, desc: Italian soccer player, 704 / 9131, 0.08\n",
+      "OK: Antonio Cañizares Llovera, score: 503.610321, desc: Spanish cardinal, 705 / 9131, 0.08\n",
+      "OK: Antonio Cesaro, score: 488.219055, desc: Swiss professional wrestler, 706 / 9131, 0.08\n",
+      "OK: Antonio Conte, score: 679.443542, desc: Italian football manager, 707 / 9131, 0.08\n",
+      "OK: Antonio Di Natale, score: 758.457581, desc: Italian soccer player, 708 / 9131, 0.08\n",
+      "OK: Antonio Di Pietro, score: 617.80188, desc: Italian Politician, 709 / 9131, 0.08\n",
+      "OK: Antonio María Rouco Varela, score: 728.656311, desc: , 710 / 9131, 0.08\n",
+      "OK: Antonio Mirante, score: 484.644073, desc: Italian soccer player, 711 / 9131, 0.08\n",
+      "OK: Antonio Mohamed, score: 637.206909, desc: Soccer player, 712 / 9131, 0.08\n",
+      "OK: Antonio Nocerino, score: 500.947876, desc: Italian soccer player, 713 / 9131, 0.08\n",
+      "OK: Antonio Orozco, score: 516.550476, desc: Spanish singer-songwriter, 714 / 9131, 0.08\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Antonio Pappano, score: 476.052979, desc: Conductor, 715 / 9131, 0.08\n",
+      "OK: Antonio Tajani, score: 525.722534, desc: President of the European Parliament, 716 / 9131, 0.08\n",
+      "OK: Antonio Valencia, score: 600.457031, desc: Soccer player, 717 / 9131, 0.08\n",
+      "OK: Antonique Smith, score: 452.396606, desc: American actress, 718 / 9131, 0.08\n",
+      "OK: Antonis Samaras, score: 505.054321, desc: Former Prime Minister of Greece, 719 / 9131, 0.08\n",
+      "OK: Antti Pihlström, score: 377.209045, desc: Ice hockey winger, 720 / 9131, 0.08\n",
+      "OK: Antti Tuisku, score: 509.550293, desc: Finnish singer, 721 / 9131, 0.08\n",
+      "OK: Anu Choudhury, score: 287.577271, desc: Indian actress, 722 / 9131, 0.08\n",
+      "OK: Anup Soni, score: 469.892456, desc: Indian television actor, 723 / 9131, 0.08\n",
+      "OK: Anurag Kashyap, score: 625.381775, desc: Indian film director, 724 / 9131, 0.08\n",
+      "OK: Anushka Shetty, score: 677.049133, desc: Indian actress, 725 / 9131, 0.08\n",
+      "OK: Anuya Bhagvath, score: 403.761719, desc: Film actress, 726 / 9131, 0.08\n",
+      "OK: Anya Monzikova, score: 371.765228, desc: American-Russian model, 727 / 9131, 0.08\n",
+      "OK: Aníbal Cavaco Silva, score: 642.666382, desc: Former President of Portugal, 728 / 9131, 0.08\n",
+      "OK: Aníbal Fernández, score: 490.94516, desc: Argentine Politician, 729 / 9131, 0.08\n",
+      "OK: Apara Mehta, score: 396.824158, desc: Indian television actress, 730 / 9131, 0.08\n",
+      "OK: Apollo Quiboloy, score: 395.058105, desc: , 731 / 9131, 0.08\n",
+      "OK: Apolo Ohno, score: 493.009155, desc: American short track speed skater, 732 / 9131, 0.08\n",
+      "OK: Apurva Agnihotri, score: 426.141113, desc: Indian actor, 733 / 9131, 0.08\n",
+      "OK: Ara Mina, score: 555.946777, desc: Actress, 734 / 9131, 0.08\n",
+      "OK: Aramis Ramírez, score: 433.584869, desc: Baseball third baseman, 735 / 9131, 0.08\n",
+      "OK: Arbaaz Khan, score: 594.793152, desc: Indian actor, 736 / 9131, 0.08\n",
+      "OK: Archana Puran Singh, score: 637.398376, desc: Indian television presenter, 737 / 9131, 0.08\n",
+      "OK: Archie Panjabi, score: 554.136047, desc: British actress, 738 / 9131, 0.08\n",
+      "OK: Arhaan Behl, score: 212.136429, desc: Indian actor, 739 / 9131, 0.08\n",
+      "OK: Ari Behn, score: 431.12793, desc: Norwegian author, 740 / 9131, 0.08\n",
+      "OK: Ariadna Gil, score: 504.844818, desc: Spanish actress, 741 / 9131, 0.08\n",
+      "OK: Ariadne Artiles, score: 381.608246, desc: Spanish model, 742 / 9131, 0.08\n",
+      "OK: Ariana Grande, score: 1020.699585, desc: American singer-songwriter, 743 / 9131, 0.08\n",
+      "OK: Ariane Brodier, score: 448.497894, desc: French television personality, 744 / 9131, 0.08\n",
+      "OK: Ariane Friedrich, score: 442.45462, desc: Olympic athlete, 745 / 9131, 0.08\n",
+      "OK: Arianna Huffington, score: 585.555298, desc: American-Greek author, 746 / 9131, 0.08\n",
+      "OK: Ariel Lin, score: 548.182251, desc: Taiwanese actress, 747 / 9131, 0.08\n",
+      "OK: Ariel Ortega, score: 533.936523, desc: Argentine soccer player, 748 / 9131, 0.08\n",
+      "OK: Ariel Winter, score: 671.308167, desc: American actress, 749 / 9131, 0.08\n",
+      "OK: Arielle Kebbel, score: 568.388245, desc: American model, 750 / 9131, 0.08\n",
+      "OK: Aries Merritt, score: 428.982819, desc: American track and field athlete, 751 / 9131, 0.08\n",
+      "OK: Aries Spears, score: 465.914581, desc: American comedian, 752 / 9131, 0.08\n",
+      "OK: Arifin Putra, score: 395.910797, desc: Indonesian actor, 753 / 9131, 0.08\n",
+      "OK: Arika Sato, score: 403.68399, desc: American television personality, 754 / 9131, 0.08\n",
+      "OK: Aritz Aduriz, score: 537.523499, desc: Spanish soccer player, 755 / 9131, 0.08\n",
+      "OK: Arié Elmaleh, score: 376.712311, desc: Actor, 756 / 9131, 0.08\n",
+      "OK: Ariël Jacobs, score: 384.528748, desc: Belgian soccer player, 757 / 9131, 0.08\n",
+      "OK: Arja Koriseva, score: 453.549164, desc: Finnish singer, 758 / 9131, 0.08\n",
+      "OK: Arja Saijonmaa, score: 434.66864, desc: Finnish singer, 759 / 9131, 0.08\n",
+      "OK: Arjan Bajwa, score: 402.341003, desc: Indian film actor, 760 / 9131, 0.08\n",
+      "OK: Arlene Phillips, score: 427.558289, desc: Choreographer, 761 / 9131, 0.08\n",
+      "OK: Arlenis Sosa, score: 436.72641, desc: Dominican model, 762 / 9131, 0.08\n",
+      "OK: Arlindo Cruz, score: 506.88681, desc: Brazilian musician, 763 / 9131, 0.08\n",
+      "OK: Armaan Malik, score: 628.488953, desc: Indian playback singer, 764 / 9131, 0.08\n",
+      "OK: Armando Iannucci, score: 512.549683, desc: Satirist, 765 / 9131, 0.08\n",
+      "OK: Armin Shimerman, score: 495.971527, desc: American actor, 766 / 9131, 0.08\n",
+      "OK: Armin Veh, score: 470.383301, desc: Football manager, 767 / 9131, 0.08\n",
+      "OK: Armistead Maupin, score: 462.527374, desc: American writer, 768 / 9131, 0.08\n",
+      "OK: Arnd Peiffer, score: 476.194855, desc: German biathlete, 769 / 9131, 0.08\n",
+      "OK: Arno Del Curto, score: 438.569092, desc: Swiss ice hockey player, 770 / 9131, 0.08\n",
+      "OK: Aron Ralston, score: 529.955505, desc: American mechanical engineer, 771 / 9131, 0.08\n",
+      "OK: Arron Afflalo, score: 466.35025, desc: American basketball player, 772 / 9131, 0.08\n",
+      "OK: Arron Villaflor, score: 416.048553, desc: Filipino actor, 773 / 9131, 0.08\n",
+      "OK: Arsenio Hall, score: 570.226074, desc: American comedian, 774 / 9131, 0.08\n",
+      "OK: Arshad Warsi, score: 576.402954, desc: Indian film actor, 775 / 9131, 0.08\n",
+      "OK: Arsène Wenger, score: 723.390198, desc: French football manager, 776 / 9131, 0.08\n",
+      "OK: Arthur Darvill, score: 524.998047, desc: Actor, 777 / 9131, 0.09\n",
+      "OK: Arthur Sinodinos, score: 460.282074, desc: Australian Senator, 778 / 9131, 0.09\n",
+      "OK: Artie Lange, score: 578.266846, desc: American comedian, 779 / 9131, 0.09\n",
+      "OK: Artur Boruc, score: 533.958923, desc: Polish soccer player, 780 / 9131, 0.09\n",
+      "OK: Artur Siódmiak, score: 336.274719, desc: Polish handball player, 781 / 9131, 0.09\n",
+      "OK: Artur Sobiech, score: 471.584991, desc: Polish soccer player, 782 / 9131, 0.09\n",
+      "OK: Artur Szpilka, score: 466.652985, desc: Polish professional boxer, 783 / 9131, 0.09\n",
+      "OK: Artur Żmijewski, score: 452.605042, desc: Polish movie actor, 784 / 9131, 0.09\n",
+      "OK: Arturo Brachetti, score: 412.39328, desc: Italian artist, 785 / 9131, 0.09\n",
+      "OK: Arturo Vidal, score: 733.591125, desc: Chilean soccer player, 786 / 9131, 0.09\n",
+      "OK: Arun Vijay, score: 467.334686, desc: Indian actor, 787 / 9131, 0.09\n",
+      "OK: Arunoday Singh, score: 429.73233, desc: Indian film actor, 788 / 9131, 0.09\n",
+      "OK: Arvydas Macijauskas, score: 382.264038, desc: Lithuanian basketball player, 789 / 9131, 0.09\n",
+      "OK: Arya Babbar, score: 237.508347, desc: Indian actor, 790 / 9131, 0.09\n",
+      "OK: Asami Konno, score: 529.529541, desc: Television presenter, 791 / 9131, 0.09\n",
+      "OK: Asamoah Gyan, score: 613.761047, desc: Ghanaian soccer player, 792 / 9131, 0.09\n",
+      "OK: Asdrúbal Cabrera, score: 505.636169, desc: Baseball infielder, 793 / 9131, 0.09\n",
+      "OK: Ashlan Gorse, score: 339.049591, desc: American journalist, 794 / 9131, 0.09\n",
+      "OK: Ashlee Simpson, score: 679.809204, desc: American singer-songwriter, 795 / 9131, 0.09\n",
+      "OK: Ashley Cole, score: 633.016052, desc: Soccer player, 796 / 9131, 0.09\n",
+      "OK: Ashley Eckstein, score: 474.250275, desc: American actress, 797 / 9131, 0.09\n",
+      "OK: Ashley Edner, score: 327.533173, desc: American actor, 798 / 9131, 0.09\n",
+      "OK: Ashley Massaro, score: 488.281525, desc: Professional wrestler, 799 / 9131, 0.09\n",
+      "OK: Ashley Monroe, score: 476.628571, desc: American singer-songwriter, 800 / 9131, 0.09\n",
+      "OK: Ashley Olsen, score: 585.24939, desc: American fashion designer, 801 / 9131, 0.09\n",
+      "OK: Ashley Scott, score: 517.004639, desc: American actress, 802 / 9131, 0.09\n",
+      "OK: Ashley Tisdale, score: 674.672424, desc: American actress, 803 / 9131, 0.09\n",
+      "OK: Ashley Wagner, score: 524.717712, desc: American figure skater, 804 / 9131, 0.09\n",
+      "OK: Ashley Young, score: 625.152405, desc: Soccer player, 805 / 9131, 0.09\n",
+      "OK: Ashok Dinda, score: 227.881226, desc: Indian cricketer, 806 / 9131, 0.09\n",
+      "OK: Ashraf Ghani, score: 754.314636, desc: President of Afghanistan, 807 / 9131, 0.09\n",
+      "OK: Ashton Kutcher, score: 716.098816, desc: American actor, 808 / 9131, 0.09\n",
+      "OK: Asia Argento, score: 724.312317, desc: Italian actress, 809 / 9131, 0.09\n",
+      "OK: Aslı Tandoğan, score: 454.82666, desc: Turkish actress, 810 / 9131, 0.09\n",
+      "OK: Astrid Bryan, score: 386.036316, desc: Belgian model, 811 / 9131, 0.09\n",
+      "OK: Atiba Hutchinson, score: 531.087952, desc: Soccer player, 812 / 9131, 0.09\n",
+      "OK: Attilio Tesser, score: 419.977631, desc: Italian soccer manager, 813 / 9131, 0.09\n",
+      "OK: Aubrey Plaza, score: 656.359497, desc: American actress, 814 / 9131, 0.09\n",
+      "OK: Audrey Fleurot, score: 525.43512, desc: French actress, 815 / 9131, 0.09\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Audrey Kitching, score: 387.633728, desc: American model, 816 / 9131, 0.09\n",
+      "OK: Audrey Tautou, score: 617.958618, desc: French actress, 817 / 9131, 0.09\n",
+      "OK: August Diehl, score: 462.518494, desc: Actor, 818 / 9131, 0.09\n",
+      "OK: Aure Atika, score: 453.573792, desc: Actress, 819 / 9131, 0.09\n",
+      "OK: Ava DuVernay, score: 585.939209, desc: American film director, 820 / 9131, 0.09\n",
+      "OK: Avery Bradley, score: 521.845215, desc: American basketball player, 821 / 9131, 0.09\n",
+      "OK: Avery Johnson, score: 519.495667, desc: American basketball coach, 822 / 9131, 0.09\n",
+      "OK: Avery Sunshine, score: 406.959412, desc: American singer-songwriter, 823 / 9131, 0.09\n",
+      "OK: Avika Gor, score: 518.638916, desc: Indian film actress, 824 / 9131, 0.09\n",
+      "OK: Avraham Fried, score: 467.537262, desc: Entertainer, 825 / 9131, 0.09\n",
+      "OK: Avril Lavigne, score: 793.1073, desc: Singer-songwriter, 826 / 9131, 0.09\n",
+      "OK: Axel Pape, score: 315.80838, desc: Actor, 827 / 9131, 0.09\n",
+      "OK: Aya Matsuura, score: 582.299683, desc: Japanese singer, 828 / 9131, 0.09\n",
+      "OK: Aya Miyama, score: 489.555725, desc: Japanese soccer player, 829 / 9131, 0.09\n",
+      "OK: Aya Ueto, score: 626.241028, desc: Japanese actress, 830 / 9131, 0.09\n",
+      "OK: Ayaka Kikuchi, score: 422.678436, desc: Japanese speed skater, 831 / 9131, 0.09\n",
+      "OK: Ayda Field, score: 538.682739, desc: American film actress, 832 / 9131, 0.09\n",
+      "OK: Ayelet Zurer, score: 513.215454, desc: Israeli actress, 833 / 9131, 0.09\n",
+      "OK: Ayesha Khan, score: 509.348419, desc: Pakistani television actress, 834 / 9131, 0.09\n",
+      "OK: Ayesha Omar, score: 475.592194, desc: Pakistani actress, 835 / 9131, 0.09\n",
+      "OK: Aygun Kazimova, score: 473.549316, desc: Azerbaijani singer, 836 / 9131, 0.09\n",
+      "OK: Aygül Özkan, score: 414.100586, desc: Politician, 837 / 9131, 0.09\n",
+      "OK: Aykut Kocaman, score: 548.009094, desc: Turkish soccer player, 838 / 9131, 0.09\n",
+      "OK: Ayla Kell, score: 420.694458, desc: American actress, 839 / 9131, 0.09\n",
+      "OK: Aylar Lie, score: 493.230652, desc: Iranian-Norwegian actress, 840 / 9131, 0.09\n",
+      "OK: Aylin Aslım, score: 425.540588, desc: Singer-songwriter, 841 / 9131, 0.09\n",
+      "OK: Aylin Tezel, score: 471.771729, desc: German actress, 842 / 9131, 0.09\n",
+      "OK: Aymen Abdennour, score: 504.843719, desc: Tunisian soccer player, 843 / 9131, 0.09\n",
+      "OK: Aysu Baçeoğlu, score: 272.989563, desc: Actor, 844 / 9131, 0.09\n",
+      "OK: Ayumi Hamasaki, score: 840.050293, desc: Japanese recording artist, 845 / 9131, 0.09\n",
+      "OK: Ayumi Ishida, score: 487.863861, desc: Singer, 846 / 9131, 0.09\n",
+      "OK: Ayumi Morita, score: 430.264099, desc: Japanese tennis player, 847 / 9131, 0.09\n",
+      "OK: Ayushmann Khurrana, score: 559.430847, desc: Indian actor, 848 / 9131, 0.09\n",
+      "OK: Ayşegül Aldinç, score: 468.416473, desc: Turkish singer, 849 / 9131, 0.09\n",
+      "OK: Azadeh Samadi, score: 441.682861, desc: Iranian actress, 850 / 9131, 0.09\n",
+      "OK: Azim Premji, score: 552.612305, desc: Indian business tycoon, 851 / 9131, 0.09\n",
+      "OK: Aziz Kocaoğlu, score: 385.853912, desc: Turkish Politician, 852 / 9131, 0.09\n",
+      "OK: Aziz Yıldırım, score: 491.430237, desc: President of Fenerbahçe, 853 / 9131, 0.09\n",
+      "OK: Azmin Ali, score: 459.921204, desc: Minister of Economic Affairs of Malaysia, 854 / 9131, 0.09\n",
+      "OK: Aída Román, score: 414.017242, desc: , 855 / 9131, 0.09\n",
+      "OK: Aïssa Maïga, score: 470.860718, desc: French-Senegalese actress, 856 / 9131, 0.09\n",
+      "OK: BJ Novak, score: 289.172394, desc: American actor, 857 / 9131, 0.09\n",
+      "OK: BJ Thomas, score: 224.119781, desc: American singer, 858 / 9131, 0.09\n",
+      "OK: BJ Upton, score: 213.688187, desc: Baseball outfielder, 859 / 9131, 0.09\n",
+      "OK: BS Yeddyurappa, score: , desc: , 860 / 9131, 0.09\n",
+      "OK: Babett Peter, score: 411.886139, desc: Soccer player, 861 / 9131, 0.09\n",
+      "OK: Bacary Sagna, score: 591.437195, desc: Soccer player, 862 / 9131, 0.09\n",
+      "OK: Bae Soo-bin, score: 597.572021, desc: South Korean actor, 863 / 9131, 0.09\n",
+      "OK: Bae Yong-joon, score: 731.950684, desc: South Korean actor, 864 / 9131, 0.09\n",
+      "OK: Baiba Sipeniece, score: 285.207001, desc: Latvian TV actress, 865 / 9131, 0.09\n",
+      "OK: Baichung Bhutia, score: 280.138428, desc: Indian soccer player, 866 / 9131, 0.09\n",
+      "OK: Bailee Madison, score: 608.357544, desc: American actress, 867 / 9131, 0.09\n",
+      "OK: Bakary Sako, score: 500.839661, desc: Soccer player, 868 / 9131, 0.10\n",
+      "OK: Baltasar Garzón, score: 492.688385, desc: Spanish lawyer, 869 / 9131, 0.10\n",
+      "OK: Bam Margera, score: 632.636536, desc: American skateboarder, 870 / 9131, 0.10\n",
+      "OK: Bamboo Mañalac, score: 509.410797, desc: American-Filipino musician, 871 / 9131, 0.10\n",
+      "OK: Bandaru Dattatreya, score: 457.281403, desc: Member of Parliament, Lok Sabha, 872 / 9131, 0.10\n",
+      "OK: Bappi Lahiri, score: 603.441345, desc: Indian singer, 873 / 9131, 0.10\n",
+      "OK: Baptiste Giabiconi, score: 476.661987, desc: French model, 874 / 9131, 0.10\n",
+      "OK: Bar Refaeli, score: 630.479431, desc: Israeli supermodel, 875 / 9131, 0.10\n",
+      "OK: Barbara Alyn Woods, score: 592.761658, desc: American actress, 876 / 9131, 0.10\n",
+      "OK: Barbara Bach, score: 577.886292, desc: American actress, 877 / 9131, 0.10\n",
+      "OK: Barbara Boxer, score: 915.366211, desc: Former United States Senator, 878 / 9131, 0.10\n",
+      "OK: Barbara Carrera, score: 490.62558, desc: American film actress, 879 / 9131, 0.10\n",
+      "OK: Barbara Cook, score: 475.068726, desc: American actress, 880 / 9131, 0.10\n",
+      "OK: Barbara Corcoran, score: 516.529968, desc: American businesswoman, 881 / 9131, 0.10\n",
+      "OK: Barbara Goenaga, score: 448.104248, desc: Spanish actress, 882 / 9131, 0.10\n",
+      "OK: Barbara Mandrell, score: 631.676025, desc: American singer, 883 / 9131, 0.10\n",
+      "OK: Barbara Matera, score: 373.656097, desc: Italian television actress, 884 / 9131, 0.10\n",
+      "OK: Barbara Meier, score: 470.761536, desc: German fashion model, 885 / 9131, 0.10\n",
+      "OK: Barbara Parkins, score: 441.529877, desc: American-Canadian actress, 886 / 9131, 0.10\n",
+      "OK: Barbara Schett, score: 552.279785, desc: Austrian tennis player, 887 / 9131, 0.10\n",
+      "OK: Barbara Windsor, score: 596.562317, desc: Actress, 888 / 9131, 0.10\n",
+      "OK: Barbara dUrso, score: 139.582397, desc: Italian television actress, 889 / 9131, 0.10\n",
+      "OK: Barbi Benton, score: 504.36499, desc: American model, 890 / 9131, 0.10\n",
+      "OK: Barbora Špotáková, score: 490.494019, desc: Czech track and field athlete, 891 / 9131, 0.10\n",
+      "OK: Barbra Streisand, score: 827.127563, desc: American singer-songwriter, 892 / 9131, 0.10\n",
+      "OK: Barney Frank, score: 626.596558, desc: Former U.S. Representative, 893 / 9131, 0.10\n",
+      "OK: Baron Davis, score: 577.732849, desc: American basketball player, 894 / 9131, 0.10\n",
+      "OK: Barry Atsma, score: 463.436279, desc: Actor, 895 / 9131, 0.10\n",
+      "OK: Barry Bonds, score: 995.361938, desc: American professional baseball player, 896 / 9131, 0.10\n",
+      "OK: Barry Manilow, score: 707.280701, desc: American singer-songwriter, 897 / 9131, 0.10\n",
+      "OK: Barry Pepper, score: 518.656433, desc: Canadian actor, 898 / 9131, 0.10\n",
+      "OK: Barry Sloane, score: 455.934845, desc: Actor, 899 / 9131, 0.10\n",
+      "OK: Barry Trotz, score: 526.983459, desc: Canadian ice hockey coach, 900 / 9131, 0.10\n",
+      "OK: Bart De Wever, score: 593.712158, desc: Party leader of the New Flemish Alliance, 901 / 9131, 0.10\n",
+      "OK: Bart Freundlich, score: 462.150208, desc: American film director, 902 / 9131, 0.10\n",
+      "OK: Bartolo Colón, score: 613.854858, desc: Baseball pitcher, 903 / 9131, 0.10\n",
+      "OK: Bartosz Bosacki, score: 409.185211, desc: Polish soccer player, 904 / 9131, 0.10\n",
+      "OK: Bartosz Jurecki, score: 377.271484, desc: Polish handball player, 905 / 9131, 0.10\n",
+      "OK: Barış Akarsu, score: 485.724884, desc: Turkish musician, 906 / 9131, 0.10\n",
+      "OK: Bas Dost, score: 579.532104, desc: Dutch soccer player, 907 / 9131, 0.10\n",
+      "OK: Bastian Pastewka, score: 473.242615, desc: German actor, 908 / 9131, 0.10\n",
+      "OK: Bastian Schweinsteiger, score: 717.596985, desc: Soccer player, 909 / 9131, 0.10\n",
+      "OK: Beata Kempa, score: 418.332672, desc: Polish Politician, 910 / 9131, 0.10\n",
+      "OK: Beata Tyszkiewicz, score: 485.848297, desc: Polish actress, 911 / 9131, 0.10\n",
+      "OK: Beate Merk, score: 319.032654, desc: German politician, 912 / 9131, 0.10\n",
+      "OK: Beatrice Borromeo, score: 471.230743, desc: Italian media personality, 913 / 9131, 0.10\n",
+      "OK: Beatrix of the Netherlands, score: 795.967346, desc: Former Queen of the Netherlands, 914 / 9131, 0.10\n",
+      "OK: Beatriz Recari, score: 419.444, desc: Spanish professional golfer, 915 / 9131, 0.10\n",
+      "OK: Beau Bridges, score: 605.029419, desc: American actor, 916 / 9131, 0.10\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Beau Ryan, score: 425.286285, desc: Rugby player, 917 / 9131, 0.10\n",
+      "OK: Bebe Cool, score: 473.156281, desc: Musician, 918 / 9131, 0.10\n",
+      "OK: Becky Bayless, score: 372.558014, desc: American professional wrestler, 919 / 9131, 0.10\n",
+      "OK: Becky Hammon, score: 561.359558, desc: American-Russian basketball coach, 920 / 9131, 0.10\n",
+      "OK: Beenie Man, score: 597.390625, desc: Jamaican singer, 921 / 9131, 0.10\n",
+      "OK: Begüm Birgören, score: 366.246948, desc: Actress, 922 / 9131, 0.10\n",
+      "OK: Behnoosh Bakhtiari, score: 465.659454, desc: Iranian actress, 923 / 9131, 0.10\n",
+      "OK: Bel Powley, score: 519.008301, desc: Actress, 924 / 9131, 0.10\n",
+      "OK: Bela Padilla, score: 500.184387, desc: Actress, 925 / 9131, 0.10\n",
+      "OK: Belinda Stewart-Wilson, score: 599.983582, desc: Actress, 926 / 9131, 0.10\n",
+      "OK: Belle Perez, score: 462.863342, desc: Belgian-Spanish musician, 927 / 9131, 0.10\n",
+      "OK: Belçim Bilgin, score: 489.097198, desc: Turkish actress, 928 / 9131, 0.10\n",
+      "OK: Belén Esteban, score: 501.790741, desc: Spanish television personality, 929 / 9131, 0.10\n",
+      "OK: Belén Rueda, score: 514.074219, desc: Spanish actress, 930 / 9131, 0.10\n",
+      "OK: Ben Barnes, score: 584.542908, desc: British actor, 931 / 9131, 0.10\n",
+      "OK: Ben Bernanke, score: 578.620178, desc: American economist, 932 / 9131, 0.10\n",
+      "OK: Ben Carson, score: 693.32666, desc: United States Secretary of Housing and Urban Development, 933 / 9131, 0.10\n",
+      "OK: Ben Falcone, score: 540.328979, desc: American actor, 934 / 9131, 0.10\n",
+      "OK: Ben Howland, score: 417.486938, desc: American basketball coach, 935 / 9131, 0.10\n",
+      "OK: Ben Lee, score: 500.545288, desc: Australian musician, 936 / 9131, 0.10\n",
+      "OK: Ben Lloyd-Hughes, score: 542.869934, desc: British actor, 937 / 9131, 0.10\n",
+      "OK: Ben Mee, score: 449.331818, desc: English soccer player, 938 / 9131, 0.10\n",
+      "OK: Ben Ofoedu, score: 401.097198, desc: Singer, 939 / 9131, 0.10\n",
+      "OK: Ben Roberts-Smith, score: 642.539062, desc: Australian businessman, 940 / 9131, 0.10\n",
+      "OK: Ben Savage, score: 538.012207, desc: American actor, 941 / 9131, 0.10\n",
+      "OK: Ben Shenkman, score: 439.502594, desc: American actor, 942 / 9131, 0.10\n",
+      "OK: Ben Youngs, score: 435.230469, desc: Rugby player, 943 / 9131, 0.10\n",
+      "OK: Ben Zobrist, score: 538.701721, desc: Baseball second baseman, 944 / 9131, 0.10\n",
+      "OK: Benedict Cumberbatch, score: 748.823669, desc: Actor, 945 / 9131, 0.10\n",
+      "OK: Benedikt Höwedes, score: 591.372864, desc: Soccer player, 946 / 9131, 0.10\n",
+      "OK: Benigno Noynoy Aquino III, score: 1444.893921, desc: Former President of the Philippines, 947 / 9131, 0.10\n",
+      "OK: Benita Ferrero-Waldner, score: 552.821899, desc: Austrian diplomat, 948 / 9131, 0.10\n",
+      "OK: Benjamin Castaldi, score: 510.587067, desc: French television personality, 949 / 9131, 0.10\n",
+      "OK: Benjamin Kowalewicz, score: 419.472137, desc: Canadian singer, 950 / 9131, 0.10\n",
+      "OK: Benjamin Siksou, score: 402.488159, desc: French singer-songwriter, 951 / 9131, 0.10\n",
+      "OK: Benji Marshall, score: 499.996521, desc: Rugby league five-eighth, 952 / 9131, 0.10\n",
+      "OK: Benno Fürmann, score: 470.902222, desc: German film actor, 953 / 9131, 0.10\n",
+      "OK: Benoist Apparu, score: 371.131378, desc: , 954 / 9131, 0.10\n",
+      "OK: Benoît Costil, score: 501.201752, desc: French soccer player, 955 / 9131, 0.10\n",
+      "OK: Benoît Hamon, score: 532.764099, desc: French Politician, 956 / 9131, 0.10\n",
+      "OK: Benoît Paire, score: 663.695862, desc: French tennis player, 957 / 9131, 0.10\n",
+      "OK: Benoît Poelvoorde, score: 535.986511, desc: Belgian actor, 958 / 9131, 0.10\n",
+      "OK: Benoît Trémoulinas, score: 467.072144, desc: French soccer player, 959 / 9131, 0.11\n",
+      "OK: Benson Henderson, score: 478.928772, desc: American mixed martial artist, 960 / 9131, 0.11\n",
+      "OK: Benyamin Bahadori, score: 405.815765, desc: Iranian singer, 961 / 9131, 0.11\n",
+      "OK: Beren Saat, score: 598.05658, desc: Turkish actress, 962 / 9131, 0.11\n",
+      "OK: Bernadette Lafont, score: 527.248047, desc: French actress, 963 / 9131, 0.11\n",
+      "OK: Bernard Arnault, score: 553.424133, desc: Chief Executive Officer of LVMH, 964 / 9131, 0.11\n",
+      "OK: Bernard Cazeneuve, score: 501.221252, desc: Former Prime Minister of France, 965 / 9131, 0.11\n",
+      "OK: Bernard Hill, score: 514.775513, desc: Film actor, 966 / 9131, 0.11\n",
+      "OK: Bernard Hopkins, score: 531.590149, desc: American professional boxer, 967 / 9131, 0.11\n",
+      "OK: Bernard Tapie, score: 557.260376, desc: French businessman, 968 / 9131, 0.11\n",
+      "OK: Bernard Thibault, score: 335.49118, desc: , 969 / 9131, 0.11\n",
+      "OK: Bernard Tomic, score: 631.860107, desc: Australian tennis player, 970 / 9131, 0.11\n",
+      "OK: Bernd Leno, score: 587.360413, desc: German soccer player, 971 / 9131, 0.11\n",
+      "OK: Bernd Schuster, score: 539.590942, desc: Former soccer player, 972 / 9131, 0.11\n",
+      "OK: Bernhard Brink, score: 520.37085, desc: German singer, 973 / 9131, 0.11\n",
+      "OK: Bernhard Langer, score: 602.056641, desc: German professional golfer, 974 / 9131, 0.11\n",
+      "OK: Bernice Liu, score: 468.278412, desc: Canadian actress, 975 / 9131, 0.11\n",
+      "OK: Bernie Mac, score: 628.240845, desc: American comedian, 976 / 9131, 0.11\n",
+      "OK: Berrak Tüzünataç, score: 474.919006, desc: Turkish actress, 977 / 9131, 0.11\n",
+      "OK: Bershawn Jackson, score: 398.408386, desc: American athlete, 978 / 9131, 0.11\n",
+      "OK: Bert Koenders, score: 437.499054, desc: Dutch politician, 979 / 9131, 0.11\n",
+      "OK: Bert McCracken, score: 445.622955, desc: Singer, 980 / 9131, 0.11\n",
+      "OK: Bert van Marwijk, score: 765.642578, desc: Football manager, 981 / 9131, 0.11\n",
+      "OK: Bertie Gilbert, score: 322.98584, desc: Actor, 982 / 9131, 0.11\n",
+      "OK: Bertrand Delanoë, score: 447.885864, desc: French Politician, 983 / 9131, 0.11\n",
+      "OK: Bertrand Grospellier, score: 313.258881, desc: , 984 / 9131, 0.11\n",
+      "OK: Bertrand Piccard, score: 426.104218, desc: Swiss psychiatrist, 985 / 9131, 0.11\n",
+      "OK: Bertrand Tavernier, score: 494.023834, desc: French director, 986 / 9131, 0.11\n",
+      "OK: Besik Kudukhov, score: 414.45163, desc: Olympic athlete, 987 / 9131, 0.11\n",
+      "OK: Besnik Hasi, score: 444.735046, desc: Football manager, 988 / 9131, 0.11\n",
+      "OK: Beth Behrs, score: 547.684387, desc: American actress, 989 / 9131, 0.11\n",
+      "OK: Beth Ditto, score: 541.564148, desc: American singer-songwriter, 990 / 9131, 0.11\n",
+      "OK: Beth Leavel, score: 388.331299, desc: American actress, 991 / 9131, 0.11\n",
+      "OK: Beth Littleford, score: 446.860352, desc: American actress, 992 / 9131, 0.11\n",
+      "OK: Beth Riesgraf, score: 485.918854, desc: American actress, 993 / 9131, 0.11\n",
+      "OK: Beth Winslet, score: 340.260223, desc: Actress, 994 / 9131, 0.11\n",
+      "OK: Bethenny Frankel, score: 596.215149, desc: American television personality, 995 / 9131, 0.11\n",
+      "OK: Beto Cuevas, score: 489.107269, desc: Canadian-Chilean singer, 996 / 9131, 0.11\n",
+      "OK: Betsey Johnson, score: 564.833618, desc: American fashion designer, 997 / 9131, 0.11\n",
+      "OK: Bette Franke, score: 340.832092, desc: Dutch model, 998 / 9131, 0.11\n",
+      "OK: Bette Midler, score: 702.083313, desc: American singer-songwriter, 999 / 9131, 0.11\n",
+      "OK: Bettina Böttinger, score: 394.574951, desc: German television presenter, 1000 / 9131, 0.11\n",
+      "OK: Bettina Cramer, score: 325.350922, desc: German television presenter, 1001 / 9131, 0.11\n",
+      "OK: Bettina Vollath, score: 260.620117, desc: Austrian politician, 1002 / 9131, 0.11\n",
+      "OK: Bettina Wulff, score: 400.289124, desc: Christian Wulff's wife, 1003 / 9131, 0.11\n",
+      "OK: Bettina Zimmermann, score: 482.78479, desc: German model, 1004 / 9131, 0.11\n",
+      "OK: Betty Heidler, score: 434.477142, desc: Track and field athlete, 1005 / 9131, 0.11\n",
+      "OK: Beverley Callard, score: 439.83429, desc: Actress, 1006 / 9131, 0.11\n",
+      "OK: Beşir Atalay, score: 420.131958, desc: Turkish Politician, 1007 / 9131, 0.11\n",
+      "OK: Bhairvi Goswami, score: 144.702118, desc: , 1008 / 9131, 0.11\n",
+      "OK: Bhakti Charu Swami, score: 494.906677, desc: , 1009 / 9131, 0.11\n",
+      "OK: Bhama, score: 38.283619, desc: Indian film actress, 1010 / 9131, 0.11\n",
+      "OK: Bhavana Menon, score: 360.49292, desc: Indian film actress, 1011 / 9131, 0.11\n",
+      "OK: Bhumika Chawla, score: 569.997437, desc: Indian actress, 1012 / 9131, 0.11\n",
+      "OK: Biagio Antonacci, score: 543.388062, desc: Italian singer-songwriter, 1013 / 9131, 0.11\n",
+      "OK: Bianca Balti, score: 561.049927, desc: Italian supermodel, 1014 / 9131, 0.11\n",
+      "OK: Bianca Beauchamp, score: 511.704498, desc: Canadian fetish model, 1015 / 9131, 0.11\n",
+      "OK: Bianca Guaccero, score: 460.640198, desc: Italian theatre actress, 1016 / 9131, 0.11\n",
+      "OK: Bianca Kajlich, score: 516.983826, desc: American actress, 1017 / 9131, 0.11\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Bibiana Beglau, score: 440.455109, desc: German actress, 1018 / 9131, 0.11\n",
+      "OK: Bidzina Ivanishvili, score: 447.103058, desc: Former Prime Minister of Georgia, 1019 / 9131, 0.11\n",
+      "OK: Bif Naked, score: 541.341431, desc: Canadian singer-songwriter, 1020 / 9131, 0.11\n",
+      "OK: Big Show, score: 990.307861, desc: American professional wrestler, 1021 / 9131, 0.11\n",
+      "OK: Big Tigger, score: 419.632721, desc: American television personality, 1022 / 9131, 0.11\n",
+      "OK: Bijou Phillips, score: 530.402466, desc: American actress, 1023 / 9131, 0.11\n",
+      "OK: Bilawal Bhutto Zardari, score: 726.666931, desc: Chairman of the Pakistan Peoples Party, 1024 / 9131, 0.11\n",
+      "OK: Bilkay Öney, score: 293.085815, desc: German politician, 1025 / 9131, 0.11\n",
+      "OK: Bill Ackman, score: 483.778839, desc: American investor, 1026 / 9131, 0.11\n",
+      "OK: Bill Bailey, score: 553.253296, desc: Comedian, 1027 / 9131, 0.11\n",
+      "OK: Bill Belichick, score: 664.852783, desc: General Manager of the New England Patriots, 1028 / 9131, 0.11\n",
+      "OK: Bill Gilman, score: 168.489075, desc: Compositor, 1029 / 9131, 0.11\n",
+      "OK: Bill Haslam, score: 481.217316, desc: Governor of Tennessee, 1030 / 9131, 0.11\n",
+      "OK: Bill Kelliher, score: 403.30249, desc: Musician, 1031 / 9131, 0.11\n",
+      "OK: Bill Mays, score: 301.842804, desc: American jazz pianist, 1032 / 9131, 0.11\n",
+      "OK: Bill Oddie, score: 497.21875, desc: Writer, 1033 / 9131, 0.11\n",
+      "OK: Bill Parcells, score: 586.931702, desc: Football coach, 1034 / 9131, 0.11\n",
+      "OK: Bill Peduto, score: 441.218201, desc: Mayor of Pittsburgh, 1035 / 9131, 0.11\n",
+      "OK: Bill Rancic, score: 454.247803, desc: American entrepreneur, 1036 / 9131, 0.11\n",
+      "OK: Bill Self, score: 498.714722, desc: Basketball coach, 1037 / 9131, 0.11\n",
+      "OK: Bill Shorten, score: 584.460754, desc: Party leader of the Australian Labor Party, 1038 / 9131, 0.11\n",
+      "OK: Bill Snyder, score: 526.39209, desc: Football coach, 1039 / 9131, 0.11\n",
+      "OK: Bill Walton, score: 632.969238, desc: American basketball player, 1040 / 9131, 0.11\n",
+      "OK: Billy Butler, score: 462.208282, desc: Baseball designated hitter, 1041 / 9131, 0.11\n",
+      "OK: Billy Corgan, score: 669.330139, desc: American musician, 1042 / 9131, 0.11\n",
+      "OK: Billy Crystal, score: 671.453247, desc: American actor, 1043 / 9131, 0.11\n",
+      "OK: Billy Currington, score: 532.608765, desc: American singer-songwriter, 1044 / 9131, 0.11\n",
+      "OK: Billy Dennehy, score: 335.129486, desc: Irish soccer player, 1045 / 9131, 0.11\n",
+      "OK: Billy Donovan, score: 489.403198, desc: American basketball coach, 1046 / 9131, 0.11\n",
+      "OK: Billy Gardell, score: 494.169922, desc: American comedian, 1047 / 9131, 0.11\n",
+      "OK: Billy Horschel, score: 464.053833, desc: American professional golfer, 1048 / 9131, 0.11\n",
+      "OK: Billy Idol, score: 700.534058, desc: Musician, 1049 / 9131, 0.11\n",
+      "OK: Billy Joe Shaver, score: 666.082397, desc: Singer-songwriter, 1050 / 9131, 0.11\n",
+      "OK: Billy Magnussen, score: 499.758545, desc: American actor, 1051 / 9131, 0.12\n",
+      "OK: Billy Ray Cyrus, score: 908.421265, desc: American singer-songwriter, 1052 / 9131, 0.12\n",
+      "OK: Billy Twelvetrees, score: 390.906311, desc: , 1053 / 9131, 0.12\n",
+      "OK: Binali Yıldırım, score: 591.679565, desc: Speaker of the Grand National Assembly, 1054 / 9131, 0.12\n",
+      "OK: Bindu Madhavi, score: 456.860565, desc: Indian model, 1055 / 9131, 0.12\n",
+      "OK: Bingu wa Mutharika, score: 723.371277, desc: Former President of Malawi, 1056 / 9131, 0.12\n",
+      "OK: Birgit Minichmayr, score: 439.812225, desc: Austrian actress, 1057 / 9131, 0.12\n",
+      "OK: Birgit Prinz, score: 506.910706, desc: Soccer player, 1058 / 9131, 0.12\n",
+      "OK: Birgitta Ohlsson, score: 402.940063, desc: Swedish Politician, 1059 / 9131, 0.12\n",
+      "OK: Birthe Kjær, score: 484.0224, desc: Danish singer, 1060 / 9131, 0.12\n",
+      "OK: Bitsie Tulloch, score: 516.994202, desc: American actress, 1061 / 9131, 0.12\n",
+      "OK: Biz Markie, score: 550.848816, desc: American rapper, 1062 / 9131, 0.12\n",
+      "OK: Bjarne Riis, score: 496.467133, desc: Danish bicycler, 1063 / 9131, 0.12\n",
+      "OK: Björn Dixgård, score: 402.155396, desc: Swedish musician, 1064 / 9131, 0.12\n",
+      "OK: Björn Ferry, score: 425.300659, desc: Swedish biathlete, 1065 / 9131, 0.12\n",
+      "OK: Bjørn Kjos, score: 380.989319, desc: CEO of Norwegian Air Shuttle, 1066 / 9131, 0.12\n",
+      "OK: Black Thought, score: 539.114197, desc: Rapper, 1067 / 9131, 0.12\n",
+      "OK: Blaise Matuidi, score: 673.245361, desc: Soccer player, 1068 / 9131, 0.12\n",
+      "OK: Blake Berris, score: 352.583954, desc: American actor, 1069 / 9131, 0.12\n",
+      "OK: Blake Ritson, score: 433.112183, desc: Actor, 1070 / 9131, 0.12\n",
+      "OK: Blanca Guerra, score: 448.657074, desc: Mexican actress, 1071 / 9131, 0.12\n",
+      "OK: Blanca Lewin, score: 396.739441, desc: Chilean actress, 1072 / 9131, 0.12\n",
+      "OK: Blanca Marsillach, score: 326.931152, desc: Actress, 1073 / 9131, 0.12\n",
+      "OK: Blanca Romero, score: 399.003967, desc: Actress, 1074 / 9131, 0.12\n",
+      "OK: Blanca Soto, score: 509.443207, desc: Mexican actress, 1075 / 9131, 0.12\n",
+      "OK: Blanka Vlašić, score: 559.070496, desc: Croatian athlete, 1076 / 9131, 0.12\n",
+      "OK: Blythe Danner, score: 586.682068, desc: American actress, 1077 / 9131, 0.12\n",
+      "OK: Bo Bice, score: 472.383606, desc: American singer, 1078 / 9131, 0.12\n",
+      "OK: Bo Burnham, score: 629.695007, desc: American comedian, 1079 / 9131, 0.12\n",
+      "OK: Bo Derek, score: 593.207214, desc: American film actress, 1080 / 9131, 0.12\n",
+      "OK: Bo Pelini, score: 483.099457, desc: Football head coach, 1081 / 9131, 0.12\n",
+      "OK: Bo Ryan, score: 444.944214, desc: American basketball coach, 1082 / 9131, 0.12\n",
+      "OK: Bob Baffert, score: 518.043213, desc: American horse trainer, 1083 / 9131, 0.12\n",
+      "OK: Bob Beckel, score: 439.943451, desc: American political analyst, 1084 / 9131, 0.12\n",
+      "OK: Bob Bradley, score: 523.64978, desc: American soccer team manager, 1085 / 9131, 0.12\n",
+      "OK: Bob Corker, score: 560.495605, desc: United States Senator, 1086 / 9131, 0.12\n",
+      "OK: Bob Costas, score: 624.074341, desc: American sportscaster, 1087 / 9131, 0.12\n",
+      "OK: Bob Crow, score: 380.447021, desc: British Political figure, 1088 / 9131, 0.12\n",
+      "OK: Bob Diamond, score: 400.714081, desc: American-British banker, 1089 / 9131, 0.12\n",
+      "OK: Bob Guiney, score: 447.807068, desc: Television program host, 1090 / 9131, 0.12\n",
+      "OK: Bob Huggins, score: 473.68515, desc: American basketball coach, 1091 / 9131, 0.12\n",
+      "OK: Bob Iger, score: 589.738098, desc: Chief Executive Officer of Disney, 1092 / 9131, 0.12\n",
+      "OK: Bob Lutz, score: 448.792633, desc: American-Swiss executive, 1093 / 9131, 0.12\n",
+      "OK: Bob Marley, score: 1365.557373, desc: Jamaican singer-songwriter, 1094 / 9131, 0.12\n",
+      "OK: Bob Melvin, score: 477.749664, desc: American baseball manager, 1095 / 9131, 0.12\n",
+      "OK: Bob Menendez, score: 767.932617, desc: United States Senator, 1096 / 9131, 0.12\n",
+      "OK: Bob Peeters, score: 423.267456, desc: Belgian football manager, 1097 / 9131, 0.12\n",
+      "OK: Bob Stoops, score: 561.859009, desc: Football coach, 1098 / 9131, 0.12\n",
+      "OK: Boban Bajković, score: 355.028107, desc: Soccer goalkeeper, 1099 / 9131, 0.12\n",
+      "OK: Boban Marjanović, score: 563.053528, desc: Serbian basketball player, 1100 / 9131, 0.12\n",
+      "OK: Bobbi Sue Luther, score: 522.587219, desc: American model, 1101 / 9131, 0.12\n",
+      "OK: Bobbie Eakes, score: 410.68515, desc: American actress, 1102 / 9131, 0.12\n",
+      "OK: Bobbie Gentry, score: 562.557678, desc: American singer-songwriter, 1103 / 9131, 0.12\n",
+      "OK: Bobby Darin, score: 663.205383, desc: American singer-songwriter, 1104 / 9131, 0.12\n",
+      "OK: Bobby Gillespie, score: 456.640015, desc: Musician, 1105 / 9131, 0.12\n",
+      "OK: Bobby Jindal, score: 681.257263, desc: Former Governor of Louisiana, 1106 / 9131, 0.12\n",
+      "OK: Bobby McFerrin, score: 611.295471, desc: American vocalist, 1107 / 9131, 0.12\n",
+      "OK: Bobby Morley, score: 268.418671, desc: Australian actor, 1108 / 9131, 0.12\n",
+      "OK: Bobby Roode, score: 610.602722, desc: Canadian professional wrestler, 1109 / 9131, 0.12\n",
+      "OK: Bobby Voelker, score: 295.700348, desc: , 1110 / 9131, 0.12\n",
+      "OK: Bobby Zamora, score: 490.182281, desc: Soccer player, 1111 / 9131, 0.12\n",
+      "OK: Bodhi Elfman, score: 452.247162, desc: American actor, 1112 / 9131, 0.12\n",
+      "OK: Bodil Jørgensen, score: 431.342499, desc: Danish film actress, 1113 / 9131, 0.12\n",
+      "OK: Bodo Ramelow, score: 417.279175, desc: German Politician, 1114 / 9131, 0.12\n",
+      "OK: Boediono, score: 36.822105, desc: Former Vice President of Indonesia, 1115 / 9131, 0.12\n",
+      "OK: Bogusław Linda, score: 496.590332, desc: Polish actor, 1116 / 9131, 0.12\n",
+      "OK: Bohuslav Sobotka, score: 434.891174, desc: Former Prime Minister of the Czech Republic, 1117 / 9131, 0.12\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Bojan Bogdanović, score: 500.08728, desc: Basketball player, 1118 / 9131, 0.12\n",
+      "OK: Bojan Krkić, score: 610.389954, desc: Spanish soccer player, 1119 / 9131, 0.12\n",
+      "OK: Bojan Pajtić, score: 362.249695, desc: President of the Government of Vojvodina, 1120 / 9131, 0.12\n",
+      "OK: Bojana Jovanovski, score: 398.843781, desc: Serbian tennis player, 1121 / 9131, 0.12\n",
+      "OK: Boman Irani, score: 528.241638, desc: Indian film actor, 1122 / 9131, 0.12\n",
+      "OK: Bong Joon-ho, score: 692.548523, desc: South Korean film director, 1123 / 9131, 0.12\n",
+      "OK: Bonnie McKee, score: 476.808777, desc: American singer, 1124 / 9131, 0.12\n",
+      "OK: Bonnie Raitt, score: 658.329895, desc: American singer-songwriter, 1125 / 9131, 0.12\n",
+      "OK: Boo Weekley, score: 418.267944, desc: American professional golfer, 1126 / 9131, 0.12\n",
+      "OK: Boris Becker, score: 773.755981, desc: Tennis player, 1127 / 9131, 0.12\n",
+      "OK: Boris Berezovsky, score: 626.312439, desc: Government official, 1128 / 9131, 0.12\n",
+      "OK: Boris Diaw, score: 568.011841, desc: French basketball player, 1129 / 9131, 0.12\n",
+      "OK: Boris Johnson, score: 971.558777, desc: Member of Parliament of the United Kingdom, 1130 / 9131, 0.12\n",
+      "OK: Boris Tadić, score: 496.986816, desc: Former President of Serbia, 1131 / 9131, 0.12\n",
+      "OK: Borja Valero, score: 503.579437, desc: Spanish soccer player, 1132 / 9131, 0.12\n",
+      "OK: Borys Szyc, score: 441.251434, desc: Polish actor, 1133 / 9131, 0.12\n",
+      "OK: Bouabdellah Tahri, score: 431.181183, desc: Olympic athlete, 1134 / 9131, 0.12\n",
+      "OK: Boyko Borisov, score: 320.128174, desc: Prime Minister of Bulgaria, 1135 / 9131, 0.12\n",
+      "OK: Boško Janković, score: 412.121246, desc: Serbian soccer player, 1136 / 9131, 0.12\n",
+      "OK: Božidar Kalmeta, score: 345.996429, desc: Croatian Politician, 1137 / 9131, 0.12\n",
+      "OK: Bracha van Doesburgh, score: 583.795654, desc: Dutch actress, 1138 / 9131, 0.12\n",
+      "OK: Brad Friedel, score: 530.361938, desc: Coach, 1139 / 9131, 0.12\n",
+      "OK: Brad Garrett, score: 611.987732, desc: American stand-up comedian, 1140 / 9131, 0.12\n",
+      "OK: Brad Gushue, score: 441.472565, desc: Canadian curler, 1141 / 9131, 0.12\n",
+      "OK: Brad Hogg, score: 446.545319, desc: Australian cricketer, 1142 / 9131, 0.13\n",
+      "OK: Brad Marchand, score: 489.871552, desc: Canadian ice hockey player, 1143 / 9131, 0.13\n",
+      "OK: Brad Pitt, score: 853.998718, desc: American actor, 1144 / 9131, 0.13\n",
+      "OK: Brad Wall, score: 425.213898, desc: Former Premier of Saskatchewan, 1145 / 9131, 0.13\n",
+      "OK: Bradley James, score: 541.506775, desc: Actor, 1146 / 9131, 0.13\n",
+      "OK: Bradley Wiggins, score: 745.182678, desc: Professional road racing cyclist, 1147 / 9131, 0.13\n",
+      "OK: Brady Hoke, score: 461.937164, desc: Football coach, 1148 / 9131, 0.13\n",
+      "OK: Brahim Asloum, score: 423.324707, desc: French boxer, 1149 / 9131, 0.13\n",
+      "OK: Brahmanandam, score: 51.797832, desc: Indian film actor, 1150 / 9131, 0.13\n",
+      "OK: Branch Warren, score: 421.689178, desc: American bodybuilder, 1151 / 9131, 0.13\n",
+      "OK: Brandan Wright, score: 438.733368, desc: American basketball player, 1152 / 9131, 0.13\n",
+      "OK: Brando Eaton, score: 420.411835, desc: American film actor, 1153 / 9131, 0.13\n",
+      "OK: Brandon Beemer, score: 402.493866, desc: Actor, 1154 / 9131, 0.13\n",
+      "OK: Brandon Jennings, score: 565.78949, desc: American basketball player, 1155 / 9131, 0.13\n",
+      "OK: Brandon Knight, score: 539.629761, desc: American basketball player, 1156 / 9131, 0.13\n",
+      "OK: Brandon Routh, score: 582.530334, desc: American actor, 1157 / 9131, 0.13\n",
+      "OK: Brandon Roy, score: 522.665833, desc: American basketball coach, 1158 / 9131, 0.13\n",
+      "OK: Brandon Ríos, score: 446.033081, desc: Professional boxer, 1159 / 9131, 0.13\n",
+      "OK: Brandon Sutter, score: 408.152679, desc: American-Canadian ice hockey player, 1160 / 9131, 0.13\n",
+      "OK: Brandt Snedeker, score: 525.361633, desc: American professional golfer, 1161 / 9131, 0.13\n",
+      "OK: Brandy Ledford, score: 468.516785, desc: Actress, 1162 / 9131, 0.13\n",
+      "OK: Brandy Norwood, score: 727.894409, desc: American singer-songwriter, 1163 / 9131, 0.13\n",
+      "OK: Branford Marsalis, score: 553.2547, desc: American saxophonist, 1164 / 9131, 0.13\n",
+      "OK: Branimir Glavaš, score: 360.45816, desc: Politician, 1165 / 9131, 0.13\n",
+      "OK: Branka Katić, score: 447.533051, desc: Serbian actress, 1166 / 9131, 0.13\n",
+      "OK: Brant Daugherty, score: 505.040192, desc: American actor, 1167 / 9131, 0.13\n",
+      "OK: Brayden Schenn, score: 442.708221, desc: Ice hockey centre, 1168 / 9131, 0.13\n",
+      "OK: Brea Grant, score: 437.376007, desc: American actress, 1169 / 9131, 0.13\n",
+      "OK: Brede Hangeland, score: 445.500702, desc: Norwegian soccer player, 1170 / 9131, 0.13\n",
+      "OK: Brenda Gandini, score: 426.823944, desc: Argentine actress, 1171 / 9131, 0.13\n",
+      "OK: Brenda Strong, score: 526.676758, desc: American actress, 1172 / 9131, 0.13\n",
+      "OK: Brendan Coyle, score: 532.360291, desc: Actor, 1173 / 9131, 0.13\n",
+      "OK: Brendan Fehr, score: 489.71579, desc: Canadian film actor, 1174 / 9131, 0.13\n",
+      "OK: Brendan Rodgers, score: 589.445496, desc: Football coach, 1175 / 9131, 0.13\n",
+      "OK: Brent Seabrook, score: 440.248566, desc: Ice hockey defenceman, 1176 / 9131, 0.13\n",
+      "OK: Bret Bielema, score: 494.784454, desc: Football coach, 1177 / 9131, 0.13\n",
+      "OK: Bret Michaels, score: 761.688904, desc: American singer-songwriter, 1178 / 9131, 0.13\n",
+      "OK: Brett Cullen, score: 481.496368, desc: American actor, 1179 / 9131, 0.13\n",
+      "OK: Brett Holman, score: 422.252167, desc: Australian soccer player, 1180 / 9131, 0.13\n",
+      "OK: Brett Keisel, score: 431.356506, desc: Football defensive end, 1181 / 9131, 0.13\n",
+      "OK: Brett Tucker, score: 443.086151, desc: Australian actor, 1182 / 9131, 0.13\n",
+      "OK: Bria Murphy, score: 425.151794, desc: American actress, 1183 / 9131, 0.13\n",
+      "OK: Brian Austin Green, score: 791.882263, desc: American actor, 1184 / 9131, 0.13\n",
+      "OK: Brian Cowen, score: 454.67395, desc: Former Taoiseach, 1185 / 9131, 0.13\n",
+      "OK: Brian Dietzen, score: 453.30896, desc: American actor, 1186 / 9131, 0.13\n",
+      "OK: Brian Harman, score: 428.493164, desc: American professional golfer, 1187 / 9131, 0.13\n",
+      "OK: Brian Holm, score: 444.502014, desc: Danish bicycle rider, 1188 / 9131, 0.13\n",
+      "OK: Brian Joo, score: 419.018646, desc: Record producer, 1189 / 9131, 0.13\n",
+      "OK: Brian Joubert, score: 515.36731, desc: French figure skater, 1190 / 9131, 0.13\n",
+      "OK: Brian May, score: 971.569641, desc: Musician, 1191 / 9131, 0.13\n",
+      "OK: Brian McKnight, score: 677.750366, desc: American singer-songwriter, 1192 / 9131, 0.13\n",
+      "OK: Brian Sabean, score: 401.94455, desc: Baseball manager, 1193 / 9131, 0.13\n",
+      "OK: Brian Schweitzer, score: 389.952789, desc: Former Governor of Montana, 1194 / 9131, 0.13\n",
+      "OK: Brian Stann, score: 419.019501, desc: American mixed martial artist, 1195 / 9131, 0.13\n",
+      "OK: Brian Stokes Mitchell, score: 632.092712, desc: American film actor, 1196 / 9131, 0.13\n",
+      "OK: Brian Tee, score: 477.434265, desc: American-Japanese actor, 1197 / 9131, 0.13\n",
+      "OK: Brian Van Holt, score: 587.996277, desc: American actor, 1198 / 9131, 0.13\n",
+      "OK: Brian Vickers, score: 473.405029, desc: American race car driver, 1199 / 9131, 0.13\n",
+      "OK: Brian Viloria, score: 398.21048, desc: American professional boxer, 1200 / 9131, 0.13\n",
+      "OK: Briana Evigan, score: 568.342712, desc: American actress, 1201 / 9131, 0.13\n",
+      "OK: Brianna Keilar, score: 477.999451, desc: Correspondent, 1202 / 9131, 0.13\n",
+      "OK: Brice Hortefeux, score: 411.414795, desc: French Politician, 1203 / 9131, 0.13\n",
+      "OK: Bridget Hall, score: 498.780884, desc: American model, 1204 / 9131, 0.13\n",
+      "OK: Bridget Maasland, score: 442.215179, desc: Dutch VJ, 1205 / 9131, 0.13\n",
+      "OK: Bridget Marquardt, score: 470.338989, desc: American television personality, 1206 / 9131, 0.13\n",
+      "OK: Bridgetta Tomarchio, score: 334.928894, desc: American actress, 1207 / 9131, 0.13\n",
+      "OK: Bridgit Mendler, score: 651.59436, desc: American actress, 1208 / 9131, 0.13\n",
+      "OK: Brie Bella, score: 616.429993, desc: American professional wrestler, 1209 / 9131, 0.13\n",
+      "OK: Brie Larson, score: 717.026306, desc: American actress, 1210 / 9131, 0.13\n",
+      "OK: Brigitte Lin, score: 534.059998, desc: Actress, 1211 / 9131, 0.13\n",
+      "OK: Bristol Palin, score: 549.900452, desc: American public speaker, 1212 / 9131, 0.13\n",
+      "OK: Britney Spears, score: 1214.616577, desc: American singer-songwriter, 1213 / 9131, 0.13\n",
+      "OK: Britt Ekland, score: 564.030823, desc: Swedish actress, 1214 / 9131, 0.13\n",
+      "OK: Britt Hagedorn, score: 388.03952, desc: German model, 1215 / 9131, 0.13\n",
+      "OK: Britt McHenry, score: 450.518097, desc: Commentator, 1216 / 9131, 0.13\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Britta Heidemann, score: 454.791412, desc: , 1217 / 9131, 0.13\n",
+      "OK: Brittany Allen, score: 427.009399, desc: Canadian actress, 1218 / 9131, 0.13\n",
+      "OK: Brittany Daniel, score: 538.233887, desc: American television actress, 1219 / 9131, 0.13\n",
+      "OK: Brittany Snow, score: 598.66095, desc: American actress, 1220 / 9131, 0.13\n",
+      "OK: Brittney Griner, score: 619.47937, desc: American basketball player, 1221 / 9131, 0.13\n",
+      "OK: Brittny Gastineau, score: 422.279938, desc: American model, 1222 / 9131, 0.13\n",
+      "OK: Brix Smith, score: 449.304718, desc: American singer, 1223 / 9131, 0.13\n",
+      "OK: Brock Lesnar, score: 778.976196, desc: American professional wrestler, 1224 / 9131, 0.13\n",
+      "OK: Brodinski, score: 33.55125, desc: French DJ, 1225 / 9131, 0.13\n",
+      "OK: Brody Jenner, score: 597.909424, desc: American television personality, 1226 / 9131, 0.13\n",
+      "OK: Bronisław Komorowski, score: 518.201599, desc: Former President of Poland, 1227 / 9131, 0.13\n",
+      "OK: Bronson Arroyo, score: 468.646118, desc: Professional baseball pitcher, 1228 / 9131, 0.13\n",
+      "OK: Brook Lopez, score: 560.171387, desc: American basketball player, 1229 / 9131, 0.13\n",
+      "OK: Brooke Burns, score: 546.118286, desc: American model, 1230 / 9131, 0.13\n",
+      "OK: Brooke Kinsella, score: 416.524963, desc: Actress, 1231 / 9131, 0.13\n",
+      "OK: Brooke Langton, score: 488.740723, desc: American actress, 1232 / 9131, 0.13\n",
+      "OK: Brooke Nevin, score: 473.082062, desc: Canadian actress, 1233 / 9131, 0.14\n",
+      "OK: Brooke Tessmacher, score: 353.598267, desc: American model, 1234 / 9131, 0.14\n",
+      "OK: Brooke Valentine, score: 472.548096, desc: American singer, 1235 / 9131, 0.14\n",
+      "OK: Brooklyn Sudano, score: 459.850128, desc: American actress, 1236 / 9131, 0.14\n",
+      "OK: Brooks Orpik, score: 494.166687, desc: Ice hockey defenseman, 1237 / 9131, 0.14\n",
+      "OK: Bruce Arians, score: 545.710693, desc: Former football player, 1238 / 9131, 0.14\n",
+      "OK: Bruce Bochy, score: 497.663452, desc: Soccer manager, 1239 / 9131, 0.14\n",
+      "OK: Bruce Greenwood, score: 554.441772, desc: Canadian actor, 1240 / 9131, 0.14\n",
+      "OK: Bruce Jenner, score: 542.758728, desc: American television personality, 1241 / 9131, 0.14\n",
+      "OK: Bruce Willis, score: 766.95459, desc: American actor, 1242 / 9131, 0.14\n",
+      "OK: Bruna Abdullah, score: 446.785675, desc: Actress, 1243 / 9131, 0.14\n",
+      "OK: Bruna Tenório, score: 359.214172, desc: Brazilian model, 1244 / 9131, 0.14\n",
+      "OK: Bruno Alves, score: 582.942261, desc: Portuguese soccer player, 1245 / 9131, 0.14\n",
+      "OK: Bruno Bichir, score: 443.350861, desc: Mexican actor, 1246 / 9131, 0.14\n",
+      "OK: Bruno Gollnisch, score: 405.130524, desc: French Politician, 1247 / 9131, 0.14\n",
+      "OK: Bruno Labbadia, score: 508.923462, desc: Soccer player, 1248 / 9131, 0.14\n",
+      "OK: Bruno Le Maire, score: 708.562073, desc: French Politician, 1249 / 9131, 0.14\n",
+      "OK: Bruno Le Roux, score: 481.250671, desc: Political leader, 1250 / 9131, 0.14\n",
+      "OK: Bruno Madinier, score: 388.294922, desc: Actor, 1251 / 9131, 0.14\n",
+      "OK: Bruno Martins Indi, score: 663.565674, desc: Dutch-Portuguese soccer player, 1252 / 9131, 0.14\n",
+      "OK: Bruno Senna, score: 530.929443, desc: Brazilian racing driver, 1253 / 9131, 0.14\n",
+      "OK: Bruno Solo, score: 380.144989, desc: Actor, 1254 / 9131, 0.14\n",
+      "OK: Bruno Spengler, score: 424.770599, desc: Canadian racing driver, 1255 / 9131, 0.14\n",
+      "OK: Bryan Ruiz, score: 580.24585, desc: Costa Rican soccer player, 1256 / 9131, 0.14\n",
+      "OK: Bryant Gumbel, score: 517.128967, desc: American journalist, 1257 / 9131, 0.14\n",
+      "OK: Bryant McKinnie, score: 431.966278, desc: Football offensive tackle, 1258 / 9131, 0.14\n",
+      "OK: Bubba Watson, score: 575.843384, desc: American professional golfer, 1259 / 9131, 0.14\n",
+      "OK: Buck Showalter, score: 587.604919, desc: American baseball manager, 1260 / 9131, 0.14\n",
+      "OK: Bucky Covington, score: 427.761993, desc: American singer, 1261 / 9131, 0.14\n",
+      "OK: Bud Cort, score: 446.289825, desc: American film actor, 1262 / 9131, 0.14\n",
+      "OK: Buddy Holly, score: 952.870056, desc: American musician, 1263 / 9131, 0.14\n",
+      "OK: Buju Banton, score: 562.645569, desc: Jamaican musician, 1264 / 9131, 0.14\n",
+      "OK: Bun B, score: 576.735107, desc: American rapper, 1265 / 9131, 0.14\n",
+      "OK: Bunga Citra Lestari, score: 679.329529, desc: Indonesian singer, 1266 / 9131, 0.14\n",
+      "OK: Burcu Güneş, score: 472.403381, desc: Turkish singer, 1267 / 9131, 0.14\n",
+      "OK: Burning Spear, score: 565.923828, desc: Jamaican singer, 1268 / 9131, 0.14\n",
+      "OK: Buster Posey, score: 657.723572, desc: Baseball catcher, 1269 / 9131, 0.14\n",
+      "OK: Busy Philipps, score: 582.423828, desc: American actress, 1270 / 9131, 0.14\n",
+      "OK: Buzz Williams, score: 394.528717, desc: American basketball coach, 1271 / 9131, 0.14\n",
+      "OK: Buğra Gülsoy, score: 494.243011, desc: Turkish actor, 1272 / 9131, 0.14\n",
+      "OK: Byron Scott, score: 571.839478, desc: American basketball coach, 1273 / 9131, 0.14\n",
+      "OK: Bára Nesvadbová, score: 358.931885, desc: Writer, 1274 / 9131, 0.14\n",
+      "OK: Bárbara Bermudo, score: 460.879913, desc: Puerto Rican journalist, 1275 / 9131, 0.14\n",
+      "OK: Bárbara Mori, score: 575.961365, desc: Mexican-Uruguayan actress, 1276 / 9131, 0.14\n",
+      "OK: Bárbara Palacios, score: 426.960144, desc: Spanish-Venezuelan writer, 1277 / 9131, 0.14\n",
+      "OK: Börje Salming, score: 478.870087, desc: Ice hockey defenceman, 1278 / 9131, 0.14\n",
+      "OK: Bülent Arınç, score: 509.050568, desc: Turkish Politician, 1279 / 9131, 0.14\n",
+      "OK: C.C. DeVille, score: 466.681854, desc: Guitarist, 1280 / 9131, 0.14\n",
+      "OK: C.C.Catch, score: 13.074875, desc: Dutch-German singer, 1281 / 9131, 0.14\n",
+      "OK: CJ Gibson, score: 337.742004, desc: Model, 1282 / 9131, 0.14\n",
+      "OK: CM Punk, score: 747.022827, desc: American mixed martial artist, 1283 / 9131, 0.14\n",
+      "OK: Cacá Bueno, score: 527.286438, desc: Brazilian racing driver, 1284 / 9131, 0.14\n",
+      "OK: Cafú, score: 49.042255, desc: Brazilian soccer player, 1285 / 9131, 0.14\n",
+      "OK: Cain Velasquez, score: 569.943909, desc: Mixed martial artist, 1286 / 9131, 0.14\n",
+      "OK: Caio Ribeiro, score: 471.771515, desc: Soccer player, 1287 / 9131, 0.14\n",
+      "OK: Caissie Levy, score: 405.746918, desc: Canadian actress, 1288 / 9131, 0.14\n",
+      "OK: Caitlin Foord, score: 413.912048, desc: Australian soccer player, 1289 / 9131, 0.14\n",
+      "OK: Caitlin Stasey, score: 520.384033, desc: Australian actress, 1290 / 9131, 0.14\n",
+      "OK: Caitlin Upton, score: 442.257935, desc: American fashion model, 1291 / 9131, 0.14\n",
+      "OK: Cal Clutterbuck, score: 386.593231, desc: Ice hockey winger, 1292 / 9131, 0.14\n",
+      "OK: Caleigh Peters, score: 344.071838, desc: Musician, 1293 / 9131, 0.14\n",
+      "OK: Calista Flockhart, score: 599.354553, desc: American actress, 1294 / 9131, 0.14\n",
+      "OK: Callum Keith Rennie, score: 638.357056, desc: Television actor, 1295 / 9131, 0.14\n",
+      "OK: Calpernia Addams, score: 418.940704, desc: American author, 1296 / 9131, 0.14\n",
+      "OK: Cameron Crowe, score: 533.549927, desc: American director, 1297 / 9131, 0.14\n",
+      "OK: Cameron Quiseng, score: 298.8237, desc: American bassist, 1298 / 9131, 0.14\n",
+      "OK: Cameron Russell, score: 454.118958, desc: American model, 1299 / 9131, 0.14\n",
+      "OK: Cameron Winklevoss, score: 407.069336, desc: American entrepreneur, 1300 / 9131, 0.14\n",
+      "OK: Camila Alves, score: 499.748688, desc: American-Brazilian model, 1301 / 9131, 0.14\n",
+      "OK: Camila Batmanghelidjh, score: 385.420685, desc: Author, 1302 / 9131, 0.14\n",
+      "OK: Camilla Rosso, score: 293.172791, desc: Singer, 1303 / 9131, 0.14\n",
+      "OK: Camilla Rutherford, score: 367.818878, desc: Actress, 1304 / 9131, 0.14\n",
+      "OK: Camilla Thulin, score: 306.172302, desc: Costume designer, 1305 / 9131, 0.14\n",
+      "OK: Camilla, Duchess of Cornwall, score: 996.572083, desc: British duchess, 1306 / 9131, 0.14\n",
+      "OK: Camille Anderson, score: 369.874939, desc: American actress, 1307 / 9131, 0.14\n",
+      "OK: Camille Lacourt, score: 530.717651, desc: French swimmer, 1308 / 9131, 0.14\n",
+      "OK: Camille Muffat, score: 496.353088, desc: French swimmer, 1309 / 9131, 0.14\n",
+      "OK: Camilo Sesto, score: 589.955994, desc: Spanish singer, 1310 / 9131, 0.14\n",
+      "OK: Campbell Newman, score: 407.74762, desc: Former Premier of Queensland, 1311 / 9131, 0.14\n",
+      "OK: Camryn Manheim, score: 506.082977, desc: American actress, 1312 / 9131, 0.14\n",
+      "OK: Camélia Jordana, score: 518.322144, desc: French singer, 1313 / 9131, 0.14\n",
+      "OK: Candace Bailey, score: 407.08725, desc: American actress, 1314 / 9131, 0.14\n",
+      "OK: Candace Bushnell, score: 469.558655, desc: American author, 1315 / 9131, 0.14\n",
+      "OK: Candace Cameron-Bure, score: 829.328918, desc: American actress, 1316 / 9131, 0.14\n",
+      "OK: Candace Kita, score: 377.268585, desc: Actress, 1317 / 9131, 0.14\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Candace Parker, score: 649.13739, desc: American basketball player, 1318 / 9131, 0.14\n",
+      "OK: Candan Erçetin, score: 533.277466, desc: Turkish singer-songwriter, 1319 / 9131, 0.14\n",
+      "OK: Candice Crawford, score: 397.383301, desc: , 1320 / 9131, 0.14\n",
+      "OK: Candice Dupree, score: 482.298096, desc: Basketball player, 1321 / 9131, 0.14\n",
+      "OK: Candice Falzon, score: 211.640549, desc: Australian model, 1322 / 9131, 0.14\n",
+      "OK: Candice Michelle, score: 522.858887, desc: Model, 1323 / 9131, 0.14\n",
+      "OK: Candice Night, score: 449.762543, desc: American vocalist, 1324 / 9131, 0.15\n",
+      "OK: Candy Dulfer, score: 562.039246, desc: Dutch saxophonist, 1325 / 9131, 0.15\n",
+      "OK: Caner Erkin, score: 529.348755, desc: Turkish soccer player, 1326 / 9131, 0.15\n",
+      "OK: Cansel Elçin, score: 446.553528, desc: Actor, 1327 / 9131, 0.15\n",
+      "OK: Cansu Dere, score: 533.991211, desc: Turkish film actress, 1328 / 9131, 0.15\n",
+      "OK: Caprice Bourret, score: 460.53418, desc: American businesswoman, 1329 / 9131, 0.15\n",
+      "OK: Cara Dillon, score: 445.113342, desc: Singer, 1330 / 9131, 0.15\n",
+      "OK: CariDee English, score: 445.604706, desc: American fashion model, 1331 / 9131, 0.15\n",
+      "OK: Carice van Houten, score: 816.994324, desc: Dutch actress, 1332 / 9131, 0.15\n",
+      "OK: Carina Vogt, score: 424.563934, desc: German ski jumper, 1333 / 9131, 0.15\n",
+      "OK: Carissa Putri, score: 398.140015, desc: Indonesian actress, 1334 / 9131, 0.15\n",
+      "OK: Carl Barât, score: 486.350189, desc: Musician, 1335 / 9131, 0.15\n",
+      "OK: Carl Edwards, score: 594.000061, desc: American race car driver, 1336 / 9131, 0.15\n",
+      "OK: Carl Frampton, score: 568.88501, desc: Boxer, 1337 / 9131, 0.15\n",
+      "OK: Carl Froch, score: 511.192505, desc: Professional boxer, 1338 / 9131, 0.15\n",
+      "OK: Carl Haglund, score: 381.556824, desc: Finnish Politician, 1339 / 9131, 0.15\n",
+      "OK: Carl Medjani, score: 457.681976, desc: Soccer player, 1340 / 9131, 0.15\n",
+      "OK: Carla Bonner, score: 399.174347, desc: Australian actress, 1341 / 9131, 0.15\n",
+      "OK: Carla Bruni, score: 658.55011, desc: French-Italian singer-songwriter, 1342 / 9131, 0.15\n",
+      "OK: Carla Gugino, score: 621.435669, desc: American actress, 1343 / 9131, 0.15\n",
+      "OK: Carla Ortiz, score: 402.954102, desc: Bolivian actress, 1344 / 9131, 0.15\n",
+      "OK: Carla Rebecchi, score: 450.292328, desc: Argentine field hockey player, 1345 / 9131, 0.15\n",
+      "OK: Carles Puyol, score: 663.196045, desc: Spanish soccer player, 1346 / 9131, 0.15\n",
+      "OK: Carley Stenson, score: 382.094727, desc: Actress, 1347 / 9131, 0.15\n",
+      "OK: Carli Lloyd, score: 639.083557, desc: American soccer player, 1348 / 9131, 0.15\n",
+      "OK: Carlinhos Bala, score: 369.579926, desc: Soccer striker, 1349 / 9131, 0.15\n",
+      "OK: Carlo Ancelotti, score: 681.599548, desc: Italian soccer player, 1350 / 9131, 0.15\n",
+      "OK: Carlo Conti, score: 474.895905, desc: Italian television presenter, 1351 / 9131, 0.15\n",
+      "OK: Carlo Verdone, score: 539.473938, desc: Italian actor, 1352 / 9131, 0.15\n",
+      "OK: Carlos Areces, score: 408.523895, desc: Spanish comics artist, 1353 / 9131, 0.15\n",
+      "OK: Carlos Arthur Nuzman, score: 483.425781, desc: Brazilian lawyer, 1354 / 9131, 0.15\n",
+      "OK: Carlos Bardem, score: 436.158569, desc: Spanish actor, 1355 / 9131, 0.15\n",
+      "OK: Carlos Boozer, score: 570.85376, desc: American basketball player, 1356 / 9131, 0.15\n",
+      "OK: Carlos Carvalhal, score: 521.42627, desc: Portuguese soccer player, 1357 / 9131, 0.15\n",
+      "OK: Carlos Latre, score: 403.882721, desc: Spanish comedian, 1358 / 9131, 0.15\n",
+      "OK: Carlos Lupi, score: 369.337006, desc: President of PDT, 1359 / 9131, 0.15\n",
+      "OK: Carlos Mortensen, score: 400.606445, desc: , 1360 / 9131, 0.15\n",
+      "OK: Carlos Ocariz, score: 349.030823, desc: Venezuelan Politician, 1361 / 9131, 0.15\n",
+      "OK: Carlos Queiroz, score: 646.994568, desc: Football manager, 1362 / 9131, 0.15\n",
+      "OK: Carlos Sainz, Jr., score: 796.456299, desc: Spanish racing driver, 1363 / 9131, 0.15\n",
+      "OK: Carlos Tevez, score: 701.165771, desc: Argentine soccer player, 1364 / 9131, 0.15\n",
+      "OK: Carlos Tomada, score: 351.004517, desc: Argentine Politician, 1365 / 9131, 0.15\n",
+      "OK: Carlos Valderrama, score: 657.627625, desc: Soccer player, 1366 / 9131, 0.15\n",
+      "OK: Carlos Vela, score: 672.360229, desc: Soccer player, 1367 / 9131, 0.15\n",
+      "OK: Carlson Young, score: 458.481903, desc: American actress, 1368 / 9131, 0.15\n",
+      "OK: Carlton Cole, score: 483.726868, desc: Soccer player, 1369 / 9131, 0.15\n",
+      "OK: Carly Fiorina, score: 566.659424, desc: American businesswoman, 1370 / 9131, 0.15\n",
+      "OK: Carly Pope, score: 472.815674, desc: Actress, 1371 / 9131, 0.15\n",
+      "OK: Carly Schroeder, score: 441.503601, desc: American film actress, 1372 / 9131, 0.15\n",
+      "OK: Carman Lee, score: 27.849327, desc: 1997 film, 1373 / 9131, 0.15\n",
+      "OK: Carme Chacón, score: 497.525024, desc: Spanish lawyer, 1374 / 9131, 0.15\n",
+      "OK: Carmelo Anthony, score: 777.721924, desc: American basketball player, 1375 / 9131, 0.15\n",
+      "OK: Carmen Chaplin, score: 424.09491, desc: British-French actress, 1376 / 9131, 0.15\n",
+      "OK: Carmen Dominicci, score: 397.680878, desc: Journalist, 1377 / 9131, 0.15\n",
+      "OK: Carmen Ejogo, score: 498.827942, desc: British television actress, 1378 / 9131, 0.15\n",
+      "OK: Carmen Jordá, score: 457.282715, desc: Spanish racing driver, 1379 / 9131, 0.15\n",
+      "OK: Carmen Kass, score: 487.003204, desc: Estonian model, 1380 / 9131, 0.15\n",
+      "OK: Carmen Machi, score: 454.695679, desc: Spanish actress, 1381 / 9131, 0.15\n",
+      "OK: Carmen Nebel, score: 424.965088, desc: Television presenter, 1382 / 9131, 0.15\n",
+      "OK: Carmen Posadas, score: 391.101166, desc: Spanish-Uruguayan author, 1383 / 9131, 0.15\n",
+      "OK: Carmen Russo, score: 473.873474, desc: Italian dancer, 1384 / 9131, 0.15\n",
+      "OK: Carmine Appice, score: 500.028015, desc: American drummer, 1385 / 9131, 0.15\n",
+      "OK: Carmit Bachar, score: 442.805298, desc: American singer, 1386 / 9131, 0.15\n",
+      "OK: Carnie Wilson, score: 511.368805, desc: American singer, 1387 / 9131, 0.15\n",
+      "OK: Carol Alt, score: 498.623322, desc: American model, 1388 / 9131, 0.15\n",
+      "OK: Carol Costello, score: 440.798279, desc: American commentator, 1389 / 9131, 0.15\n",
+      "OK: Carol Gracias, score: 395.552734, desc: Indian super model, 1390 / 9131, 0.15\n",
+      "OK: Carol Kane, score: 592.296814, desc: American actress, 1391 / 9131, 0.15\n",
+      "OK: Carol McGiffin, score: 463.793945, desc: Radio broadcaster, 1392 / 9131, 0.15\n",
+      "OK: Carola Häggkvist, score: 586.027222, desc: Swedish singer, 1393 / 9131, 0.15\n",
+      "OK: Carole Gaessler, score: 412.688477, desc: French journalist, 1394 / 9131, 0.15\n",
+      "OK: Carole Laure, score: 448.795563, desc: Actress, 1395 / 9131, 0.15\n",
+      "OK: Carolina Crescentini, score: 469.890533, desc: Italian actress, 1396 / 9131, 0.15\n",
+      "OK: Carolina Dieckmann, score: 507.040833, desc: Brazilian actress, 1397 / 9131, 0.15\n",
+      "OK: Carolina Ferraz, score: 440.734406, desc: Brazilian actress, 1398 / 9131, 0.15\n",
+      "OK: Carolina Gómez, score: 448.699188, desc: Colombian actress, 1399 / 9131, 0.15\n",
+      "OK: Carolina Kasting, score: 409.667053, desc: Brazilian actress, 1400 / 9131, 0.15\n",
+      "OK: Carolina Klüft, score: 517.691528, desc: Swedish athlete, 1401 / 9131, 0.15\n",
+      "OK: Caroline Dhavernas, score: 482.193817, desc: Canadian actress, 1402 / 9131, 0.15\n",
+      "OK: Caroline Francischini, score: 406.312622, desc: Brazilian model, 1403 / 9131, 0.15\n",
+      "OK: Caroline Manzo, score: 459.027802, desc: American television personality, 1404 / 9131, 0.15\n",
+      "OK: Caroline Munro, score: 482.264282, desc: Actress, 1405 / 9131, 0.15\n",
+      "OK: Caroline Seger, score: 487.940338, desc: Swedish soccer player, 1406 / 9131, 0.15\n",
+      "OK: Caroline Sunshine, score: 484.242981, desc: American actress, 1407 / 9131, 0.15\n",
+      "OK: Caroline Trentini, score: 474.388672, desc: Brazilian supermodel, 1408 / 9131, 0.15\n",
+      "OK: Caroline Wensink, score: 307.689606, desc: Volleyball player, 1409 / 9131, 0.15\n",
+      "OK: Caroline af Ugglas, score: 554.907654, desc: Swedish singer, 1410 / 9131, 0.15\n",
+      "OK: Caroline, Princess of Hanover, score: 817.449402, desc: Heir presumptive, 1411 / 9131, 0.15\n",
+      "OK: Carolyn McCall, score: 379.433441, desc: Businessperson, 1412 / 9131, 0.15\n",
+      "OK: Carolyn Murphy, score: 514.077637, desc: American model, 1413 / 9131, 0.15\n",
+      "OK: Carrie Bickmore, score: 490.642212, desc: Australian television presenter, 1414 / 9131, 0.15\n",
+      "OK: Carrie Fletcher, score: 207.03772, desc: Singer-songwriter, 1415 / 9131, 0.15\n",
+      "OK: Carrie Prejean, score: 476.121124, desc: American model, 1416 / 9131, 0.16\n",
+      "OK: Carrie-Anne Moss, score: 842.346802, desc: Canadian actress, 1417 / 9131, 0.16\n",
+      "OK: Carroll West, score: 140.123856, desc: Author, 1418 / 9131, 0.16\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Carré Otis, score: 494.1875, desc: American model, 1419 / 9131, 0.16\n",
+      "OK: Carson Daly, score: 568.699646, desc: American television host, 1420 / 9131, 0.16\n",
+      "OK: Carsten Jancker, score: 483.755371, desc: Coach, 1421 / 9131, 0.16\n",
+      "OK: Carsten Maschmeyer, score: 438.203308, desc: German businessman, 1422 / 9131, 0.16\n",
+      "OK: Carsten Spengemann, score: 353.28006, desc: German actor, 1423 / 9131, 0.16\n",
+      "OK: Carter Oosterhouse, score: 413.986023, desc: American television personality, 1424 / 9131, 0.16\n",
+      "OK: Carwyn Jones, score: 444.603699, desc: First Minister of Wales, 1425 / 9131, 0.16\n",
+      "OK: Casemiro, score: 49.010303, desc: Brazilian soccer player, 1426 / 9131, 0.16\n",
+      "OK: Casey LaBow, score: 405.3414, desc: American film producer, 1427 / 9131, 0.16\n",
+      "OK: Casey Reinhardt, score: 375.957642, desc: American television personality, 1428 / 9131, 0.16\n",
+      "OK: Cash Warren, score: 451.655792, desc: Film producer, 1429 / 9131, 0.16\n",
+      "OK: Casper Christensen, score: 456.365448, desc: Danish TV show host, 1430 / 9131, 0.16\n",
+      "OK: Cassadee Pope, score: 563.991028, desc: American singer, 1431 / 9131, 0.16\n",
+      "OK: Cassandra Steen, score: 459.214783, desc: Singer, 1432 / 9131, 0.16\n",
+      "OK: Cassidy Freeman, score: 501.646851, desc: American actress, 1433 / 9131, 0.16\n",
+      "OK: Cassie Steele, score: 479.847351, desc: Canadian actress, 1434 / 9131, 0.16\n",
+      "OK: Caster Semenya, score: 584.44635, desc: Olympic athlete, 1435 / 9131, 0.16\n",
+      "OK: Catalina Aristizábal, score: 361.322388, desc: Actress, 1436 / 9131, 0.16\n",
+      "OK: Catalina Guirado, score: 285.822998, desc: English-New Zealand actor, 1437 / 9131, 0.16\n",
+      "OK: Catalina Robayo, score: 377.153198, desc: Colombian lawyer, 1438 / 9131, 0.16\n",
+      "OK: Caterine Ibargüen, score: 534.698486, desc: Colombian athlete, 1439 / 9131, 0.16\n",
+      "OK: Catharina Elmsäter-Svärd, score: 459.570862, desc: Swedish Politician, 1440 / 9131, 0.16\n",
+      "OK: Catherine Hickland, score: 465.589294, desc: American film actress, 1441 / 9131, 0.16\n",
+      "OK: Catherine Jenkins, score: 272.835815, desc: Soprano, 1442 / 9131, 0.16\n",
+      "OK: Catherine OHara, score: 74.059341, desc: American-Canadian actress, 1443 / 9131, 0.16\n",
+      "OK: Catherine Oxenberg, score: 545.581665, desc: American-Serbian actress, 1444 / 9131, 0.16\n",
+      "OK: Catherine Schell, score: 453.846497, desc: Actress, 1445 / 9131, 0.16\n",
+      "OK: Catherine Siachoque, score: 499.382996, desc: Colombian actress, 1446 / 9131, 0.16\n",
+      "OK: Catherine Spaak, score: 469.937164, desc: French-Italian actress, 1447 / 9131, 0.16\n",
+      "OK: Catherine Tyldesley, score: 457.929077, desc: Actress, 1448 / 9131, 0.16\n",
+      "OK: Catherine, Duchess of Cambridge, score: 1015.769592, desc: Duchess of Cambridge, 1449 / 9131, 0.16\n",
+      "OK: Cathy Tsui, score: 383.240936, desc: Actor, 1450 / 9131, 0.16\n",
+      "OK: Catt Sadler, score: 427.693115, desc: News anchor, 1451 / 9131, 0.16\n",
+      "OK: Cayetano Rivera Ordóñez, score: 616.934814, desc: Spanish torero, 1452 / 9131, 0.16\n",
+      "OK: Cayo Lara, score: 341.358185, desc: Spanish Politician, 1453 / 9131, 0.16\n",
+      "OK: Cazwell, score: 36.538345, desc: American rapper, 1454 / 9131, 0.16\n",
+      "OK: Cecile Richards, score: 417.678741, desc: American activist, 1455 / 9131, 0.16\n",
+      "OK: Cecilia Bolocco, score: 474.344635, desc: Chilean actress, 1456 / 9131, 0.16\n",
+      "OK: Cecilia Brækhus, score: 474.897491, desc: Boxer, 1457 / 9131, 0.16\n",
+      "OK: Cecilia Gabriela, score: 403.990631, desc: Mexican actress, 1458 / 9131, 0.16\n",
+      "OK: Cecilia Malmström, score: 481.225037, desc: Swedish Politician, 1459 / 9131, 0.16\n",
+      "OK: Cecilia Méndez, score: 323.01767, desc: Argentine fashion model, 1460 / 9131, 0.16\n",
+      "OK: Cedric Benson, score: 454.809113, desc: Football running back, 1461 / 9131, 0.16\n",
+      "OK: CeeLo Green, score: 675.680847, desc: American singer-songwriter, 1462 / 9131, 0.16\n",
+      "OK: Celeste Cid, score: 467.124664, desc: Argentine actress, 1463 / 9131, 0.16\n",
+      "OK: Celso Piña, score: 471.691437, desc: Singer, 1464 / 9131, 0.16\n",
+      "OK: Cem Adrian, score: 511.695404, desc: Musician, 1465 / 9131, 0.16\n",
+      "OK: Cem Yılmaz, score: 572.829834, desc: Turkish comedian, 1466 / 9131, 0.16\n",
+      "OK: Cem Özdemir, score: 499.390533, desc: Member of the German Bundestag, 1467 / 9131, 0.16\n",
+      "OK: Cemil Çiçek, score: 446.8508, desc: Turkish Politician, 1468 / 9131, 0.16\n",
+      "OK: Cengiz Çandar, score: 374.098969, desc: Turkish journalist, 1469 / 9131, 0.16\n",
+      "OK: Cerys Matthews, score: 498.442932, desc: Singer, 1470 / 9131, 0.16\n",
+      "OK: Cesar Millan, score: 566.978943, desc: American-Mexican television producer, 1471 / 9131, 0.16\n",
+      "OK: Cesare Bocci, score: 413.962067, desc: Italian actor, 1472 / 9131, 0.16\n",
+      "OK: Cesare Cremonini, score: 553.51062, desc: Italian singer-songwriter, 1473 / 9131, 0.16\n",
+      "OK: Cesare Prandelli, score: 562.84613, desc: Italian football coach, 1474 / 9131, 0.16\n",
+      "OK: Cesc Fàbregas, score: 846.080811, desc: Spanish soccer player, 1475 / 9131, 0.16\n",
+      "OK: Cevdet Yılmaz, score: 421.834198, desc: Turkish Politician, 1476 / 9131, 0.16\n",
+      "OK: Cezary Pazura, score: 469.38559, desc: Polish actor, 1477 / 9131, 0.16\n",
+      "OK: Cha Seung-won, score: 709.076416, desc: South Korean actor, 1478 / 9131, 0.16\n",
+      "OK: Chad Kroeger, score: 612.507996, desc: Canadian musician, 1479 / 9131, 0.16\n",
+      "OK: Chad Lindberg, score: 456.026764, desc: American actor, 1480 / 9131, 0.16\n",
+      "OK: Chad Lowe, score: 563.011108, desc: American actor, 1481 / 9131, 0.16\n",
+      "OK: Chad le Clos, score: 685.578369, desc: South African swimmer, 1482 / 9131, 0.16\n",
+      "OK: Chael Sonnen, score: 552.057434, desc: American mixed martial artist, 1483 / 9131, 0.16\n",
+      "OK: Chaka Khan, score: 698.391479, desc: American musician, 1484 / 9131, 0.16\n",
+      "OK: Chali 2na, score: 456.560638, desc: American rapper, 1485 / 9131, 0.16\n",
+      "OK: Chanda Kochhar, score: 507.763397, desc: Executive, 1486 / 9131, 0.16\n",
+      "OK: Chandler Parsons, score: 563.247009, desc: American basketball player, 1487 / 9131, 0.16\n",
+      "OK: Alexandra Chando, score: 422.502136, desc: American actress, 1488 / 9131, 0.16\n",
+      "OK: Chandra North, score: 403.269653, desc: American model, 1489 / 9131, 0.16\n",
+      "OK: Chanel Iman, score: 583.264709, desc: Supermodel, 1490 / 9131, 0.16\n",
+      "OK: Channing Tatum, score: 705.858093, desc: American actor, 1491 / 9131, 0.16\n",
+      "OK: Chantal Janzen, score: 505.48941, desc: Dutch actress, 1492 / 9131, 0.16\n",
+      "OK: Chantal Jouanno, score: 430.465973, desc: French Politician, 1493 / 9131, 0.16\n",
+      "OK: Chantal Kreviazuk, score: 487.726166, desc: Canadian singer-songwriter, 1494 / 9131, 0.16\n",
+      "OK: Chantal Poullain, score: 328.60318, desc: Actress, 1495 / 9131, 0.16\n",
+      "OK: Chantelle Houghton, score: 494.657257, desc: Television personality, 1496 / 9131, 0.16\n",
+      "OK: Chanté Moore, score: 509.672424, desc: American singer, 1497 / 9131, 0.16\n",
+      "OK: Charity Wakefield, score: 418.763885, desc: Actress, 1498 / 9131, 0.16\n",
+      "OK: Charl Schwartzel, score: 485.479858, desc: South African professional golfer, 1499 / 9131, 0.16\n",
+      "OK: Charlene Choi, score: 523.895264, desc: Actress, 1500 / 9131, 0.16\n",
+      "OK: Charles Aránguiz, score: 535.317566, desc: Chilean soccer player, 1501 / 9131, 0.16\n",
+      "OK: Charles Barkley, score: 702.920654, desc: American basketball player, 1502 / 9131, 0.16\n",
+      "OK: Charles Berling, score: 460.808563, desc: French actor, 1503 / 9131, 0.16\n",
+      "OK: Charles J. Chaput, score: 605.39978, desc: , 1504 / 9131, 0.16\n",
+      "OK: Charles Michel, score: 489.154694, desc: Prime Minister of Belgium, 1505 / 9131, 0.16\n",
+      "OK: Charles Rivkin, score: 360.508209, desc: American ambassador, 1506 / 9131, 0.16\n",
+      "OK: Charles Tillman, score: 441.141327, desc: Football cornerback, 1507 / 9131, 0.17\n",
+      "OK: Charley Boorman, score: 459.090729, desc: TV presenter, 1508 / 9131, 0.17\n",
+      "OK: Charley Pride, score: 593.692383, desc: American singer, 1509 / 9131, 0.17\n",
+      "OK: Charley Webb, score: 477.956665, desc: Actress, 1510 / 9131, 0.17\n",
+      "OK: Charli Baltimore, score: 470.283112, desc: Rapper, 1511 / 9131, 0.17\n",
+      "OK: Charlie Adam, score: 513.899963, desc: Soccer player, 1512 / 9131, 0.17\n",
+      "OK: Charlie Austin, score: 529.482056, desc: Soccer player, 1513 / 9131, 0.17\n",
+      "OK: Charlie Beck, score: 371.461609, desc: Police officer, 1514 / 9131, 0.17\n",
+      "OK: Charlie Carver, score: 506.924957, desc: American actor, 1515 / 9131, 0.17\n",
+      "OK: Charlie Crist, score: 553.447754, desc: U.S. Representative, 1516 / 9131, 0.17\n",
+      "OK: Charlie Dimmock, score: 461.208679, desc: Gardener, 1517 / 9131, 0.17\n",
+      "OK: Charlie Hunnam, score: 632.78363, desc: Actor, 1518 / 9131, 0.17\n",
+      "OK: Charlie Musselwhite, score: 496.39801, desc: Film score composer, 1519 / 9131, 0.17\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Charlie Sheen, score: 736.431213, desc: American actor, 1520 / 9131, 0.17\n",
+      "OK: Charlie Simpson, score: 477.409668, desc: Singer-songwriter, 1521 / 9131, 0.17\n",
+      "OK: Charlie Strong, score: 503.759613, desc: Football coach, 1522 / 9131, 0.17\n",
+      "OK: Charlie Villanueva, score: 470.789307, desc: American-Dominican basketball player, 1523 / 9131, 0.17\n",
+      "OK: Charlie Weber, score: 490.968353, desc: American actor, 1524 / 9131, 0.17\n",
+      "OK: Charlie Weis, score: 501.212738, desc: Football coach, 1525 / 9131, 0.17\n",
+      "OK: Charlotte Bellamy, score: 387.147888, desc: Actress, 1526 / 9131, 0.17\n",
+      "OK: Charlotte Casiraghi, score: 608.149353, desc: Industrialist, 1527 / 9131, 0.17\n",
+      "OK: Charlotte Church, score: 558.188293, desc: Singer-songwriter, 1528 / 9131, 0.17\n",
+      "HTTP Error 503: Service Unavailable Charlotte Hawkins\n",
+      "OK: Charlotte Hawkins, score: 440.915863, desc: Television presenter, 1529 / 9131, 0.17\n",
+      "OK: Charlotte Kalla, score: 521.263733, desc: Swedish cross-country skier, 1530 / 9131, 0.17\n",
+      "OK: Charlotte Rampling, score: 642.542236, desc: Actress, 1531 / 9131, 0.17\n",
+      "OK: Charlotte Riley, score: 555.700623, desc: Actress, 1532 / 9131, 0.17\n",
+      "OK: Charlotte Roche, score: 451.858917, desc: Television presenter, 1533 / 9131, 0.17\n",
+      "OK: Charlotte Salt, score: 434.925934, desc: Actress, 1534 / 9131, 0.17\n",
+      "OK: Charlotte Wessels, score: 452.471283, desc: Dutch singer-songwriter, 1535 / 9131, 0.17\n",
+      "OK: Chase Headley, score: 481.759033, desc: Baseball third baseman, 1536 / 9131, 0.17\n",
+      "OK: Cheb Mami, score: 549.045349, desc: Algerian musician, 1537 / 9131, 0.17\n",
+      "OK: Cheick Tioté, score: 524.801208, desc: Ivorian soccer player, 1538 / 9131, 0.17\n",
+      "OK: Chelsee Healey, score: 426.766785, desc: Actress, 1539 / 9131, 0.17\n",
+      "OK: Chelsie Hightower, score: 427.478455, desc: Dancer, 1540 / 9131, 0.17\n",
+      "OK: Chelsy Davy, score: 464.047119, desc: Businesswoman, 1541 / 9131, 0.17\n",
+      "OK: Chen Guangcheng, score: 441.401367, desc: Chinese lawyer, 1542 / 9131, 0.17\n",
+      "OK: Chen Kun, score: 541.3573, desc: Chinese actor, 1543 / 9131, 0.17\n",
+      "OK: Cherish Lee, score: 309.999207, desc: Actress, 1544 / 9131, 0.17\n",
+      "OK: Cheryl Casone, score: 382.291016, desc: Television presenter, 1545 / 9131, 0.17\n",
+      "OK: Cheryl Cole, score: 538.263062, desc: Singer, 1546 / 9131, 0.17\n",
+      "OK: Cheryl Hines, score: 561.36554, desc: American actress, 1547 / 9131, 0.17\n",
+      "OK: Cheryl Tiegs, score: 561.270752, desc: American model, 1548 / 9131, 0.17\n",
+      "OK: Chester Bennington, score: 689.246033, desc: American singer-songwriter, 1549 / 9131, 0.17\n",
+      "OK: Cheteshwar Pujara, score: 515.753784, desc: Indian cricketer, 1550 / 9131, 0.17\n",
+      "OK: Cheyenne Woods, score: 458.932129, desc: American professional golfer, 1551 / 9131, 0.17\n",
+      "OK: Chiaki Kuriyama, score: 578.709778, desc: Japanese actress, 1552 / 9131, 0.17\n",
+      "OK: Chiara Francini, score: 488.266571, desc: Italian actress, 1553 / 9131, 0.17\n",
+      "OK: Chico César, score: 464.929352, desc: Brazilian singer, 1554 / 9131, 0.17\n",
+      "OK: Chicão, score: 32.260448, desc: Brazilian soccer player, 1555 / 9131, 0.17\n",
+      "OK: Chin Ka-lok, score: 625.386658, desc: Actor, 1556 / 9131, 0.17\n",
+      "OK: China Moses, score: 426.274841, desc: American singer, 1557 / 9131, 0.17\n",
+      "OK: Chip Kelly, score: 615.564026, desc: Football coach, 1558 / 9131, 0.17\n",
+      "OK: Chiranjeevi, score: 82.035576, desc: Film actor, 1559 / 9131, 0.17\n",
+      "HTTP Error 503: Service Unavailable Chitrashi Rawat\n",
+      "OK: Chitrashi Rawat, score: 392.066376, desc: Indian film actress, 1560 / 9131, 0.17\n",
+      "OK: Chloe Madeley, score: 414.474701, desc: Television presenter, 1561 / 9131, 0.17\n",
+      "OK: Chloe Sims, score: 435.308838, desc: Television personality, 1562 / 9131, 0.17\n",
+      "OK: Chloé Dufour-Lapointe, score: 497.273529, desc: Canadian freestyle skier, 1563 / 9131, 0.17\n",
+      "OK: Chloë Sevigny, score: 664.144958, desc: American actress, 1564 / 9131, 0.17\n",
+      "OK: Cho Hyung-jae, score: 241.908737, desc: South Korean soccer player, 1565 / 9131, 0.17\n",
+      "OK: Cho Kyuhyun, score: 432.39743, desc: South Korean singer, 1566 / 9131, 0.17\n",
+      "OK: Choi Ji-woo, score: 777.350342, desc: South Korean actress, 1567 / 9131, 0.17\n",
+      "OK: Choi Siwon, score: 589.082092, desc: South Korean singer-songwriter, 1568 / 9131, 0.17\n",
+      "OK: Chord Overstreet, score: 566.566406, desc: American actor, 1569 / 9131, 0.17\n",
+      "OK: Chris Botti, score: 552.848206, desc: American trumpeter, 1570 / 9131, 0.17\n",
+      "OK: Chris Brunt, score: 457.439667, desc: Soccer player, 1571 / 9131, 0.17\n",
+      "OK: Chris Christie, score: 678.380188, desc: Former Governor of New Jersey, 1572 / 9131, 0.17\n",
+      "OK: Chris Cusiter, score: 343.246704, desc: , 1573 / 9131, 0.17\n",
+      "OK: Chris Daughtry, score: 534.273682, desc: American singer, 1574 / 9131, 0.17\n",
+      "OK: Chris Dodd, score: 753.098877, desc: Former United States Senator, 1575 / 9131, 0.17\n",
+      "OK: Chris Douglas-Roberts, score: 543.487732, desc: American basketball player, 1576 / 9131, 0.17\n",
+      "OK: Chris Duhon, score: 440.229004, desc: American basketball player, 1577 / 9131, 0.17\n",
+      "OK: Chris Gayle, score: 613.069946, desc: Cricketer, 1578 / 9131, 0.17\n",
+      "OK: Chris Hadfield, score: 589.187012, desc: Canadian astronaut, 1579 / 9131, 0.17\n",
+      "OK: Chris Hardwick, score: 676.958862, desc: American stand-up comedian, 1580 / 9131, 0.17\n",
+      "OK: Chris Hughton, score: 527.669861, desc: Soccer player, 1581 / 9131, 0.17\n",
+      "OK: Chris Isaak, score: 653.887573, desc: Musician, 1582 / 9131, 0.17\n",
+      "OK: Chris Judd, score: 544.638428, desc: Australian rules footballer, 1583 / 9131, 0.17\n",
+      "OK: Chris Kattan, score: 552.569092, desc: American actor, 1584 / 9131, 0.17\n",
+      "OK: Chris Oyakhilome, score: 487.026794, desc: Pastor, 1585 / 9131, 0.17\n",
+      "OK: Chris Pohl, score: 370.936493, desc: Musical artist, 1586 / 9131, 0.17\n",
+      "OK: Chris Pronger, score: 476.351837, desc: Ice hockey defenceman, 1587 / 9131, 0.17\n",
+      "OK: Chris Robshaw, score: 462.40506, desc: Rugby player, 1588 / 9131, 0.17\n",
+      "OK: Chris Smalling, score: 586.386658, desc: Soccer player, 1589 / 9131, 0.17\n",
+      "OK: Chris Squire, score: 520.121399, desc: Musician, 1590 / 9131, 0.17\n",
+      "OK: Chris Traynor, score: 376.186279, desc: American guitarist, 1591 / 9131, 0.17\n",
+      "OK: Chris Tremlett, score: 409.029388, desc: English cricketer, 1592 / 9131, 0.17\n",
+      "OK: Chris Van Hollen, score: 754.030701, desc: United States Senator, 1593 / 9131, 0.17\n",
+      "OK: Chrishell Stause, score: 436.309296, desc: American actress, 1594 / 9131, 0.17\n",
+      "OK: Chrissie Chau, score: 486.372223, desc: Actress, 1595 / 9131, 0.17\n",
+      "OK: Chrissie Wellington, score: 424.296387, desc: Triathlete, 1596 / 9131, 0.17\n",
+      "OK: Chrissy Teigen, score: 666.787781, desc: American model, 1597 / 9131, 0.17\n",
+      "OK: Christa Campbell, score: 431.281067, desc: American actress, 1598 / 9131, 0.18\n",
+      "OK: Christa Miller, score: 530.252441, desc: American actress, 1599 / 9131, 0.18\n",
+      "OK: Christel Khalil, score: 460.579987, desc: American actress, 1600 / 9131, 0.18\n",
+      "OK: Christian Benteke, score: 573.510254, desc: Soccer player, 1601 / 9131, 0.18\n",
+      "OK: Christian Benítez, score: 524.846863, desc: Soccer player, 1602 / 9131, 0.18\n",
+      "OK: Christian Berkel, score: 450.300079, desc: German actor, 1603 / 9131, 0.18\n",
+      "OK: Christian Borle, score: 512.438782, desc: American actor, 1604 / 9131, 0.18\n",
+      "OK: Christian Campbell, score: 433.617676, desc: Actor, 1605 / 9131, 0.18\n",
+      "OK: Christian Cantwell, score: 398.69397, desc: Olympic athlete, 1606 / 9131, 0.18\n",
+      "OK: Christian Clavier, score: 524.800049, desc: French actor, 1607 / 9131, 0.18\n",
+      "OK: Christian Cooke, score: 460.13205, desc: Actor, 1608 / 9131, 0.18\n",
+      "OK: Christian De Sica, score: 706.867737, desc: Italian actor, 1609 / 9131, 0.18\n",
+      "OK: Christian Eriksen, score: 641.194092, desc: Danish soccer player, 1610 / 9131, 0.18\n",
+      "OK: Christian Giménez, score: 506.976807, desc: Soccer player, 1611 / 9131, 0.18\n",
+      "OK: Christian Gálvez, score: 412.504028, desc: Spanish TV actor, 1612 / 9131, 0.18\n",
+      "OK: Christian Jessen, score: 468.737366, desc: British doctor, 1613 / 9131, 0.18\n",
+      "OK: Christian Lell, score: 470.427185, desc: Soccer defender, 1614 / 9131, 0.18\n",
+      "OK: Christian Maggio, score: 500.976532, desc: Italian soccer player, 1615 / 9131, 0.18\n",
+      "OK: Christian McBride, score: 519.145569, desc: American bassist, 1616 / 9131, 0.18\n",
+      "OK: Christian Meier, score: 481.428589, desc: Peruvian actor, 1617 / 9131, 0.18\n",
+      "OK: Christian Noyer, score: 334.43634, desc: French economist, 1618 / 9131, 0.18\n",
+      "OK: Christian Prudhomme, score: 434.18988, desc: French journalist, 1619 / 9131, 0.18\n",
+      "OK: Christian Rach, score: 379.834412, desc: German chef, 1620 / 9131, 0.18\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Christian Sugiono, score: 407.328857, desc: Indonesian actor, 1621 / 9131, 0.18\n",
+      "OK: Christian Wulff, score: 491.622284, desc: Former President of Germany, 1622 / 9131, 0.18\n",
+      "OK: Christiane Amanpour, score: 555.778931, desc: Journalist, 1623 / 9131, 0.18\n",
+      "OK: Christiane Hörbiger, score: 472.995209, desc: Television actress, 1624 / 9131, 0.18\n",
+      "OK: Christiane Taubira, score: 523.076843, desc: French Politician, 1625 / 9131, 0.18\n",
+      "OK: Christiane Torloni, score: 492.082397, desc: Brazilian actress, 1626 / 9131, 0.18\n",
+      "OK: Christina Applegate, score: 638.075439, desc: American actress, 1627 / 9131, 0.18\n",
+      "OK: Christina Lugner, score: 360.545105, desc: Austrian television presenter, 1628 / 9131, 0.18\n",
+      "OK: Christina Obergföll, score: 445.360718, desc: German track and field athlete, 1629 / 9131, 0.18\n",
+      "OK: Christina Plate, score: 441.744568, desc: German actress, 1630 / 9131, 0.18\n",
+      "OK: Christina Schwanitz, score: 490.133392, desc: Military person, 1631 / 9131, 0.18\n",
+      "OK: Christina Stürmer, score: 545.729248, desc: Austrian singer, 1632 / 9131, 0.18\n",
+      "OK: Christina Surer, score: 370.651337, desc: Swiss race car driver, 1633 / 9131, 0.18\n",
+      "OK: Christine Boutin, score: 428.754059, desc: French Politician, 1634 / 9131, 0.18\n",
+      "OK: Christine Devine, score: 357.92395, desc: American news anchor, 1635 / 9131, 0.18\n",
+      "OK: Christine Ebersole, score: 510.230743, desc: American actress, 1636 / 9131, 0.18\n",
+      "OK: Christine Lagarde, score: 601.710327, desc: French lawyer, 1637 / 9131, 0.18\n",
+      "OK: Christine Lieberknecht, score: 349.917664, desc: Politician, 1638 / 9131, 0.18\n",
+      "OK: Christine Neubauer, score: 479.333038, desc: German actress, 1639 / 9131, 0.18\n",
+      "OK: Christine Ohuruogu, score: 464.381714, desc: Track and field athlete, 1640 / 9131, 0.18\n",
+      "OK: Christine St-Pierre, score: 530.916931, desc: Journalist, 1641 / 9131, 0.18\n",
+      "OK: Christof Innerhofer, score: 403.824371, desc: Italian alpine ski racer, 1642 / 9131, 0.18\n",
+      "OK: Christoph Daum, score: 544.296204, desc: Football coach, 1643 / 9131, 0.18\n",
+      "OK: Christoph M. Ohrt, score: 523.337891, desc: German film actor, 1644 / 9131, 0.18\n",
+      "OK: Christoph Metzelder, score: 508.886322, desc: Soccer player, 1645 / 9131, 0.18\n",
+      "OK: Christoph Schönborn, score: 729.457275, desc: Austrian theologian, 1646 / 9131, 0.18\n",
+      "OK: Christophe Berra, score: 433.816437, desc: Soccer player, 1647 / 9131, 0.18\n",
+      "OK: Christophe Jallet, score: 489.681061, desc: French soccer player, 1648 / 9131, 0.18\n",
+      "OK: Christophe Maé, score: 534.348206, desc: French singer, 1649 / 9131, 0.18\n",
+      "OK: Christophe Willem, score: 517.083618, desc: French singer, 1650 / 9131, 0.18\n",
+      "OK: Christopher Backus, score: 428.362274, desc: American actor, 1651 / 9131, 0.18\n",
+      "OK: Christopher Eccleston, score: 568.85199, desc: Actor, 1652 / 9131, 0.18\n",
+      "OK: Christopher Masterson, score: 499.119812, desc: American actor, 1653 / 9131, 0.18\n",
+      "OK: Christopher Meloni, score: 591.066895, desc: American actor, 1654 / 9131, 0.18\n",
+      "OK: Christopher Nolan, score: 723.929871, desc: Film director, 1655 / 9131, 0.18\n",
+      "OK: Christopher Pyne, score: 586.156616, desc: Member of the Australian House of Representatives, 1656 / 9131, 0.18\n",
+      "OK: Christopher Rungkat, score: 477.307526, desc: Indonesian tennis player, 1657 / 9131, 0.18\n",
+      "OK: Christopher Titus, score: 449.820526, desc: American comedian, 1658 / 9131, 0.18\n",
+      "OK: Christy Clark, score: 464.826019, desc: Former Premier of British Columbia, 1659 / 9131, 0.18\n",
+      "OK: Christy Hemme, score: 465.715515, desc: American announcer, 1660 / 9131, 0.18\n",
+      "OK: Chua Soi Lek, score: 531.221436, desc: Chinese-Malaysian politician, 1661 / 9131, 0.18\n",
+      "OK: Chuck Comeau, score: 391.985016, desc: Canadian musician, 1662 / 9131, 0.18\n",
+      "OK: Chuck Liddell, score: 597.978027, desc: American mixed martial artist, 1663 / 9131, 0.18\n",
+      "OK: Chuck Loeb, score: 473.932526, desc: American jazz guitarist, 1664 / 9131, 0.18\n",
+      "OK: Chuck Pagano, score: 466.314392, desc: Football coach, 1665 / 9131, 0.18\n",
+      "OK: Chuck Scarborough, score: 375.930756, desc: American television journalist, 1666 / 9131, 0.18\n",
+      "OK: Chuck Schumer, score: 712.981506, desc: United States Senator, 1667 / 9131, 0.18\n",
+      "OK: Chuck Todd, score: 550.354675, desc: American journalist, 1668 / 9131, 0.18\n",
+      "OK: Chuka Umunna, score: 485.405029, desc: Member of Parliament of the United Kingdom, 1669 / 9131, 0.18\n",
+      "OK: Chyler Leigh, score: 593.289551, desc: American actress, 1670 / 9131, 0.18\n",
+      "OK: Cian Healy, score: 427.524414, desc: Irish rugby player, 1671 / 9131, 0.18\n",
+      "OK: Ciara, score: 70.478493, desc: American singer, 1672 / 9131, 0.18\n",
+      "OK: Ciarán Hinds, score: 608.696289, desc: Actor, 1673 / 9131, 0.18\n",
+      "OK: Cindy Margolis, score: 446.878632, desc: American spokesmodel, 1674 / 9131, 0.18\n",
+      "OK: Cinta Laura, score: 520.113586, desc: German-Indonesian actress, 1675 / 9131, 0.18\n",
+      "OK: Cintia Dicker, score: 507.465149, desc: Brazilian model, 1676 / 9131, 0.18\n",
+      "OK: Ciro Gomes, score: 618.820984, desc: Brazilian Politician, 1677 / 9131, 0.18\n",
+      "OK: Claire Chazal, score: 495.672394, desc: French journalist, 1678 / 9131, 0.18\n",
+      "OK: Claire Danes, score: 673.192871, desc: American actress, 1679 / 9131, 0.18\n",
+      "OK: Claire Foy, score: 592.71106, desc: Actress, 1680 / 9131, 0.18\n",
+      "OK: Claire Keim, score: 503.934418, desc: French actress, 1681 / 9131, 0.18\n",
+      "OK: Claire Sweeney, score: 445.674805, desc: Actress, 1682 / 9131, 0.18\n",
+      "OK: Clara Alonso, score: 457.554474, desc: Actress, 1683 / 9131, 0.18\n",
+      "OK: Clara Rojas, score: 390.589081, desc: Colombian lawyer, 1684 / 9131, 0.18\n",
+      "OK: Clare Balding, score: 492.865417, desc: Broadcaster, 1685 / 9131, 0.18\n",
+      "OK: Clare Bowen, score: 494.52301, desc: Australian actress, 1686 / 9131, 0.18\n",
+      "OK: Clare Grant, score: 471.617249, desc: American actress, 1687 / 9131, 0.18\n",
+      "OK: Clare Nasir, score: 409.744812, desc: Meteorologist, 1688 / 9131, 0.18\n",
+      "OK: Clarence Clemons, score: 603.532349, desc: American saxophonist, 1689 / 9131, 0.18\n",
+      "OK: Clarence Seedorf, score: 642.932556, desc: Football coach, 1690 / 9131, 0.19\n",
+      "OK: Claude Bartolone, score: 405.170471, desc: French Politician, 1691 / 9131, 0.19\n",
+      "OK: Claude Barzotti, score: 476.134644, desc: Singer, 1692 / 9131, 0.19\n",
+      "OK: Claude François, score: 706.051819, desc: French singer, 1693 / 9131, 0.19\n",
+      "OK: Claude Guéant, score: 409.627594, desc: French civil servant, 1694 / 9131, 0.19\n",
+      "OK: Claude Makélélé, score: 584.124573, desc: Soccer player, 1695 / 9131, 0.19\n",
+      "OK: Claude Puel, score: 523.526367, desc: French football manager, 1696 / 9131, 0.19\n",
+      "OK: Claudelle Deckert, score: 382.835907, desc: German actress, 1697 / 9131, 0.19\n",
+      "OK: Claudia Christian, score: 508.957947, desc: American actress, 1698 / 9131, 0.19\n",
+      "OK: Claudia Gerini, score: 510.384918, desc: Italian actress, 1699 / 9131, 0.19\n",
+      "OK: Claudia Jung, score: 515.114136, desc: German singer, 1700 / 9131, 0.19\n",
+      "OK: Claudia Karvan, score: 473.489075, desc: Australian actress, 1701 / 9131, 0.19\n",
+      "OK: Claudia Lizaldi, score: 409.647125, desc: Mexican actress, 1702 / 9131, 0.19\n",
+      "OK: Claudia Llosa, score: 395.603516, desc: Peruvian film director, 1703 / 9131, 0.19\n",
+      "OK: Claudia Michelsen, score: 451.546906, desc: German actress, 1704 / 9131, 0.19\n",
+      "OK: Claudia Pandolfi, score: 422.337952, desc: Italian actress, 1705 / 9131, 0.19\n",
+      "OK: Claudia Schiffer, score: 618.807739, desc: German supermodel, 1706 / 9131, 0.19\n",
+      "OK: Claudia Winkleman, score: 538.119507, desc: Television presenter, 1707 / 9131, 0.19\n",
+      "OK: Claudio Baglioni, score: 617.831787, desc: Italian singer-songwriter, 1708 / 9131, 0.19\n",
+      "OK: Claudio Beauvue, score: 472.849274, desc: Soccer player, 1709 / 9131, 0.19\n",
+      "OK: Claudio Bisio, score: 460.364746, desc: Italian actor, 1710 / 9131, 0.19\n",
+      "OK: Claudio Bravo, score: 628.510498, desc: Chilean soccer player, 1711 / 9131, 0.19\n",
+      "OK: Claudio Lotito, score: 432.595551, desc: Italian entrepreneur, 1712 / 9131, 0.19\n",
+      "OK: Claudio Marchisio, score: 692.737, desc: Italian soccer player, 1713 / 9131, 0.19\n",
+      "OK: Claudio Scajola, score: 444.702515, desc: Italian Politician, 1714 / 9131, 0.19\n",
+      "OK: Claudiu Niculescu, score: 435.134277, desc: Romanian football coach, 1715 / 9131, 0.19\n",
+      "OK: Claus Elming, score: 370.92627, desc: Former football player, 1716 / 9131, 0.19\n",
+      "OK: Claus Weselsky, score: 308.293732, desc: Engineer, 1717 / 9131, 0.19\n",
+      "OK: Clay Buchholz, score: 517.045776, desc: Baseball pitcher, 1718 / 9131, 0.19\n",
+      "OK: Clay Walker, score: 528.315491, desc: American musical artist, 1719 / 9131, 0.19\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Clayne Crawford, score: 520.817627, desc: American actor, 1720 / 9131, 0.19\n",
+      "OK: Clayton Kershaw, score: 694.877563, desc: Professional baseball pitcher, 1721 / 9131, 0.19\n",
+      "OK: Cleiton Xavier, score: 408.539154, desc: Brazilian soccer player, 1722 / 9131, 0.19\n",
+      "OK: Clemens Schick, score: 415.886414, desc: German actor, 1723 / 9131, 0.19\n",
+      "OK: Clemente Mastella, score: 431.666382, desc: Italian Politician, 1724 / 9131, 0.19\n",
+      "OK: Cliff Lee, score: 537.411255, desc: Baseball pitcher, 1725 / 9131, 0.19\n",
+      "OK: Cliff Richards, score: 603.596741, desc: Singer, 1726 / 9131, 0.19\n",
+      "OK: Clifton Collins, Jr., score: 684.96051, desc: American actor, 1727 / 9131, 0.19\n",
+      "OK: Clint Dempsey, score: 627.783386, desc: American soccer player, 1728 / 9131, 0.19\n",
+      "OK: Clint Hurdle, score: 487.082306, desc: American baseball manager, 1729 / 9131, 0.19\n",
+      "OK: Clint Mauro, score: 344.297516, desc: American model, 1730 / 9131, 0.19\n",
+      "OK: Clive James, score: 499.614716, desc: Australian author, 1731 / 9131, 0.19\n",
+      "OK: Clive Palmer, score: 524.80426, desc: Australian businessman, 1732 / 9131, 0.19\n",
+      "OK: Clive Standen, score: 526.007202, desc: Actor, 1733 / 9131, 0.19\n",
+      "OK: Clonie Gowen, score: 346.335327, desc: , 1734 / 9131, 0.19\n",
+      "OK: Clotilde Hesme, score: 427.246155, desc: French actress, 1735 / 9131, 0.19\n",
+      "OK: Clueso, score: 44.549332, desc: German singer, 1736 / 9131, 0.19\n",
+      "OK: Cláudio Hummes, score: 404.621246, desc: Brazilian clergy, 1737 / 9131, 0.19\n",
+      "OK: Clémence Poésy, score: 579.361816, desc: French actress, 1738 / 9131, 0.19\n",
+      "OK: Clémentine Célarié, score: 469.964417, desc: Actress, 1739 / 9131, 0.19\n",
+      "OK: Co Adriaanse, score: 431.341858, desc: Dutch soccer manager, 1740 / 9131, 0.19\n",
+      "OK: Cobi Jones, score: 538.826782, desc: American soccer player, 1741 / 9131, 0.19\n",
+      "OK: Cobie Smulders, score: 639.442383, desc: Canadian actress, 1742 / 9131, 0.19\n",
+      "OK: Coco Lee, score: 529.406677, desc: Singer-songwriter, 1743 / 9131, 0.19\n",
+      "OK: Coco Rocha, score: 474.350586, desc: Canadian model, 1744 / 9131, 0.19\n",
+      "OK: Cody Longo, score: 396.068207, desc: Actor, 1745 / 9131, 0.19\n",
+      "OK: Cody Rhodes, score: 896.644653, desc: American professional wrestler, 1746 / 9131, 0.19\n",
+      "OK: Cody Simpson, score: 590.456909, desc: Australian singer, 1747 / 9131, 0.19\n",
+      "OK: Cole Hamels, score: 611.141052, desc: Baseball pitcher, 1748 / 9131, 0.19\n",
+      "OK: Cole Mohr, score: 372.403351, desc: American model, 1749 / 9131, 0.19\n",
+      "OK: Cole Sprouse, score: 649.681458, desc: American actor, 1750 / 9131, 0.19\n",
+      "OK: Coleen Nolan, score: 552.442749, desc: Singer, 1751 / 9131, 0.19\n",
+      "OK: Coleen Rooney, score: 517.010925, desc: Wayne Rooney's wife, 1752 / 9131, 0.19\n",
+      "OK: Colette Carr, score: 368.999207, desc: American musician, 1753 / 9131, 0.19\n",
+      "OK: Colin Farrell, score: 672.213074, desc: Irish actor, 1754 / 9131, 0.19\n",
+      "OK: Colin Jost, score: 538.048096, desc: American comedian, 1755 / 9131, 0.19\n",
+      "OK: Colin Kaepernick, score: 710.509338, desc: Football quarterback, 1756 / 9131, 0.19\n",
+      "OK: Colin Kazim-Richards, score: 700.770447, desc: Soccer player, 1757 / 9131, 0.19\n",
+      "OK: Colin Montgomerie, score: 548.600647, desc: Professional golfer, 1758 / 9131, 0.19\n",
+      "OK: Colin Morgan, score: 560.912292, desc: Actor, 1759 / 9131, 0.19\n",
+      "OK: Conan OBrien, score: 96.161697, desc: American television host, 1760 / 9131, 0.19\n",
+      "OK: Concha Buika, score: 500.263885, desc: Spanish singer, 1761 / 9131, 0.19\n",
+      "OK: Concha Velasco, score: 480.439545, desc: Spanish film actress, 1762 / 9131, 0.19\n",
+      "OK: Connie Fisher, score: 415.349579, desc: Actress, 1763 / 9131, 0.19\n",
+      "OK: Connor Paolo, score: 504.659027, desc: American actor, 1764 / 9131, 0.19\n",
+      "OK: Connor Wickham, score: 495.257721, desc: English soccer player, 1765 / 9131, 0.19\n",
+      "OK: Conor Daly, score: 514.323181, desc: American racing driver, 1766 / 9131, 0.19\n",
+      "OK: Constance Jablonski, score: 462.969727, desc: French model, 1767 / 9131, 0.19\n",
+      "OK: Consuelo Adler, score: 347.96521, desc: Model, 1768 / 9131, 0.19\n",
+      "OK: Consuelo Duval, score: 465.580383, desc: Mexican comedian, 1769 / 9131, 0.19\n",
+      "OK: Contessa Brewer, score: 396.360046, desc: American journalist, 1770 / 9131, 0.19\n",
+      "OK: Cooper Cronk, score: 533.498169, desc: Rugby league halfback, 1771 / 9131, 0.19\n",
+      "OK: Coraima Torres, score: 425.950104, desc: Actor, 1772 / 9131, 0.19\n",
+      "OK: Corey Haim, score: 591.242432, desc: Canadian actor, 1773 / 9131, 0.19\n",
+      "OK: Corinna Harfouch, score: 463.074646, desc: Actress, 1774 / 9131, 0.19\n",
+      "OK: Corinne Bailey Rae, score: 753.05719, desc: British singer-songwriter, 1775 / 9131, 0.19\n",
+      "OK: Corrado Passera, score: 405.549774, desc: Italian banker, 1776 / 9131, 0.19\n",
+      "OK: Cory Jane, score: 398.405731, desc: New Zealand rugby player, 1777 / 9131, 0.19\n",
+      "OK: Cosma Shiva Hagen, score: 621.930298, desc: American-German actress, 1778 / 9131, 0.19\n",
+      "OK: Costa Cordalis, score: 477.523529, desc: German-Greek singer, 1779 / 9131, 0.19\n",
+      "OK: Courtney Friel, score: 401.202667, desc: American journalist, 1780 / 9131, 0.19\n",
+      "OK: Courtney Lawes, score: 420.92923, desc: Rugby player, 1781 / 9131, 0.20\n",
+      "OK: Courtney Peldon, score: 422.448669, desc: American television actress, 1782 / 9131, 0.20\n",
+      "OK: Craig Bellamy, score: 533.471802, desc: Soccer player, 1783 / 9131, 0.20\n",
+      "OK: Craig David, score: 651.811584, desc: Singer-songwriter, 1784 / 9131, 0.20\n",
+      "OK: Craig Joubert, score: 397.588989, desc: Association football referee, 1785 / 9131, 0.20\n",
+      "OK: Craig Mackail-Smith, score: 559.120117, desc: Soccer player, 1786 / 9131, 0.20\n",
+      "OK: Craig Revel Horwood, score: 639.873108, desc: Australian-British dancer, 1787 / 9131, 0.20\n",
+      "OK: Craig T. Nelson, score: 808.583435, desc: American actor, 1788 / 9131, 0.20\n",
+      "OK: Craig Venter, score: 591.542908, desc: Executive Chairman of the Board of Directors of Human Longevity, 1789 / 9131, 0.20\n",
+      "OK: Cris Judd, score: 470.172699, desc: American actor, 1790 / 9131, 0.20\n",
+      "OK: Cris Vianna, score: 376.687378, desc: Actress, 1791 / 9131, 0.20\n",
+      "OK: Crispin Glover, score: 596.060608, desc: American actor, 1792 / 9131, 0.20\n",
+      "OK: Criss Angel, score: 613.065125, desc: American magician, 1793 / 9131, 0.20\n",
+      "OK: Cristian Baroni, score: 451.021667, desc: Brazilian soccer player, 1794 / 9131, 0.20\n",
+      "OK: Cristian Boureanu, score: 359.549438, desc: Romanian businessman, 1795 / 9131, 0.20\n",
+      "OK: Cristian Mungiu, score: 439.250854, desc: Romanian filmmaker, 1796 / 9131, 0.20\n",
+      "OK: Cristian Preda, score: 374.09201, desc: Romanian professor, 1797 / 9131, 0.20\n",
+      "OK: Cristian Savani, score: 401.168274, desc: Italian volleyball player, 1798 / 9131, 0.20\n",
+      "OK: Cristiano Ronaldo, score: 1073.946655, desc: Portuguese soccer player, 1799 / 9131, 0.20\n",
+      "OK: Cristie Kerr, score: 510.789551, desc: American professional golfer, 1800 / 9131, 0.20\n",
+      "OK: Cristina Brondo, score: 362.95694, desc: Film actress, 1801 / 9131, 0.20\n",
+      "OK: Cristina Garmendia, score: 363.070312, desc: Spanish biologist, 1802 / 9131, 0.20\n",
+      "OK: Cristina Saralegui, score: 434.924103, desc: American-Cuban journalist, 1803 / 9131, 0.20\n",
+      "OK: Cristina Scabbia, score: 491.665405, desc: Italian singer, 1804 / 9131, 0.20\n",
+      "OK: Cristina Tàrrega, score: 381.850494, desc: Spanish television presenter, 1805 / 9131, 0.20\n",
+      "OK: Cristián de la Fuente, score: 856.101562, desc: American-Chilean actor, 1806 / 9131, 0.20\n",
+      "OK: Cristovam Buarque, score: 427.755524, desc: Brazilian senator, 1807 / 9131, 0.20\n",
+      "OK: Cristóbal Montoro, score: 404.282349, desc: Spanish Politician, 1808 / 9131, 0.20\n",
+      "OK: Crystal Bowersox, score: 672.468201, desc: American singer-songwriter, 1809 / 9131, 0.20\n",
+      "OK: Crystal Hunt, score: 391.97052, desc: American actress, 1810 / 9131, 0.20\n",
+      "OK: Cuauhtémoc Blanco, score: 617.013184, desc: Governor of Morelos, 1811 / 9131, 0.20\n",
+      "OK: Cuba Gooding, Jr., score: 879.015625, desc: American actor, 1812 / 9131, 0.20\n",
+      "OK: Curtis Jackson, score: 582.37146, desc: American rapper, 1813 / 9131, 0.20\n",
+      "OK: Cybill Shepherd, score: 621.41156, desc: American actress, 1814 / 9131, 0.20\n",
+      "OK: Cynthia Bailey, score: 452.079498, desc: American model, 1815 / 9131, 0.20\n",
+      "OK: Cynthia Lennon, score: 564.715881, desc: John Lennon's ex-wife, 1816 / 9131, 0.20\n",
+      "OK: Cynthia Nixon, score: 700.307495, desc: American actress, 1817 / 9131, 0.20\n",
+      "OK: Cynthia Olavarría, score: 425.481567, desc: Actress, 1818 / 9131, 0.20\n",
+      "OK: Czeslaw Mozil, score: 450.64798, desc: Polish singer, 1819 / 9131, 0.20\n",
+      "OK: Czesław Michniewicz, score: 426.951141, desc: Football manager, 1820 / 9131, 0.20\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Cécile Duflot, score: 447.353516, desc: French Politician, 1821 / 9131, 0.20\n",
+      "OK: Cécilia Attias, score: 458.415802, desc: Nicolas Sarkozy's ex-wife, 1822 / 9131, 0.20\n",
+      "OK: Cédric Villani, score: 539.252808, desc: French mathematician, 1823 / 9131, 0.20\n",
+      "OK: César Alierta, score: 408.174347, desc: Spanish businessman, 1824 / 9131, 0.20\n",
+      "OK: César Azpilicueta, score: 579.951233, desc: Spanish soccer player, 1825 / 9131, 0.20\n",
+      "OK: César Cielo, score: 544.813782, desc: Brazilian swimmer, 1826 / 9131, 0.20\n",
+      "OK: César Luis Menotti, score: 1004.586304, desc: Argentine football coach, 1827 / 9131, 0.20\n",
+      "OK: César Santin, score: 425.071564, desc: Brazilian soccer player, 1828 / 9131, 0.20\n",
+      "OK: Călin Popescu-Tăriceanu, score: 836.142517, desc: Former Prime Minister of Romania, 1829 / 9131, 0.20\n",
+      "OK: Cătălin Măruţă, score: 376.555145, desc: Romanian television host, 1830 / 9131, 0.20\n",
+      "OK: Cătălin Predoiu, score: 400.097748, desc: Romanian lawyer, 1831 / 9131, 0.20\n",
+      "OK: Cătălina Ponor, score: 517.742493, desc: Gymnast, 1832 / 9131, 0.20\n",
+      "OK: DJ Augustin, score: 191.732788, desc: American basketball player, 1833 / 9131, 0.20\n",
+      "OK: DL Hughley, score: 236.872162, desc: American actor, 1834 / 9131, 0.20\n",
+      "OK: D. Ramanaidu, score: 508.371613, desc: Indian film producer, 1835 / 9131, 0.20\n",
+      "OK: DV Sadananda Gowda, score: 276.285492, desc: Former Chief minister of Karnataka, 1836 / 9131, 0.20\n",
+      "OK: DJ Clue?, score: 470.83078, desc: American disc jockey, 1837 / 9131, 0.20\n",
+      "OK: DJ Khaled, score: 746.283264, desc: DJ, 1838 / 9131, 0.20\n",
+      "OK: DJ Qualls, score: 542.00647, desc: American actor, 1839 / 9131, 0.20\n",
+      "OK: DJ Tarkan, score: 324.797729, desc: DJ, 1840 / 9131, 0.20\n",
+      "OK: Da Brat, score: 585.710022, desc: American rapper, 1841 / 9131, 0.20\n",
+      "OK: Daesung, score: 46.734383, desc: South Korean singer, 1842 / 9131, 0.20\n",
+      "OK: Daffney, score: 34.515671, desc: American professional wrestler, 1843 / 9131, 0.20\n",
+      "OK: Dafne Fernández, score: 500.844971, desc: Spanish actress, 1844 / 9131, 0.20\n",
+      "OK: Dag Otto Lauritzen, score: 583.032654, desc: Norwegian cyclist, 1845 / 9131, 0.20\n",
+      "OK: Dagmar Koller, score: 412.484222, desc: Austrian actress, 1846 / 9131, 0.20\n",
+      "OK: Dagmar Manzel, score: 428.072723, desc: German actress, 1847 / 9131, 0.20\n",
+      "OK: Daiana Menezes, score: 403.958344, desc: Brazilian actress, 1848 / 9131, 0.20\n",
+      "OK: Daiane Conterato, score: 312.394165, desc: Brazilian model, 1849 / 9131, 0.20\n",
+      "OK: Daisy De La Hoya, score: 719.858704, desc: American reality show, 1850 / 9131, 0.20\n",
+      "OK: Daisy Fuentes, score: 543.867859, desc: Television host, 1851 / 9131, 0.20\n",
+      "OK: Dale Earnhardt, Jr., score: 1151.503174, desc: American race car driver, 1852 / 9131, 0.20\n",
+      "OK: Dale Steyn, score: 544.451965, desc: South African cricketer, 1853 / 9131, 0.20\n",
+      "OK: Daler Mehndi, score: 541.689758, desc: Indian singer, 1854 / 9131, 0.20\n",
+      "OK: Daley Blind, score: 575.239746, desc: Dutch soccer player, 1855 / 9131, 0.20\n",
+      "OK: Dalia Grybauskaitė, score: 580.682495, desc: President of Lithuania, 1856 / 9131, 0.20\n",
+      "OK: Dalton McGuinty, score: 472.246796, desc: Former Premier of Ontario, 1857 / 9131, 0.20\n",
+      "OK: Damaris Lewis, score: 462.156372, desc: American model, 1858 / 9131, 0.20\n",
+      "OK: Damian Charles Hurley, score: 472.413483, desc: Actor, 1859 / 9131, 0.20\n",
+      "OK: Damian Marley, score: 638.465271, desc: Jamaican recording artist, 1860 / 9131, 0.20\n",
+      "OK: Damiano Tommasi, score: 453.426117, desc: Italian soccer player, 1861 / 9131, 0.20\n",
+      "OK: Damien Sandow, score: 518.579346, desc: American professional wrestler, 1862 / 9131, 0.20\n",
+      "OK: Damien Sargue, score: 433.337128, desc: French singer, 1863 / 9131, 0.20\n",
+      "OK: Damir Kajin, score: 310.353027, desc: Croatian Politician, 1864 / 9131, 0.20\n",
+      "OK: Damián Alcázar, score: 465.087311, desc: Mexican actor, 1865 / 9131, 0.20\n",
+      "OK: Dan Auerbach, score: 517.452271, desc: American musician, 1866 / 9131, 0.20\n",
+      "OK: Dan Bárta, score: 413.930176, desc: Singer, 1867 / 9131, 0.20\n",
+      "OK: Dan Carter, score: 580.909607, desc: New Zealand rugby player, 1868 / 9131, 0.20\n",
+      "OK: Dan Feuerriegel, score: 420.901276, desc: Australian actor, 1869 / 9131, 0.20\n",
+      "OK: Dan Hardy, score: 443.901093, desc: Mixed martial artist, 1870 / 9131, 0.20\n",
+      "OK: Dan Jørgensen, score: 397.074524, desc: Danish Politician, 1871 / 9131, 0.20\n",
+      "OK: Dan Lauria, score: 456.91275, desc: American actor, 1872 / 9131, 0.21\n",
+      "OK: Dan Negru, score: 349.51239, desc: Romanian presenter, 1873 / 9131, 0.21\n",
+      "OK: Dan Petrescu, score: 509.259308, desc: Football manager, 1874 / 9131, 0.21\n",
+      "OK: Dan Severn, score: 494.807617, desc: American mixed martial artist, 1875 / 9131, 0.21\n",
+      "OK: Dan Smith, score: 461.395721, desc: Singer-songwriter, 1876 / 9131, 0.21\n",
+      "OK: Dan Snow, score: 463.017731, desc: Television presenter, 1877 / 9131, 0.21\n",
+      "OK: Dan Stulbach, score: 413.868347, desc: Brazilian actor, 1878 / 9131, 0.21\n",
+      "OK: Dan Voiculescu, score: 390.515991, desc: Romanian Politician, 1879 / 9131, 0.21\n",
+      "OK: Dana Halabi, score: 359.299103, desc: Lebanese singer, 1880 / 9131, 0.21\n",
+      "OK: Dana Holgorsen, score: 436.662811, desc: Football coach, 1881 / 9131, 0.21\n",
+      "OK: Dana Perino, score: 586.03363, desc: Former White House Press Secretary, 1882 / 9131, 0.21\n",
+      "OK: Dana White, score: 620.076172, desc: President of the Ultimate Fighting Championship, 1883 / 9131, 0.21\n",
+      "OK: Danai Gurira, score: 623.588928, desc: American-Zimbabwean actress, 1884 / 9131, 0.21\n",
+      "OK: Dane DeHaan, score: 598.115051, desc: American actor, 1885 / 9131, 0.21\n",
+      "OK: Dani Behr, score: 413.473358, desc: Singer, 1886 / 9131, 0.21\n",
+      "OK: Dani Carvajal, score: 577.88855, desc: Spanish soccer player, 1887 / 9131, 0.21\n",
+      "OK: Dani Lins, score: 427.437531, desc: Volleyball player, 1888 / 9131, 0.21\n",
+      "OK: Dani Martín, score: 523.862305, desc: Spanish singer, 1889 / 9131, 0.21\n",
+      "OK: Dani Mateo, score: 427.199982, desc: Comedian, 1890 / 9131, 0.21\n",
+      "OK: Dani Sordo, score: 480.905365, desc: Spanish rally driver, 1891 / 9131, 0.21\n",
+      "OK: Daniel Agger, score: 533.182983, desc: Danish soccer player, 1892 / 9131, 0.21\n",
+      "OK: Daniel Baldwin, score: 551.827332, desc: American actor, 1893 / 9131, 0.21\n",
+      "OK: Daniel Brands, score: 484.316742, desc: German tennis player, 1894 / 9131, 0.21\n",
+      "OK: Daniel Brühl, score: 620.348206, desc: German-Spanish actor, 1895 / 9131, 0.21\n",
+      "OK: Daniel Caligiuri, score: 458.94516, desc: German-Italian soccer player, 1896 / 9131, 0.21\n",
+      "OK: Daniel Cormier, score: 641.891113, desc: American mixed martial artist, 1897 / 9131, 0.21\n",
+      "OK: Daniel Gillies, score: 568.662354, desc: Canadian-New Zealand actor, 1898 / 9131, 0.21\n",
+      "OK: Daniel Gimeno-Traver, score: 659.462952, desc: Spanish tennis player, 1899 / 9131, 0.21\n",
+      "OK: Daniel Hůlka, score: 375.118317, desc: Czech actor, 1900 / 9131, 0.21\n",
+      "OK: Daniel Jarque, score: 485.198486, desc: Spanish soccer player, 1901 / 9131, 0.21\n",
+      "OK: Daniel Landa, score: 471.918457, desc: Czech musician, 1902 / 9131, 0.21\n",
+      "OK: Daniel Mullback, score: 247.459274, desc: Musician, 1903 / 9131, 0.21\n",
+      "OK: Daniel Negreanu, score: 620.25116, desc: Canadian professional poker player, 1904 / 9131, 0.21\n",
+      "OK: Daniel Nestor, score: 616.231018, desc: Tennis player, 1905 / 9131, 0.21\n",
+      "OK: Daniel Pancu, score: 411.299042, desc: Romanian soccer player, 1906 / 9131, 0.21\n",
+      "OK: Daniel Pietta, score: 328.701294, desc: , 1907 / 9131, 0.21\n",
+      "OK: Daniel Ricciardo, score: 674.638428, desc: Australian racing driver, 1908 / 9131, 0.21\n",
+      "OK: Daniel Schuhmacher, score: 449.696625, desc: German singer, 1909 / 9131, 0.21\n",
+      "OK: Daniel Sturridge, score: 637.481384, desc: Soccer player, 1910 / 9131, 0.21\n",
+      "OK: Daniel Vettori, score: 474.774933, desc: New Zealand cricketer, 1911 / 9131, 0.21\n",
+      "OK: Daniel Zelman, score: 427.624603, desc: American actor, 1912 / 9131, 0.21\n",
+      "OK: Daniela Bianchi, score: 461.881744, desc: Italian actress, 1913 / 9131, 0.21\n",
+      "OK: Daniela Katzenberger, score: 551.127625, desc: German TV personality, 1914 / 9131, 0.21\n",
+      "HTTP Error 503: Service Unavailable Daniela Lavender\n",
+      "OK: Daniela Lavender, score: 404.474915, desc: Brazilian actress, 1915 / 9131, 0.21\n",
+      "OK: Daniela Peštová, score: 554.721802, desc: Czech model, 1916 / 9131, 0.21\n",
+      "OK: Daniela Romo, score: 534.829285, desc: Mexican singer, 1917 / 9131, 0.21\n",
+      "OK: Daniela Santanchè, score: 470.826843, desc: Member of the Italian Senate of the Republic, 1918 / 9131, 0.21\n",
+      "OK: Daniela Urzi, score: 324.678375, desc: Model, 1919 / 9131, 0.21\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Daniele Bonera, score: 463.049011, desc: Italian soccer player, 1920 / 9131, 0.21\n",
+      "OK: Daniele Conti, score: 401.865601, desc: Italian soccer player, 1921 / 9131, 0.21\n",
+      "OK: Daniele Liotti, score: 434.129608, desc: Italian actor, 1922 / 9131, 0.21\n",
+      "OK: Daniella Alonso, score: 483.811615, desc: American actress, 1923 / 9131, 0.21\n",
+      "OK: Daniella Sarahyba, score: 479.720612, desc: Brazilian model, 1924 / 9131, 0.21\n",
+      "OK: Danielle Bisutti, score: 456.795898, desc: American actress, 1925 / 9131, 0.21\n",
+      "OK: Danielle Cormack, score: 509.203247, desc: Actress, 1926 / 9131, 0.21\n",
+      "OK: Danielle Lineker, score: 450.52829, desc: Actress, 1927 / 9131, 0.21\n",
+      "OK: Danielle Staub, score: 442.130646, desc: American television personality, 1928 / 9131, 0.21\n",
+      "OK: Danielle Vasinova, score: 319.067291, desc: , 1929 / 9131, 0.21\n",
+      "OK: Daniil Trifonov, score: 492.404572, desc: Russian pianist, 1930 / 9131, 0.21\n",
+      "OK: Danijel Pranjić, score: 482.355103, desc: Croatian soccer player, 1931 / 9131, 0.21\n",
+      "OK: Danilo Gallinari, score: 526.603333, desc: Italian basketball player, 1932 / 9131, 0.21\n",
+      "OK: Danilo Medina, score: 490.811066, desc: President of the Dominican Republic, 1933 / 9131, 0.21\n",
+      "OK: Danish Taimoor, score: 478.984894, desc: Pakistani actor, 1934 / 9131, 0.21\n",
+      "OK: Danko Lazović, score: 476.065155, desc: Soccer player, 1935 / 9131, 0.21\n",
+      "OK: Danneel Ackles, score: 530.697632, desc: American actress, 1936 / 9131, 0.21\n",
+      "OK: Dannel Malloy, score: 476.749939, desc: Governor of Connecticut, 1937 / 9131, 0.21\n",
+      "OK: Danniella Westbrook, score: 519.743774, desc: Actress, 1938 / 9131, 0.21\n",
+      "OK: Dannii Minogue, score: 665.708679, desc: Singer, 1939 / 9131, 0.21\n",
+      "OK: Danny Ainge, score: 561.177307, desc: General Manager of the Boston Celtics, 1940 / 9131, 0.21\n",
+      "OK: Danny Alexander, score: 520.658936, desc: Former Chief Secretary to the Treasury, 1941 / 9131, 0.21\n",
+      "OK: Danny Bonaduce, score: 516.632019, desc: American radio personality, 1942 / 9131, 0.21\n",
+      "OK: Danny Care, score: 426.737335, desc: Rugby player, 1943 / 9131, 0.21\n",
+      "OK: Danny Cipriani, score: 526.926453, desc: Rugby player, 1944 / 9131, 0.21\n",
+      "OK: Danny Dyer, score: 649.347351, desc: Actor, 1945 / 9131, 0.21\n",
+      "OK: Danny Elfman, score: 657.511597, desc: American composer, 1946 / 9131, 0.21\n",
+      "OK: Danny Gokey, score: 487.652466, desc: American singer, 1947 / 9131, 0.21\n",
+      "OK: Danny Green, score: 554.236572, desc: American basketball player, 1948 / 9131, 0.21\n",
+      "OK: Danny Ings, score: 568.774048, desc: English soccer player, 1949 / 9131, 0.21\n",
+      "OK: Danny Jordaan, score: 338.667633, desc: Former Member of the Parliament of South Africa, 1950 / 9131, 0.21\n",
+      "OK: Danny Trejo, score: 647.312134, desc: American actor, 1951 / 9131, 0.21\n",
+      "OK: Danny Willett, score: 475.609833, desc: English professional golfer, 1952 / 9131, 0.21\n",
+      "OK: Danson Tang, score: 481.274109, desc: Taiwanese model, 1953 / 9131, 0.21\n",
+      "OK: Dany Brillant, score: 488.042603, desc: Singer, 1954 / 9131, 0.21\n",
+      "OK: Daphne Guinness, score: 473.936432, desc: Socialite, 1955 / 9131, 0.21\n",
+      "OK: Dappy, score: 42.9673, desc: English singer-songwriter, 1956 / 9131, 0.21\n",
+      "OK: Dara Bubamara, score: 490.167358, desc: Singer, 1957 / 9131, 0.21\n",
+      "OK: Darian Álvarez, score: 168.179993, desc: Honduran football player, 1958 / 9131, 0.21\n",
+      "OK: Darinko Kosor, score: 304.921326, desc: President of the Croatian Social Liberal Party, 1959 / 9131, 0.21\n",
+      "OK: Dario Cologna, score: 464.100739, desc: Cross-country skier, 1960 / 9131, 0.21\n",
+      "OK: Dario Franceschini, score: 429.506134, desc: Former Member of Italian Chamber of Deputies, 1961 / 9131, 0.21\n",
+      "OK: Dario Franchitti, score: 584.627563, desc: British racing driver, 1962 / 9131, 0.21\n",
+      "OK: Darius Boyd, score: 472.997559, desc: Rugby league fullback, 1963 / 9131, 0.21\n",
+      "OK: Darius Rucker, score: 626.008179, desc: American singer-songwriter, 1964 / 9131, 0.22\n",
+      "OK: Darko Rundek, score: 445.541382, desc: Croatian singer, 1965 / 9131, 0.22\n",
+      "OK: Darrelle Revis, score: 555.87616, desc: Football cornerback, 1966 / 9131, 0.22\n",
+      "OK: Darren Fletcher, score: 515.795471, desc: Soccer player, 1967 / 9131, 0.22\n",
+      "OK: Darren Kennedy, score: 359.964264, desc: Irish television presenter, 1968 / 9131, 0.22\n",
+      "OK: Darren Lehmann, score: 453.018982, desc: Australian cricketer, 1969 / 9131, 0.22\n",
+      "OK: Darren Sammy, score: 489.984192, desc: Saint Lucian cricketer, 1970 / 9131, 0.22\n",
+      "OK: Darryl Sutter, score: 418.530029, desc: Canadian ice hockey coach, 1971 / 9131, 0.22\n",
+      "OK: Darsheel Safary, score: 473.743317, desc: Indian actor, 1972 / 9131, 0.22\n",
+      "OK: Dasari Narayana Rao, score: 701.38324, desc: Indian film director, 1973 / 9131, 0.22\n",
+      "OK: Dash Mihok, score: 482.46582, desc: American actor, 1974 / 9131, 0.22\n",
+      "OK: Dathan Ritzenhein, score: 420.919067, desc: American athlete, 1975 / 9131, 0.22\n",
+      "OK: Daul Kim, score: 398.301971, desc: South Korean model, 1976 / 9131, 0.22\n",
+      "OK: Dave Bautista, score: 748.814026, desc: American actor, 1977 / 9131, 0.22\n",
+      "OK: Dave Bing, score: 494.634247, desc: Former Mayor of Detroit, 1978 / 9131, 0.22\n",
+      "OK: Dave Chappelle, score: 668.112183, desc: American stand-up comedian, 1979 / 9131, 0.22\n",
+      "OK: Dave Chisnall, score: 476.601105, desc: Darts player, 1980 / 9131, 0.22\n",
+      "OK: Dave Grohl, score: 716.72644, desc: American musician, 1981 / 9131, 0.22\n",
+      "OK: Dave Mustaine, score: 635.130188, desc: American guitarist, 1982 / 9131, 0.22\n",
+      "OK: Dave Navarro, score: 628.830627, desc: American guitarist, 1983 / 9131, 0.22\n",
+      "OK: Dave Nonis, score: 335.280548, desc: , 1984 / 9131, 0.22\n",
+      "OK: Dave Wyndorf, score: 401.012146, desc: Songwriter, 1985 / 9131, 0.22\n",
+      "OK: Daveigh Chase, score: 511.243286, desc: American actress, 1986 / 9131, 0.22\n",
+      "OK: David Alaba, score: 614.897888, desc: Austrian soccer player, 1987 / 9131, 0.22\n",
+      "OK: David Albelda, score: 444.339874, desc: Spanish soccer player, 1988 / 9131, 0.22\n",
+      "OK: David Alward, score: 333.461609, desc: Canadian Politician, 1989 / 9131, 0.22\n",
+      "OK: David Anders, score: 502.347076, desc: American television actor, 1990 / 9131, 0.22\n",
+      "OK: David Archuleta, score: 592.036804, desc: American singer-songwriter, 1991 / 9131, 0.22\n",
+      "OK: David Arquette, score: 620.089966, desc: American actor, 1992 / 9131, 0.22\n",
+      "OK: David Beckham, score: 837.788879, desc: English soccer player, 1993 / 9131, 0.22\n",
+      "OK: David Bisbal, score: 655.918213, desc: Spanish singer, 1994 / 9131, 0.22\n",
+      "OK: David Blatt, score: 555.00415, desc: American-Israeli basketball coach, 1995 / 9131, 0.22\n",
+      "OK: David Boreanaz, score: 631.086548, desc: American actor, 1996 / 9131, 0.22\n",
+      "OK: David Boudia, score: 417.695374, desc: Olympic athlete, 1997 / 9131, 0.22\n",
+      "OK: David Bromstad, score: 434.548767, desc: American designer, 1998 / 9131, 0.22\n",
+      "OK: David Burtka, score: 518.085693, desc: American actor, 1999 / 9131, 0.22\n",
+      "OK: David Caruso, score: 565.563232, desc: American actor, 2000 / 9131, 0.22\n",
+      "OK: David Choquehuanca, score: 353.921631, desc: Bolivian Politician, 2001 / 9131, 0.22\n",
+      "OK: David Copperfield, score: 1257.677002, desc: American magician, 2002 / 9131, 0.22\n",
+      "OK: David Coulthard, score: 613.803345, desc: British racing driver, 2003 / 9131, 0.22\n",
+      "OK: David Coverdale, score: 592.433167, desc: Singer, 2004 / 9131, 0.22\n",
+      "OK: David Draiman, score: 511.160339, desc: American singer, 2005 / 9131, 0.22\n",
+      "OK: David Ferrer, score: 692.062073, desc: Spanish tennis player, 2006 / 9131, 0.22\n",
+      "OK: David Furnish, score: 539.254211, desc: Filmmaker, 2007 / 9131, 0.22\n",
+      "OK: David Gallop, score: 336.367249, desc: Chief Executive of Football Federation Australia, 2008 / 9131, 0.22\n",
+      "OK: David Garrett, score: 640.351196, desc: Violinist, 2009 / 9131, 0.22\n",
+      "OK: David Ginola, score: 573.935486, desc: French soccer player, 2010 / 9131, 0.22\n",
+      "OK: David Hallyday, score: 548.460083, desc: French singer-songwriter, 2011 / 9131, 0.22\n",
+      "OK: David Hasselhoff, score: 694.249023, desc: American actor, 2012 / 9131, 0.22\n",
+      "OK: David Haye, score: 566.437134, desc: British professional boxer, 2013 / 9131, 0.22\n",
+      "OK: David Hellenius, score: 425.864685, desc: Swedish comedian, 2014 / 9131, 0.22\n",
+      "OK: David Janer, score: 393.300873, desc: Spanish actor, 2015 / 9131, 0.22\n",
+      "OK: David Krumholtz, score: 544.117493, desc: American actor, 2016 / 9131, 0.22\n",
+      "OK: David Lafata, score: 433.010986, desc: Soccer player, 2017 / 9131, 0.22\n",
+      "OK: David Laws, score: 413.762085, desc: Former Member of Parliament of the United Kingdom, 2018 / 9131, 0.22\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: David Limberský, score: 431.993164, desc: Soccer player, 2019 / 9131, 0.22\n",
+      "OK: David Luiz, score: 682.598206, desc: Brazilian soccer player, 2020 / 9131, 0.22\n",
+      "OK: David Moyes, score: 594.794922, desc: Football coach, 2021 / 9131, 0.22\n",
+      "OK: David Muir, score: 534.834656, desc: American journalist, 2022 / 9131, 0.22\n",
+      "OK: David Odonkor, score: 487.771149, desc: Soccer player, 2023 / 9131, 0.22\n",
+      "OK: David Ortiz, score: 670.50824, desc: Baseball designated hitter, 2024 / 9131, 0.22\n",
+      "OK: David Paterson, score: 688.670654, desc: Former Governor of New York, 2025 / 9131, 0.22\n",
+      "OK: David Petraeus, score: 651.285278, desc: Former Director of the Central Intelligence Agency, 2026 / 9131, 0.22\n",
+      "OK: David Pizarro, score: 473.568909, desc: Chilean soccer player, 2027 / 9131, 0.22\n",
+      "OK: David Rath, score: 415.388855, desc: Czech physician, 2028 / 9131, 0.22\n",
+      "OK: David Silva, score: 684.461426, desc: Spanish soccer player, 2029 / 9131, 0.22\n",
+      "OK: David Spade, score: 641.44696, desc: American actor, 2030 / 9131, 0.22\n",
+      "OK: David Stern, score: 520.502075, desc: Counsel, 2031 / 9131, 0.22\n",
+      "OK: David Trezeguet, score: 636.525269, desc: Soccer player, 2032 / 9131, 0.22\n",
+      "OK: David Tua, score: 489.450562, desc: New Zealand-Samoan professional boxer, 2033 / 9131, 0.22\n",
+      "OK: David Villa, score: 684.384583, desc: Spanish soccer player, 2034 / 9131, 0.22\n",
+      "OK: David Walliams, score: 680.140259, desc: British actor, 2035 / 9131, 0.22\n",
+      "OK: David de Gea, score: 952.543152, desc: Spanish soccer player, 2036 / 9131, 0.22\n",
+      "OK: David de María, score: 481.776367, desc: Spanish singer, 2037 / 9131, 0.22\n",
+      "OK: Davide Ballardini, score: 478.810333, desc: Italian football manager, 2038 / 9131, 0.22\n",
+      "OK: Davide Nicola, score: 411.573761, desc: Italian soccer player, 2039 / 9131, 0.22\n",
+      "OK: Davina McCall, score: 582.803711, desc: Television presenter, 2040 / 9131, 0.22\n",
+      "OK: Davis Love III, score: 678.72168, desc: American professional golfer, 2041 / 9131, 0.22\n",
+      "OK: Davorka Tovilo, score: 330.98645, desc: German model, 2042 / 9131, 0.22\n",
+      "OK: Davy Russell, score: 404.897034, desc: Irish jockey, 2043 / 9131, 0.22\n",
+      "OK: Dawnn Lewis, score: 435.463165, desc: American actress, 2044 / 9131, 0.22\n",
+      "OK: Dayanand Shetty, score: 451.934906, desc: Indian model, 2045 / 9131, 0.22\n",
+      "OK: Dayanidhi Maran, score: 434.276886, desc: Indian Politician, 2046 / 9131, 0.22\n",
+      "OK: Dayle Haddon, score: 421.050537, desc: Canadian model, 2047 / 9131, 0.22\n",
+      "OK: Daymond John, score: 521.258728, desc: CEO of FUBU, 2048 / 9131, 0.22\n",
+      "OK: Dayro Moreno, score: 532.221069, desc: Colombian soccer player, 2049 / 9131, 0.22\n",
+      "OK: Dbanj, score: 20.127327, desc: Musician, 2050 / 9131, 0.22\n",
+      "OK: DeMar DeRozan, score: 700.455994, desc: American basketball player, 2051 / 9131, 0.22\n",
+      "OK: Dean DeBlois, score: 438.330139, desc: Canadian film director, 2052 / 9131, 0.22\n",
+      "OK: Dean Heller, score: 527.086853, desc: United States Senator, 2053 / 9131, 0.22\n",
+      "OK: Dean Morgan, score: 518.998718, desc: American actor, 2054 / 9131, 0.22\n",
+      "OK: Dean Sheremet, score: 362.669159, desc: American dancer, 2055 / 9131, 0.23\n",
+      "OK: Dean Skelos, score: 494.508179, desc: Former Majority Leader of the New York State Senate, 2056 / 9131, 0.23\n",
+      "OK: Debbie Matenopoulos, score: 420.217834, desc: American television host, 2057 / 9131, 0.23\n",
+      "OK: Debbie Rush, score: 373.339539, desc: Actress, 2058 / 9131, 0.23\n",
+      "OK: Debbie Ryan, score: 300.075104, desc: American actress, 2059 / 9131, 0.23\n",
+      "OK: Debbie Wasserman Schultz, score: 823.18634, desc: U.S. Representative, 2060 / 9131, 0.23\n",
+      "OK: Debi Nova, score: 424.380341, desc: Singer-songwriter, 2061 / 9131, 0.23\n",
+      "OK: Debina Bonnerjee, score: 445.468109, desc: Indian TV actress, 2062 / 9131, 0.23\n",
+      "OK: Debora Caprioglio, score: 480.212311, desc: Italian actress, 2063 / 9131, 0.23\n",
+      "OK: Deborah Hutton, score: 404.877869, desc: Australian media personality, 2064 / 9131, 0.23\n",
+      "OK: Deborah Kara Unger, score: 673.825684, desc: Canadian actress, 2065 / 9131, 0.23\n",
+      "OK: Deborah Voigt, score: 394.35437, desc: American soprano, 2066 / 9131, 0.23\n",
+      "OK: Deborra-Lee Furness, score: 719.717346, desc: Australian actress, 2067 / 9131, 0.23\n",
+      "OK: Debra Messing, score: 637.261353, desc: American actress, 2068 / 9131, 0.23\n",
+      "OK: Debra Stephenson, score: 435.494263, desc: English actress, 2069 / 9131, 0.23\n",
+      "OK: Declan Donnelly, score: 570.62915, desc: Television presenter, 2070 / 9131, 0.23\n",
+      "OK: Deddy Mizwar, score: 447.289764, desc: Indonesian actor, 2071 / 9131, 0.23\n",
+      "OK: Dedee Pfeiffer, score: 484.532318, desc: American film actress, 2072 / 9131, 0.23\n",
+      "OK: Dee Caffari, score: 358.372498, desc: British sailor, 2073 / 9131, 0.23\n",
+      "OK: Dee Snider, score: 601.126892, desc: American singer-songwriter, 2074 / 9131, 0.23\n",
+      "OK: DeeDee Trotter, score: 425.621521, desc: American athlete, 2075 / 9131, 0.23\n",
+      "OK: Deeksha Seth, score: 485.896118, desc: Indian film actress, 2076 / 9131, 0.23\n",
+      "OK: Deepal Shaw, score: 374.402222, desc: Indian actress, 2077 / 9131, 0.23\n",
+      "OK: Deirdre Bolton, score: 371.319641, desc: American host, 2078 / 9131, 0.23\n",
+      "OK: Dejan Stankovic, score: 544.738586, desc: Soccer player, 2079 / 9131, 0.23\n",
+      "OK: Del McCoury, score: 473.388214, desc: American musician, 2080 / 9131, 0.23\n",
+      "OK: Del Shannon, score: 553.635559, desc: American musician, 2081 / 9131, 0.23\n",
+      "OK: Delfeayo Marsalis, score: 399.315521, desc: American trombonist, 2082 / 9131, 0.23\n",
+      "OK: Delnaaz Irani, score: 434.408295, desc: Indian actress, 2083 / 9131, 0.23\n",
+      "OK: Delon Armitage, score: 395.953705, desc: , 2084 / 9131, 0.23\n",
+      "OK: Delphine Batho, score: 393.392151, desc: French Politician, 2085 / 9131, 0.23\n",
+      "OK: Delphine Boël, score: 358.288025, desc: Belgian artist, 2086 / 9131, 0.23\n",
+      "OK: Delphine Chanéac, score: 453.601624, desc: French model, 2087 / 9131, 0.23\n",
+      "OK: Delta Burke, score: 508.852905, desc: American actress, 2088 / 9131, 0.23\n",
+      "OK: Delta Goodrem, score: 633.574585, desc: Australian singer-songwriter, 2089 / 9131, 0.23\n",
+      "OK: Demba Ba, score: 553.748413, desc: Soccer player, 2090 / 9131, 0.23\n",
+      "OK: Demet Akalın, score: 610.930298, desc: Turkish singer, 2091 / 9131, 0.23\n",
+      "OK: Demetria McKinney, score: 467.278168, desc: American actress, 2092 / 9131, 0.23\n",
+      "OK: Demetrio Albertini, score: 499.343414, desc: Soccer midfielder, 2093 / 9131, 0.23\n",
+      "OK: Demi Moore, score: 723.404541, desc: American actress, 2094 / 9131, 0.23\n",
+      "OK: Demis Roussos, score: 643.643921, desc: Egyptian-Greek vocalist, 2095 / 9131, 0.23\n",
+      "OK: Demián Bichir, score: 573.759155, desc: American-Mexican actor, 2096 / 9131, 0.23\n",
+      "OK: Denis Brogniart, score: 437.90332, desc: French journalist, 2097 / 9131, 0.23\n",
+      "OK: Denis Istomin, score: 563.357117, desc: Uzbek tennis player, 2098 / 9131, 0.23\n",
+      "OK: Denis Lebedev, score: 475.696777, desc: Russian professional boxer, 2099 / 9131, 0.23\n",
+      "OK: Denis Mukwege, score: 451.640045, desc: Congolese gynecologist, 2100 / 9131, 0.23\n",
+      "OK: Denis Ten, score: 648.642395, desc: Kazakhstani figure skater, 2101 / 9131, 0.23\n",
+      "OK: Denis Verdini, score: 401.172119, desc: Italian Politician, 2102 / 9131, 0.23\n",
+      "OK: Denise Dresser, score: 419.00351, desc: Mexican political analyst, 2103 / 9131, 0.23\n",
+      "OK: Denise Laurel, score: 438.608582, desc: Actress, 2104 / 9131, 0.23\n",
+      "OK: Denise Quiñones, score: 466.451599, desc: Actress, 2105 / 9131, 0.23\n",
+      "OK: Denise Vasi, score: 389.831146, desc: American actress, 2106 / 9131, 0.23\n",
+      "OK: Denise van Outen, score: 708.239197, desc: Actress, 2107 / 9131, 0.23\n",
+      "OK: Deniz Akkaya, score: 476.906677, desc: Turkish model, 2108 / 9131, 0.23\n",
+      "OK: Deniz Baykal, score: 536.235962, desc: Member of the Grand National Assembly of Turkey, 2109 / 9131, 0.23\n",
+      "OK: Deniz Çakır, score: 511.24411, desc: Turkish film actress, 2110 / 9131, 0.23\n",
+      "OK: Dennenesch Zoudé, score: 400.906616, desc: German actress, 2111 / 9131, 0.23\n",
+      "OK: Dennis Rodman, score: 694.477173, desc: American basketball player, 2112 / 9131, 0.23\n",
+      "OK: Dennis Rommedahl, score: 465.932709, desc: Danish soccer player, 2113 / 9131, 0.23\n",
+      "OK: Dennis Wolf, score: 435.322083, desc: German bodybuilder, 2114 / 9131, 0.23\n",
+      "OK: Denzel Washington, score: 809.605408, desc: American actor, 2115 / 9131, 0.23\n",
+      "OK: Derek Blasberg, score: 421.681183, desc: American journalist, 2116 / 9131, 0.23\n",
+      "OK: Derek Luke, score: 512.898621, desc: American actor, 2117 / 9131, 0.23\n",
+      "OK: Derek McInnes, score: 464.57309, desc: Former soccer player, 2118 / 9131, 0.23\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Derek Ramsay, score: 475.337097, desc: British-Filipino model, 2119 / 9131, 0.23\n",
+      "OK: Derek Trucks, score: 547.504333, desc: American guitarist, 2120 / 9131, 0.23\n",
+      "OK: Deron Williams, score: 589.357056, desc: American basketball player, 2121 / 9131, 0.23\n",
+      "OK: Derrell Dixon, score: 187.043274, desc: American boxer, 2122 / 9131, 0.23\n",
+      "OK: Derren Brown, score: 800.859558, desc: Illusionist, 2123 / 9131, 0.23\n",
+      "OK: Derrick Rose, score: 692.436707, desc: American basketball player, 2124 / 9131, 0.23\n",
+      "OK: Deryck Whibley, score: 537.2724, desc: Canadian musician, 2125 / 9131, 0.23\n",
+      "OK: Desi Lydic, score: 446.059265, desc: American comedian, 2126 / 9131, 0.23\n",
+      "OK: Desiree Gruber, score: 356.490601, desc: Television producer, 2127 / 9131, 0.23\n",
+      "OK: Detlef Soost, score: 478.890472, desc: Dancer, 2128 / 9131, 0.23\n",
+      "OK: Dev Patel, score: 618.536499, desc: Actor, 2129 / 9131, 0.23\n",
+      "OK: Deval Patrick, score: 699.085754, desc: Former Governor of Massachusetts, 2130 / 9131, 0.23\n",
+      "OK: Devanny Pinn, score: 316.923035, desc: Film actress, 2131 / 9131, 0.23\n",
+      "OK: Devayani, score: 42.672428, desc: Actress, 2132 / 9131, 0.23\n",
+      "OK: Devin Mesoraco, score: 451.732971, desc: Baseball catcher, 2133 / 9131, 0.23\n",
+      "OK: Devlet Bahçeli, score: 545.622559, desc: Turkish Politician, 2134 / 9131, 0.23\n",
+      "OK: Devon Alexander, score: 435.909119, desc: American boxer, 2135 / 9131, 0.23\n",
+      "OK: Devon Sawa, score: 551.094482, desc: Canadian actor, 2136 / 9131, 0.23\n",
+      "OK: Dhanush, score: 53.172787, desc: Indian film actor, 2137 / 9131, 0.23\n",
+      "OK: Dhanya Mary Varghese, score: 509.91687, desc: Indian actress, 2138 / 9131, 0.23\n",
+      "OK: Dia Mirza, score: 562.59375, desc: Indian model, 2139 / 9131, 0.23\n",
+      "OK: Dian Parkinson, score: 398.483917, desc: American model, 2140 / 9131, 0.23\n",
+      "OK: Diana Bolocco, score: 406.254333, desc: Chilean journalist, 2141 / 9131, 0.23\n",
+      "OK: Diana Bracho, score: 470.322083, desc: Mexican actress, 2142 / 9131, 0.23\n",
+      "OK: Diana Conti, score: 349.83786, desc: Argentine lawyer, 2143 / 9131, 0.23\n",
+      "OK: Diana Danielle, score: 420.509918, desc: Actress, 2144 / 9131, 0.23\n",
+      "OK: Diana Dondoe, score: 316.640167, desc: Romanian model, 2145 / 9131, 0.23\n",
+      "OK: Diana Haddad, score: 533.696777, desc: Singer, 2146 / 9131, 0.24\n",
+      "OK: Diana Krall, score: 626.685303, desc: Canadian jazz pianist, 2147 / 9131, 0.24\n",
+      "OK: Diana Penty, score: 507.889038, desc: Indian film actress, 2148 / 9131, 0.24\n",
+      "OK: Diana, Princess of Wales, score: 1874.0896, desc: Princess of Wales, 2149 / 9131, 0.24\n",
+      "OK: Diandra Soares, score: 405.139374, desc: Indian model, 2150 / 9131, 0.24\n",
+      "OK: Diane Baker, score: 469.722229, desc: American actress, 2151 / 9131, 0.24\n",
+      "OK: Diane Lane, score: 663.689209, desc: American actress, 2152 / 9131, 0.24\n",
+      "OK: Diane Parish, score: 413.794922, desc: Actress, 2153 / 9131, 0.24\n",
+      "OK: Diane Sawyer, score: 551.717773, desc: American journalist, 2154 / 9131, 0.24\n",
+      "OK: Diarmuid Martin, score: 407.416504, desc: , 2155 / 9131, 0.24\n",
+      "OK: Dichen Lachman, score: 520.354431, desc: Actress, 2156 / 9131, 0.24\n",
+      "OK: Dick Rivers, score: 491.459717, desc: French singer, 2157 / 9131, 0.24\n",
+      "OK: Dick Vitale, score: 528.719788, desc: Sportscaster, 2158 / 9131, 0.24\n",
+      "OK: Dick Wolf, score: 565.905212, desc: American television producer, 2159 / 9131, 0.24\n",
+      "OK: Diddy, score: 103.525803, desc: American rapper, 2160 / 9131, 0.24\n",
+      "OK: Didier Deschamps, score: 711.456177, desc: French soccer player, 2161 / 9131, 0.24\n",
+      "OK: Didier Drogba, score: 725.669617, desc: Ivorian soccer player, 2162 / 9131, 0.24\n",
+      "OK: Diego Abatantuono, score: 510.800079, desc: Italian theatre actor, 2163 / 9131, 0.24\n",
+      "OK: Diego Bertie, score: 414.340302, desc: Peruvian actor, 2164 / 9131, 0.24\n",
+      "OK: Diego Botto, score: 372.723297, desc: Argentine-Spanish actor, 2165 / 9131, 0.24\n",
+      "OK: Diego Costa, score: 687.505493, desc: Soccer player, 2166 / 9131, 0.24\n",
+      "OK: Diego Forlán, score: 695.557617, desc: Uruguayan soccer player, 2167 / 9131, 0.24\n",
+      "OK: Diego Hypólito, score: 449.01593, desc: Brazilian gymnast, 2168 / 9131, 0.24\n",
+      "OK: Diego Lugano, score: 529.621643, desc: Soccer player, 2169 / 9131, 0.24\n",
+      "OK: Diego Maradona, score: 848.355652, desc: Argentine soccer player, 2170 / 9131, 0.24\n",
+      "OK: Diego Peretti, score: 424.133179, desc: Argentine actor, 2171 / 9131, 0.24\n",
+      "OK: Diego Tardelli, score: 481.844879, desc: Soccer player, 2172 / 9131, 0.24\n",
+      "OK: Dierks Bentley, score: 659.745117, desc: American singer, 2173 / 9131, 0.24\n",
+      "OK: Dieter Bohlen, score: 665.804688, desc: German musician, 2174 / 9131, 0.24\n",
+      "OK: Dieter Hallervorden, score: 497.348083, desc: German comedian, 2175 / 9131, 0.24\n",
+      "OK: Dieter Hecking, score: 502.038513, desc: German football manager, 2176 / 9131, 0.24\n",
+      "OK: Dieter Nuhr, score: 474.507874, desc: German comedian, 2177 / 9131, 0.24\n",
+      "OK: Dieter Thomas Kuhn, score: 634.504578, desc: Musician, 2178 / 9131, 0.24\n",
+      "OK: Diether Ocampo, score: 456.367493, desc: Filipino actor, 2179 / 9131, 0.24\n",
+      "OK: Dietmar Beiersdorfer, score: 377.260254, desc: Soccer player, 2180 / 9131, 0.24\n",
+      "OK: Dietmar Hamann, score: 522.811035, desc: Soccer player, 2181 / 9131, 0.24\n",
+      "OK: Dietmar Hopp, score: 427.351135, desc: German entrepreneur, 2182 / 9131, 0.24\n",
+      "OK: Dietrich Brüggemann, score: 313.771149, desc: Film director, 2183 / 9131, 0.24\n",
+      "OK: Diganth, score: 34.783306, desc: Indian film actor, 2184 / 9131, 0.24\n",
+      "OK: Digby Ioane, score: 390.135986, desc: Rugby player, 2185 / 9131, 0.24\n",
+      "OK: Digvijay Singh, score: 408.012787, desc: Member of Parliament, Rajya Sabha, 2186 / 9131, 0.24\n",
+      "OK: Dikembe Mutombo, score: 630.454041, desc: American-Congolese basketball player, 2187 / 9131, 0.24\n",
+      "OK: Dileep, score: 48.133823, desc: Indian film actor, 2188 / 9131, 0.24\n",
+      "OK: Dilip Vengsarkar, score: 456.451752, desc: Indian cricketer, 2189 / 9131, 0.24\n",
+      "OK: Dimitris Diamantidis, score: 614.606567, desc: Greek basketball player, 2190 / 9131, 0.24\n",
+      "OK: Dimple Jhangiani, score: 370.235107, desc: Indian television actress, 2191 / 9131, 0.24\n",
+      "OK: Dimpy Mahajan, score: 218.160782, desc: Indian model, 2192 / 9131, 0.24\n",
+      "OK: Dina Hayek, score: 409.434052, desc: Lebanese singer, 2193 / 9131, 0.24\n",
+      "OK: Dina Lohan, score: 443.934845, desc: American television personality, 2194 / 9131, 0.24\n",
+      "OK: Dina Pugliese, score: 407.064606, desc: Canadian television personality, 2195 / 9131, 0.24\n",
+      "OK: Dina Sfat, score: 418.97699, desc: Brazilian actress, 2196 / 9131, 0.24\n",
+      "OK: Dino Imperial, score: 345.862183, desc: Filipino actor, 2197 / 9131, 0.24\n",
+      "OK: Dino Morea, score: 487.076416, desc: Indian actor, 2198 / 9131, 0.24\n",
+      "OK: Dioncounda Traoré, score: 393.34082, desc: Former Acting President of Mali, 2199 / 9131, 0.24\n",
+      "OK: Dionne Warwick, score: 694.091736, desc: American singer, 2200 / 9131, 0.24\n",
+      "OK: Dionte Christmas, score: 360.302612, desc: American basketball player, 2201 / 9131, 0.24\n",
+      "OK: Diosdado Cabello, score: 530.769043, desc: Former Speaker of the National Assembly of Venezuela, 2202 / 9131, 0.24\n",
+      "OK: Dipannita Sharma, score: 424.102661, desc: Indian supermodel, 2203 / 9131, 0.24\n",
+      "OK: Dira Paes, score: 463.743439, desc: Brazilian actress, 2204 / 9131, 0.24\n",
+      "OK: Dirk Kuyt, score: 571.305603, desc: Dutch soccer player, 2205 / 9131, 0.24\n",
+      "OK: Dirk Nowitzki, score: 702.832397, desc: German basketball player, 2206 / 9131, 0.24\n",
+      "OK: Dirk Schuster, score: 437.446991, desc: Football manager, 2207 / 9131, 0.24\n",
+      "OK: Disiz, score: 40.818756, desc: French rapper, 2208 / 9131, 0.24\n",
+      "OK: Dita de Leon, score: 413.209473, desc: Actress, 2209 / 9131, 0.24\n",
+      "OK: Divya Bharti, score: 596.17627, desc: Indian film actress, 2210 / 9131, 0.24\n",
+      "OK: Divya Khosla, score: 403.605927, desc: Indian actress, 2211 / 9131, 0.24\n",
+      "OK: Djibril Bassolé, score: 337.609375, desc: Burkinabé Politician, 2212 / 9131, 0.24\n",
+      "OK: Djibril Cissé, score: 643.006653, desc: Soccer player, 2213 / 9131, 0.24\n",
+      "OK: Djimon Hounsou, score: 608.74762, desc: American-Beninese actor, 2214 / 9131, 0.24\n",
+      "OK: Dmitri Hvorostovsky, score: 554.902222, desc: Baritone, 2215 / 9131, 0.24\n",
+      "OK: Dmitry Rogozin, score: 467.570679, desc: Russian Politician, 2216 / 9131, 0.24\n",
+      "OK: Doc Rivers, score: 646.043518, desc: American basketball coach, 2217 / 9131, 0.24\n",
+      "OK: Dollah Salleh, score: 389.360229, desc: Malaysian soccer player, 2218 / 9131, 0.24\n",
+      "OK: Dolly Buster, score: 488.425446, desc: Film producer, 2219 / 9131, 0.24\n",
+      "OK: Dolores Chaplin, score: 373.591125, desc: Actor, 2220 / 9131, 0.24\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Dolph Ziggler, score: 689.953125, desc: American professional wrestler, 2221 / 9131, 0.24\n",
+      "OK: Domagoj Vida, score: 649.224792, desc: Croatian soccer player, 2222 / 9131, 0.24\n",
+      "OK: Domenico Criscito, score: 515.735229, desc: Italian soccer player, 2223 / 9131, 0.24\n",
+      "OK: Dominic Monaghan, score: 596.63562, desc: Actor, 2224 / 9131, 0.24\n",
+      "OK: Dominic West, score: 602.834229, desc: Actor, 2225 / 9131, 0.24\n",
+      "OK: Dominick Cruz, score: 517.56665, desc: American mixed martial artist, 2226 / 9131, 0.24\n",
+      "OK: Dominik García-Lorido, score: 600.315674, desc: American actress, 2227 / 9131, 0.24\n",
+      "OK: Dominika Ostałowska, score: 369.022552, desc: Actress, 2228 / 9131, 0.24\n",
+      "OK: Dominique Bussereau, score: 378.294678, desc: Former French Minister of Transportation, 2229 / 9131, 0.24\n",
+      "OK: Dominique Farrugia, score: 447.772644, desc: French actor, 2230 / 9131, 0.24\n",
+      "OK: Dominique Geisendorff, score: 362.097717, desc: Actress, 2231 / 9131, 0.24\n",
+      "OK: Dominique de Villepin, score: 735.816467, desc: Former Prime Minister of France, 2232 / 9131, 0.24\n",
+      "OK: Don The Dragon Wilson, score: 606.091614, desc: American film actor, 2233 / 9131, 0.24\n",
+      "OK: Don Airey, score: 491.58374, desc: Keyboardist, 2234 / 9131, 0.24\n",
+      "OK: Don Diamont, score: 454.261658, desc: American actor, 2235 / 9131, 0.24\n",
+      "OK: Don Johnson, score: 657.698547, desc: American actor, 2236 / 9131, 0.24\n",
+      "OK: Don Mattingly, score: 603.365906, desc: American baseball coach, 2237 / 9131, 0.24\n",
+      "OK: Donald Cerrone, score: 551.665894, desc: American mixed martial artist, 2238 / 9131, 0.25\n",
+      "OK: Donald Faison, score: 561.995911, desc: American actor, 2239 / 9131, 0.25\n",
+      "OK: Donald Sterling, score: 542.88208, desc: American businessman, 2240 / 9131, 0.25\n",
+      "OK: Donald Trump, Jr., score: 1027.205322, desc: American businessman, 2241 / 9131, 0.25\n",
+      "OK: Donatella Arpaia, score: 377.694458, desc: American restaurateur, 2242 / 9131, 0.25\n",
+      "OK: Donatella Finocchiaro, score: 412.862, desc: Italian actress, 2243 / 9131, 0.25\n",
+      "OK: Donatella Versace, score: 601.554504, desc: Italian fashion designer, 2244 / 9131, 0.25\n",
+      "OK: Donda West, score: 436.831024, desc: American rapper, 2245 / 9131, 0.25\n",
+      "OK: Donna Brazile, score: 479.927704, desc: American political strategist, 2246 / 9131, 0.25\n",
+      "OK: Donna Leon, score: 472.676208, desc: American author, 2247 / 9131, 0.25\n",
+      "OK: Donna Spangler, score: 313.41156, desc: Actress, 2248 / 9131, 0.25\n",
+      "OK: Donnie Wahlberg, score: 629.49469, desc: American singer-songwriter, 2249 / 9131, 0.25\n",
+      "OK: Donny Osmond, score: 660.289001, desc: American singer, 2250 / 9131, 0.25\n",
+      "OK: Dorinda Clark Cole, score: 592.473999, desc: American gospel singer, 2251 / 9131, 0.25\n",
+      "OK: Doris Bures, score: 396.757996, desc: Austrian Politician, 2252 / 9131, 0.25\n",
+      "OK: Dorival Júnior, score: 545.14801, desc: Brazilian soccer player, 2253 / 9131, 0.25\n",
+      "OK: Dorkas Kiefer, score: 334.803925, desc: Actress, 2254 / 9131, 0.25\n",
+      "OK: Dorlan Pabón, score: 494.88974, desc: Colombian soccer player, 2255 / 9131, 0.25\n",
+      "OK: Dorothea Hurley, score: 351.023987, desc: Jon Bon Jovi's wife, 2256 / 9131, 0.25\n",
+      "OK: Dot Jones, score: 472.036163, desc: American actress, 2257 / 9131, 0.25\n",
+      "OK: Doug Ford, score: 809.509094, desc: Premier of Ontario, 2258 / 9131, 0.25\n",
+      "OK: Doug Savant, score: 515.675049, desc: American actor, 2259 / 9131, 0.25\n",
+      "OK: Douglas Carswell, score: 418.703705, desc: Member of Parliament of the United Kingdom, 2260 / 9131, 0.25\n",
+      "OK: Douglas Costa, score: 645.610046, desc: Soccer player, 2261 / 9131, 0.25\n",
+      "OK: Doukissa Nomikou, score: 456.761566, desc: Greek TV presenter, 2262 / 9131, 0.25\n",
+      "OK: Downtown Julie Brown, score: 585.260132, desc: Actress, 2263 / 9131, 0.25\n",
+      "OK: Doğu Perinçek, score: 510.766663, desc: Turkish Politician, 2264 / 9131, 0.25\n",
+      "OK: Dragan Čović, score: 450.276978, desc: Croat Member of the Presidency of Bosnia and Herzegovina, 2265 / 9131, 0.25\n",
+      "OK: Dragan Šutanovac, score: 397.07843, desc: Serbian Politician, 2266 / 9131, 0.25\n",
+      "OK: Drake, score: 105.634933, desc: Canadian rapper, 2267 / 9131, 0.25\n",
+      "OK: Dravid, score: 43.830742, desc: Indian cricketer, 2268 / 9131, 0.25\n",
+      "OK: Dree Hemingway, score: 456.272186, desc: American model, 2269 / 9131, 0.25\n",
+      "OK: Drew Barrymore, score: 724.485291, desc: American actress, 2270 / 9131, 0.25\n",
+      "OK: Drew Pinsky, score: 567.785278, desc: American doctor, 2271 / 9131, 0.25\n",
+      "OK: Drew Sidora, score: 443.743988, desc: American actress, 2272 / 9131, 0.25\n",
+      "OK: Drew Van Acker, score: 653.848938, desc: American actor, 2273 / 9131, 0.25\n",
+      "OK: Dries Mertens, score: 633.499756, desc: Belgian soccer player, 2274 / 9131, 0.25\n",
+      "OK: Dubravka Šuica, score: 353.826813, desc: Croatian Politician, 2275 / 9131, 0.25\n",
+      "OK: Dudi Sela, score: 536.96167, desc: Israeli tennis player, 2276 / 9131, 0.25\n",
+      "OK: Duff McKagan, score: 619.271667, desc: American bass guitarist, 2277 / 9131, 0.25\n",
+      "OK: Dumitru Dragomir, score: 342.965302, desc: Soccer player, 2278 / 9131, 0.25\n",
+      "OK: Duncan Keith, score: 463.566345, desc: Ice hockey defenceman, 2279 / 9131, 0.25\n",
+      "OK: Dunga, score: 49.15274, desc: Brazilian football manager, 2280 / 9131, 0.25\n",
+      "OK: Durga Jasraj, score: 401.542664, desc: Indian producer, 2281 / 9131, 0.25\n",
+      "OK: Dustin Hoffman, score: 719.228821, desc: American actor, 2282 / 9131, 0.25\n",
+      "OK: Dustin Johnson, score: 656.814331, desc: American professional golfer, 2283 / 9131, 0.25\n",
+      "OK: Duvier Riascos, score: 436.172424, desc: Colombian soccer player, 2284 / 9131, 0.25\n",
+      "OK: Dušan Ivković, score: 475.351501, desc: Serbian basketball player, 2285 / 9131, 0.25\n",
+      "OK: Duško Vujošević, score: 412.476501, desc: Basketball coach, 2286 / 9131, 0.25\n",
+      "OK: Dwayne Bravo, score: 587.480896, desc: Trinidadian cricketer, 2287 / 9131, 0.25\n",
+      "OK: Dwayne Johnson, score: 1106.054077, desc: Actor, 2288 / 9131, 0.25\n",
+      "OK: Dweezil Zappa, score: 528.61554, desc: American guitarist, 2289 / 9131, 0.25\n",
+      "OK: Dwight Howard, score: 755.105225, desc: American basketball player, 2290 / 9131, 0.25\n",
+      "OK: Dwyane Wade, score: 759.716003, desc: American basketball player, 2291 / 9131, 0.25\n",
+      "OK: Dylan Kuo, score: 446.269745, desc: Taiwanese actor, 2292 / 9131, 0.25\n",
+      "OK: Dylan Riley Snyder, score: 579.006531, desc: American music performer, 2293 / 9131, 0.25\n",
+      "OK: Dyson Heppell, score: 484.115387, desc: Australian rules footballer, 2294 / 9131, 0.25\n",
+      "OK: Dzsenifer Marozsán, score: 514.040771, desc: Soccer player, 2295 / 9131, 0.25\n",
+      "HTTP Error 503: Service Unavailable Dániel Gyurta\n",
+      "OK: Dániel Gyurta, score: 447.446472, desc: Hungarian swimmer, 2296 / 9131, 0.25\n",
+      "OK: Débora Giorgi, score: 345.886475, desc: Argentine economist, 2297 / 9131, 0.25\n",
+      "OK: Débora Lyra, score: 395.739716, desc: Brazilian actress, 2298 / 9131, 0.25\n",
+      "OK: Débora Nascimento, score: 479.047791, desc: Brazilian actress, 2299 / 9131, 0.25\n",
+      "OK: Déborah François, score: 493.804688, desc: Belgian actress, 2300 / 9131, 0.25\n",
+      "OK: Dési Bouterse, score: 469.799927, desc: President of Suriname, 2301 / 9131, 0.25\n",
+      "OK: Désirée Nosbusch, score: 510.860199, desc: Television presenter, 2302 / 9131, 0.25\n",
+      "OK: Dương Triệu Vũ, score: 550.544678, desc: Singer, 2303 / 9131, 0.25\n",
+      "OK: James Earl Jones, score: 898.369019, desc: American actor, 2304 / 9131, 0.25\n",
+      "OK: Ebba von Sydow, score: 585.455078, desc: Swedish journalist, 2305 / 9131, 0.25\n",
+      "OK: Ebru Gündeş, score: 592.053101, desc: Turkish singer, 2306 / 9131, 0.25\n",
+      "OK: Ecaterina Andronescu, score: 438.697449, desc: Romanian engineer, 2307 / 9131, 0.25\n",
+      "OK: Ece Erken, score: 435.905792, desc: Turkish TV actress, 2308 / 9131, 0.25\n",
+      "OK: Eckart Witzigmann, score: 393.621887, desc: Austrian chef, 2309 / 9131, 0.25\n",
+      "OK: Eckart von Hirschhausen, score: 643.939819, desc: German physician, 2310 / 9131, 0.25\n",
+      "OK: Ed Balls, score: 562.339233, desc: Former Economic Secretary to the Treasury, 2311 / 9131, 0.25\n",
+      "OK: Ed Helms, score: 644.56189, desc: American actor, 2312 / 9131, 0.25\n",
+      "OK: Ed Reed, score: 599.246887, desc: Football safety, 2313 / 9131, 0.25\n",
+      "OK: Ed Rendell, score: 638.5755, desc: Former Governor of Pennsylvania, 2314 / 9131, 0.25\n",
+      "OK: Ed Schultz, score: 521.524597, desc: American television host, 2315 / 9131, 0.25\n",
+      "OK: Edda Magnason, score: 413.261932, desc: Singer-songwriter, 2316 / 9131, 0.25\n",
+      "OK: Eddie Howe, score: 496.557312, desc: Football manager, 2317 / 9131, 0.25\n",
+      "OK: Eddie Kendricks, score: 524.250488, desc: American singer, 2318 / 9131, 0.25\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Eddie Levert, score: 494.318726, desc: American singer, 2319 / 9131, 0.25\n",
+      "OK: Eddie McGuire, score: 491.574402, desc: President of the Collingwood Football Club, 2320 / 9131, 0.25\n",
+      "OK: Eddie Money, score: 558.737488, desc: American singer-songwriter, 2321 / 9131, 0.25\n",
+      "OK: Eddie Redmayne, score: 680.506897, desc: Actor, 2322 / 9131, 0.25\n",
+      "OK: Eddie Steeples, score: 421.756897, desc: American actor, 2323 / 9131, 0.25\n",
+      "OK: Eddy Mitchell, score: 639.670288, desc: French singer, 2324 / 9131, 0.25\n",
+      "OK: Eddy Vilard, score: 409.646362, desc: Mexican actor, 2325 / 9131, 0.25\n",
+      "OK: Eden Hazard, score: 813.737854, desc: Belgian soccer player, 2326 / 9131, 0.25\n",
+      "OK: Edgar Davids, score: 597.009399, desc: Soccer player, 2327 / 9131, 0.25\n",
+      "OK: Edgar Savisaar, score: 408.84967, desc: Estonian Politician, 2328 / 9131, 0.25\n",
+      "OK: Edgar Selge, score: 402.063202, desc: German actor, 2329 / 9131, 0.26\n",
+      "OK: Edi Gathegi, score: 459.061646, desc: American-Kenyan film actor, 2330 / 9131, 0.26\n",
+      "OK: Edie Campbell, score: 393.190643, desc: Model, 2331 / 9131, 0.26\n",
+      "OK: Edie Falco, score: 636.343445, desc: American television actress, 2332 / 9131, 0.26\n",
+      "OK: Edin Džeko, score: 662.683044, desc: Bosnian soccer player, 2333 / 9131, 0.26\n",
+      "OK: Edinson Cavani, score: 779.741943, desc: Uruguayan soccer player, 2334 / 9131, 0.26\n",
+      "OK: Edinson Volquez, score: 471.031128, desc: Professional baseball pitcher, 2335 / 9131, 0.26\n",
+      "OK: Edison Chen, score: 578.733276, desc: Actor, 2336 / 9131, 0.26\n",
+      "OK: Edita Abdieski, score: 352.658356, desc: Swiss singer, 2337 / 9131, 0.26\n",
+      "OK: Edita Vilkevičiūtė, score: 478.911987, desc: Lithuanian model, 2338 / 9131, 0.26\n",
+      "OK: Edith Bowman, score: 436.895569, desc: DJ, 2339 / 9131, 0.26\n",
+      "OK: Edith González, score: 556.176941, desc: Mexican actress, 2340 / 9131, 0.26\n",
+      "OK: Edith Larente, score: 156.333939, desc: Canadian model, 2341 / 9131, 0.26\n",
+      "OK: Edith Schippers, score: 455.927277, desc: Former Member of the House of Representatives of the Netherlands, 2342 / 9131, 0.26\n",
+      "OK: Edo Maajka, score: 460.82724, desc: Bosnian rapper, 2343 / 9131, 0.26\n",
+      "OK: Edoardo Costa, score: 385.518768, desc: Italian model, 2344 / 9131, 0.26\n",
+      "OK: Edoardo Leo, score: 451.656433, desc: Italian actor, 2345 / 9131, 0.26\n",
+      "OK: Edoardo Reja, score: 502.562286, desc: Italian football coach, 2346 / 9131, 0.26\n",
+      "OK: Edson Puch, score: 461.739441, desc: Chilean soccer player, 2347 / 9131, 0.26\n",
+      "OK: Edu Soto, score: 377.951752, desc: Actor, 2348 / 9131, 0.26\n",
+      "OK: Eduard Punset, score: 427.252502, desc: Spanish Politician, 2349 / 9131, 0.26\n",
+      "OK: Eduardo Berizzo, score: 508.445374, desc: Argentine soccer player, 2350 / 9131, 0.26\n",
+      "OK: Eduardo Moscovis, score: 412.535736, desc: Brazilian actor, 2351 / 9131, 0.26\n",
+      "OK: Eduardo Santamarina, score: 475.094208, desc: Mexican film actor, 2352 / 9131, 0.26\n",
+      "OK: Eduardo Schwank, score: 383.12027, desc: Tennis player, 2353 / 9131, 0.26\n",
+      "OK: Eduardo Vargas, score: 572.141663, desc: Chilean soccer player, 2354 / 9131, 0.26\n",
+      "OK: Eduardo Verástegui, score: 503.993286, desc: Mexican actor, 2355 / 9131, 0.26\n",
+      "OK: Eduardo Yañez, score: 528.308289, desc: Mexican television actor, 2356 / 9131, 0.26\n",
+      "OK: Eduardo Zaplana, score: 454.097046, desc: Spanish Politician, 2357 / 9131, 0.26\n",
+      "OK: Edurne, score: 49.626472, desc: Spanish singer, 2358 / 9131, 0.26\n",
+      "OK: Edward Burns, score: 533.997742, desc: American actor, 2359 / 9131, 0.26\n",
+      "OK: Edward Furlong, score: 594.815186, desc: American actor, 2360 / 9131, 0.26\n",
+      "OK: Edward Lowassa, score: 452.620941, desc: Tanzanian Politician, 2361 / 9131, 0.26\n",
+      "OK: Edward Norton, score: 683.557068, desc: American actor, 2362 / 9131, 0.26\n",
+      "OK: Edyta Bartosiewicz, score: 451.118225, desc: Polish singer, 2363 / 9131, 0.26\n",
+      "OK: Edyta Geppert, score: 430.767975, desc: Polish singer, 2364 / 9131, 0.26\n",
+      "OK: Edyta Górniak, score: 630.183716, desc: Polish singer, 2365 / 9131, 0.26\n",
+      "OK: Edyta Herbuś, score: 446.619293, desc: Polish dancer, 2366 / 9131, 0.26\n",
+      "OK: Edyta Jungowska, score: 381.592224, desc: Polish theater actress, 2367 / 9131, 0.26\n",
+      "OK: Edyta Olszówka, score: 352.613739, desc: Actress, 2368 / 9131, 0.26\n",
+      "OK: Efe Ambrose, score: 440.073822, desc: Nigerian soccer player, 2369 / 9131, 0.26\n",
+      "OK: Egbert Jan Weeber, score: 462.69101, desc: Actor, 2370 / 9131, 0.26\n",
+      "OK: Egemen Bağış, score: 419.29361, desc: Turkish Politician, 2371 / 9131, 0.26\n",
+      "OK: Egemen Korkmaz, score: 445.109894, desc: Soccer player, 2372 / 9131, 0.26\n",
+      "OK: Eglantina Zingg, score: 328.153412, desc: Venezuelan actor, 2373 / 9131, 0.26\n",
+      "OK: Ehud Barak, score: 539.809631, desc: Former Prime Minister of Israel, 2374 / 9131, 0.26\n",
+      "OK: Ehud Olmert, score: 501.486053, desc: Former Prime Minister of Israel, 2375 / 9131, 0.26\n",
+      "OK: Eicca Toppinen, score: 430.277771, desc: Finnish cellist, 2376 / 9131, 0.26\n",
+      "OK: Eiji Wentz, score: 526.387634, desc: Japanese singer, 2377 / 9131, 0.26\n",
+      "OK: Eilidh Child, score: 245.748276, desc: Track and field athlete, 2378 / 9131, 0.26\n",
+      "OK: Eiza González, score: 630.434753, desc: Mexican actress, 2379 / 9131, 0.26\n",
+      "OK: Eiður Guðjohnsen, score: 541.848816, desc: Icelandic soccer player, 2380 / 9131, 0.26\n",
+      "OK: Ekaterina Makarova, score: 649.30426, desc: Russian tennis player, 2381 / 9131, 0.26\n",
+      "OK: Ekaterina Vilkova, score: 437.651459, desc: Russian film actress, 2382 / 9131, 0.26\n",
+      "OK: El Gran Wyoming, score: 642.85144, desc: Spanish television presenter, 2383 / 9131, 0.26\n",
+      "OK: El Hadji Diouf, score: 797.989441, desc: Soccer player, 2384 / 9131, 0.26\n",
+      "OK: Elaine Irwin Mellencamp, score: 362.504578, desc: American model, 2385 / 9131, 0.26\n",
+      "OK: Elastinen, score: 37.373615, desc: Finnish musician, 2386 / 9131, 0.26\n",
+      "OK: Elba Esther Gordillo, score: 669.704102, desc: Mexican Politician, 2387 / 9131, 0.26\n",
+      "OK: Eldar Rønning, score: 400.054901, desc: Norwegian cross-country skier, 2388 / 9131, 0.26\n",
+      "OK: Eleazar Gómez, score: 452.89978, desc: Mexican actor, 2389 / 9131, 0.26\n",
+      "OK: Elena Anaya, score: 554.681824, desc: Spanish actress, 2390 / 9131, 0.26\n",
+      "OK: Elena Kagan, score: 613.000061, desc: Associate Justice of the Supreme Court of the United States, 2391 / 9131, 0.26\n",
+      "OK: Elena Risteska, score: 448.597473, desc: Macedonian songwriter, 2392 / 9131, 0.26\n",
+      "OK: Elena Salgado, score: 376.85675, desc: Spanish Politician, 2393 / 9131, 0.26\n",
+      "OK: Elena Satine, score: 481.560516, desc: Actress, 2394 / 9131, 0.26\n",
+      "OK: Elena Seiple, score: 348.404114, desc: American bodybuilder, 2395 / 9131, 0.26\n",
+      "OK: Elena Udrea, score: 467.038544, desc: Romanian Politician, 2396 / 9131, 0.26\n",
+      "OK: Elena Valenciano, score: 358.897186, desc: Spanish Politician, 2397 / 9131, 0.26\n",
+      "OK: Eleni Menegaki, score: 484.190796, desc: Greek film actress, 2398 / 9131, 0.26\n",
+      "OK: Eleonora Daniele, score: 402.176208, desc: Italian actress, 2399 / 9131, 0.26\n",
+      "OK: Eleonore Weisgerber, score: 395.31543, desc: German television actress, 2400 / 9131, 0.26\n",
+      "OK: Elettra Rossellini Wiedemann, score: 575.349548, desc: American editor, 2401 / 9131, 0.26\n",
+      "OK: Elham Hamidi, score: 485.685822, desc: Iranian actress, 2402 / 9131, 0.26\n",
+      "OK: Elianne Smit, score: 200.563431, desc: Dutch model, 2403 / 9131, 0.26\n",
+      "OK: Eliaquim Mangala, score: 531.562805, desc: Soccer player, 2404 / 9131, 0.26\n",
+      "OK: Elias Viljanen, score: 341.936249, desc: Finnish musician, 2405 / 9131, 0.26\n",
+      "OK: Elif Şafak, score: 371.516113, desc: Novelist, 2406 / 9131, 0.26\n",
+      "OK: Elijah Cummings, score: 888.312378, desc: U.S. Representative, 2407 / 9131, 0.26\n",
+      "OK: Elio Germano, score: 493.357635, desc: Italian actor, 2408 / 9131, 0.26\n",
+      "OK: Eliot Engel, score: 540.159424, desc: U.S. Representative, 2409 / 9131, 0.26\n",
+      "OK: Elisa Carrió, score: 521.922424, desc: Argentine lawyer, 2410 / 9131, 0.26\n",
+      "OK: Elisa Silvestrin, score: 143.210663, desc: , 2411 / 9131, 0.26\n",
+      "OK: Elisabeth Gürtler, score: 360.774567, desc: Austrian businesswoman, 2412 / 9131, 0.26\n",
+      "OK: Elisabeth Harnois, score: 486.707703, desc: American actress, 2413 / 9131, 0.26\n",
+      "OK: Elisabeth Hasselbeck, score: 519.99231, desc: American television personality, 2414 / 9131, 0.26\n",
+      "OK: Elisabeth Köstinger, score: 403.530884, desc: Austrian Politician, 2415 / 9131, 0.26\n",
+      "OK: Elisabeth Reyes, score: 384.628723, desc: Spanish model, 2416 / 9131, 0.26\n",
+      "OK: Elisabeth Röhm, score: 543.93103, desc: American-German television actress, 2417 / 9131, 0.26\n",
+      "OK: Elisabeth Shue, score: 639.113037, desc: American actress, 2418 / 9131, 0.26\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Elisabetta Gregoraci, score: 483.041626, desc: Italian fashion model, 2419 / 9131, 0.26\n",
+      "OK: Elisandra Tomacheski, score: 354.053009, desc: Brazilian model, 2420 / 9131, 0.27\n",
+      "OK: Elise Testone, score: 377.200317, desc: American singer, 2421 / 9131, 0.27\n",
+      "OK: Elisha Cuthbert, score: 640.526184, desc: Canadian actress, 2422 / 9131, 0.27\n",
+      "OK: Eliza Coupe, score: 506.936249, desc: American actress, 2423 / 9131, 0.27\n",
+      "OK: Eliza Dushku, score: 616.119202, desc: Actress, 2424 / 9131, 0.27\n",
+      "OK: Elizabeta Samara, score: 389.410919, desc: Romanian player, 2425 / 9131, 0.27\n",
+      "OK: Elizabeth Edwards, score: 443.786987, desc: American attorney, 2426 / 9131, 0.27\n",
+      "OK: Elizabeth Gillies, score: 600.832764, desc: American actress, 2427 / 9131, 0.27\n",
+      "OK: Elizabeth Gutiérrez, score: 512.712708, desc: American actress, 2428 / 9131, 0.27\n",
+      "OK: Elizabeth Hendrickson, score: 429.166656, desc: American actress, 2429 / 9131, 0.27\n",
+      "OK: Elizabeth Hurley, score: 637.550903, desc: Actress, 2430 / 9131, 0.27\n",
+      "OK: Elizabeth Mitchell, score: 583.097107, desc: American actress, 2431 / 9131, 0.27\n",
+      "OK: Elizabeth Olsen, score: 669.779968, desc: American actress, 2432 / 9131, 0.27\n",
+      "OK: Elizabeth Reaser, score: 513.78009, desc: American film actress, 2433 / 9131, 0.27\n",
+      "OK: Elizabeth Shannon, score: 147.835968, desc: Television producer, 2434 / 9131, 0.27\n",
+      "OK: Elizabeth Smart, score: 529.005493, desc: American activist, 2435 / 9131, 0.27\n",
+      "OK: Elizabeth Vargas, score: 490.784821, desc: American television journalist, 2436 / 9131, 0.27\n",
+      "OK: Elizaveta Tuktamysheva, score: 531.092712, desc: Russian figure skater, 2437 / 9131, 0.27\n",
+      "OK: Eljero Elia, score: 485.418213, desc: Soccer player, 2438 / 9131, 0.27\n",
+      "OK: Elke Maravilha, score: 370.054779, desc: Actor, 2439 / 9131, 0.27\n",
+      "OK: Ella Masar, score: 404.3638, desc: Soccer player, 2440 / 9131, 0.27\n",
+      "OK: Ellen Barkin, score: 613.582214, desc: American actress, 2441 / 9131, 0.27\n",
+      "OK: Ellen Greene, score: 461.896362, desc: American singer, 2442 / 9131, 0.27\n",
+      "OK: Ellen Jabour, score: 323.043488, desc: Model, 2443 / 9131, 0.27\n",
+      "OK: Ellen Johnson, score: 459.979034, desc: Former President of Liberia, 2444 / 9131, 0.27\n",
+      "OK: Ellen Muth, score: 439.003052, desc: American actress, 2445 / 9131, 0.27\n",
+      "OK: Ellen Page, score: 672.169495, desc: Canadian actress, 2446 / 9131, 0.27\n",
+      "OK: Ellen Petri, score: 372.92569, desc: , 2447 / 9131, 0.27\n",
+      "OK: Ellen Pompeo, score: 653.507568, desc: American actress, 2448 / 9131, 0.27\n",
+      "OK: Ellen Rocche, score: 482.859375, desc: Brazilian actress, 2449 / 9131, 0.27\n",
+      "OK: Ellen von Unwerth, score: 595.185791, desc: German photographer, 2450 / 9131, 0.27\n",
+      "OK: Elli Kokkinou, score: 463.378784, desc: Greek singer, 2451 / 9131, 0.27\n",
+      "OK: Elli Medeiros, score: 443.761932, desc: Singer, 2452 / 9131, 0.27\n",
+      "OK: Ellie Kemper, score: 621.065979, desc: American actress, 2453 / 9131, 0.27\n",
+      "OK: Ellie Simmonds, score: 433.760101, desc: Swimmer, 2454 / 9131, 0.27\n",
+      "OK: Elliott Tittensor, score: 412.403473, desc: Actor, 2455 / 9131, 0.27\n",
+      "OK: Elnaz Shakerdoust, score: 352.689331, desc: Iranian actress, 2456 / 9131, 0.27\n",
+      "OK: Elnur Hüseynov, score: 428.92807, desc: Singer, 2457 / 9131, 0.27\n",
+      "OK: Eloise Mumford, score: 464.300842, desc: American actress, 2458 / 9131, 0.27\n",
+      "OK: Elsa Pataky, score: 617.497986, desc: Spanish model, 2459 / 9131, 0.27\n",
+      "OK: Elsa Slvan, score: 273.898956, desc: Swedish fashion model, 2460 / 9131, 0.27\n",
+      "OK: Elvan Abeylegesse, score: 407.913727, desc: Ethiopian-Turkish athlete, 2461 / 9131, 0.27\n",
+      "OK: Elvin Ng, score: 449.183929, desc: Actor, 2462 / 9131, 0.27\n",
+      "OK: Elvis Andrus, score: 455.191162, desc: Baseball shortstop, 2463 / 9131, 0.27\n",
+      "OK: Elvis Costello, score: 1303.601318, desc: Musician, 2464 / 9131, 0.27\n",
+      "OK: Elvis Crespo, score: 541.468384, desc: American-Puerto Rican singer, 2465 / 9131, 0.27\n",
+      "OK: Elvis Mitchell, score: 363.54126, desc: American film critic, 2466 / 9131, 0.27\n",
+      "OK: Elvis Presley, score: 1302.343384, desc: American singer, 2467 / 9131, 0.27\n",
+      "OK: Elyas M’Barek, score: 258.709564, desc: Austrian actor, 2468 / 9131, 0.27\n",
+      "OK: Elyse Taylor, score: 433.960327, desc: Australian model, 2469 / 9131, 0.27\n",
+      "OK: Elías Jaua, score: 434.694641, desc: Former Vice President of Venezuela, 2470 / 9131, 0.27\n",
+      "OK: Elīna Garanča, score: 534.750732, desc: Latvian soprano, 2471 / 9131, 0.27\n",
+      "OK: Elżbieta Bieńkowska, score: 442.865326, desc: Polish Politician, 2472 / 9131, 0.27\n",
+      "OK: Emanuela de Paula, score: 593.845276, desc: Brazilian model, 2473 / 9131, 0.27\n",
+      "OK: Emanuele Giaccherini, score: 519.318665, desc: Italian soccer player, 2474 / 9131, 0.27\n",
+      "OK: Emanuelle Araújo, score: 471.317291, desc: Brazilian actress, 2475 / 9131, 0.27\n",
+      "OK: Emel Sayın, score: 506.484833, desc: Turkish singer, 2476 / 9131, 0.27\n",
+      "OK: Emeli Sandé, score: 617.476318, desc: British singer-songwriter, 2477 / 9131, 0.27\n",
+      "OK: Emeril Lagasse, score: 684.343445, desc: American chef, 2478 / 9131, 0.27\n",
+      "OK: Emi Takei, score: 537.430847, desc: Japanese actress, 2479 / 9131, 0.27\n",
+      "OK: Emil Hegle Svendsen, score: 697.07196, desc: Norwegian biathlete, 2480 / 9131, 0.27\n",
+      "OK: Emile Heskey, score: 546.627625, desc: Soccer player, 2481 / 9131, 0.27\n",
+      "OK: Emiliano Papa, score: 379.132965, desc: Soccer player, 2482 / 9131, 0.27\n",
+      "OK: Emiliano Viviano, score: 498.580322, desc: Italian soccer player, 2483 / 9131, 0.27\n",
+      "OK: Emilio Azcárraga Jean, score: 607.924438, desc: Mexican businessman, 2484 / 9131, 0.27\n",
+      "OK: Emilio Botín, score: 417.545715, desc: Spanish banker, 2485 / 9131, 0.27\n",
+      "OK: Emilio Butragueño, score: 548.698669, desc: Spanish soccer player, 2486 / 9131, 0.27\n",
+      "OK: Emilio Lozoya, score: 310.785919, desc: Mexican economist, 2487 / 9131, 0.27\n",
+      "OK: Emilio Rivera, score: 502.424652, desc: American film actor, 2488 / 9131, 0.27\n",
+      "OK: Emily DiDonato, score: 532.44165, desc: American model, 2489 / 9131, 0.27\n",
+      "OK: Emily Maitlis, score: 449.189636, desc: British journalist, 2490 / 9131, 0.27\n",
+      "OK: Emily Ratajkowski, score: 688.687927, desc: Model, 2491 / 9131, 0.27\n",
+      "OK: Emily Scott, score: 403.248688, desc: Australian model, 2492 / 9131, 0.27\n",
+      "OK: Emily Symons, score: 431.70224, desc: Australian actress, 2493 / 9131, 0.27\n",
+      "OK: Emily VanCamp, score: 606.520569, desc: Canadian actress, 2494 / 9131, 0.27\n",
+      "OK: Emina Jahović, score: 561.831116, desc: Serbian-Turkish singer-songwriter, 2495 / 9131, 0.27\n",
+      "OK: Emir Hadžihafizbegović, score: 430.568512, desc: Theater actor, 2496 / 9131, 0.27\n",
+      "OK: Emir Spahić, score: 455.036926, desc: Soccer player, 2497 / 9131, 0.27\n",
+      "OK: Emma Atkins, score: 421.638489, desc: Actress, 2498 / 9131, 0.27\n",
+      "OK: Emma Caulfield, score: 493.773041, desc: American actress, 2499 / 9131, 0.27\n",
+      "HTTP Error 503: Service Unavailable Emma Dumont\n",
+      "OK: Emma Dumont, score: 487.362427, desc: American actress, 2500 / 9131, 0.27\n",
+      "OK: Emma Heming, score: 603.63385, desc: Model, 2501 / 9131, 0.27\n",
+      "OK: Emma Marcegaglia, score: 362.799774, desc: Executive, 2502 / 9131, 0.27\n",
+      "OK: Emma Moffatt, score: 355.180664, desc: Australian triathlete, 2503 / 9131, 0.27\n",
+      "OK: Emma Summerton, score: 140.386078, desc: , 2504 / 9131, 0.27\n",
+      "OK: Emma Suárez, score: 466.313751, desc: Spanish actress, 2505 / 9131, 0.27\n",
+      "OK: Emma Thompson, score: 755.217041, desc: British actress, 2506 / 9131, 0.27\n",
+      "OK: Emma Willis, score: 539.031494, desc: Television presenter, 2507 / 9131, 0.27\n",
+      "OK: Emma de Caunes, score: 664.308167, desc: French actress, 2508 / 9131, 0.27\n",
+      "OK: Emmanuel Adebayor, score: 622.979736, desc: Togolese soccer player, 2509 / 9131, 0.27\n",
+      "OK: Emmanuel Emenike, score: 557.253296, desc: Nigerian soccer player, 2510 / 9131, 0.27\n",
+      "OK: Emmanuel Lubezki, score: 529.191589, desc: Mexican cinematographer, 2511 / 9131, 0.27\n",
+      "OK: Emmanuel Moire, score: 508.250061, desc: French singer, 2512 / 9131, 0.28\n",
+      "OK: Emmanuelle Béart, score: 617.569397, desc: French film actress, 2513 / 9131, 0.28\n",
+      "OK: Emmanuelle Devos, score: 469.442291, desc: French actress, 2514 / 9131, 0.28\n",
+      "OK: Emmy Rossum, score: 699.69104, desc: American actress, 2515 / 9131, 0.28\n",
+      "OK: Emre Altuğ, score: 479.376831, desc: Turkish singer, 2516 / 9131, 0.28\n",
+      "OK: Emre Belözoğlu, score: 601.165161, desc: Soccer midfielder, 2517 / 9131, 0.28\n",
+      "OK: Emre Çolak, score: 525.452393, desc: Turkish soccer player, 2518 / 9131, 0.28\n",
+      "OK: Emílio Santiago, score: 471.850586, desc: Brazilian singer, 2519 / 9131, 0.28\n",
+      "OK: Enchong Dee, score: 451.44165, desc: Filipino actor, 2520 / 9131, 0.28\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Enes Kanter, score: 576.335449, desc: Turkish basketball player, 2521 / 9131, 0.28\n",
+      "OK: Engin Altan Düzyatan, score: 689.545837, desc: Turkish actor, 2522 / 9131, 0.28\n",
+      "OK: Engin Baytar, score: 395.787384, desc: Soccer player, 2523 / 9131, 0.28\n",
+      "OK: Enrica Bonaccorti, score: 407.843079, desc: Italian actress, 2524 / 9131, 0.28\n",
+      "OK: Enrico Letta, score: 479.628479, desc: Former Prime Minister of Italy, 2525 / 9131, 0.28\n",
+      "OK: Enrico Ruggeri, score: 555.72345, desc: Italian singer-songwriter, 2526 / 9131, 0.28\n",
+      "OK: Enrique Barza, score: 172.787064, desc: , 2527 / 9131, 0.28\n",
+      "OK: Enrique Gil, score: 526.051453, desc: Filipino actor, 2528 / 9131, 0.28\n",
+      "OK: Enrique Peña Nieto, score: 1006.910828, desc: Former President of Mexico, 2529 / 9131, 0.28\n",
+      "OK: Enrique Peñalosa, score: 478.701996, desc: Politician, 2530 / 9131, 0.28\n",
+      "OK: Enrique Pinti, score: 394.74292, desc: Argentine actor, 2531 / 9131, 0.28\n",
+      "OK: Enzo Maccarinelli, score: 430.191742, desc: Professional boxer, 2532 / 9131, 0.28\n",
+      "OK: Eoghan Quigg, score: 409.715637, desc: Singer, 2533 / 9131, 0.28\n",
+      "OK: Eoin Morgan, score: 539.031982, desc: Cricketer, 2534 / 9131, 0.28\n",
+      "OK: Epke Zonderland, score: 492.349152, desc: Dutch gymnast, 2535 / 9131, 0.28\n",
+      "OK: Erdoğan Atalay, score: 487.834503, desc: German-Turkish actor, 2536 / 9131, 0.28\n",
+      "OK: Ergin Ataman, score: 410.952057, desc: Turkish basketball coach, 2537 / 9131, 0.28\n",
+      "OK: Eri Kamei, score: 476.032684, desc: Japanese idol, 2538 / 9131, 0.28\n",
+      "OK: Eric Balfour, score: 502.630096, desc: American actor, 2539 / 9131, 0.28\n",
+      "OK: Eric Bana, score: 620.541626, desc: Australian actor, 2540 / 9131, 0.28\n",
+      "OK: Eric Cantor, score: 496.543243, desc: Former United States Representative, 2541 / 9131, 0.28\n",
+      "OK: Eric Christian Olsen, score: 736.096191, desc: American actor, 2542 / 9131, 0.28\n",
+      "OK: Eric Church, score: 666.27179, desc: American singer-songwriter, 2543 / 9131, 0.28\n",
+      "OK: Eric Close, score: 488.142578, desc: American actor, 2544 / 9131, 0.28\n",
+      "OK: Eric Garcetti, score: 542.271545, desc: Mayor of Los Angeles, 2545 / 9131, 0.28\n",
+      "OK: Eric Holder, score: 602.301514, desc: Former Attorney General of the United States, 2546 / 9131, 0.28\n",
+      "OK: Eric Hosmer, score: 565.889282, desc: Baseball first baseman, 2547 / 9131, 0.28\n",
+      "OK: Eric Lindell, score: 424.927826, desc: American singer-songwriter, 2548 / 9131, 0.28\n",
+      "OK: Eric Mabius, score: 485.313263, desc: American actor, 2549 / 9131, 0.28\n",
+      "OK: Eric Martsolf, score: 436.963715, desc: American television actor, 2550 / 9131, 0.28\n",
+      "OK: Eric Maxim Choupo-Moting, score: 966.051147, desc: Soccer player, 2551 / 9131, 0.28\n",
+      "OK: Erica Durance, score: 540.276306, desc: Canadian actress, 2552 / 9131, 0.28\n",
+      "OK: Erica Hubbard, score: 399.592346, desc: American actress, 2553 / 9131, 0.28\n",
+      "OK: Erich Gonzales, score: 419.32196, desc: Actress, 2554 / 9131, 0.28\n",
+      "OK: Erick Elías, score: 458.229584, desc: Mexican actor, 2555 / 9131, 0.28\n",
+      "OK: Erick Silva, score: 410.337524, desc: Brazilian mixed martial artist, 2556 / 9131, 0.28\n",
+      "OK: Erik Lesser, score: 427.647278, desc: German biathlete, 2557 / 9131, 0.28\n",
+      "OK: Erik Segerstedt, score: 392.66449, desc: Swedish singer, 2558 / 9131, 0.28\n",
+      "OK: Erik Spoelstra, score: 494.458557, desc: American basketball coach, 2559 / 9131, 0.28\n",
+      "OK: Erik von Detten, score: 693.418396, desc: American actor, 2560 / 9131, 0.28\n",
+      "OK: Erika Buenfil, score: 474.636566, desc: Mexican actress, 2561 / 9131, 0.28\n",
+      "OK: Erika Christensen, score: 573.521851, desc: American actress, 2562 / 9131, 0.28\n",
+      "OK: Erika Pluhar, score: 423.466888, desc: Actress, 2563 / 9131, 0.28\n",
+      "OK: Erika Steinbach, score: 436.186462, desc: German Politician, 2564 / 9131, 0.28\n",
+      "OK: Erin Burnett, score: 572.691895, desc: American news anchor, 2565 / 9131, 0.28\n",
+      "OK: Erin Cummings, score: 461.175568, desc: American actress, 2566 / 9131, 0.28\n",
+      "OK: Erin Daniels, score: 440.95163, desc: American actress, 2567 / 9131, 0.28\n",
+      "OK: Erin Karpluk, score: 444.891296, desc: Canadian actress, 2568 / 9131, 0.28\n",
+      "OK: Erin Lucas, score: 355.301147, desc: American businesswoman, 2569 / 9131, 0.28\n",
+      "OK: Erina Mano, score: 631.432373, desc: Japanese singer, 2570 / 9131, 0.28\n",
+      "OK: Erinn Bartlett, score: 466.559906, desc: American actress, 2571 / 9131, 0.28\n",
+      "OK: Erkan Zengin, score: 470.957764, desc: Soccer player, 2572 / 9131, 0.28\n",
+      "OK: Erkki Tuomioja, score: 427.474518, desc: Finnish Politician, 2573 / 9131, 0.28\n",
+      "OK: Ermin Bičakčić, score: 483.490997, desc: Soccer player, 2574 / 9131, 0.28\n",
+      "OK: Erna Solberg, score: 555.845093, desc: Prime Minister of Norway, 2575 / 9131, 0.28\n",
+      "OK: Ernesto Cordero Arroyo, score: 572.945312, desc: Senator of the Mexican Republic, 2576 / 9131, 0.28\n",
+      "OK: Ernesto Laguardia, score: 436.472382, desc: Mexican actor, 2577 / 9131, 0.28\n",
+      "OK: Ernesto Sanz, score: 363.677002, desc: Argentine Politician, 2578 / 9131, 0.28\n",
+      "OK: Ernesto Valverde, score: 589.716919, desc: Spanish soccer player, 2579 / 9131, 0.28\n",
+      "OK: Erom Cordeiro, score: 302.065674, desc: Actor, 2580 / 9131, 0.28\n",
+      "OK: Erri De Luca, score: 594.092957, desc: Italian novelist, 2581 / 9131, 0.28\n",
+      "OK: Ersin Korkut, score: 346.859375, desc: Actor, 2582 / 9131, 0.28\n",
+      "OK: Ertharin Cousin, score: 329.86853, desc: American lawyer, 2583 / 9131, 0.28\n",
+      "OK: Ertuğrul Sağlam, score: 516.055603, desc: Turkish football coach, 2584 / 9131, 0.28\n",
+      "OK: Esha Deol, score: 559.930725, desc: Indian film actress, 2585 / 9131, 0.28\n",
+      "OK: Esmeralda Pimentel, score: 520.015137, desc: Mexican actress, 2586 / 9131, 0.28\n",
+      "OK: Esmé Bianco, score: 480.326141, desc: Actress, 2587 / 9131, 0.28\n",
+      "OK: Esperanza Aguirre, score: 479.255402, desc: Spanish Politician, 2588 / 9131, 0.28\n",
+      "OK: Esperanza Spalding, score: 543.163452, desc: American bassist, 2589 / 9131, 0.28\n",
+      "OK: Espido Freire, score: 398.350647, desc: Writer, 2590 / 9131, 0.28\n",
+      "OK: Espinoza Paz, score: 544.493469, desc: Mexican musician, 2591 / 9131, 0.28\n",
+      "OK: Essaïd Belkalem, score: 451.182892, desc: Algerian soccer player, 2592 / 9131, 0.28\n",
+      "OK: Essence Atkins, score: 519.783386, desc: American actress, 2593 / 9131, 0.28\n",
+      "OK: Esteban Cambiasso, score: 562.814819, desc: Soccer player, 2594 / 9131, 0.28\n",
+      "OK: Esteban Gutiérrez, score: 496.553528, desc: Mexican racing driver, 2595 / 9131, 0.28\n",
+      "OK: Esteban Paredes, score: 550.426941, desc: Chilean soccer player, 2596 / 9131, 0.28\n",
+      "OK: Estella Warren, score: 537.137634, desc: Canadian actress, 2597 / 9131, 0.28\n",
+      "OK: Esther Baxter, score: 410.427155, desc: American model, 2598 / 9131, 0.28\n",
+      "OK: Esther Rantzen, score: 465.278595, desc: Journalist, 2599 / 9131, 0.28\n",
+      "OK: Esther Schweins, score: 437.44397, desc: German actress, 2600 / 9131, 0.28\n",
+      "OK: Ethan James, score: 231.59729, desc: Musician, 2601 / 9131, 0.28\n",
+      "OK: Ethan Zohn, score: 451.68924, desc: American soccer player, 2602 / 9131, 0.28\n",
+      "OK: Eugen Bauder, score: 385.310913, desc: German model, 2603 / 9131, 0.29\n",
+      "OK: Eugen Polanski, score: 457.366302, desc: Soccer player, 2604 / 9131, 0.29\n",
+      "OK: Eugena Washington, score: 417.833466, desc: American model, 2605 / 9131, 0.29\n",
+      "OK: Eugene Hütz, score: 447.267975, desc: Singer, 2606 / 9131, 0.29\n",
+      "OK: Eugenia Silva, score: 452.927826, desc: Spanish model, 2607 / 9131, 0.29\n",
+      "OK: Eugenie Bouchard, score: 722.333496, desc: Canadian tennis player, 2608 / 9131, 0.29\n",
+      "OK: Eugenio Finardi, score: 484.893127, desc: Italian singer, 2609 / 9131, 0.29\n",
+      "OK: Eugenio Mena, score: 488.711792, desc: Chilean soccer player, 2610 / 9131, 0.29\n",
+      "OK: Eunhyuk, score: 44.873703, desc: South Korean singer-songwriter, 2611 / 9131, 0.29\n",
+      "OK: Eurico Miranda, score: 391.509247, desc: President of Vasco Da Gama, 2612 / 9131, 0.29\n",
+      "OK: Eusebio Di Francesco, score: 675.713196, desc: Italian soccer player, 2613 / 9131, 0.29\n",
+      "OK: Eva Ayllón, score: 477.720612, desc: Composer, 2614 / 9131, 0.29\n",
+      "OK: Eva Habermann, score: 440.809296, desc: German actress, 2615 / 9131, 0.29\n",
+      "OK: Eva Hache, score: 405.736908, desc: Spanish comedian, 2616 / 9131, 0.29\n",
+      "OK: Eva Haßmann, score: 386.981384, desc: Actress, 2617 / 9131, 0.29\n",
+      "OK: Eva Herman, score: 457.616882, desc: German author, 2618 / 9131, 0.29\n",
+      "OK: Eva Jinek, score: 473.463898, desc: American-Dutch journalist, 2619 / 9131, 0.29\n",
+      "OK: Eva Mattes, score: 438.999054, desc: Austrian-German actress, 2620 / 9131, 0.29\n",
+      "OK: Eva Mendes, score: 664.908447, desc: American actress, 2621 / 9131, 0.29\n",
+      "OK: Eva Mona Rodekirchen, score: 462.191254, desc: German actor, 2622 / 9131, 0.29\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Eva Riccobono, score: 404.033691, desc: Italian model, 2623 / 9131, 0.29\n",
+      "OK: Eva Simons, score: 537.006531, desc: Dutch singer-songwriter, 2624 / 9131, 0.29\n",
+      "OK: Evan Goldberg, score: 480.419891, desc: Canadian screenwriter, 2625 / 9131, 0.29\n",
+      "OK: Evan Longoria, score: 564.616882, desc: Baseball third baseman, 2626 / 9131, 0.29\n",
+      "OK: Evan Peters, score: 639.716858, desc: American actor, 2627 / 9131, 0.29\n",
+      "OK: Evan Sanders, score: 380.906464, desc: Actor, 2628 / 9131, 0.29\n",
+      "OK: Evander Kane, score: 482.709106, desc: Ice hockey player, 2629 / 9131, 0.29\n",
+      "OK: Evangelos Venizelos, score: 443.859955, desc: Member of the Hellenic Parliament, 2630 / 9131, 0.29\n",
+      "OK: Eve Angeli, score: 496.936615, desc: French singer, 2631 / 9131, 0.29\n",
+      "OK: Eve Ensler, score: 458.114929, desc: American playwright, 2632 / 9131, 0.29\n",
+      "OK: Eve Hewson, score: 539.868958, desc: Irish actress, 2633 / 9131, 0.29\n",
+      "OK: Eve Muirhead, score: 480.209259, desc: Curler, 2634 / 9131, 0.29\n",
+      "OK: Eve Plumb, score: 503.441803, desc: American actress, 2635 / 9131, 0.29\n",
+      "OK: Evelin Ilves, score: 367.455536, desc: Toomas Hendrik Ilves' ex-wife, 2636 / 9131, 0.29\n",
+      "OK: Eveline Widmer-Schlumpf, score: 560.652771, desc: Member of the Swiss Federal Council, 2637 / 9131, 0.29\n",
+      "OK: Evelyne Brochu, score: 483.616821, desc: Canadian actress, 2638 / 9131, 0.29\n",
+      "OK: Evgeni Plushenko, score: 593.42627, desc: Russian figure skater, 2639 / 9131, 0.29\n",
+      "OK: Evgenia Obraztsova, score: 376.867432, desc: Russian ballerina, 2640 / 9131, 0.29\n",
+      "OK: Ewa Błaszczyk, score: 429.029938, desc: Polish actress, 2641 / 9131, 0.29\n",
+      "OK: Ewa Da Cruz, score: 454.929596, desc: Norwegian television actress, 2642 / 9131, 0.29\n",
+      "OK: Ewa Drzyzga, score: 393.687134, desc: Polish journalist, 2643 / 9131, 0.29\n",
+      "OK: Ewa Kasprzyk, score: 420.852936, desc: Polish actress, 2644 / 9131, 0.29\n",
+      "OK: Ewa Minge, score: 404.304321, desc: , 2645 / 9131, 0.29\n",
+      "OK: Ewa Sonnet, score: 509.103302, desc: Polish glamour model, 2646 / 9131, 0.29\n",
+      "OK: Ewa Szykulska, score: 368.168793, desc: Film actress, 2647 / 9131, 0.29\n",
+      "OK: Ewald Lienen, score: 520.551697, desc: Former soccer player, 2648 / 9131, 0.29\n",
+      "OK: Ewald Nowotny, score: 352.038208, desc: Governor of the National Bank of Austria, 2649 / 9131, 0.29\n",
+      "OK: Ewan McGregor, score: 736.606201, desc: Actor, 2650 / 9131, 0.29\n",
+      "OK: Ewelina Flinta, score: 414.402893, desc: Polish singer, 2651 / 9131, 0.29\n",
+      "OK: Ewen McKenzie, score: 370.038788, desc: Australian coach, 2652 / 9131, 0.29\n",
+      "OK: Eyvind Hellstrøm, score: 383.906006, desc: Chef, 2653 / 9131, 0.29\n",
+      "OK: Ezekiel Kemboi, score: 443.817352, desc: Kenyan athlete, 2654 / 9131, 0.29\n",
+      "OK: Ezequiel Lavezzi, score: 594.085022, desc: Argentine soccer player, 2655 / 9131, 0.29\n",
+      "OK: Ezequiel Muñoz, score: 417.33844, desc: Soccer player, 2656 / 9131, 0.29\n",
+      "OK: Ezgi Asaroğlu, score: 494.697449, desc: Turkish film actress, 2657 / 9131, 0.29\n",
+      "OK: Ezio Greggio, score: 474.212708, desc: Comedian, 2658 / 9131, 0.29\n",
+      "OK: Fabian Basabe, score: 156.803146, desc: American TV actor, 2659 / 9131, 0.29\n",
+      "OK: Fabian Delph, score: 578.057495, desc: Soccer player, 2660 / 9131, 0.29\n",
+      "OK: Fabian Hambüchen, score: 543.834167, desc: German gymnast, 2661 / 9131, 0.29\n",
+      "OK: Fabian Stang, score: 362.150757, desc: Norwegian lawyer, 2662 / 9131, 0.29\n",
+      "OK: Fabiana Murer, score: 410.108307, desc: Brazilian athlete, 2663 / 9131, 0.29\n",
+      "OK: Fabiana Tambosi, score: 301.231201, desc: Brazilian model, 2664 / 9131, 0.29\n",
+      "OK: Fabiano Caruana, score: 503.62149, desc: American-Italian chess Grandmaster, 2665 / 9131, 0.29\n",
+      "OK: Fabien Barthez, score: 585.593933, desc: French soccer player, 2666 / 9131, 0.29\n",
+      "OK: Fabien Galthié, score: 457.534271, desc: French coach, 2667 / 9131, 0.29\n",
+      "OK: Fabio Fognini, score: 650.14624, desc: Italian tennis player, 2668 / 9131, 0.29\n",
+      "OK: Fabio Fulco, score: 402.812317, desc: Italian actor, 2669 / 9131, 0.29\n",
+      "OK: Fabio Lione, score: 439.178558, desc: Italian singer-lyricist, 2670 / 9131, 0.29\n",
+      "OK: Fabio Quagliarella, score: 572.89032, desc: Italian soccer player, 2671 / 9131, 0.29\n",
+      "OK: Fabio Troiano, score: 353.353455, desc: Actor, 2672 / 9131, 0.29\n",
+      "OK: Fabiola Campomanes, score: 439.847229, desc: Mexican actress, 2673 / 9131, 0.29\n",
+      "OK: Fabiula Nascimento, score: 480.340057, desc: Brazilian actress, 2674 / 9131, 0.29\n",
+      "OK: Fabri Fibra, score: 553.613525, desc: Italian rapper, 2675 / 9131, 0.29\n",
+      "OK: Fabrice Luchini, score: 525.315674, desc: French film actor, 2676 / 9131, 0.29\n",
+      "OK: Fabricio Coloccini, score: 505.507782, desc: Argentine soccer player, 2677 / 9131, 0.29\n",
+      "OK: Fabrizio Castori, score: 385.370636, desc: Italian football coach, 2678 / 9131, 0.29\n",
+      "OK: Fabrizio Gifuni, score: 422.253784, desc: Italian film actor, 2679 / 9131, 0.29\n",
+      "OK: Fabrício Werdum, score: 534.184448, desc: Brazilian mixed martial artist, 2680 / 9131, 0.29\n",
+      "OK: Facundo Conte, score: 404.118347, desc: Argentine volleyball player, 2681 / 9131, 0.29\n",
+      "OK: Facundo Pieres, score: 354.116943, desc: , 2682 / 9131, 0.29\n",
+      "OK: Faf du Plessis, score: 685.034729, desc: South African cricketer, 2683 / 9131, 0.29\n",
+      "OK: Fafá de Belém, score: 712.569153, desc: Singer, 2684 / 9131, 0.29\n",
+      "OK: Fahriye Evcen, score: 555.318604, desc: German-Turkish actress, 2685 / 9131, 0.29\n",
+      "OK: Faith Evans, score: 692.199707, desc: American singer, 2686 / 9131, 0.29\n",
+      "OK: Faith Prince, score: 431.939148, desc: American actress, 2687 / 9131, 0.29\n",
+      "OK: Falete, score: 33.488846, desc: Singer, 2688 / 9131, 0.29\n",
+      "OK: Famke Janssen, score: 624.802795, desc: Actress, 2689 / 9131, 0.29\n",
+      "OK: Fan Bingbing, score: 740.991028, desc: Chinese actress, 2690 / 9131, 0.29\n",
+      "OK: Fann Wong, score: 497.869171, desc: Actress, 2691 / 9131, 0.29\n",
+      "OK: Fanny Cadeo, score: 410.420593, desc: Italian showgirl, 2692 / 9131, 0.29\n",
+      "OK: Fanny Lú, score: 537.059143, desc: Colombian singer-songwriter, 2693 / 9131, 0.29\n",
+      "OK: Fara Williams, score: 470.894012, desc: Soccer player, 2694 / 9131, 0.30\n",
+      "OK: Farah Fath, score: 412.630157, desc: American actress, 2695 / 9131, 0.30\n",
+      "OK: Fardeen Khan, score: 543.647278, desc: Indian film actor, 2696 / 9131, 0.30\n",
+      "OK: Fargetta, score: 35.926105, desc: Italian DJ, 2697 / 9131, 0.30\n",
+      "OK: Farhan Akhtar, score: 627.648743, desc: Indian film director, 2698 / 9131, 0.30\n",
+      "OK: Farin Urlaub, score: 535.639526, desc: German musician, 2699 / 9131, 0.30\n",
+      "OK: Faris Al-Sultan, score: 512.159546, desc: German triathlete, 2700 / 9131, 0.30\n",
+      "OK: Farooq Sheikh, score: 254.569351, desc: Indian actor, 2701 / 9131, 0.30\n",
+      "OK: Faruk Çelik, score: 434.801239, desc: Member of Parliament, 2702 / 9131, 0.30\n",
+      "OK: Faryd Mondragón, score: 554.192444, desc: Colombian soccer player, 2703 / 9131, 0.30\n",
+      "OK: Fat Joe, score: 680.700134, desc: Rapper, 2704 / 9131, 0.30\n",
+      "OK: Fatih Akın, score: 541.374756, desc: Film director, 2705 / 9131, 0.30\n",
+      "OK: Fatih Tekke, score: 436.912567, desc: Turkish soccer player, 2706 / 9131, 0.30\n",
+      "OK: Fatih Terim, score: 623.770874, desc: Turkish soccer manager, 2707 / 9131, 0.30\n",
+      "OK: Fatima Siad, score: 435.198669, desc: Somali fashion model, 2708 / 9131, 0.30\n",
+      "OK: Fatma Girik, score: 505.99173, desc: Turkish actress, 2709 / 9131, 0.30\n",
+      "OK: Fawad Afzal Khan, score: 465.424591, desc: Pakistani actor, 2710 / 9131, 0.30\n",
+      "OK: Fay Ripley, score: 433.638428, desc: Actress, 2711 / 9131, 0.30\n",
+      "OK: Fearne Cotton, score: 562.967834, desc: Television presenter, 2712 / 9131, 0.30\n",
+      "OK: Federica Fontana, score: 399.867737, desc: Italian sports announcer, 2713 / 9131, 0.30\n",
+      "OK: Federica Nargi, score: 476.694244, desc: Italian model, 2714 / 9131, 0.30\n",
+      "OK: Federico Castelluccio, score: 431.025055, desc: American-Italian actor, 2715 / 9131, 0.30\n",
+      "OK: Federico Fazio, score: 550.477539, desc: Soccer player, 2716 / 9131, 0.30\n",
+      "OK: Federico Franco, score: 408.544342, desc: Former President of Paraguay, 2717 / 9131, 0.30\n",
+      "OK: Federico Lombardi, score: 374.402191, desc: Priest, 2718 / 9131, 0.30\n",
+      "OK: Federico Macheda, score: 517.290527, desc: Italian soccer player, 2719 / 9131, 0.30\n",
+      "OK: Federico Mancuello, score: 432.900482, desc: Soccer player, 2720 / 9131, 0.30\n",
+      "OK: Federico Poggipollini, score: 334.537018, desc: Musician, 2721 / 9131, 0.30\n",
+      "OK: Federico Vilar, score: 384.718781, desc: Soccer goalkeeper, 2722 / 9131, 0.30\n",
+      "OK: Fefita La Grande, score: 542.968506, desc: Accordionist, 2723 / 9131, 0.30\n",
+      "OK: Felicitas Woll, score: 474.041321, desc: Actress, 2724 / 9131, 0.30\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Felicity Huffman, score: 630.733215, desc: American film actress, 2725 / 9131, 0.30\n",
+      "OK: Felicity Kendal, score: 481.066315, desc: Actress, 2726 / 9131, 0.30\n",
+      "OK: Felipe Alou, score: 453.31604, desc: Baseball manager, 2727 / 9131, 0.30\n",
+      "OK: Felipe Braun, score: 334.5383, desc: Actor, 2728 / 9131, 0.30\n",
+      "OK: Felipe Calderón, score: 808.918457, desc: Former President of Mexico, 2729 / 9131, 0.30\n",
+      "OK: Felipe Gonzales, score: 268.720459, desc: Former Prime Minister of Spain, 2730 / 9131, 0.30\n",
+      "OK: Felipe Nasr, score: 464.816284, desc: Brazilian racing driver, 2731 / 9131, 0.30\n",
+      "OK: Felipe Reyes, score: 492.013824, desc: Spanish basketball player, 2732 / 9131, 0.30\n",
+      "OK: Felipe Solá, score: 398.004456, desc: Argentine Politician, 2733 / 9131, 0.30\n",
+      "OK: Felissa Rose, score: 425.848297, desc: American actress, 2734 / 9131, 0.30\n",
+      "OK: Felix Brych, score: 551.886902, desc: German football referee, 2735 / 9131, 0.30\n",
+      "OK: Felix Neureuther, score: 504.083649, desc: German alpine ski racer, 2736 / 9131, 0.30\n",
+      "OK: Felix Sturm, score: 446.624664, desc: Professional boxer, 2737 / 9131, 0.30\n",
+      "OK: Femi Fani-Kayode, score: 608.222473, desc: Nigerian Politician, 2738 / 9131, 0.30\n",
+      "OK: Femke Halsema, score: 558.781555, desc: Mayor of Amsterdam, 2739 / 9131, 0.30\n",
+      "OK: Feng Xiaogang, score: 559.049683, desc: Chinese film director, 2740 / 9131, 0.30\n",
+      "OK: Feo Aladag, score: 382.982452, desc: Austrian film director, 2741 / 9131, 0.30\n",
+      "OK: Ferdi Tayfur, score: 589.247681, desc: Turkish singer, 2742 / 9131, 0.30\n",
+      "OK: Ferdinand Piëch, score: 511.707367, desc: Austrian business magnate, 2743 / 9131, 0.30\n",
+      "OK: Fern Britton, score: 474.841522, desc: Television presenter, 2744 / 9131, 0.30\n",
+      "OK: Fernanda Brandão, score: 452.451874, desc: Brazilian singer, 2745 / 9131, 0.30\n",
+      "OK: Fernanda Tavares, score: 467.035645, desc: Brazilian model, 2746 / 9131, 0.30\n",
+      "OK: Fernando Alonso, score: 810.834717, desc: Spanish racing driver, 2747 / 9131, 0.30\n",
+      "OK: Fernando Colunga, score: 575.138611, desc: Mexican actor, 2748 / 9131, 0.30\n",
+      "OK: Fernando Gago, score: 557.486328, desc: Argentine soccer player, 2749 / 9131, 0.30\n",
+      "OK: Fernando Llorente, score: 566.795593, desc: Spanish soccer player, 2750 / 9131, 0.30\n",
+      "OK: Fernando Muslera, score: 656.199097, desc: Soccer player, 2751 / 9131, 0.30\n",
+      "OK: Fernando Rodney, score: 541.015259, desc: American-Dominican baseball athlete, 2752 / 9131, 0.30\n",
+      "OK: Fernando San Emeterio, score: 534.085693, desc: Spanish basketball player, 2753 / 9131, 0.30\n",
+      "OK: Fernando Torres, score: 742.755493, desc: Spanish soccer player, 2754 / 9131, 0.30\n",
+      "OK: Fernando de la Rúa, score: 1032.660522, desc: Former President of Argentina, 2755 / 9131, 0.30\n",
+      "OK: Fernandão, score: 37.994137, desc: Brazilian soccer player, 2756 / 9131, 0.30\n",
+      "OK: Fethullah Gülen, score: 703.783386, desc: Turkish preacher, 2757 / 9131, 0.30\n",
+      "OK: Feyyaz Uçar, score: 435.049774, desc: Soccer player, 2758 / 9131, 0.30\n",
+      "OK: Fifi Box, score: 425.443115, desc: Australian radio broadcaster, 2759 / 9131, 0.30\n",
+      "OK: Filip Blažek, score: 328.59967, desc: Actor, 2760 / 9131, 0.30\n",
+      "OK: Filip Hološko, score: 466.661469, desc: Soccer striker, 2761 / 9131, 0.30\n",
+      "OK: Filip Nikolic, score: 415.186615, desc: French actor, 2762 / 9131, 0.30\n",
+      "OK: Filip Vujanović, score: 408.606018, desc: Former President of Montenegro, 2763 / 9131, 0.30\n",
+      "OK: Filip Đorđević, score: 457.104401, desc: Serbian soccer player, 2764 / 9131, 0.30\n",
+      "OK: Filipe Nyusi, score: 457.321899, desc: President of Mozambique, 2765 / 9131, 0.30\n",
+      "OK: Filippa Hamilton, score: 371.893982, desc: French-Swedish model, 2766 / 9131, 0.30\n",
+      "OK: Filippo Timi, score: 444.336945, desc: Italian actor, 2767 / 9131, 0.30\n",
+      "OK: Filiz Akın, score: 514.317383, desc: Turkish actress, 2768 / 9131, 0.30\n",
+      "OK: Fiona Apple, score: 624.863831, desc: American singer-songwriter, 2769 / 9131, 0.30\n",
+      "OK: Fiona Phillips, score: 433.107208, desc: Journalist, 2770 / 9131, 0.30\n",
+      "OK: Fiona Sit, score: 492.694031, desc: Singer, 2771 / 9131, 0.30\n",
+      "OK: Fiona Wade, score: 427.104401, desc: Actress, 2772 / 9131, 0.30\n",
+      "OK: Fionnuala Britton, score: 176.499832, desc: Irish olympic athlete, 2773 / 9131, 0.30\n",
+      "OK: Firass Dirani, score: 424.142548, desc: Film actor, 2774 / 9131, 0.30\n",
+      "OK: Fisher Stevens, score: 525.918945, desc: American actor, 2775 / 9131, 0.30\n",
+      "OK: Fito Cabrales, score: 464.632111, desc: Spanish songwriter, 2776 / 9131, 0.30\n",
+      "OK: Fito Páez, score: 582.077881, desc: Argentine pianist, 2777 / 9131, 0.30\n",
+      "OK: Flavia Pennetta, score: 605.203064, desc: Italian tennis player, 2778 / 9131, 0.30\n",
+      "OK: Flavio Briatore, score: 583.820923, desc: Italian businessman, 2779 / 9131, 0.30\n",
+      "OK: Fleur Agema, score: 454.658936, desc: Dutch politician, 2780 / 9131, 0.30\n",
+      "OK: Flip Saunders, score: 433.060547, desc: American basketball player, 2781 / 9131, 0.30\n",
+      "OK: Flip van der Merwe, score: 661.336609, desc: South African rugby player, 2782 / 9131, 0.30\n",
+      "OK: Flo Rida, score: 709.290283, desc: American rapper, 2783 / 9131, 0.30\n",
+      "OK: Floortje Dessing, score: 398.81131, desc: Dutch television presenter, 2784 / 9131, 0.30\n",
+      "OK: Flora Martínez, score: 441.356201, desc: Canadian-Colombian film actress, 2785 / 9131, 0.31\n",
+      "OK: Florence Foresti, score: 501.048035, desc: French comedian, 2786 / 9131, 0.31\n",
+      "OK: Florence Ita Giwa, score: 472.416595, desc: Political figure, 2787 / 9131, 0.31\n",
+      "OK: Florencia Lozano, score: 402.874268, desc: Actress, 2788 / 9131, 0.31\n",
+      "OK: Florencia Peña, score: 512.003052, desc: Argentine actress, 2789 / 9131, 0.31\n",
+      "OK: Florencio Abad, score: 337.195251, desc: Filipino lawyer, 2790 / 9131, 0.31\n",
+      "OK: Florent Balmont, score: 434.686981, desc: Soccer midfielder, 2791 / 9131, 0.31\n",
+      "OK: Florent Malouda, score: 538.511475, desc: French soccer player, 2792 / 9131, 0.31\n",
+      "OK: Florent Pagny, score: 602.190674, desc: French musician, 2793 / 9131, 0.31\n",
+      "OK: Florentino Fernández, score: 385.66745, desc: Spanish actor, 2794 / 9131, 0.31\n",
+      "OK: Florian Silbereisen, score: 522.974487, desc: German musician, 2795 / 9131, 0.31\n",
+      "OK: Florin Piersic, score: 426.795502, desc: Actor, 2796 / 9131, 0.31\n",
+      "OK: Floyd Landis, score: 522.236633, desc: American professional road racing cyclist, 2797 / 9131, 0.31\n",
+      "OK: Fonsi Nieto, score: 466.222748, desc: Motorcycle road racer, 2798 / 9131, 0.31\n",
+      "OK: Fouad Twal, score: 294.424316, desc: Patriarch, 2799 / 9131, 0.31\n",
+      "OK: Foued Kadir, score: 421.501404, desc: Soccer player, 2800 / 9131, 0.31\n",
+      "OK: Foxy Brown, score: 637.873047, desc: American rapper, 2801 / 9131, 0.31\n",
+      "OK: Fran Lebowitz, score: 453.921967, desc: American author, 2802 / 9131, 0.31\n",
+      "OK: Fran McCaffery, score: 385.754181, desc: American basketball coach, 2803 / 9131, 0.31\n",
+      "OK: Fran Mérida, score: 458.334869, desc: Spanish soccer player, 2804 / 9131, 0.31\n",
+      "OK: Franc Kangler, score: 319.303497, desc: Slovenian Politician, 2805 / 9131, 0.31\n",
+      "OK: Franca Sozzani, score: 437.226562, desc: Italian journalist, 2806 / 9131, 0.31\n",
+      "OK: Frances Conroy, score: 583.64325, desc: American actress, 2807 / 9131, 0.31\n",
+      "OK: Frances Fisher, score: 525.600342, desc: Actress, 2808 / 9131, 0.31\n",
+      "OK: Frances Ondiviela, score: 405.539612, desc: Mexican-Spanish actress, 2809 / 9131, 0.31\n",
+      "OK: Francesca Lo Schiavo, score: 486.117462, desc: Italian set decorator, 2810 / 9131, 0.31\n",
+      "OK: Francesca Piccinini, score: 458.142456, desc: Italian volleyball player, 2811 / 9131, 0.31\n",
+      "OK: Francesca Schiavone, score: 569.058167, desc: Italian tennis player, 2812 / 9131, 0.31\n",
+      "OK: Francesco Guccini, score: 529.994812, desc: Italian singer-songwriter, 2813 / 9131, 0.31\n",
+      "OK: Francesco Guidolin, score: 493.723724, desc: Italian football manager, 2814 / 9131, 0.31\n",
+      "OK: Francesco Lodi, score: 413.305298, desc: Italian soccer player, 2815 / 9131, 0.31\n",
+      "OK: Francesco Pannofino, score: 410.473389, desc: Italian actor, 2816 / 9131, 0.31\n",
+      "OK: Francesco Renga, score: 523.102478, desc: Italian singer-songwriter, 2817 / 9131, 0.31\n",
+      "OK: Francesco Totti, score: 698.878235, desc: Italian soccer player, 2818 / 9131, 0.31\n",
+      "OK: Francis Fulton-Smith, score: 563.750305, desc: Television actor, 2819 / 9131, 0.31\n",
+      "OK: Francis Gillot, score: 395.921448, desc: Football manager, 2820 / 9131, 0.31\n",
+      "OK: Francis Huster, score: 478.656799, desc: French film actor, 2821 / 9131, 0.31\n",
+      "OK: Francisca Valenzuela, score: 459.034607, desc: American-Chilean singer, 2822 / 9131, 0.31\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Francisco Paco Bautista, score: 262.17569, desc: , 2823 / 9131, 0.31\n",
+      "OK: Francisco Palencia, score: 548.071594, desc: Mexican football coach, 2824 / 9131, 0.31\n",
+      "OK: Francisco Ventoso, score: 371.693146, desc: Spanish cyclist, 2825 / 9131, 0.31\n",
+      "OK: Franciszek Smuda, score: 514.589294, desc: Football coach, 2826 / 9131, 0.31\n",
+      "OK: Franck Cammas, score: 380.718109, desc: French yachtsman, 2827 / 9131, 0.31\n",
+      "HTTP Error 503: Service Unavailable Franck Dubosc\n",
+      "OK: Franck Dubosc, score: 477.548218, desc: French actor, 2828 / 9131, 0.31\n",
+      "OK: Franck Ribéry, score: 711.659912, desc: French soccer player, 2829 / 9131, 0.31\n",
+      "OK: Francoise Boufhal, score: 377.524567, desc: Model, 2830 / 9131, 0.31\n",
+      "OK: Franjo Pooth, score: 363.771454, desc: German businessman, 2831 / 9131, 0.31\n",
+      "OK: Frank Beamer, score: 514.093872, desc: Football coach, 2832 / 9131, 0.31\n",
+      "OK: Frank Elstner, score: 450.934387, desc: Television presenter, 2833 / 9131, 0.31\n",
+      "OK: Frank Grillo, score: 563.749023, desc: American actor, 2834 / 9131, 0.31\n",
+      "OK: Frank Henkel, score: 338.76535, desc: German Politician, 2835 / 9131, 0.31\n",
+      "OK: Frank Iero, score: 540.682739, desc: American musician, 2836 / 9131, 0.31\n",
+      "OK: Frank McCourt, score: 508.709015, desc: American-Irish teacher, 2837 / 9131, 0.31\n",
+      "OK: Frank Rijkaard, score: 596.312561, desc: Dutch soccer player, 2838 / 9131, 0.31\n",
+      "OK: Frank Schätzing, score: 483.833832, desc: German writer, 2839 / 9131, 0.31\n",
+      "OK: Frank Shamrock, score: 462.428741, desc: American mixed martial artist, 2840 / 9131, 0.31\n",
+      "OK: Frank Whaley, score: 495.602692, desc: American actor, 2841 / 9131, 0.31\n",
+      "OK: Frank de Boer, score: 767.302063, desc: Dutch soccer manager, 2842 / 9131, 0.31\n",
+      "OK: Frankie Dettori, score: 580.488098, desc: Italian horse racing jockey, 2843 / 9131, 0.31\n",
+      "OK: Frankie Muniz, score: 626.398315, desc: American actor, 2844 / 9131, 0.31\n",
+      "OK: Frankie Sandford, score: 314.508301, desc: Girl group, 2845 / 9131, 0.31\n",
+      "OK: Franklin Drilon, score: 447.323151, desc: Former President of the Senate of the Philippines, 2846 / 9131, 0.31\n",
+      "OK: Frans Bauer, score: 527.939941, desc: Dutch singer, 2847 / 9131, 0.31\n",
+      "OK: Frans Duijts, score: 422.522034, desc: Dutch singer, 2848 / 9131, 0.31\n",
+      "OK: François Baroin, score: 503.334778, desc: French Politician, 2849 / 9131, 0.31\n",
+      "OK: François Bayrou, score: 523.268799, desc: French Politician, 2850 / 9131, 0.31\n",
+      "OK: François Cluzet, score: 537.290833, desc: French film actor, 2851 / 9131, 0.31\n",
+      "OK: François Fillon, score: 754.697876, desc: Former Prime Minister of France, 2852 / 9131, 0.31\n",
+      "OK: François Hollande, score: 886.073914, desc: Former President of France, 2853 / 9131, 0.31\n",
+      "OK: François Pervis, score: 424.21521, desc: French cyclist, 2854 / 9131, 0.31\n",
+      "OK: François Vincentelli, score: 344.686066, desc: Actor, 2855 / 9131, 0.31\n",
+      "OK: François-Henri Pinault, score: 703.262634, desc: CEO of Kering, 2856 / 9131, 0.31\n",
+      "OK: François-Xavier Demaison, score: 586.987061, desc: Actor, 2857 / 9131, 0.31\n",
+      "OK: Françoise Dorléac, score: 488.43222, desc: French actress, 2858 / 9131, 0.31\n",
+      "OK: Fred Couples, score: 550.096069, desc: American professional golfer, 2859 / 9131, 0.31\n",
+      "OK: Fred Hoiberg, score: 490.944824, desc: American basketball coach, 2860 / 9131, 0.31\n",
+      "OK: Fred Rutten, score: 438.327423, desc: Soccer player, 2861 / 9131, 0.31\n",
+      "OK: Fred Teeven, score: 450.214478, desc: Dutch politician, 2862 / 9131, 0.31\n",
+      "OK: Frederic Beigbeder, score: 509.312805, desc: French writer, 2863 / 9131, 0.31\n",
+      "OK: Fredi Bobic, score: 546.765503, desc: German-Slovene soccer player, 2864 / 9131, 0.31\n",
+      "OK: Fredi González, score: 434.646454, desc: Baseball coach, 2865 / 9131, 0.31\n",
+      "OK: Fredrik Eklund, score: 497.684296, desc: Swedish real estate broker, 2866 / 9131, 0.31\n",
+      "OK: Fredrik Skavlan, score: 420.265808, desc: Norwegian journalist, 2867 / 9131, 0.31\n",
+      "OK: Fredy Bickel, score: 286.613739, desc: Swiss journalist, 2868 / 9131, 0.31\n",
+      "OK: Fredy Guarín, score: 563.144958, desc: Colombian soccer player, 2869 / 9131, 0.31\n",
+      "OK: Free Souffriau, score: 392.389252, desc: Singer, 2870 / 9131, 0.31\n",
+      "OK: Freek de Jonge, score: 562.760742, desc: Dutch writer, 2871 / 9131, 0.31\n",
+      "OK: Frei Betto, score: 396.336884, desc: Brazilian writer, 2872 / 9131, 0.31\n",
+      "OK: Freja Beha Erichsen, score: 608.170044, desc: Danish model, 2873 / 9131, 0.31\n",
+      "OK: French Montana, score: 693.220093, desc: American-Moroccan rapper, 2874 / 9131, 0.31\n",
+      "OK: Frenchie Davis, score: 376.577423, desc: American singer, 2875 / 9131, 0.31\n",
+      "OK: Frida Hyvönen, score: 411.324249, desc: Swedish singer, 2876 / 9131, 0.31\n",
+      "OK: Frida Wallberg, score: 381.92511, desc: Swedish boxer, 2877 / 9131, 0.32\n",
+      "OK: Friede Springer, score: 383.319092, desc: German publisher, 2878 / 9131, 0.32\n",
+      "OK: Frédéric Diefenthal, score: 460.878357, desc: French actor, 2879 / 9131, 0.32\n",
+      "OK: Frédéric Kanouté, score: 503.864166, desc: Soccer player, 2880 / 9131, 0.32\n",
+      "OK: Frédéric Michalak, score: 465.116058, desc: Rugby union scrum half, 2881 / 9131, 0.32\n",
+      "OK: Frédéric de Saint-Sernin, score: 678.108887, desc: French Politician, 2882 / 9131, 0.32\n",
+      "OK: Frédérick Bousquet, score: 523.247986, desc: Freestyle swimmer, 2883 / 9131, 0.32\n",
+      "OK: Funda Arar, score: 489.10321, desc: Turkish singer, 2884 / 9131, 0.32\n",
+      "OK: Fábio Coentrão, score: 605.571106, desc: Portuguese soccer player, 2885 / 9131, 0.32\n",
+      "OK: Fábio Faria, score: 370.840607, desc: Member of the Chamber of Deputies of Brazil, 2886 / 9131, 0.32\n",
+      "OK: Fátima Ptacek, score: 437.419769, desc: Film actress, 2887 / 9131, 0.32\n",
+      "OK: GG Anderson, score: , desc: , 2888 / 9131, 0.32\n",
+      "OK: GK Vasan, score: , desc: , 2889 / 9131, 0.32\n",
+      "OK: Gabby Concepcion, score: 458.922638, desc: Filipino actor, 2890 / 9131, 0.32\n",
+      "OK: Gabi Burgstaller, score: 324.441162, desc: Austrian Politician, 2891 / 9131, 0.32\n",
+      "OK: Gabino Cué Monteagudo, score: 456.391205, desc: Mexican Politician, 2892 / 9131, 0.32\n",
+      "OK: Gabriel Aubry, score: 430.922424, desc: Canadian model, 2893 / 9131, 0.32\n",
+      "OK: Gabriel Braga Nunes, score: 578.308594, desc: Brazilian actor, 2894 / 9131, 0.32\n",
+      "OK: Gabriel Campillo, score: 329.693146, desc: Spanish boxer, 2895 / 9131, 0.32\n",
+      "OK: Gabriel Cotabiță, score: 394.578308, desc: Romanian vocalist, 2896 / 9131, 0.32\n",
+      "OK: Gabriel Garko, score: 487.632935, desc: Italian actor, 2897 / 9131, 0.32\n",
+      "OK: Gabriel Gonzaga, score: 404.931274, desc: Brazilian mixed martial artist, 2898 / 9131, 0.32\n",
+      "OK: Gabriel Heinze, score: 535.464905, desc: Soccer player, 2899 / 9131, 0.32\n",
+      "OK: Gabriel Mercado, score: 547.461243, desc: Argentine soccer player, 2900 / 9131, 0.32\n",
+      "OK: Gabriel Obertan, score: 467.209564, desc: French soccer player, 2901 / 9131, 0.32\n",
+      "OK: Gabriel Porras, score: 451.244934, desc: Mexican actor, 2902 / 9131, 0.32\n",
+      "OK: Gabriel Soto, score: 534.028198, desc: Mexican actor, 2903 / 9131, 0.32\n",
+      "OK: Gabriela Michetti, score: 510.179688, desc: Vice President of Argentina, 2904 / 9131, 0.32\n",
+      "OK: Gabriela Sabatini, score: 621.791016, desc: Argentine tennis player, 2905 / 9131, 0.32\n",
+      "OK: Gabriele Heinisch-Hosek, score: 449.465485, desc: Austrian Politician, 2906 / 9131, 0.32\n",
+      "OK: Gabriele Muccino, score: 467.495941, desc: Italian film director, 2907 / 9131, 0.32\n",
+      "OK: Gabriele Pauli, score: 377.150391, desc: German Politician, 2908 / 9131, 0.32\n",
+      "OK: Gabriella Cilmi, score: 513.818726, desc: Australian singer-songwriter, 2909 / 9131, 0.32\n",
+      "OK: Gabrielle Anwar, score: 548.054932, desc: Actress, 2910 / 9131, 0.32\n",
+      "OK: Gabrielle Union, score: 665.403931, desc: American actress, 2911 / 9131, 0.32\n",
+      "OK: Gabrielė Martirosianaitė, score: 354.937408, desc: , 2912 / 9131, 0.32\n",
+      "OK: Gaby Köster, score: 398.512146, desc: German actress, 2913 / 9131, 0.32\n",
+      "OK: Gackt, score: 55.268799, desc: Japanese musician, 2914 / 9131, 0.32\n",
+      "OK: Gagan Narang, score: 441.232666, desc: Olympic athlete, 2915 / 9131, 0.32\n",
+      "OK: Gai Waterhouse, score: 434.909973, desc: Australian horse trainer, 2916 / 9131, 0.32\n",
+      "OK: Gail Kelly, score: 403.030701, desc: Australian-South African businesswoman, 2917 / 9131, 0.32\n",
+      "OK: Gail Porter, score: 459.672241, desc: Television presenter, 2918 / 9131, 0.32\n",
+      "OK: Gail Simmons, score: 408.548187, desc: Canadian food writer, 2919 / 9131, 0.32\n",
+      "OK: Gaizka Mendieta, score: 515.741516, desc: Spanish soccer player, 2920 / 9131, 0.32\n",
+      "OK: Galilea Montijo, score: 534.355896, desc: Mexican actress, 2921 / 9131, 0.32\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Gamal Mubarak, score: 464.963379, desc: Political figure, 2922 / 9131, 0.32\n",
+      "OK: Gamawan Fauzi, score: 330.765747, desc: Indonesian Politician, 2923 / 9131, 0.32\n",
+      "OK: Ganesh Venkatraman, score: 416.624756, desc: Indian actor, 2924 / 9131, 0.32\n",
+      "OK: Garchen Rinpoche, score: 352.245483, desc: , 2925 / 9131, 0.32\n",
+      "OK: Gareth Barry, score: 532.933044, desc: Soccer player, 2926 / 9131, 0.32\n",
+      "OK: Gareth Gates, score: 533.003357, desc: Singer-songwriter, 2927 / 9131, 0.32\n",
+      "OK: Garou, score: 47.829247, desc: Canadian singer, 2928 / 9131, 0.32\n",
+      "OK: Garrett Neff, score: 414.23584, desc: American model, 2929 / 9131, 0.32\n",
+      "OK: Garry Monk, score: 521.485901, desc: Football manager, 2930 / 9131, 0.32\n",
+      "OK: Garth Brooks, score: 836.874084, desc: American singer-songwriter, 2931 / 9131, 0.32\n",
+      "OK: Gary Anderson, score: 578.099731, desc: Darts player, 2932 / 9131, 0.32\n",
+      "OK: Gary Bettman, score: 456.937408, desc: Commissioner of the NHL, 2933 / 9131, 0.32\n",
+      "OK: Gary Cahill, score: 596.573547, desc: Soccer player, 2934 / 9131, 0.32\n",
+      "OK: Gary Dourdan, score: 555.548889, desc: American actor, 2935 / 9131, 0.32\n",
+      "OK: Gary Herbert, score: 514.229248, desc: Governor of Utah, 2936 / 9131, 0.32\n",
+      "OK: Gary Kubiak, score: 521.0578, desc: American former football player, 2937 / 9131, 0.32\n",
+      "OK: Gary LeVox, score: 442.15329, desc: American singer-songwriter, 2938 / 9131, 0.32\n",
+      "OK: Gary Medel, score: 556.96991, desc: Chilean soccer player, 2939 / 9131, 0.32\n",
+      "OK: Gary Numan, score: 633.556946, desc: Singer-songwriter, 2940 / 9131, 0.32\n",
+      "OK: Gary Oldman, score: 717.961609, desc: Actor, 2941 / 9131, 0.32\n",
+      "HTTP Error 503: Service Unavailable Gary Player\n",
+      "OK: Gary Player, score: 597.0271, desc: South African professional golfer, 2942 / 9131, 0.32\n",
+      "OK: Gary Roughead, score: 345.932831, desc: Officer, 2943 / 9131, 0.32\n",
+      "OK: Gary Rowett, score: 491.281708, desc: Football manager, 2944 / 9131, 0.32\n",
+      "OK: Gary Sheffield, score: 541.45929, desc: American sports agent, 2945 / 9131, 0.32\n",
+      "OK: Gary Sinise, score: 617.955811, desc: American actor, 2946 / 9131, 0.32\n",
+      "OK: Gary Taylor-Fletcher, score: 535.879517, desc: Soccer player, 2947 / 9131, 0.32\n",
+      "OK: Gaspar Llamazares, score: 388.816589, desc: Spanish Politician, 2948 / 9131, 0.32\n",
+      "OK: Gastón Acurio, score: 448.644958, desc: Peruvian chef, 2949 / 9131, 0.32\n",
+      "OK: Gautam Gambhir, score: 569.719299, desc: Indian cricketer, 2950 / 9131, 0.32\n",
+      "OK: Gautam Rode, score: 503.59668, desc: Indian actor, 2951 / 9131, 0.32\n",
+      "OK: Gavin Rossdale, score: 596.809387, desc: Singer, 2952 / 9131, 0.32\n",
+      "OK: Gayatri Joshi, score: 453.043274, desc: Actress, 2953 / 9131, 0.32\n",
+      "OK: Gaynor Faye, score: 434.875336, desc: Actress, 2954 / 9131, 0.32\n",
+      "OK: Gaël Kakuta, score: 566.031616, desc: Soccer player, 2955 / 9131, 0.32\n",
+      "OK: Gaël Monfils, score: 687.635742, desc: French tennis player, 2956 / 9131, 0.32\n",
+      "OK: Gaëtane Thiney, score: 484.635193, desc: French soccer player, 2957 / 9131, 0.32\n",
+      "OK: Gedeon Burkhard, score: 468.6875, desc: German film actor, 2958 / 9131, 0.32\n",
+      "OK: Geeta Kapoor, score: 458.239594, desc: Indian choreographer, 2959 / 9131, 0.32\n",
+      "OK: Geetha Madhuri, score: 541.604553, desc: Indian playback singer, 2960 / 9131, 0.32\n",
+      "OK: Geezer Butler, score: 594.503479, desc: Musician, 2961 / 9131, 0.32\n",
+      "OK: Gemma Merna, score: 412.629272, desc: Actress, 2962 / 9131, 0.32\n",
+      "OK: Gena Lee Nolin, score: 599.701599, desc: American actress, 2963 / 9131, 0.32\n",
+      "OK: Genelia DSouza, score: 274.374786, desc: Indian film actress, 2964 / 9131, 0.32\n",
+      "OK: Genevieve Cortese, score: 534.534729, desc: American actress, 2965 / 9131, 0.32\n",
+      "OK: Genie Francis, score: 480.515991, desc: American actress, 2966 / 9131, 0.32\n",
+      "OK: Gennaro Gattuso, score: 625.896729, desc: Italian soccer player, 2967 / 9131, 0.32\n",
+      "OK: Genta Ismajli, score: 427.332275, desc: Singer, 2968 / 9131, 0.33\n",
+      "OK: Genzebe Dibaba, score: 479.538269, desc: Ethiopian olympic athlete, 2969 / 9131, 0.33\n",
+      "OK: Geoff Eigenmann, score: 419.586884, desc: Filipino actor, 2970 / 9131, 0.33\n",
+      "OK: Geoff Ogilvy, score: 442.854065, desc: Australian professional golfer, 2971 / 9131, 0.33\n",
+      "OK: Geoffrey Edelsten, score: 423.552032, desc: Australian entrepreneur, 2972 / 9131, 0.33\n",
+      "OK: Geoffrey Jourdren, score: 421.493134, desc: French soccer player, 2973 / 9131, 0.33\n",
+      "OK: Geoffrey Kondogbia, score: 519.997375, desc: Soccer player, 2974 / 9131, 0.33\n",
+      "OK: Geoffrey Mutai, score: 412.0271, desc: Kenyan long-distance runner, 2975 / 9131, 0.33\n",
+      "OK: Geoffrey Rush, score: 662.824036, desc: Australian actor, 2976 / 9131, 0.33\n",
+      "OK: Georg Gänswein, score: 486.010132, desc: , 2977 / 9131, 0.33\n",
+      "OK: George Calombaris, score: 442.486816, desc: Australian chef, 2978 / 9131, 0.33\n",
+      "OK: George Chakiris, score: 512.300415, desc: American dancer, 2979 / 9131, 0.33\n",
+      "OK: George Coetzee, score: 388.101196, desc: South African professional golfer, 2980 / 9131, 0.33\n",
+      "OK: George Copos, score: 364.313934, desc: Romanian businessman, 2981 / 9131, 0.33\n",
+      "OK: George Eads, score: 517.029236, desc: American actor, 2982 / 9131, 0.33\n",
+      "OK: George Gregan, score: 452.453217, desc: Rugby union halfback, 2983 / 9131, 0.33\n",
+      "OK: George Osborne, score: 737.814819, desc: Former Chancellor of the Exchequer, 2984 / 9131, 0.33\n",
+      "OK: George Pataki, score: 617.059631, desc: Former Governor of New York, 2985 / 9131, 0.33\n",
+      "OK: George Porter, Jr., score: 760.446533, desc: American musician, 2986 / 9131, 0.33\n",
+      "OK: George R. R. Martin, score: 1129.887695, desc: American novelist, 2987 / 9131, 0.33\n",
+      "OK: George Strait, score: 714.083923, desc: American singer, 2988 / 9131, 0.33\n",
+      "OK: George Stroumboulopoulos, score: 457.142944, desc: Media personality, 2989 / 9131, 0.33\n",
+      "OK: George Takei, score: 627.004272, desc: American actor, 2990 / 9131, 0.33\n",
+      "OK: Georges Leekens, score: 522.763184, desc: Belgian soccer manager, 2991 / 9131, 0.33\n",
+      "OK: Georges St-Pierre, score: 835.653992, desc: Canadian mixed martial artist, 2992 / 9131, 0.33\n",
+      "OK: Georgia May Jagger, score: 661.430054, desc: Model, 2993 / 9131, 0.33\n",
+      "OK: Georgie Gardner, score: 474.307312, desc: Australian journalist, 2994 / 9131, 0.33\n",
+      "OK: Georgie Thompson, score: 429.052185, desc: Television presenter, 2995 / 9131, 0.33\n",
+      "OK: Georgina Verbaan, score: 469.117157, desc: Dutch actress, 2996 / 9131, 0.33\n",
+      "OK: Georgios Printezis, score: 510.149536, desc: Greek basketball player, 2997 / 9131, 0.33\n",
+      "OK: Gerald Anderson, score: 529.230408, desc: American-Filipino film actor, 2998 / 9131, 0.33\n",
+      "OK: Gerald Asamoah, score: 479.864258, desc: German-Ghanaian soccer player, 2999 / 9131, 0.33\n",
+      "OK: Gerald Henderson, score: 445.564514, desc: American basketball player, 3000 / 9131, 0.33\n",
+      "OK: Gerald McCullouch, score: 365.786499, desc: American actor, 3001 / 9131, 0.33\n",
+      "OK: Geraldo Rivera, score: 582.549988, desc: American attorney, 3002 / 9131, 0.33\n",
+      "OK: Gerard Piqué, score: 757.439514, desc: Spanish soccer player, 3003 / 9131, 0.33\n",
+      "OK: Gerard Tubier, score: 215.560989, desc: , 3004 / 9131, 0.33\n",
+      "OK: Gerardo Martino, score: 570.820984, desc: Argentine soccer player, 3005 / 9131, 0.33\n",
+      "OK: Gerardo Torrado, score: 496.249481, desc: Soccer player, 3006 / 9131, 0.33\n",
+      "OK: Gerhard Berger, score: 561.758911, desc: Austrian racing driver, 3007 / 9131, 0.33\n",
+      "OK: Gerhard Dörfler, score: 322.4823, desc: Austrian Politician, 3008 / 9131, 0.33\n",
+      "OK: Gerhard Ludwig Müller, score: 804.754333, desc: , 3009 / 9131, 0.33\n",
+      "OK: Gerhard Schröder, score: 706.225281, desc: Former Chancellor of Germany, 3010 / 9131, 0.33\n",
+      "OK: Gerit Kling, score: 428.409485, desc: German film actress, 3011 / 9131, 0.33\n",
+      "OK: Gerlinde Kaltenbrunner, score: 401.81311, desc: Austrian mountaineer, 3012 / 9131, 0.33\n",
+      "OK: Germaine Greer, score: 588.204834, desc: Australian writer, 3013 / 9131, 0.33\n",
+      "OK: Germán Denis, score: 518.868042, desc: Soccer striker, 3014 / 9131, 0.33\n",
+      "OK: Germán Lux, score: 447.522736, desc: Soccer player, 3015 / 9131, 0.33\n",
+      "OK: Gerrit Cole, score: 541.028198, desc: Baseball pitcher, 3016 / 9131, 0.33\n",
+      "OK: Gerry Scotti, score: 475.15033, desc: Italian television presenter, 3017 / 9131, 0.33\n",
+      "OK: Gertjan Verbeek, score: 446.947418, desc: Dutch soccer player, 3018 / 9131, 0.33\n",
+      "OK: Gervais Martel, score: 350.313843, desc: President of Lens, 3019 / 9131, 0.33\n",
+      "OK: Gervinho, score: 51.228821, desc: Ivorian soccer player, 3020 / 9131, 0.33\n",
+      "OK: Gesine Schwan, score: 401.951111, desc: German professor, 3021 / 9131, 0.33\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Ghita Nørby, score: 466.82019, desc: Danish actress, 3022 / 9131, 0.33\n",
+      "OK: Gia Carangi, score: 532.948608, desc: American fashion model, 3023 / 9131, 0.33\n",
+      "OK: Gia Carides, score: 451.604218, desc: Australian actress, 3024 / 9131, 0.33\n",
+      "OK: Gia Scala, score: 437.666107, desc: Actress, 3025 / 9131, 0.33\n",
+      "OK: Giada De Laurentiis, score: 779.892822, desc: American-Italian chef, 3026 / 9131, 0.33\n",
+      "OK: Giampaolo Morelli, score: 411.263031, desc: Italian actor, 3027 / 9131, 0.33\n",
+      "OK: Giampaolo Pazzini, score: 501.479889, desc: Italian soccer player, 3028 / 9131, 0.33\n",
+      "OK: Giampiero Ventura, score: 310.897095, desc: Italian football manager, 3029 / 9131, 0.33\n",
+      "OK: Gian Piero Gasperini, score: 698.1521, desc: Italian football manager, 3030 / 9131, 0.33\n",
+      "OK: Giancarlo Galan, score: 366.535156, desc: Italian Politician, 3031 / 9131, 0.33\n",
+      "OK: Giancarlo Stanton, score: 623.620483, desc: Baseball outfielder, 3032 / 9131, 0.33\n",
+      "OK: Gianfranco Zola, score: 585.557251, desc: Italian soccer player, 3033 / 9131, 0.33\n",
+      "OK: Gianluca Grignani, score: 528.611023, desc: Italian singer-songwriter, 3034 / 9131, 0.33\n",
+      "OK: Gianluca Zambrotta, score: 546.767212, desc: Italian soccer player, 3035 / 9131, 0.33\n",
+      "OK: Gianluigi Buffon, score: 810.950439, desc: Italian soccer player, 3036 / 9131, 0.33\n",
+      "OK: Gianmarco Pozzecco, score: 434.989777, desc: Italian coach, 3037 / 9131, 0.33\n",
+      "OK: Giannelli Imbula, score: 491.719299, desc: Soccer player, 3038 / 9131, 0.33\n",
+      "OK: Gianni Alemanno, score: 442.076202, desc: Italian Politician, 3039 / 9131, 0.33\n",
+      "OK: Gianni Infantino, score: 593.995361, desc: President of Fédération Internationale de Football Association, 3040 / 9131, 0.33\n",
+      "OK: Giedo van der Garde, score: 775.29834, desc: Dutch racing driver, 3041 / 9131, 0.33\n",
+      "OK: Giggs, score: 42.217648, desc: Rapper, 3042 / 9131, 0.33\n",
+      "OK: Gigi DAlessio, score: 99.531349, desc: Italian singer, 3043 / 9131, 0.33\n",
+      "OK: Gigi Ravelli, score: 371.977661, desc: Dutch actress, 3044 / 9131, 0.33\n",
+      "OK: Gigliola Cinquetti, score: 544.239136, desc: Italian singer, 3045 / 9131, 0.33\n",
+      "OK: Gil Birmingham, score: 511.316132, desc: American actor, 3046 / 9131, 0.33\n",
+      "OK: Gil McKinney, score: 384.250854, desc: American film actor, 3047 / 9131, 0.33\n",
+      "OK: Gilbert Arenas, score: 584.557251, desc: American basketball player, 3048 / 9131, 0.33\n",
+      "OK: Gilbert Gottfried, score: 575.422974, desc: American comedian, 3049 / 9131, 0.33\n",
+      "OK: Gilbert Melendez, score: 428.127625, desc: American mixed martial artist, 3050 / 9131, 0.33\n",
+      "OK: Gilberto Kassab, score: 426.383575, desc: Brazilian Politician, 3051 / 9131, 0.33\n",
+      "OK: Gilby Clarke, score: 486.13205, desc: American musician, 3052 / 9131, 0.33\n",
+      "OK: Gilda Radner, score: 585.668823, desc: American comedian, 3053 / 9131, 0.33\n",
+      "OK: Gilles Bernheim, score: 326.890106, desc: French rabbi, 3054 / 9131, 0.33\n",
+      "OK: Gillian Chung, score: 522.101074, desc: Singer, 3055 / 9131, 0.33\n",
+      "OK: Gillian Leigh, score: 420.36026, desc: American-British film actress, 3056 / 9131, 0.33\n",
+      "OK: Gillian Welch, score: 531.482788, desc: American singer-songwriter, 3057 / 9131, 0.33\n",
+      "OK: Gilson Kleina, score: 490.128601, desc: Brazilian football manager, 3058 / 9131, 0.33\n",
+      "OK: Gimena Accardi, score: 449.159668, desc: Argentine actress, 3059 / 9131, 0.34\n",
+      "OK: Gin Wigmore, score: 485.953857, desc: Singer-songwriter, 3060 / 9131, 0.34\n",
+      "OK: Gina Gershon, score: 603.827576, desc: American actress, 3061 / 9131, 0.34\n",
+      "OK: Gina Parody, score: 386.094299, desc: Colombian politician, 3062 / 9131, 0.34\n",
+      "OK: Gina Rinehart, score: 503.859344, desc: Australian magnate, 3063 / 9131, 0.34\n",
+      "OK: Gina Torres, score: 570.268311, desc: American television actress, 3064 / 9131, 0.34\n",
+      "OK: Gina-Lisa Lohfink, score: 711.189636, desc: German model, 3065 / 9131, 0.34\n",
+      "OK: Gines Garcia Millan, score: 507.87738, desc: Spanish actor, 3066 / 9131, 0.34\n",
+      "OK: Ginette Reno, score: 516.589539, desc: Author, 3067 / 9131, 0.34\n",
+      "OK: Gino Iorgulescu, score: 346.695099, desc: Soccer player, 3068 / 9131, 0.34\n",
+      "OK: Gino Strada, score: 425.395813, desc: Italian surgeon, 3069 / 9131, 0.34\n",
+      "OK: Ginta Lapiņa, score: 394.077881, desc: Latvian model, 3070 / 9131, 0.34\n",
+      "OK: Gio Gonzalez, score: 553.048523, desc: Baseball pitcher, 3071 / 9131, 0.34\n",
+      "OK: Giorgia Meloni, score: 492.175323, desc: Party leader of the Brothers of Italy, 3072 / 9131, 0.34\n",
+      "OK: Giorgia Surina, score: 421.892334, desc: Italian television personality, 3073 / 9131, 0.34\n",
+      "OK: Giorgio Chiellini, score: 617.660217, desc: Italian soccer player, 3074 / 9131, 0.34\n",
+      "OK: Giorgio Gaber, score: 538.04834, desc: Italian singer, 3075 / 9131, 0.34\n",
+      "OK: Giorgio Orsoni, score: 289.723175, desc: Former Mayor of Venice, 3076 / 9131, 0.34\n",
+      "OK: Giorgio Pasotti, score: 429.948364, desc: Italian actor, 3077 / 9131, 0.34\n",
+      "OK: Giorgio Tirabassi, score: 403.823975, desc: Italian film actor, 3078 / 9131, 0.34\n",
+      "OK: Giorgos Karagoutis, score: 140.746902, desc: Greek basketball player, 3079 / 9131, 0.34\n",
+      "OK: Giorgos Papandreou, score: 224.567795, desc: Greek soccer player, 3080 / 9131, 0.34\n",
+      "OK: Giovane Élber, score: 492.698395, desc: Brazilian soccer player, 3081 / 9131, 0.34\n",
+      "OK: Giovani dos Santos, score: 888.17572, desc: Soccer player, 3082 / 9131, 0.34\n",
+      "OK: Giovanna Antonelli, score: 561.115356, desc: Brazilian actress, 3083 / 9131, 0.34\n",
+      "OK: Giovanna Ewbank, score: 460.215393, desc: Brazilian actress, 3084 / 9131, 0.34\n",
+      "OK: Giovanna Melandri, score: 391.503052, desc: Politician, 3085 / 9131, 0.34\n",
+      "OK: Giovanna Mezzogiorno, score: 509.168884, desc: Italian theatre actress, 3086 / 9131, 0.34\n",
+      "OK: Giovanni van Bronckhorst, score: 748.589355, desc: Dutch soccer player, 3087 / 9131, 0.34\n",
+      "OK: Gisbert zu Knyphausen, score: 565.296204, desc: German singer-songwriter, 3088 / 9131, 0.34\n",
+      "OK: Gisele Bündchen, score: 708.019714, desc: Brazilian model, 3089 / 9131, 0.34\n",
+      "OK: Gisella Marengo, score: 358.889984, desc: Italian actress, 3090 / 9131, 0.34\n",
+      "OK: Giselle Blondet, score: 424.839661, desc: Actress, 3091 / 9131, 0.34\n",
+      "OK: Giselle Itié, score: 498.580566, desc: Brazilian-Mexican actress, 3092 / 9131, 0.34\n",
+      "OK: Gitte Hænning, score: 564.452881, desc: Danish singer, 3093 / 9131, 0.34\n",
+      "OK: Giulia Montanarini, score: 348.738678, desc: Actress, 3094 / 9131, 0.34\n",
+      "OK: Giulia Siegel, score: 438.472015, desc: German actress, 3095 / 9131, 0.34\n",
+      "OK: Giuliano Ferrara, score: 425.204102, desc: Italian Politician, 3096 / 9131, 0.34\n",
+      "OK: Giuliano Stroe, score: , desc: , 3097 / 9131, 0.34\n",
+      "OK: Giulio Berruti, score: 451.808655, desc: Italian actor, 3098 / 9131, 0.34\n",
+      "OK: Giulio Tremonti, score: 436.500122, desc: Italian Politician, 3099 / 9131, 0.34\n",
+      "OK: Giuseppe Rossi, score: 559.675781, desc: Soccer player, 3100 / 9131, 0.34\n",
+      "OK: Gizzi Erskine, score: 387.778595, desc: Cook, 3101 / 9131, 0.34\n",
+      "OK: Gladys Knight, score: 743.431885, desc: American singer-songwriter, 3102 / 9131, 0.34\n",
+      "OK: Glaiza de Castro, score: 658.369446, desc: Actress, 3103 / 9131, 0.34\n",
+      "OK: Glen Campbell, score: 798.03772, desc: American singer, 3104 / 9131, 0.34\n",
+      "OK: Glenn Stevens, score: 342.864624, desc: Australian economist, 3105 / 9131, 0.34\n",
+      "OK: Glenn Tilbrook, score: 465.036865, desc: Singer, 3106 / 9131, 0.34\n",
+      "OK: Glenn Whelan, score: 457.188812, desc: Irish soccer player, 3107 / 9131, 0.34\n",
+      "OK: Gloria Estefan, score: 994.161072, desc: American singer-songwriter, 3108 / 9131, 0.34\n",
+      "OK: Gloria Gaynor, score: 663.540039, desc: American singer, 3109 / 9131, 0.34\n",
+      "OK: Gloria Hunniford, score: 460.454559, desc: Television presenter, 3110 / 9131, 0.34\n",
+      "OK: Glynn Turman, score: 528.735901, desc: American television actor, 3111 / 9131, 0.34\n",
+      "OK: Glória Menezes, score: 464.277039, desc: Brazilian actress, 3112 / 9131, 0.34\n",
+      "OK: Glória Pires, score: 598.7995, desc: Brazilian actress, 3113 / 9131, 0.34\n",
+      "OK: Gnassingbé Eyadéma, score: 525.303101, desc: Political figure, 3114 / 9131, 0.34\n",
+      "OK: Go Ara, score: 533.848267, desc: South Korean actress, 3115 / 9131, 0.34\n",
+      "OK: Go Hyun-jung, score: 662.385925, desc: South Korean actress, 3116 / 9131, 0.34\n",
+      "OK: Go Shiozaki, score: 433.646637, desc: Japanese professional wrestler, 3117 / 9131, 0.34\n",
+      "OK: Go Soeda, score: 492.374451, desc: Japanese tennis player, 3118 / 9131, 0.34\n",
+      "OK: Goapele, score: 37.171795, desc: American singer-songwriter, 3119 / 9131, 0.34\n",
+      "OK: Goca Božinovska, score: 384.48764, desc: Singer, 3120 / 9131, 0.34\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Goca Tržan, score: 468.578278, desc: Serbian singer, 3121 / 9131, 0.34\n",
+      "OK: Goedele Liekens, score: 415.885315, desc: Psychologist, 3122 / 9131, 0.34\n",
+      "OK: Goga Sekulić, score: 425.627502, desc: Singer, 3123 / 9131, 0.34\n",
+      "OK: Gok Wan, score: 484.21228, desc: Fashion consultant, 3124 / 9131, 0.34\n",
+      "OK: Golden Brooks, score: 443.781616, desc: American actress, 3125 / 9131, 0.34\n",
+      "OK: Goldie Sayers, score: 393.945496, desc: Track and field athlete, 3126 / 9131, 0.34\n",
+      "OK: Gong Lijiao, score: 374.87912, desc: , 3127 / 9131, 0.34\n",
+      "OK: Gong Xinliang, score: 315.096344, desc: Actress, 3128 / 9131, 0.34\n",
+      "OK: Gong Yoo, score: 596.085815, desc: South Korean actor, 3129 / 9131, 0.34\n",
+      "OK: Gonzalo Fierro, score: 447.566376, desc: Chilean soccer player, 3130 / 9131, 0.34\n",
+      "OK: Gonzalo Heredia, score: 422.184753, desc: Argentine actor, 3131 / 9131, 0.34\n",
+      "OK: Gonzalo Higuaín, score: 795.453979, desc: Soccer player, 3132 / 9131, 0.34\n",
+      "OK: Gonzalo Jara, score: 485.664581, desc: Chilean soccer player, 3133 / 9131, 0.34\n",
+      "OK: Gonzalo Valenzuela, score: 411.643372, desc: Chilean actor, 3134 / 9131, 0.34\n",
+      "OK: Gopichand, score: 39.261955, desc: Film actor, 3135 / 9131, 0.34\n",
+      "OK: Gopika, score: 38.488865, desc: Indian film actress, 3136 / 9131, 0.34\n",
+      "OK: Goran Karan, score: 476.261261, desc: Vocalist, 3137 / 9131, 0.34\n",
+      "OK: Goran Pandev, score: 516.044556, desc: Macedonian soccer player, 3138 / 9131, 0.34\n",
+      "OK: Goran Višnjić, score: 532.734009, desc: American-Croatian actor, 3139 / 9131, 0.34\n",
+      "OK: Gordon Strachan, score: 530.40564, desc: Football manager, 3140 / 9131, 0.34\n",
+      "OK: Govinda, score: 64.625275, desc: Indian film actor, 3141 / 9131, 0.34\n",
+      "OK: Gowri Munjal, score: 382.118042, desc: Indian film actress, 3142 / 9131, 0.34\n",
+      "OK: Grace Gummer, score: 532.70166, desc: American actress, 3143 / 9131, 0.34\n",
+      "OK: Grace Hightower, score: 494.705505, desc: American actress, 3144 / 9131, 0.34\n",
+      "OK: Grace Mugabe, score: 514.511963, desc: Robert Mugabe's wife, 3145 / 9131, 0.34\n",
+      "OK: Graciela Alfano, score: 442.604126, desc: Argentine artist, 3146 / 9131, 0.34\n",
+      "OK: Graco Ramírez, score: 414.206207, desc: Mexican Politician, 3147 / 9131, 0.34\n",
+      "OK: Graeme Smith, score: 475.311676, desc: South African cricketer, 3148 / 9131, 0.34\n",
+      "OK: Graeme Swann, score: 497.683319, desc: English cricketer, 3149 / 9131, 0.34\n",
+      "OK: Graham Rowntree, score: 412.446716, desc: Rugby player, 3150 / 9131, 0.34\n",
+      "OK: Graham Spanier, score: 428.69281, desc: American sociologist, 3151 / 9131, 0.35\n",
+      "OK: Graham Zusi, score: 488.431305, desc: American soccer player, 3152 / 9131, 0.35\n",
+      "OK: Grant Hill, score: 645.468994, desc: American basketball player, 3153 / 9131, 0.35\n",
+      "OK: Grant Holt, score: 489.833282, desc: Soccer player, 3154 / 9131, 0.35\n",
+      "OK: Graydon Carter, score: 421.88562, desc: Journalist, 3155 / 9131, 0.35\n",
+      "OK: Greg Dyke, score: 408.297272, desc: British journalist, 3156 / 9131, 0.35\n",
+      "OK: Greg Giraldo, score: 513.456299, desc: American stand-up comedian, 3157 / 9131, 0.35\n",
+      "OK: Greg Hardy, score: 516.673157, desc: Football defensive end, 3158 / 9131, 0.35\n",
+      "OK: Greg Inglis, score: 555.422852, desc: Rugby league rugby centre, 3159 / 9131, 0.35\n",
+      "HTTP Error 503: Service Unavailable Greg Kinnear\n",
+      "OK: Greg Kinnear, score: 588.900574, desc: American actor, 3160 / 9131, 0.35\n",
+      "OK: Greg Oden, score: 570.407715, desc: American basketball player, 3161 / 9131, 0.35\n",
+      "OK: Greg Plitt, score: 464.878174, desc: American model, 3162 / 9131, 0.35\n",
+      "OK: Greg Proops, score: 480.306305, desc: American actor, 3163 / 9131, 0.35\n",
+      "OK: Greg Raymer, score: 436.104492, desc: , 3164 / 9131, 0.35\n",
+      "OK: Greg Rikaart, score: 425.489288, desc: American actor, 3165 / 9131, 0.35\n",
+      "OK: Greg Rutherford, score: 508.333466, desc: Track and field athlete, 3166 / 9131, 0.35\n",
+      "OK: Gregg Popovich, score: 587.509583, desc: President of the San Antonio Spurs, 3167 / 9131, 0.35\n",
+      "OK: Gregor Gysi, score: 491.411957, desc: Member of the German Bundestag, 3168 / 9131, 0.35\n",
+      "OK: Gregorio Manzano, score: 456.331421, desc: Spanish football manager, 3169 / 9131, 0.35\n",
+      "OK: Gregory Doran, score: 367.287354, desc: Artistic Director of the Royal Shakespeare Company, 3170 / 9131, 0.35\n",
+      "OK: Greivis Vásquez, score: 523.516052, desc: Venezuelan basketball player, 3171 / 9131, 0.35\n",
+      "OK: Gretchen Barretto, score: 487.063477, desc: Actress, 3172 / 9131, 0.35\n",
+      "OK: Gretchen Carlson, score: 516.569519, desc: American commentator, 3173 / 9131, 0.35\n",
+      "OK: Gretchen Mol, score: 550.176147, desc: American actress, 3174 / 9131, 0.35\n",
+      "OK: Gretchen Wilson, score: 610.159546, desc: American musical artist, 3175 / 9131, 0.35\n",
+      "OK: Greyson Chance, score: 537.16864, desc: American singer-songwriter, 3176 / 9131, 0.35\n",
+      "OK: Grutle Kjellson, score: 357.087189, desc: Bassist, 3177 / 9131, 0.35\n",
+      "OK: Gry Forssell, score: 425.816345, desc: Swedish television host, 3178 / 9131, 0.35\n",
+      "OK: Grzegorz Schetyna, score: 483.491913, desc: Polish Politician, 3179 / 9131, 0.35\n",
+      "OK: Grzegorz Skawiński, score: 419.040527, desc: Polish musician, 3180 / 9131, 0.35\n",
+      "OK: Gráinne Seoige, score: 427.310089, desc: Irish journalist, 3181 / 9131, 0.35\n",
+      "OK: Grégory Coupet, score: 495.239716, desc: French soccer player, 3182 / 9131, 0.35\n",
+      "OK: Grégory Fitoussi, score: 465.191864, desc: French actor, 3183 / 9131, 0.35\n",
+      "OK: Grégory Lemarchal, score: 527.517212, desc: French singer, 3184 / 9131, 0.35\n",
+      "OK: Gu Jun, score: 403.449921, desc: Chinese badminton player, 3185 / 9131, 0.35\n",
+      "OK: Gudrun Landgrebe, score: 427.260651, desc: Actress, 3186 / 9131, 0.35\n",
+      "OK: Guido Cantz, score: 412.71701, desc: German television presenter, 3187 / 9131, 0.35\n",
+      "OK: Guido Wolf, score: 352.837646, desc: Member of the Bundesrat of Germany, 3188 / 9131, 0.35\n",
+      "OK: Guilherme Marchi, score: 344.814697, desc: , 3189 / 9131, 0.35\n",
+      "OK: Guillaume Depardieu, score: 505.234802, desc: French actor, 3190 / 9131, 0.35\n",
+      "OK: Guillaume Gallienne, score: 465.634644, desc: French actor, 3191 / 9131, 0.35\n",
+      "OK: Guillaume de Tonquédec, score: 621.675964, desc: French actor, 3192 / 9131, 0.35\n",
+      "OK: Guillermo Barros Schelotto, score: 695.403381, desc: Argentine football manager, 3193 / 9131, 0.35\n",
+      "OK: Guillermo Burdisso, score: 440.400879, desc: Soccer defender, 3194 / 9131, 0.35\n",
+      "OK: Guillermo Capetillo, score: 430.059082, desc: Actor, 3195 / 9131, 0.35\n",
+      "OK: Guillermo Francella, score: 465.191925, desc: Argentine actor, 3196 / 9131, 0.35\n",
+      "OK: Guillermo Moreno, score: 390.752777, desc: Argentine Politician, 3197 / 9131, 0.35\n",
+      "OK: Guillermo Ochoa, score: 729.332764, desc: Mexican soccer player, 3198 / 9131, 0.35\n",
+      "OK: Gulnara Karimova, score: 498.23114, desc: Political leader, 3199 / 9131, 0.35\n",
+      "OK: Gulshan Grover, score: 547.805786, desc: Indian actor, 3200 / 9131, 0.35\n",
+      "OK: Gulzar, score: 57.003601, desc: Indian poet, 3201 / 9131, 0.35\n",
+      "OK: Gurdas Maan, score: 586.516235, desc: Singer-songwriter, 3202 / 9131, 0.35\n",
+      "OK: Gurmeet Choudhary, score: 530.074219, desc: Indian television actor, 3203 / 9131, 0.35\n",
+      "OK: Gurmeet Ram Rahim Singh, score: 928.914062, desc: Indian film actor, 3204 / 9131, 0.35\n",
+      "OK: Gus Bradley, score: 419.926727, desc: Football coach, 3205 / 9131, 0.35\n",
+      "OK: Gus Hansen, score: 483.853516, desc: , 3206 / 9131, 0.35\n",
+      "OK: Gus Malzahn, score: 501.653381, desc: Coach, 3207 / 9131, 0.35\n",
+      "OK: Gus Poyet, score: 576.17749, desc: Uruguayan soccer player, 3208 / 9131, 0.35\n",
+      "OK: Gustav Jung, score: 773.12793, desc: Swiss psychiatrist, 3209 / 9131, 0.35\n",
+      "OK: Gustav Nyquist, score: 424.532806, desc: Swedish ice hockey player, 3210 / 9131, 0.35\n",
+      "OK: Gustavo Ayón, score: 503.129517, desc: Mexican basketball player, 3211 / 9131, 0.35\n",
+      "OK: Gustavo Canales, score: 385.641602, desc: Argentine-Chilean soccer player, 3212 / 9131, 0.35\n",
+      "OK: Gustavo Dudamel, score: 537.92688, desc: Venezuelan conductor, 3213 / 9131, 0.35\n",
+      "OK: Gustavo Madero Muñoz, score: 478.631378, desc: Former Member of the Mexican Chamber of Deputies, 3214 / 9131, 0.35\n",
+      "OK: Gustavo Matosas, score: 496.012451, desc: Argentine-Uruguayan soccer player, 3215 / 9131, 0.35\n",
+      "OK: Gustavo Munúa, score: 427.374664, desc: Uruguayan soccer player, 3216 / 9131, 0.35\n",
+      "OK: Gustavo Quinteros, score: 439.735809, desc: Argentine-Bolivian football manager, 3217 / 9131, 0.35\n",
+      "OK: Guus Hiddink, score: 631.306274, desc: Dutch football manager, 3218 / 9131, 0.35\n",
+      "OK: Guus Meeuwis, score: 509.243195, desc: Dutch singer-songwriter, 3219 / 9131, 0.35\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Guy Berryman, score: 513.576233, desc: Musician, 3220 / 9131, 0.35\n",
+      "OK: Guy Boucher, score: 392.181244, desc: Canadian ice hockey coach, 3221 / 9131, 0.35\n",
+      "OK: Guy Ecker, score: 458.29837, desc: American-Brazilian actor, 3222 / 9131, 0.35\n",
+      "OK: Guy Fieri, score: 585.656738, desc: American restaurateur, 3223 / 9131, 0.35\n",
+      "OK: Guy Garvey, score: 468.450409, desc: Musician, 3224 / 9131, 0.35\n",
+      "OK: Guy Novès, score: 425.907471, desc: French rugby player, 3225 / 9131, 0.35\n",
+      "OK: Guy Sebastian, score: 556.909607, desc: Singer-songwriter, 3226 / 9131, 0.35\n",
+      "OK: Guy Verhofstadt, score: 546.442566, desc: Member of the European Parliament, 3227 / 9131, 0.35\n",
+      "OK: Guylaine Tremblay, score: 333.055328, desc: Actress, 3228 / 9131, 0.35\n",
+      "OK: Gwede Mantashe, score: 423.041779, desc: South African Politician, 3229 / 9131, 0.35\n",
+      "OK: Gwei Lun-Mei, score: 436.88092, desc: Taiwanese actress, 3230 / 9131, 0.35\n",
+      "OK: Gáspár Laci, score: 256.520569, desc: Hungarian singer, 3231 / 9131, 0.35\n",
+      "OK: Génesis Rodríguez, score: 556.675293, desc: American actress, 3232 / 9131, 0.35\n",
+      "OK: Géraldine Nakache, score: 462.403351, desc: French actress, 3233 / 9131, 0.35\n",
+      "OK: Gérard Mestrallet, score: 373.424744, desc: , 3234 / 9131, 0.35\n",
+      "OK: Gökhan Gönül, score: 500.848297, desc: Turkish soccer player, 3235 / 9131, 0.35\n",
+      "OK: Gökhan Keser, score: 432.035065, desc: Turkish actor, 3236 / 9131, 0.35\n",
+      "OK: Gökhan Özen, score: 508.314423, desc: Turkish singer-songwriter, 3237 / 9131, 0.35\n",
+      "OK: Göran Eriksson, score: 512.897217, desc: Swedish football manager, 3238 / 9131, 0.35\n",
+      "OK: Götz Otto, score: 446.302124, desc: German film actor, 3239 / 9131, 0.35\n",
+      "OK: Gülben Ergen, score: 544.43573, desc: Turkish singer, 3240 / 9131, 0.35\n",
+      "OK: Gülcan Kamps, score: 431.572144, desc: German presenter, 3241 / 9131, 0.35\n",
+      "OK: Gültan Kışanak, score: 393.41684, desc: Turkish Politician, 3242 / 9131, 0.36\n",
+      "OK: Günter Verheugen, score: 419.12323, desc: German Politician, 3243 / 9131, 0.36\n",
+      "OK: Günther Jauch, score: 520.360413, desc: German television host, 3244 / 9131, 0.36\n",
+      "OK: Günther Oettinger, score: 497.657135, desc: German Politician, 3245 / 9131, 0.36\n",
+      "OK: Gürsel Tekin, score: 398.045532, desc: Turkish Politician, 3246 / 9131, 0.36\n",
+      "OK: HD Kumaraswamy, score: 211.00679, desc: Chief minister of Karnataka, 3247 / 9131, 0.36\n",
+      "OK: HP Baxxter, score: 227.801727, desc: German musician, 3248 / 9131, 0.36\n",
+      "OK: Ha Ji-won, score: 861.780579, desc: South Korean actress, 3249 / 9131, 0.36\n",
+      "OK: Hadewych Minis, score: 406.662476, desc: Dutch actress, 3250 / 9131, 0.36\n",
+      "OK: Hadia Tajik, score: 483.549835, desc: Norwegian jurist, 3251 / 9131, 0.36\n",
+      "OK: Haider al-Abadi, score: 753.962769, desc: Former Prime Minister of Iraq, 3252 / 9131, 0.36\n",
+      "OK: Haile Gebrselassie, score: 540.832214, desc: Ethiopian athlete, 3253 / 9131, 0.36\n",
+      "OK: Hailey Clauson, score: 523.321106, desc: American model, 3254 / 9131, 0.36\n",
+      "OK: Haim Saban, score: 504.205414, desc: Media proprietor, 3255 / 9131, 0.36\n",
+      "OK: Hakan Şükür, score: 672.736389, desc: Turkish soccer player, 3256 / 9131, 0.36\n",
+      "OK: Hakeem Olajuwon, score: 685.386841, desc: American-Nigerian basketball player, 3257 / 9131, 0.36\n",
+      "OK: Haley Barbour, score: 479.296814, desc: Former Governor of Mississippi, 3258 / 9131, 0.36\n",
+      "OK: Haley Joel Osment, score: 837.304077, desc: American actor, 3259 / 9131, 0.36\n",
+      "OK: Haley Ramm, score: 448.15567, desc: American actress, 3260 / 9131, 0.36\n",
+      "OK: Halil Ergün, score: 439.550903, desc: Turkish movie actor, 3261 / 9131, 0.36\n",
+      "OK: Halina Kunicka, score: 360.585938, desc: Polish singer, 3262 / 9131, 0.36\n",
+      "OK: Halina Reijn, score: 464.469879, desc: Dutch actress, 3263 / 9131, 0.36\n",
+      "OK: Halle Berry, score: 793.808838, desc: American actress, 3264 / 9131, 0.36\n",
+      "OK: Haluk Levent, score: 508.276031, desc: Turkish singer, 3265 / 9131, 0.36\n",
+      "OK: Hamit Altıntop, score: 515.320068, desc: Soccer player, 3266 / 9131, 0.36\n",
+      "OK: Hamsa Nandini, score: 416.392639, desc: Indian model, 3267 / 9131, 0.36\n",
+      "OK: Hamza Hamzaoğlu, score: 450.217682, desc: Football manager, 3268 / 9131, 0.36\n",
+      "OK: Han Hye-jin, score: 665.65625, desc: South Korean actress, 3269 / 9131, 0.36\n",
+      "OK: Hanieh Tavassoli, score: 457.941101, desc: Iranian actress, 3270 / 9131, 0.36\n",
+      "OK: Hank Azaria, score: 631.394226, desc: American actor, 3271 / 9131, 0.36\n",
+      "OK: Hank Green, score: 549.739441, desc: American entrepreneur, 3272 / 9131, 0.36\n",
+      "OK: Hank von Helvete, score: 563.975403, desc: Vocalist, 3273 / 9131, 0.36\n",
+      "OK: Hanka Paldum, score: 446.873352, desc: Bosnian vocalist, 3274 / 9131, 0.36\n",
+      "OK: Hanna Beth, score: 111.615967, desc: , 3275 / 9131, 0.36\n",
+      "OK: Hanna Gronkiewicz-Waltz, score: 583.528809, desc: Mayor of Warsaw, 3276 / 9131, 0.36\n",
+      "OK: Hanna Pakarinen, score: 435.687439, desc: Finnish singer, 3277 / 9131, 0.36\n",
+      "OK: Hanna Verboom, score: 435.624115, desc: Actress, 3278 / 9131, 0.36\n",
+      "OK: Hanne Gaby Odiele, score: 547.397644, desc: Model, 3279 / 9131, 0.36\n",
+      "OK: Hanne Krogh, score: 409.946777, desc: Norwegian singer, 3280 / 9131, 0.36\n",
+      "OK: Hannelly Quintero, score: 363.52063, desc: Venezuelan actress, 3281 / 9131, 0.36\n",
+      "OK: Hannelore Elsner, score: 474.607483, desc: German actress, 3282 / 9131, 0.36\n",
+      "OK: Hannelore Hoger, score: 409.990448, desc: German actress, 3283 / 9131, 0.36\n",
+      "OK: Hannelore Kraft, score: 422.606018, desc: Former President of the German Bundesrat, 3284 / 9131, 0.36\n",
+      "OK: Hannes Jaenicke, score: 445.118958, desc: German actor, 3285 / 9131, 0.36\n",
+      "OK: Hannes Swoboda, score: 351.757294, desc: Austrian Politician, 3286 / 9131, 0.36\n",
+      "OK: Hans Jörg Schelling, score: 448.950043, desc: Austrian entrepreneur, 3287 / 9131, 0.36\n",
+      "OK: Hans Sarpei, score: 474.547241, desc: German-Ghanaian soccer player, 3288 / 9131, 0.36\n",
+      "OK: Hans Theessink, score: 416.339111, desc: Dutch guitarist, 3289 / 9131, 0.36\n",
+      "OK: Hans Vestberg, score: 396.537018, desc: CEO of Verizon Communications, 3290 / 9131, 0.36\n",
+      "OK: Hans-Christian Ströbele, score: 558.751953, desc: German Politician, 3291 / 9131, 0.36\n",
+      "OK: Hans-Kristian Vittinghus, score: 554.941162, desc: Danish badminton player, 3292 / 9131, 0.36\n",
+      "OK: Hans-Wilhelm Müller-Wohlfahrt, score: 761.841064, desc: Sports medicine doctor, 3293 / 9131, 0.36\n",
+      "OK: Hansi Hinterseer, score: 568.257874, desc: Austrian singer, 3294 / 9131, 0.36\n",
+      "OK: Hansika Motwani, score: 615.471191, desc: Indian actress, 3295 / 9131, 0.36\n",
+      "OK: Harald Krassnitzer, score: 406.682678, desc: Austrian actor, 3296 / 9131, 0.36\n",
+      "OK: Hariprasad Chaurasia, score: 559.363464, desc: Indian music director, 3297 / 9131, 0.36\n",
+      "OK: Haripriya, score: 25.660622, desc: Indian film actress, 3298 / 9131, 0.36\n",
+      "OK: Haris Medunjanin, score: 455.066223, desc: Soccer player, 3299 / 9131, 0.36\n",
+      "OK: Haris Seferović, score: 562.34845, desc: Swiss soccer player, 3300 / 9131, 0.36\n",
+      "OK: Harland Williams, score: 502.439117, desc: American-Canadian actor, 3301 / 9131, 0.36\n",
+      "OK: Harlem Désir, score: 420.609222, desc: First Secretary of the French Socialist Party, 3302 / 9131, 0.36\n",
+      "OK: Harman Baweja, score: 441.776154, desc: Indian actor, 3303 / 9131, 0.36\n",
+      "OK: Harriet Harman, score: 556.610901, desc: Member of Parliament of the United Kingdom, 3304 / 9131, 0.36\n",
+      "OK: Harrison Barnes, score: 582.880432, desc: American basketball player, 3305 / 9131, 0.36\n",
+      "OK: Harry Connick, Jr., score: 1093.757324, desc: American singer, 3306 / 9131, 0.36\n",
+      "OK: Harry Hill, score: 518.541443, desc: Comedian, 3307 / 9131, 0.36\n",
+      "OK: Harry Judd, score: 508.184479, desc: British musician, 3308 / 9131, 0.36\n",
+      "OK: Harry Kewell, score: 582.936279, desc: Football coach, 3309 / 9131, 0.36\n",
+      "OK: Harry Redknapp, score: 548.040833, desc: Football manager, 3310 / 9131, 0.36\n",
+      "OK: Harry Reid, score: 685.806519, desc: Former United States Senator, 3311 / 9131, 0.36\n",
+      "OK: Harshad Chopra, score: 252.704025, desc: Indian actor, 3312 / 9131, 0.36\n",
+      "OK: Hartmut Mehdorn, score: 355.397156, desc: German mechanical engineer, 3313 / 9131, 0.36\n",
+      "OK: Haruka Imai, score: 403.422821, desc: Japanese figure skater, 3314 / 9131, 0.36\n",
+      "OK: Haruma Miura, score: 543.013, desc: Japanese actor, 3315 / 9131, 0.36\n",
+      "OK: Harumi Nemoto, score: 420.424316, desc: Japanese gravure idol, 3316 / 9131, 0.36\n",
+      "OK: Haruna Kawaguchi, score: 532.455017, desc: Japanese actress, 3317 / 9131, 0.36\n",
+      "OK: Haruna Kojima, score: 583.08136, desc: Japanese actress, 3318 / 9131, 0.36\n",
+      "OK: Harvey Fierstein, score: 568.251465, desc: American actor, 3319 / 9131, 0.36\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Harvey Weinstein, score: 693.159668, desc: American film producer, 3320 / 9131, 0.36\n",
+      "OK: Hasheem Thabeet, score: 480.840851, desc: Tanzanian basketball player, 3321 / 9131, 0.36\n",
+      "OK: Hashim Amla, score: 552.719238, desc: South African cricketer, 3322 / 9131, 0.36\n",
+      "OK: Hassan Nasrallah, score: 693.764587, desc: Secretary-General of Hezbollah, 3323 / 9131, 0.36\n",
+      "OK: Hasyim Muzadi, score: 417.76062, desc: Indonesian islamic scholar, 3324 / 9131, 0.36\n",
+      "OK: Hatem Ben Arfa, score: 903.983887, desc: Soccer player, 3325 / 9131, 0.36\n",
+      "OK: Hatta Rajasa, score: 415.510071, desc: Former minister in the Indonesian government, 3326 / 9131, 0.36\n",
+      "OK: Hayati Yazıcı, score: 422.350555, desc: Turkish lawyer, 3327 / 9131, 0.36\n",
+      "OK: Haydar Baş, score: 404.22998, desc: Turkish politician, 3328 / 9131, 0.36\n",
+      "OK: Hayden Kho, score: 458.400818, desc: Filipino entrepreneur, 3329 / 9131, 0.36\n",
+      "OK: Hayley Atwell, score: 624.781921, desc: American-British actress, 3330 / 9131, 0.36\n",
+      "OK: Hayley Kiyoko, score: 650.89917, desc: American singer-songwriter, 3331 / 9131, 0.36\n",
+      "OK: Hayley McQueen, score: 419.468445, desc: British TV presenter, 3332 / 9131, 0.36\n",
+      "OK: Hayley Westenra, score: 551.985657, desc: New Zealand singer, 3333 / 9131, 0.37\n",
+      "OK: Haylie Duff, score: 570.597656, desc: American actress, 3334 / 9131, 0.37\n",
+      "OK: Hazel Crowney, score: 377.142609, desc: British model, 3335 / 9131, 0.37\n",
+      "OK: Haşim Kılıç, score: 359.83548, desc: Judge, 3336 / 9131, 0.37\n",
+      "OK: He Kexin, score: 411.684998, desc: Chinese gymnast, 3337 / 9131, 0.37\n",
+      "OK: Heart Evangelista, score: 553.184631, desc: Filipino actress, 3338 / 9131, 0.37\n",
+      "OK: Heath Hocking, score: 345.168335, desc: Australian rules footballer, 3339 / 9131, 0.37\n",
+      "OK: Heather Dubrow, score: 492.327301, desc: American actress, 3340 / 9131, 0.37\n",
+      "OK: Heather Elizabeth Morris, score: 428.425934, desc: American actress, 3341 / 9131, 0.37\n",
+      "OK: Heather Langenkamp, score: 503.859314, desc: American actress, 3342 / 9131, 0.37\n",
+      "OK: Heather Locklear, score: 703.447388, desc: American actress, 3343 / 9131, 0.37\n",
+      "OK: Heather Marks, score: 411.880157, desc: Canadian model, 3344 / 9131, 0.37\n",
+      "OK: Heather Mills, score: 569.842224, desc: Media personality, 3345 / 9131, 0.37\n",
+      "OK: Heather Mitts, score: 444.208191, desc: Soccer defender, 3346 / 9131, 0.37\n",
+      "OK: Heather Nedohin, score: 326.350067, desc: Canadian curler, 3347 / 9131, 0.37\n",
+      "OK: Heather Thomson, score: 376.321869, desc: New Zealand runner, 3348 / 9131, 0.37\n",
+      "OK: Heather Watson, score: 586.137207, desc: British tennis player, 3349 / 9131, 0.37\n",
+      "OK: Heavy D, score: 770.45752, desc: American-Jamaican rapper, 3350 / 9131, 0.37\n",
+      "OK: Heidi Fleiss, score: 465.31839, desc: American madam, 3351 / 9131, 0.37\n",
+      "OK: Heidi Klum, score: 797.902527, desc: Model, 3352 / 9131, 0.37\n",
+      "OK: Heidi Newfield, score: 383.295227, desc: American musical artist, 3353 / 9131, 0.37\n",
+      "OK: Heike Drechsler, score: 531.781067, desc: Olympic athlete, 3354 / 9131, 0.37\n",
+      "OK: Heiner Brand, score: 390.093628, desc: West German handball player, 3355 / 9131, 0.37\n",
+      "OK: Heiner Lauterbach, score: 453.884888, desc: Actor, 3356 / 9131, 0.37\n",
+      "OK: Heinz Rudolf Kunze, score: 696.634033, desc: German writer, 3357 / 9131, 0.37\n",
+      "OK: Heinz Strunk, score: 441.057281, desc: German entertainer, 3358 / 9131, 0.37\n",
+      "OK: Helen Fospero, score: 386.76767, desc: Television presenter, 3359 / 9131, 0.37\n",
+      "OK: Helen Shapiro, score: 518.712036, desc: Singer, 3360 / 9131, 0.37\n",
+      "OK: Helen Skelton, score: 482.895142, desc: Television presenter, 3361 / 9131, 0.37\n",
+      "HTTP Error 503: Service Unavailable Helen Svedin\n",
+      "OK: Helen Svedin, score: 433.119812, desc: Swedish model, 3362 / 9131, 0.37\n",
+      "OK: Helena Houdová, score: 360.887909, desc: Czech model, 3363 / 9131, 0.37\n",
+      "OK: Helena Noguerra, score: 497.560547, desc: Belgian actress, 3364 / 9131, 0.37\n",
+      "OK: Helena Rojo, score: 479.302673, desc: Mexican actress, 3365 / 9131, 0.37\n",
+      "OK: Helena Seger, score: 410.64624, desc: Swedish model, 3366 / 9131, 0.37\n",
+      "OK: Helena Zeťová, score: 323.380249, desc: Czech singer, 3367 / 9131, 0.37\n",
+      "OK: Helge Schneider, score: 554.921814, desc: German comedian, 3368 / 9131, 0.37\n",
+      "OK: Hella von Sinnen, score: 624.226135, desc: German entertainer, 3369 / 9131, 0.37\n",
+      "OK: Helmut Dietl, score: 429.953125, desc: German film director, 3370 / 9131, 0.37\n",
+      "OK: Helmut Kohl, score: 635.517273, desc: Former Chancellor of Germany, 3371 / 9131, 0.37\n",
+      "OK: Helmut Markwort, score: 386.289185, desc: German journalist, 3372 / 9131, 0.37\n",
+      "OK: Helmut Schmidt, score: 620.725342, desc: Former Chancellor of Germany, 3373 / 9131, 0.37\n",
+      "OK: Hendrik Duryn, score: 385.592621, desc: Actor, 3374 / 9131, 0.37\n",
+      "OK: Hendrik Pekeler, score: 405.088684, desc: German handball player, 3375 / 9131, 0.37\n",
+      "OK: Henning Berg, score: 486.829742, desc: Norwegian football manager, 3376 / 9131, 0.37\n",
+      "OK: Henri Anier, score: 390.650604, desc: Soccer player, 3377 / 9131, 0.37\n",
+      "OK: Henri Bedimo, score: 479.466522, desc: Cameroonian soccer player, 3378 / 9131, 0.37\n",
+      "OK: Henri Castelli, score: 447.992401, desc: Brazilian actor, 3379 / 9131, 0.37\n",
+      "OK: Henri Lansbury, score: 452.937927, desc: Soccer player, 3380 / 9131, 0.37\n",
+      "OK: Henri Leconte, score: 543.633911, desc: French tennis player, 3381 / 9131, 0.37\n",
+      "OK: Henri Proglio, score: 369.639648, desc: French businessman, 3382 / 9131, 0.37\n",
+      "OK: Henrik Larsson, score: 629.526184, desc: Swedish football manager, 3383 / 9131, 0.37\n",
+      "OK: Henrik Stenson, score: 568.046814, desc: Swedish professional golfer, 3384 / 9131, 0.37\n",
+      "OK: Henrikh Mkhitaryan, score: 602.174133, desc: Soccer player, 3385 / 9131, 0.37\n",
+      "OK: Henrique Meirelles, score: 514.637756, desc: Former Minister of Finance of Brazil, 3386 / 9131, 0.37\n",
+      "OK: Henry Burris, score: 496.064362, desc: Football quarterback, 3387 / 9131, 0.37\n",
+      "OK: Henry Rollins, score: 682.702271, desc: American musician, 3388 / 9131, 0.37\n",
+      "OK: Henry Winkler, score: 625.38446, desc: American actor, 3389 / 9131, 0.37\n",
+      "OK: Heo Young-saeng, score: 717.190918, desc: South Korean entertainer, 3390 / 9131, 0.37\n",
+      "OK: Heraldo Muñoz, score: 369.091125, desc: Chilean Politician, 3391 / 9131, 0.37\n",
+      "OK: Herb Alpert, score: 889.668823, desc: American musician, 3392 / 9131, 0.37\n",
+      "OK: Herbert Bautista, score: 438.410156, desc: Filipino actor, 3393 / 9131, 0.37\n",
+      "OK: Herbert Grönemeyer, score: 613.956726, desc: German musician, 3394 / 9131, 0.37\n",
+      "OK: Herbert Hainer, score: 365.445496, desc: , 3395 / 9131, 0.37\n",
+      "OK: Herbert Kickl, score: 428.145935, desc: Austrian Politician, 3396 / 9131, 0.37\n",
+      "OK: Herbert Vianna, score: 449.881317, desc: Brazilian singer, 3397 / 9131, 0.37\n",
+      "OK: Hermann Gröhe, score: 393.009552, desc: Member of the German Bundestag, 3398 / 9131, 0.37\n",
+      "OK: Hermes Binner, score: 365.599701, desc: Argentine physician, 3399 / 9131, 0.37\n",
+      "OK: Hermione Norris, score: 444.477264, desc: Actress, 3400 / 9131, 0.37\n",
+      "OK: Hernane, score: 35.557228, desc: Brazilian soccer player, 3401 / 9131, 0.37\n",
+      "OK: Herschelle Gibbs, score: 444.954193, desc: South African cricketer, 3402 / 9131, 0.37\n",
+      "OK: Herta Müller, score: 535.742432, desc: German-Romanian novelist, 3403 / 9131, 0.37\n",
+      "OK: Hervé Mariton, score: 351.297211, desc: French Politician, 3404 / 9131, 0.37\n",
+      "OK: Hiam Abbass, score: 501.480103, desc: Actress, 3405 / 9131, 0.37\n",
+      "OK: Hicham El Guerrouj, score: 696.9953, desc: Moroccan runner, 3406 / 9131, 0.37\n",
+      "OK: Hidayat Nur Wahid, score: 507.51474, desc: Former Speaker of the People’s Consultative Assembly of Indonesia, 3407 / 9131, 0.37\n",
+      "OK: Hidetada Yamagishi, score: 389.140106, desc: , 3408 / 9131, 0.37\n",
+      "OK: Hikaru Utada, score: 682.724243, desc: American-Japanese singer-songwriter, 3409 / 9131, 0.37\n",
+      "OK: Hikmet Karaman, score: 448.850616, desc: Turkish football manager, 3410 / 9131, 0.37\n",
+      "OK: Hilary Knight, score: 462.225189, desc: Ice hockey forward, 3411 / 9131, 0.37\n",
+      "OK: Hilary Mantel, score: 514.729919, desc: Writer, 3412 / 9131, 0.37\n",
+      "OK: Hilary Rhoda, score: 504.785248, desc: American model, 3413 / 9131, 0.37\n",
+      "OK: Hilary Rosen, score: 415.910858, desc: American pundit, 3414 / 9131, 0.37\n",
+      "OK: Hilary Shepard, score: 399.629578, desc: American actress, 3415 / 9131, 0.37\n",
+      "OK: Hilda Khalife, score: 355.289581, desc: Presenter, 3416 / 9131, 0.37\n",
+      "OK: Hilde Crevits, score: 372.689026, desc: Belgian Politician, 3417 / 9131, 0.37\n",
+      "OK: Hilde Mattheis, score: 290.353485, desc: Member of the Bundestag, 3418 / 9131, 0.37\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Hillary Rodham Clinton, score: 1706.230591, desc: Former First Lady of the United States, 3419 / 9131, 0.37\n",
+      "OK: Hillary Scott, score: 622.986328, desc: American singer-songwriter, 3420 / 9131, 0.37\n",
+      "OK: Himesh Reshammiya, score: 704.682495, desc: Indian music director, 3421 / 9131, 0.37\n",
+      "OK: Hipólito Mejía, score: 461.831787, desc: Former President of the Dominican Republic, 3422 / 9131, 0.37\n",
+      "OK: Hiro Mizushima, score: 517.629517, desc: Japanese actor, 3423 / 9131, 0.37\n",
+      "OK: Hiroki Aiba, score: 410.084106, desc: Japanese actor, 3424 / 9131, 0.37\n",
+      "OK: Hiroshi Tamaki, score: 587.953735, desc: Japanese actor, 3425 / 9131, 0.38\n",
+      "OK: Hiten Tejwani, score: 522.594421, desc: Indian television actor, 3426 / 9131, 0.38\n",
+      "OK: Hitomi Shimatani, score: 530.758179, desc: Japanese singer, 3427 / 9131, 0.38\n",
+      "OK: Hizaki, score: 38.108013, desc: Japanese musician, 3428 / 9131, 0.38\n",
+      "OK: Hoang Phuc, score: 332.615936, desc: Vietnamese singer, 3429 / 9131, 0.38\n",
+      "OK: Hoda Kotb, score: 572.981323, desc: Broadcaster, 3430 / 9131, 0.38\n",
+      "OK: Holiday Reinhorn, score: 426.025146, desc: American fiction writer, 3431 / 9131, 0.38\n",
+      "OK: Hollie Winnard, score: 294.030029, desc: Actor, 3432 / 9131, 0.38\n",
+      "OK: Holly Golightly, score: 506.996277, desc: Singer, 3433 / 9131, 0.38\n",
+      "OK: Holly Hunter, score: 705.123779, desc: American actress, 3434 / 9131, 0.38\n",
+      "OK: Holly Madison, score: 537.614136, desc: Model, 3435 / 9131, 0.38\n",
+      "OK: Holly Robinson Peete, score: 722.420776, desc: American actress, 3436 / 9131, 0.38\n",
+      "OK: Holly Weber, score: 391.344177, desc: American glamour model, 3437 / 9131, 0.38\n",
+      "OK: Holly Willoughby, score: 608.887024, desc: Television presenter, 3438 / 9131, 0.38\n",
+      "OK: Homer Bailey, score: 506.449799, desc: Baseball pitcher, 3439 / 9131, 0.38\n",
+      "OK: Hong Soo-hyun, score: 634.306946, desc: South Korean actress, 3440 / 9131, 0.38\n",
+      "OK: Hor Namhong, score: 314.84903, desc: Cambodian diplomat, 3441 / 9131, 0.38\n",
+      "OK: Horaţiu Mălăele, score: 401.885742, desc: Romanian actor, 3442 / 9131, 0.38\n",
+      "OK: Horst Köhler, score: 560.324402, desc: Former President of Germany, 3443 / 9131, 0.38\n",
+      "OK: Horst Seehofer, score: 659.077515, desc: Federal Minister of the Interior (Germany), 3444 / 9131, 0.38\n",
+      "OK: Howard Carpendale, score: 554.605225, desc: German-South African singer, 3445 / 9131, 0.38\n",
+      "OK: Howard Webb, score: 538.463135, desc: Football referee, 3446 / 9131, 0.38\n",
+      "OK: Howie Dorough, score: 519.268005, desc: American singer-songwriter, 3447 / 9131, 0.38\n",
+      "OK: Hoàng Hải, score: 357.421417, desc: Vietnamese singer, 3448 / 9131, 0.38\n",
+      "OK: Hoàng Thùy Linh, score: 653.226624, desc: Vietnamese actress, 3449 / 9131, 0.38\n",
+      "OK: Hoàng Trung Hải, score: 545.313843, desc: Vietnamese Politician, 3450 / 9131, 0.38\n",
+      "OK: Hrishitaa Bhatt, score: 429.746063, desc: Indian actress, 3451 / 9131, 0.38\n",
+      "OK: Huang Yi, score: 446.796051, desc: Actress, 3452 / 9131, 0.38\n",
+      "OK: Hubert Fournier, score: 384.48407, desc: French football manager, 3453 / 9131, 0.38\n",
+      "OK: Hubert Urbański, score: 418.745636, desc: Polish actor, 3454 / 9131, 0.38\n",
+      "OK: Hugh Dennis, score: 505.81778, desc: Comedian, 3455 / 9131, 0.38\n",
+      "OK: Hugh Fearnley-Whittingstall, score: 639.853271, desc: Celebrity chef, 3456 / 9131, 0.38\n",
+      "OK: Hugo Lloris, score: 719.710632, desc: French soccer player, 3457 / 9131, 0.38\n",
+      "OK: Hugo Moyano, score: 429.310913, desc: President of Independiente, 3458 / 9131, 0.38\n",
+      "OK: Hugo Silva, score: 456.671509, desc: Spanish actor, 3459 / 9131, 0.38\n",
+      "OK: Humaima Malik, score: 439.039001, desc: Pakistani actress, 3460 / 9131, 0.38\n",
+      "OK: Humberto De la Calle, score: 790.393555, desc: Colombian lawyer, 3461 / 9131, 0.38\n",
+      "OK: Humberto Gessinger, score: 436.196655, desc: Singer, 3462 / 9131, 0.38\n",
+      "OK: Humberto Suazo, score: 502.749268, desc: Chilean soccer player, 3463 / 9131, 0.38\n",
+      "OK: Hunter Pence, score: 528.400452, desc: Baseball right fielder, 3464 / 9131, 0.38\n",
+      "OK: Huo Siyan, score: 425.134369, desc: Chinese actress, 3465 / 9131, 0.38\n",
+      "OK: Huub Stevens, score: 475.728149, desc: Football manager, 3466 / 9131, 0.38\n",
+      "OK: Hyun Bin, score: 572.806152, desc: South Korean actor, 3467 / 9131, 0.38\n",
+      "OK: Hà Anh Tuấn, score: 530.035889, desc: Singer, 3468 / 9131, 0.38\n",
+      "OK: Håvard Nordtveit, score: 459.619263, desc: Norwegian soccer player, 3469 / 9131, 0.38\n",
+      "OK: Héctor Barberá, score: 477.197479, desc: Spanish motorcycle road racer, 3470 / 9131, 0.38\n",
+      "OK: Héctor Mancilla, score: 430.211761, desc: Soccer player, 3471 / 9131, 0.38\n",
+      "OK: Héctor Timerman, score: 393.312469, desc: Argentine journalist, 3472 / 9131, 0.38\n",
+      "OK: Hélder Postiga, score: 511.095337, desc: Portuguese soccer player, 3473 / 9131, 0.38\n",
+      "OK: Héloïse Guérin, score: 354.723724, desc: French model, 3474 / 9131, 0.38\n",
+      "OK: Hélène Ségara, score: 584.330872, desc: Singer, 3475 / 9131, 0.38\n",
+      "OK: Hélène de Fougerolles, score: 603.29834, desc: French actress, 3476 / 9131, 0.38\n",
+      "OK: Iago Falque, score: 530.649963, desc: Spanish soccer player, 3477 / 9131, 0.38\n",
+      "OK: Ian Anthony Dale, score: 639.046875, desc: American actor, 3478 / 9131, 0.38\n",
+      "OK: Ian Hecox, score: 724.881104, desc: Comedy group, 3479 / 9131, 0.38\n",
+      "OK: Ian Holloway, score: 500.565857, desc: Football manager, 3480 / 9131, 0.38\n",
+      "OK: Ian Kinsler, score: 551.319824, desc: Baseball second baseman, 3481 / 9131, 0.38\n",
+      "OK: Ian McKellen, score: 880.139587, desc: Actor, 3482 / 9131, 0.38\n",
+      "OK: Ian McShane, score: 613.864441, desc: Actor, 3483 / 9131, 0.38\n",
+      "OK: Ian Poulter, score: 577.193298, desc: Professional golfer, 3484 / 9131, 0.38\n",
+      "OK: Ian Rankin, score: 521.86615, desc: Writer, 3485 / 9131, 0.38\n",
+      "OK: Ian Ziering, score: 535.180176, desc: American actor, 3486 / 9131, 0.38\n",
+      "OK: Ibrahim Afellay, score: 540.411926, desc: Soccer player, 3487 / 9131, 0.38\n",
+      "OK: Ibrahim Boubacar Keïta, score: 737.669678, desc: President of Mali, 3488 / 9131, 0.38\n",
+      "OK: Ibrahim Lipumba, score: 326.391113, desc: Tanzanian economist, 3489 / 9131, 0.38\n",
+      "OK: Ice Cube, score: 790.108826, desc: American rapper, 3490 / 9131, 0.38\n",
+      "OK: Ice-T, score: 919.877197, desc: American musician, 3491 / 9131, 0.38\n",
+      "OK: Ichirō Ozawa, score: 511.584351, desc: President of the People's Life Party, 3492 / 9131, 0.38\n",
+      "OK: Ida Corr, score: 469.66037, desc: Danish singer-songwriter, 3493 / 9131, 0.38\n",
+      "OK: Idan Raichel, score: 494.110199, desc: Israeli singer-songwriter, 3494 / 9131, 0.38\n",
+      "OK: Idris Jusoh, score: 402.688049, desc: Member of the Malaysian House of Representatives, 3495 / 9131, 0.38\n",
+      "OK: Idriss Déby, score: 538.475769, desc: President of Chad, 3496 / 9131, 0.38\n",
+      "OK: Idrissa Seck, score: 406.675964, desc: Senegalese Politician, 3497 / 9131, 0.38\n",
+      "OK: Iekeliene Stange, score: 311.420746, desc: Dutch fashion model, 3498 / 9131, 0.38\n",
+      "OK: Iga Wyrwał, score: 472.587036, desc: Polish actress, 3499 / 9131, 0.38\n",
+      "OK: Ignazio La Russa, score: 559.646362, desc: Italian Politician, 3500 / 9131, 0.38\n",
+      "OK: Igor Akinfeev, score: 645.430115, desc: Russian soccer player, 3501 / 9131, 0.38\n",
+      "OK: Igor Denisov, score: 471.082825, desc: Russian soccer player, 3502 / 9131, 0.38\n",
+      "OK: Igor Rakočević, score: 440.823914, desc: Serbian basketball player, 3503 / 9131, 0.38\n",
+      "OK: Igor de Camargo, score: 588.128662, desc: Soccer player, 3504 / 9131, 0.38\n",
+      "OK: Igor Štimac, score: 516.991882, desc: Croatian football coach, 3505 / 9131, 0.38\n",
+      "OK: Iina Kuustonen, score: 409.350769, desc: Finnish actress, 3506 / 9131, 0.38\n",
+      "OK: Ike Barinholtz, score: 552.713257, desc: American comedian, 3507 / 9131, 0.38\n",
+      "OK: Ike Davis, score: 436.808258, desc: Baseball first baseman, 3508 / 9131, 0.38\n",
+      "OK: Iker Jiménez, score: 465.697052, desc: Spanish journalist, 3509 / 9131, 0.38\n",
+      "OK: Ikki Twins, score: 285.266205, desc: Television actor, 3510 / 9131, 0.38\n",
+      "OK: Ilary Blasi, score: 530.664001, desc: Italian showgirl, 3511 / 9131, 0.38\n",
+      "OK: Ileana DCruz, score: 294.421356, desc: Indian film actress, 3512 / 9131, 0.38\n",
+      "OK: Ileana Ros-Lehtinen, score: 815.121887, desc: U.S. Representative, 3513 / 9131, 0.38\n",
+      "OK: Ilkka Kanerva, score: 383.948456, desc: Finnish Politician, 3514 / 9131, 0.38\n",
+      "OK: Im Soo-jung, score: 647.192017, desc: South Korean actress, 3515 / 9131, 0.38\n",
+      "OK: Iman Ali, score: 433.070007, desc: Pakistani actress, 3516 / 9131, 0.39\n",
+      "OK: Iman Shumpert, score: 571.937622, desc: American basketball player, 3517 / 9131, 0.39\n",
+      "OK: Imanol Harinordoquy, score: 418.174561, desc: French rugby player, 3518 / 9131, 0.39\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Immortal Technique, score: 543.588623, desc: American-Peruvian hip-hop artist, 3519 / 9131, 0.39\n",
+      "OK: Imogen Bailey, score: 397.220276, desc: Australian model, 3520 / 9131, 0.39\n",
+      "OK: Imogen Lloyd Webber, score: 506.890259, desc: British author, 3521 / 9131, 0.39\n",
+      "OK: Imran Abbas, score: 538.694702, desc: Pakistani actor, 3522 / 9131, 0.39\n",
+      "OK: Imran Hashmi, score: 179.443741, desc: Pakistani soccer player, 3523 / 9131, 0.39\n",
+      "OK: In-Kyung Kim, score: 416.313843, desc: South Korean professional golfer, 3524 / 9131, 0.39\n",
+      "OK: Inbee Park, score: 496.545502, desc: South Korean professional golfer, 3525 / 9131, 0.39\n",
+      "OK: India.Arie, score: 44.197247, desc: American singer-songwriter, 3526 / 9131, 0.39\n",
+      "OK: Indiana Evans, score: 557.024048, desc: Australian actress, 3527 / 9131, 0.39\n",
+      "OK: Indira Radić, score: 470.570648, desc: Singer, 3528 / 9131, 0.39\n",
+      "OK: Indira Vladić, score: 261.613739, desc: Croatian singer, 3529 / 9131, 0.39\n",
+      "OK: Indraneil Sengupta, score: 469.288574, desc: Indian film actor, 3530 / 9131, 0.39\n",
+      "OK: Indrani Haldar, score: 446.889709, desc: Indian actress, 3531 / 9131, 0.39\n",
+      "OK: Ines Sainz Gallo, score: 494.263947, desc: Mexican journalist, 3532 / 9131, 0.39\n",
+      "OK: Inga Marte Thorkildsen, score: 610.597168, desc: Norwegian Politician, 3533 / 9131, 0.39\n",
+      "OK: Inger Støjberg, score: 443.054016, desc: Danish member of Parliament, 3534 / 9131, 0.39\n",
+      "OK: Ingo Rademacher, score: 412.151184, desc: Australian-German television actor, 3535 / 9131, 0.39\n",
+      "OK: Ingrid Coronado, score: 483.187073, desc: Mexican television personality, 3536 / 9131, 0.39\n",
+      "OK: Ingvild Flugstad Østberg, score: 599.367065, desc: Norwegian cross-country skier, 3537 / 9131, 0.39\n",
+      "OK: Inka Bause, score: 473.200134, desc: Singer, 3538 / 9131, 0.39\n",
+      "OK: Inma Cuesta, score: 502.681122, desc: Spanish television actress, 3539 / 9131, 0.39\n",
+      "OK: Inma Shara, score: 329.952942, desc: Spanish conductor, 3540 / 9131, 0.39\n",
+      "OK: Inès de La Fressange, score: 884.798767, desc: French model, 3541 / 9131, 0.39\n",
+      "OK: Inés Gómez Mont, score: 611.43158, desc: Mexican television host, 3542 / 9131, 0.39\n",
+      "OK: Inés Rivero, score: 436.720947, desc: Model, 3543 / 9131, 0.39\n",
+      "OK: Inés Sastre, score: 470.862335, desc: Spanish model, 3544 / 9131, 0.39\n",
+      "OK: Ioan Gruffudd, score: 582.451965, desc: Actor, 3545 / 9131, 0.39\n",
+      "OK: Ione Skye, score: 502.496979, desc: American-British actress, 3546 / 9131, 0.39\n",
+      "OK: Ionuț Iftimoaie, score: 350.626831, desc: , 3547 / 9131, 0.39\n",
+      "OK: Ireen Wüst, score: 516.272522, desc: Dutch speed skater, 3548 / 9131, 0.39\n",
+      "OK: Irena Santor, score: 466.585175, desc: Polish singer, 3549 / 9131, 0.39\n",
+      "OK: Irene Escolar, score: 481.041992, desc: Spanish actress, 3550 / 9131, 0.39\n",
+      "OK: Irene Fornaciari, score: 408.15744, desc: Italian singer, 3551 / 9131, 0.39\n",
+      "OK: Irene Moors, score: 395.544373, desc: Dutch comedian, 3552 / 9131, 0.39\n",
+      "OK: Irfan Bachdim, score: 479.667358, desc: Soccer player, 3553 / 9131, 0.39\n",
+      "OK: Irfan Pathan, score: 550.815979, desc: Indian cricketer, 3554 / 9131, 0.39\n",
+      "OK: Irina Antonenko, score: 436.376343, desc: Russian actress, 3555 / 9131, 0.39\n",
+      "OK: Irina Björklund, score: 455.864319, desc: Actress, 3556 / 9131, 0.39\n",
+      "OK: Irina Nikolaeva, score: 226.701187, desc: Russian figure skater, 3557 / 9131, 0.39\n",
+      "OK: Irina Pantaeva, score: 408.943756, desc: Russian model, 3558 / 9131, 0.39\n",
+      "OK: Irina Sharipova, score: 409.695221, desc: Russian model, 3559 / 9131, 0.39\n",
+      "OK: Irina Voronina, score: 439.499054, desc: Russian model, 3560 / 9131, 0.39\n",
+      "OK: Iris Berben, score: 523.0271, desc: Actress, 3561 / 9131, 0.39\n",
+      "OK: Iris Strubegger, score: 330.959015, desc: Austrian model, 3562 / 9131, 0.39\n",
+      "OK: Irmelin Indenbirken, score: 390.181824, desc: Leonardo DiCaprio's mother, 3563 / 9131, 0.39\n",
+      "OK: Irvin Mayfield, score: 399.393799, desc: American trumpeter, 3564 / 9131, 0.39\n",
+      "OK: Irwin Keyes, score: 383.529968, desc: American actor, 3565 / 9131, 0.39\n",
+      "OK: Irán Castillo, score: 484.586517, desc: Mexican actress, 3566 / 9131, 0.39\n",
+      "OK: Isaac Hayes, score: 682.163879, desc: American singer-songwriter, 3567 / 9131, 0.39\n",
+      "OK: Isaac Herzog, score: 442.006653, desc: Chairman of the Israeli Labor Party, 3568 / 9131, 0.39\n",
+      "OK: Isabel Varell, score: 449.75116, desc: German singer, 3569 / 9131, 0.39\n",
+      "OK: Isabeli Fontana, score: 597.816589, desc: Brazilian model, 3570 / 9131, 0.39\n",
+      "OK: Isabella Ferrari, score: 460.801575, desc: Italian actress, 3571 / 9131, 0.39\n",
+      "OK: Isabella Löwengrip, score: 528.594055, desc: Swedish entrepreneur, 3572 / 9131, 0.39\n",
+      "OK: Isabella Ragonese, score: 452.02002, desc: Italian actress, 3573 / 9131, 0.39\n",
+      "OK: Isabella Rossellini, score: 621.429077, desc: Actress, 3574 / 9131, 0.39\n",
+      "OK: Isabelle Fuhrman, score: 572.260742, desc: American actress, 3575 / 9131, 0.39\n",
+      "OK: Isabelle Mergault, score: 435.71701, desc: French actress, 3576 / 9131, 0.39\n",
+      "OK: Isaiah Thomas, score: 660.526733, desc: American basketball player, 3577 / 9131, 0.39\n",
+      "OK: Isaiah Washington, score: 601.563232, desc: Actor, 3578 / 9131, 0.39\n",
+      "OK: Isha Koppikar, score: 507.401031, desc: Indian actress, 3579 / 9131, 0.39\n",
+      "OK: Isha Sharvani, score: 429.896179, desc: Indian dancer, 3580 / 9131, 0.39\n",
+      "OK: Ishant Sharma, score: 508.286469, desc: Indian cricketer, 3581 / 9131, 0.39\n",
+      "OK: Ishe Smith, score: 385.870972, desc: American boxer, 3582 / 9131, 0.39\n",
+      "OK: Islam Karimov, score: 536.848022, desc: Former President of Uzbek SSR, 3583 / 9131, 0.39\n",
+      "OK: Ismael Blanco, score: 444.83844, desc: Argentine soccer player, 3584 / 9131, 0.39\n",
+      "OK: Ismail Haniyeh, score: 476.7258, desc: Former Prime Minister of the Palestinian National Authority, 3585 / 9131, 0.39\n",
+      "OK: Israel Broussard, score: 543.530579, desc: American actor, 3586 / 9131, 0.39\n",
+      "OK: Israel Folau, score: 515.733521, desc: Australian australian rules footballer, 3587 / 9131, 0.39\n",
+      "OK: Israel Idonije, score: 369.440552, desc: Football defensive end, 3588 / 9131, 0.39\n",
+      "OK: Issac Luke, score: 470.474976, desc: Rugby league hooker, 3589 / 9131, 0.39\n",
+      "OK: Itsunori Onodera, score: 411.070923, desc: Minister of Defense, 3590 / 9131, 0.39\n",
+      "OK: Iva Frühlingová, score: 371.571411, desc: Singer, 3591 / 9131, 0.39\n",
+      "OK: Iva Janžurová, score: 437.414307, desc: Czech actress, 3592 / 9131, 0.39\n",
+      "OK: Iva Pazderková, score: 337.523773, desc: Actress, 3593 / 9131, 0.39\n",
+      "OK: Ivan Basso, score: 492.225433, desc: Italian bicycler, 3594 / 9131, 0.39\n",
+      "OK: Ivan Demidov, score: 316.943878, desc: , 3595 / 9131, 0.39\n",
+      "OK: Ivan Gašparovič, score: 414.639954, desc: Former President of Slovakia, 3596 / 9131, 0.39\n",
+      "OK: Ivan Koloff, score: 525.003906, desc: Canadian professional wrestler, 3597 / 9131, 0.39\n",
+      "OK: Ivan Mikloš, score: 363.34259, desc: Slovak Politician, 3598 / 9131, 0.39\n",
+      "OK: Ivan Miljković, score: 422.447083, desc: Serbian volleyball player, 3599 / 9131, 0.39\n",
+      "OK: Ivan Perišić, score: 694.41925, desc: Croatian soccer player, 3600 / 9131, 0.39\n",
+      "OK: Ivan Urgant, score: 527.729431, desc: Television host, 3601 / 9131, 0.39\n",
+      "OK: Ivana Gottová, score: 336.428253, desc: Karel Gott's wife, 3602 / 9131, 0.39\n",
+      "OK: Ivana Trump, score: 641.046448, desc: Model, 3603 / 9131, 0.39\n",
+      "OK: Iveta Lutovská, score: 379.56604, desc: Czech model, 3604 / 9131, 0.39\n",
+      "OK: Iveta Radičová, score: 388.568146, desc: Former Prime Minister of Slovakia, 3605 / 9131, 0.39\n",
+      "OK: Ivica Dačić, score: 512.354126, desc: Serbian Politician, 3606 / 9131, 0.39\n",
+      "OK: Ivica Vastić, score: 474.619141, desc: Soccer midfielder, 3607 / 9131, 0.40\n",
+      "OK: Ivo Josipović, score: 515.12854, desc: Former President of Croatia, 3608 / 9131, 0.40\n",
+      "OK: Ivonne Montero, score: 471.315613, desc: Mexican actress, 3609 / 9131, 0.40\n",
+      "OK: Ivory Latta, score: 435.920624, desc: American basketball player, 3610 / 9131, 0.40\n",
+      "OK: Iván Zamorano, score: 580.987366, desc: Soccer striker, 3611 / 9131, 0.40\n",
+      "OK: Iyanla Vanzant, score: 516.798828, desc: American inspirational speaker, 3612 / 9131, 0.40\n",
+      "OK: Izabel Goulart, score: 647.763916, desc: Brazilian model, 3613 / 9131, 0.40\n",
+      "OK: Iñaki Azkuna, score: 341.977203, desc: Former Mayor of Bilbao, 3614 / 9131, 0.40\n",
+      "OK: Iñaki Gabilondo, score: 446.326935, desc: Spanish journalist, 3615 / 9131, 0.40\n",
+      "OK: J Alvarez, score: 566.496338, desc: Puerto Rican singer, 3616 / 9131, 0.40\n",
+      "OK: JB Smoove, score: 223.096542, desc: American actor, 3617 / 9131, 0.40\n",
+      "OK: JD Chakravarthy, score: 196.706619, desc: Indian film actor, 3618 / 9131, 0.40\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: J. Holiday, score: 465.418854, desc: American singer, 3619 / 9131, 0.40\n",
+      "OK: JJ Redick, score: 622.422363, desc: American basketball player, 3620 / 9131, 0.40\n",
+      "OK: JJ Watt, score: 281.937531, desc: Football defensive end, 3621 / 9131, 0.40\n",
+      "OK: JR Smith, score: 412.88028, desc: American religious leader, 3622 / 9131, 0.40\n",
+      "OK: J.R. Martinez, score: 397.403656, desc: American actor, 3623 / 9131, 0.40\n",
+      "OK: JC Chasez, score: 568.049805, desc: American singer-songwriter, 3624 / 9131, 0.40\n",
+      "OK: Ja Rule, score: 793.786987, desc: American rapper, 3625 / 9131, 0.40\n",
+      "OK: Jacek Kurski, score: 449.980286, desc: Polish Politician, 3626 / 9131, 0.40\n",
+      "OK: Jacek Rostowski, score: 457.917358, desc: Economist, 3627 / 9131, 0.40\n",
+      "OK: Jacek Rozenek, score: 372.523163, desc: Actor, 3628 / 9131, 0.40\n",
+      "OK: Jack Bauer, score: 542.718262, desc: Fictional character, 3629 / 9131, 0.40\n",
+      "OK: Jack Butland, score: 595.013123, desc: Soccer player, 3630 / 9131, 0.40\n",
+      "OK: Jack Del Rio, score: 695.924194, desc: Football coach, 3631 / 9131, 0.40\n",
+      "OK: Jack Gleeson, score: 537.113403, desc: Irish actor, 3632 / 9131, 0.40\n",
+      "OK: Jack Harries, score: 244.528778, desc: British actor, 3633 / 9131, 0.40\n",
+      "OK: Jack Layton, score: 511.513611, desc: Former Member of the Canadian House of Commons, 3634 / 9131, 0.40\n",
+      "OK: Jack Lew, score: 482.205261, desc: Former United States Secretary of the Treasury, 3635 / 9131, 0.40\n",
+      "OK: Jack Mackenroth, score: 442.582611, desc: American swimmer, 3636 / 9131, 0.40\n",
+      "OK: Jack McGee, score: 418.303986, desc: American television actor, 3637 / 9131, 0.40\n",
+      "OK: Jack Osbourne, score: 556.38031, desc: Ozzy Osbourne's son, 3638 / 9131, 0.40\n",
+      "OK: Jack Riewoldt, score: 537.541748, desc: Australian rules footballer, 3639 / 9131, 0.40\n",
+      "OK: Jack Savoretti, score: 480.048737, desc: Singer, 3640 / 9131, 0.40\n",
+      "OK: Jack Sock, score: 662.493042, desc: American tennis player, 3641 / 9131, 0.40\n",
+      "OK: Jack Straw, score: 613.192505, desc: Politician, 3642 / 9131, 0.40\n",
+      "OK: Jack Tweed, score: 340.512787, desc: British-English TV personality, 3643 / 9131, 0.40\n",
+      "OK: Jack Wagner, score: 546.244568, desc: American actor, 3644 / 9131, 0.40\n",
+      "OK: Jack White, score: 854.310608, desc: American singer-songwriter, 3645 / 9131, 0.40\n",
+      "OK: Jack Wilshere, score: 683.039124, desc: Soccer player, 3646 / 9131, 0.40\n",
+      "OK: Jackie Appiah, score: 455.433228, desc: Ghanaian actress, 3647 / 9131, 0.40\n",
+      "OK: Jackie Collins, score: 506.147369, desc: Novelist, 3648 / 9131, 0.40\n",
+      "OK: Jackie Gayda, score: 413.733948, desc: American professional wrestler, 3649 / 9131, 0.40\n",
+      "OK: Jackie Rice, score: 434.204071, desc: Filipino actress, 3650 / 9131, 0.40\n",
+      "OK: Jackie Robinson, score: 939.043579, desc: American professional baseball player, 3651 / 9131, 0.40\n",
+      "OK: Jackson Antunes, score: 332.481781, desc: Record producer, 3652 / 9131, 0.40\n",
+      "OK: Jackson Browne, score: 662.685669, desc: Singer-songwriter, 3653 / 9131, 0.40\n",
+      "OK: Jaclyn Smith, score: 580.879822, desc: American actress, 3654 / 9131, 0.40\n",
+      "OK: Jacob Hoggard, score: 479.724335, desc: Singer, 3655 / 9131, 0.40\n",
+      "OK: Jacoby Ellsbury, score: 576.578857, desc: Baseball center fielder, 3656 / 9131, 0.40\n",
+      "OK: Jacoby Shaddix, score: 493.107513, desc: American musician, 3657 / 9131, 0.40\n",
+      "OK: Jacque Vaughn, score: 411.590332, desc: American basketball player, 3658 / 9131, 0.40\n",
+      "OK: Jacqueline Jossa, score: 495.368652, desc: English actress, 3659 / 9131, 0.40\n",
+      "OK: Jacqueline van Rysselberghe, score: 516.914429, desc: Party leader of the Independent Democratic Union, 3660 / 9131, 0.40\n",
+      "OK: Jacques Gamblin, score: 443.651245, desc: French actor, 3661 / 9131, 0.40\n",
+      "OK: Jacques Rogge, score: 433.898041, desc: Belgian physician, 3662 / 9131, 0.40\n",
+      "OK: Jacques Villeret, score: 508.631104, desc: French actor, 3663 / 9131, 0.40\n",
+      "OK: Jacques Zoua, score: 447.567993, desc: Cameroonian soccer player, 3664 / 9131, 0.40\n",
+      "OK: Jada Pinkett Smith, score: 941.254089, desc: American actress, 3665 / 9131, 0.40\n",
+      "OK: Jade Dernbach, score: 406.022675, desc: Cricketer, 3666 / 9131, 0.40\n",
+      "OK: Jade Ewen, score: 472.010742, desc: Singer, 3667 / 9131, 0.40\n",
+      "OK: Jade Parfitt, score: 328.876251, desc: British model, 3668 / 9131, 0.40\n",
+      "OK: Jadranka Kosor, score: 459.203217, desc: Croatian Politician, 3669 / 9131, 0.40\n",
+      "OK: Jadwiga Staniszkis, score: 398.615479, desc: Polish sociologist, 3670 / 9131, 0.40\n",
+      "OK: Jagmohan Dalmiya, score: 386.130554, desc: , 3671 / 9131, 0.40\n",
+      "OK: Jai Rodriguez, score: 435.845856, desc: American actor, 3672 / 9131, 0.40\n",
+      "OK: Jaime Alguersuari, score: 461.502258, desc: Spanish racing driver, 3673 / 9131, 0.40\n",
+      "OK: Jaime Faith Edmondson, score: 454.066406, desc: American police officer, 3674 / 9131, 0.40\n",
+      "OK: Jaime Murray, score: 537.744019, desc: English actress, 3675 / 9131, 0.40\n",
+      "OK: Jaime Nebot, score: 384.632965, desc: Politician, 3676 / 9131, 0.40\n",
+      "OK: Jaime Pressly, score: 600.060669, desc: American actress, 3677 / 9131, 0.40\n",
+      "OK: Jaime Ray Newman, score: 650.210876, desc: American actress, 3678 / 9131, 0.40\n",
+      "OK: Jaimie Alexander, score: 574.164429, desc: American actress, 3679 / 9131, 0.40\n",
+      "OK: Jairam Ramesh, score: 471.607483, desc: Member of Parliament, Rajya Sabha, 3680 / 9131, 0.40\n",
+      "OK: Jake Gyllenhaal, score: 738.432556, desc: American actor, 3681 / 9131, 0.40\n",
+      "OK: Jake Owen, score: 578.245483, desc: American singer-songwriter, 3682 / 9131, 0.40\n",
+      "OK: Jake Pavelka, score: 450.299133, desc: American pilot, 3683 / 9131, 0.40\n",
+      "OK: Jake Silbermann, score: 352.358765, desc: American actor, 3684 / 9131, 0.40\n",
+      "OK: Jake Tapper, score: 592.377869, desc: American journalist, 3685 / 9131, 0.40\n",
+      "OK: Jake Weber, score: 497.941467, desc: Actor, 3686 / 9131, 0.40\n",
+      "OK: Jakob Dylan, score: 621.160706, desc: American singer-songwriter, 3687 / 9131, 0.40\n",
+      "OK: Jakub Błaszczykowski, score: 615.127136, desc: Polish soccer player, 3688 / 9131, 0.40\n",
+      "OK: Jakub Gierszał, score: 460.117157, desc: Polish actor, 3689 / 9131, 0.40\n",
+      "OK: Jakub Kosecki, score: 447.124054, desc: Polish soccer player, 3690 / 9131, 0.40\n",
+      "OK: Jakub Rzeźniczak, score: 437.123657, desc: Soccer defender, 3691 / 9131, 0.40\n",
+      "OK: Jakub Smolík, score: 347.460144, desc: Czech singer, 3692 / 9131, 0.40\n",
+      "OK: Jakub Voráček, score: 453.099884, desc: Ice hockey winger, 3693 / 9131, 0.40\n",
+      "OK: Jakub Wawrzyniak, score: 477.637787, desc: Polish soccer player, 3694 / 9131, 0.40\n",
+      "OK: Jaleel White, score: 555.620239, desc: American actor, 3695 / 9131, 0.40\n",
+      "OK: Jalil Lespert, score: 446.768097, desc: French actor, 3696 / 9131, 0.40\n",
+      "OK: Jamal Crawford, score: 608.824341, desc: American basketball player, 3697 / 9131, 0.40\n",
+      "OK: Jameer Nelson, score: 526.566711, desc: American basketball player, 3698 / 9131, 0.40\n",
+      "OK: Jamelia, score: 44.402729, desc: British recording artist, 3699 / 9131, 0.41\n",
+      "OK: James Arthur, score: 620.91272, desc: Singer-songwriter, 3700 / 9131, 0.41\n",
+      "OK: James Brolin, score: 624.843811, desc: American actor, 3701 / 9131, 0.41\n",
+      "OK: James Cameron, score: 723.033997, desc: Canadian filmmaker, 3702 / 9131, 0.41\n",
+      "OK: James Cracknell, score: 538.946777, desc: British athlete, 3703 / 9131, 0.41\n",
+      "OK: James DArcy, score: 234.81105, desc: , 3704 / 9131, 0.41\n",
+      "OK: James Dasaolu, score: 389.768036, desc: British athlete, 3705 / 9131, 0.41\n",
+      "OK: James DeGale, score: 504.608276, desc: British professional boxer, 3706 / 9131, 0.41\n",
+      "OK: James Dimon, score: 287.484711, desc: CEO of JPMorgan Chase, 3707 / 9131, 0.41\n",
+      "OK: James F. Amos, score: 687.725037, desc: Commandant of the Marine Corps of the US Marines, 3708 / 9131, 0.41\n",
+      "OK: James Franco, score: 754.671387, desc: American actor, 3709 / 9131, 0.41\n",
+      "OK: James Harden, score: 717.619812, desc: American basketball player, 3710 / 9131, 0.41\n",
+      "OK: James Haskell, score: 468.675598, desc: Rugby player, 3711 / 9131, 0.41\n",
+      "OK: James Hinchcliffe, score: 508.552704, desc: Canadian race car driver, 3712 / 9131, 0.41\n",
+      "OK: James Hird, score: 538.71936, desc: Australian rules football player, 3713 / 9131, 0.41\n",
+      "OK: James Horwill, score: 378.621216, desc: Australian rugby player, 3714 / 9131, 0.41\n",
+      "OK: James LaBrie, score: 506.174042, desc: Canadian vocalist, 3715 / 9131, 0.41\n",
+      "OK: James Magnussen, score: 450.538696, desc: Australian swimmer, 3716 / 9131, 0.41\n",
+      "OK: James Marsters, score: 568.984131, desc: American actor, 3717 / 9131, 0.41\n",
+      "OK: James Milner, score: 626.484924, desc: Soccer player, 3718 / 9131, 0.41\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: James Murdoch, score: 486.085785, desc: Chief Executive Officer of 21st Century Fox, 3719 / 9131, 0.41\n",
+      "OK: James Pickens Jr., score: 683.657227, desc: American actor, 3720 / 9131, 0.41\n",
+      "OK: James Rodríguez, score: 791.779541, desc: Colombian soccer player, 3721 / 9131, 0.41\n",
+      "OK: James Rousseau, score: 295.794342, desc: British model, 3722 / 9131, 0.41\n",
+      "OK: James Shields, score: 518.216187, desc: Baseball pitcher, 3723 / 9131, 0.41\n",
+      "OK: James Tupper, score: 478.161652, desc: Canadian actor, 3724 / 9131, 0.41\n",
+      "OK: James Van Der Beek, score: 989.494934, desc: American actor, 3725 / 9131, 0.41\n",
+      "OK: James Wolk, score: 459.77124, desc: American actor, 3726 / 9131, 0.41\n",
+      "OK: James Younghusband, score: 402.194763, desc: Soccer player, 3727 / 9131, 0.41\n",
+      "OK: Jamie Campbell Bower, score: 779.697327, desc: Actor, 3728 / 9131, 0.41\n",
+      "OK: Jamie Carragher, score: 572.510071, desc: Soccer player, 3729 / 9131, 0.41\n",
+      "OK: Jamie Colby, score: 432.270477, desc: American news anchor, 3730 / 9131, 0.41\n",
+      "OK: Jamie Dornan, score: 659.559631, desc: Actor, 3731 / 9131, 0.41\n",
+      "OK: Jamie Eason, score: 410.583069, desc: American model, 3732 / 9131, 0.41\n",
+      "OK: Jamie Fraser, score: 473.161224, desc: Fictional character, 3733 / 9131, 0.41\n",
+      "OK: Jamie Gunns, score: 326.416077, desc: British model, 3734 / 9131, 0.41\n",
+      "OK: Jamie Hector, score: 458.432037, desc: American actor, 3735 / 9131, 0.41\n",
+      "OK: Jamie Hince, score: 438.126953, desc: Guitarist, 3736 / 9131, 0.41\n",
+      "OK: Jamie Lee Curtis, score: 928.973572, desc: American actress, 3737 / 9131, 0.41\n",
+      "OK: Jamie Lomas, score: 440.167938, desc: English television actor, 3738 / 9131, 0.41\n",
+      "OK: Jamie Lynn Spears, score: 827.8703, desc: American actress, 3739 / 9131, 0.41\n",
+      "OK: Jamie Oliver, score: 673.498657, desc: British chef, 3740 / 9131, 0.41\n",
+      "OK: Jamie Redknapp, score: 561.678223, desc: Soccer player, 3741 / 9131, 0.41\n",
+      "OK: Jamie Soward, score: 414.712067, desc: Rugby league five-eighth, 3742 / 9131, 0.41\n",
+      "OK: Jamillette Gaxiola, score: 379.766174, desc: Cuban model, 3743 / 9131, 0.41\n",
+      "OK: Jan Björklund, score: 517.719666, desc: Former Deputy Prime Minister of Sweden, 3744 / 9131, 0.41\n",
+      "OK: Jan Brewer, score: 473.607147, desc: Former Governor of Arizona, 3745 / 9131, 0.41\n",
+      "OK: Jan Błachowicz, score: 452.347443, desc: Polish mixed martial artist, 3746 / 9131, 0.41\n",
+      "OK: Jan Eliasson, score: 468.367432, desc: Swedish diplomat, 3747 / 9131, 0.41\n",
+      "OK: Jan Fedder, score: 454.589691, desc: German actor, 3748 / 9131, 0.41\n",
+      "OK: Jan Hrušínský, score: 392.549744, desc: Actor, 3749 / 9131, 0.41\n",
+      "OK: Jan Jakub Kolski, score: 553.06665, desc: Polish film director, 3750 / 9131, 0.41\n",
+      "OK: Jan Josef Liefers, score: 684.965393, desc: Actor, 3751 / 9131, 0.41\n",
+      "OK: Jan Kulczyk, score: 446.788513, desc: Polish businessman, 3752 / 9131, 0.41\n",
+      "OK: Jan Maxwell, score: 403.481049, desc: American television actress, 3753 / 9131, 0.41\n",
+      "OK: Jan Mølby, score: 487.823364, desc: Danish soccer player, 3754 / 9131, 0.41\n",
+      "OK: Jan Peter Balkenende, score: 684.460083, desc: Former Prime Minister of the Netherlands, 3755 / 9131, 0.41\n",
+      "OK: Jan Tomaszewski, score: 495.447418, desc: Polish goalkeeper, 3756 / 9131, 0.41\n",
+      "OK: Jan Ullrich, score: 704.376099, desc: German bicycler, 3757 / 9131, 0.41\n",
+      "OK: Jan Vennegoor of Hesselink, score: 601.212585, desc: Dutch soccer player, 3758 / 9131, 0.41\n",
+      "OK: Jan Wieczorkowski, score: 338.100708, desc: Actor, 3759 / 9131, 0.41\n",
+      "OK: Jan Švejnar, score: 357.417603, desc: Economist, 3760 / 9131, 0.41\n",
+      "OK: Jan Železný, score: 505.666504, desc: Athlete, 3761 / 9131, 0.41\n",
+      "OK: Jana Bobošíková, score: 365.520264, desc: Former Member of the European Parliament, 3762 / 9131, 0.41\n",
+      "OK: Jana Ina, score: 459.222504, desc: TV show host, 3763 / 9131, 0.41\n",
+      "OK: Jana Svandová, score: 394.191864, desc: Actress, 3764 / 9131, 0.41\n",
+      "OK: Janani Iyer, score: 482.511566, desc: Indian actress, 3765 / 9131, 0.41\n",
+      "OK: Jane Goulding, score: 446.034088, desc: Singer-songwriter, 3766 / 9131, 0.41\n",
+      "OK: Jane Kaczmarek, score: 555.665405, desc: American actress, 3767 / 9131, 0.41\n",
+      "OK: Jane Krakowski, score: 623.758118, desc: American actress, 3768 / 9131, 0.41\n",
+      "OK: Jane McDonald, score: 516.844116, desc: English singer, 3769 / 9131, 0.41\n",
+      "OK: Janelle Monae, score: 714.50885, desc: American singer-songwriter, 3770 / 9131, 0.41\n",
+      "OK: Janet Napolitano, score: 498.252228, desc: Former Governor of Arizona, 3771 / 9131, 0.41\n",
+      "OK: Janet Yellen, score: 547.891479, desc: Former Chair of the Federal Reserve, 3772 / 9131, 0.41\n",
+      "OK: Janez Janša, score: 543.936157, desc: Former Prime Minister of Slovenia, 3773 / 9131, 0.41\n",
+      "OK: Janez Potočnik, score: 363.877625, desc: Slovenian Politician, 3774 / 9131, 0.41\n",
+      "OK: Jang Seo-hee, score: 604.486816, desc: South Korean actress, 3775 / 9131, 0.41\n",
+      "OK: Janica Kostelić, score: 480.563202, desc: Alpine ski racer, 3776 / 9131, 0.41\n",
+      "OK: Janina Hartwig, score: 439.64209, desc: German actress, 3777 / 9131, 0.41\n",
+      "OK: Janine Habeck, score: 423.067291, desc: German model, 3778 / 9131, 0.41\n",
+      "OK: Janine Kunze, score: 452.834961, desc: German actress, 3779 / 9131, 0.41\n",
+      "OK: Janko Tipsarević, score: 534.506775, desc: Serbian tennis player, 3780 / 9131, 0.41\n",
+      "OK: Janne Formoe, score: 350.871338, desc: Actor, 3781 / 9131, 0.41\n",
+      "OK: Janusz Palikot, score: 434.924927, desc: Polish Politician, 3782 / 9131, 0.41\n",
+      "OK: Jaqueline Khury, score: 316.405121, desc: Brazilian journalist, 3783 / 9131, 0.41\n",
+      "OK: Jaques Wagner, score: 435.330139, desc: Brazilian Politician, 3784 / 9131, 0.41\n",
+      "OK: Jarah Mariano, score: 444.6521, desc: American model, 3785 / 9131, 0.41\n",
+      "OK: Jared Borgetti, score: 512.710938, desc: Mexican soccer player, 3786 / 9131, 0.41\n",
+      "OK: Jared Followill, score: 506.066711, desc: Rock band, 3787 / 9131, 0.41\n",
+      "OK: Jared Kushner, score: 633.067993, desc: Senior Advisor to the President of the United States, 3788 / 9131, 0.41\n",
+      "OK: Jared Padalecki, score: 616.579529, desc: American actor, 3789 / 9131, 0.41\n",
+      "OK: Jared Sullinger, score: 513.209167, desc: American basketball player, 3790 / 9131, 0.42\n",
+      "OK: Jari Litmanen, score: 562.61377, desc: Finnish soccer player, 3791 / 9131, 0.42\n",
+      "OK: Jari Sillanpää, score: 530.006836, desc: Finnish-Swedish singer, 3792 / 9131, 0.42\n",
+      "OK: Jari-Matti Latvala, score: 691.39917, desc: Finnish rally driver, 3793 / 9131, 0.42\n",
+      "OK: Jarmila Gajdošová, score: 331.880371, desc: Australian-Slovak tennis player, 3794 / 9131, 0.42\n",
+      "OK: Jarome Iginla, score: 532.470703, desc: Canadian ice hockey player, 3795 / 9131, 0.42\n",
+      "OK: Jaromír Drábek, score: 286.215393, desc: Czech Politician, 3796 / 9131, 0.42\n",
+      "OK: Jaromír Jágr, score: 610.742493, desc: Ice hockey winger, 3797 / 9131, 0.42\n",
+      "OK: Jaromír Nohavica, score: 517.484741, desc: Czech songwriter, 3798 / 9131, 0.42\n",
+      "OK: Jaroslav Dušek, score: 383.355621, desc: Film actor, 3799 / 9131, 0.42\n",
+      "OK: Jaroslav Plašil, score: 489.701294, desc: Soccer player, 3800 / 9131, 0.42\n",
+      "OK: Jaroslav Svěcený, score: 299.841339, desc: , 3801 / 9131, 0.42\n",
+      "OK: Jarosław Gowin, score: 462.47818, desc: Polish Politician, 3802 / 9131, 0.42\n",
+      "OK: Jarret Stoll, score: 458.811646, desc: Canadian ice hockey player, 3803 / 9131, 0.42\n",
+      "OK: Jarrett Jack, score: 456.072327, desc: American basketball player, 3804 / 9131, 0.42\n",
+      "OK: Jarryd Hayne, score: 561.705872, desc: Rugby league rugby centre, 3805 / 9131, 0.42\n",
+      "OK: Jasmin Tabatabai, score: 461.964142, desc: Actress, 3806 / 9131, 0.42\n",
+      "OK: Jasmine Guinness, score: 331.484528, desc: Model, 3807 / 9131, 0.42\n",
+      "OK: Jasmine Harman, score: 419.103455, desc: Television presenter, 3808 / 9131, 0.42\n",
+      "OK: Jasmine Trinca, score: 497.303101, desc: Italian actress, 3809 / 9131, 0.42\n",
+      "OK: Jason Akermanis, score: 477.581543, desc: Australian rules football player, 3810 / 9131, 0.42\n",
+      "OK: Jason Aldean, score: 660.673462, desc: American singer, 3811 / 9131, 0.42\n",
+      "OK: Jason Blum, score: 511.159454, desc: American film producer, 3812 / 9131, 0.42\n",
+      "OK: Jason Derulo, score: 759.642151, desc: American singer-songwriter, 3813 / 9131, 0.42\n",
+      "OK: Jason Donovan, score: 564.868164, desc: Australian actor, 3814 / 9131, 0.42\n",
+      "OK: Jason Dundas, score: 364.522736, desc: Australian television presenter, 3815 / 9131, 0.42\n",
+      "OK: Jason Isaacs, score: 599.095581, desc: Actor, 3816 / 9131, 0.42\n",
+      "OK: Jason Kidd, score: 679.399414, desc: American basketball coach, 3817 / 9131, 0.42\n",
+      "OK: Jason Kreis, score: 416.438599, desc: American soccer manager, 3818 / 9131, 0.42\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Jason Manford, score: 514.853455, desc: Comedian, 3819 / 9131, 0.42\n",
+      "OK: Jason Mesnick, score: 444.526184, desc: Television actor, 3820 / 9131, 0.42\n",
+      "OK: Jason Ritter, score: 558.739197, desc: American actor, 3821 / 9131, 0.42\n",
+      "OK: Jason Trawick, score: 309.18808, desc: Talent agent, 3822 / 9131, 0.42\n",
+      "OK: Jason Wahler, score: 357.111969, desc: Actor, 3823 / 9131, 0.42\n",
+      "OK: Jasper Cillessen, score: 559.695374, desc: Dutch soccer player, 3824 / 9131, 0.42\n",
+      "OK: Javi Fuego, score: 434.57962, desc: Spanish soccer player, 3825 / 9131, 0.42\n",
+      "OK: Javier Aguirre, score: 587.440796, desc: Mexican soccer player, 3826 / 9131, 0.42\n",
+      "OK: Javier Bardem, score: 731.420288, desc: Spanish actor, 3827 / 9131, 0.42\n",
+      "HTTP Error 503: Service Unavailable Javier Hernandez\n",
+      "OK: Javier Hernandez, score: 762.240356, desc: Mexican soccer player, 3828 / 9131, 0.42\n",
+      "OK: Javier Krahe, score: 441.259949, desc: Spanish singer, 3829 / 9131, 0.42\n",
+      "OK: Javier Saviola, score: 573.57373, desc: Soccer player, 3830 / 9131, 0.42\n",
+      "OK: Javier Zanetti, score: 588.982544, desc: Argentine soccer player, 3831 / 9131, 0.42\n",
+      "OK: Javiera Contador, score: 395.099457, desc: Chilean actress, 3832 / 9131, 0.42\n",
+      "OK: Javiera Mena, score: 446.325378, desc: Chilean musician, 3833 / 9131, 0.42\n",
+      "OK: Jay Carney, score: 431.586945, desc: Former White House Press Secretary, 3834 / 9131, 0.42\n",
+      "OK: Jay DeMarcus, score: 476.758911, desc: American bassist, 3835 / 9131, 0.42\n",
+      "OK: Jay Leno, score: 664.65741, desc: American comedian, 3836 / 9131, 0.42\n",
+      "OK: Jay McGuiness, score: 482.256927, desc: Boy band, 3837 / 9131, 0.42\n",
+      "OK: Jay Park, score: 652.112366, desc: Singer, 3838 / 9131, 0.42\n",
+      "OK: Jay Rock, score: 551.035522, desc: American rapper, 3839 / 9131, 0.42\n",
+      "OK: Jay Rodriguez, score: 503.214111, desc: Soccer player, 3840 / 9131, 0.42\n",
+      "OK: Jay Schulz, score: 384.160675, desc: Australian rules footballer, 3841 / 9131, 0.42\n",
+      "OK: Jay Soni, score: 394.439972, desc: Indian actor, 3842 / 9131, 0.42\n",
+      "OK: Jay Triano, score: 432.84903, desc: Canadian basketball player, 3843 / 9131, 0.42\n",
+      "OK: Jay Wright, score: 486.715149, desc: American basketball coach, 3844 / 9131, 0.42\n",
+      "OK: Jay-Z, score: 1845.811279, desc: American rapper, 3845 / 9131, 0.42\n",
+      "OK: Jaya Prada, score: 621.193054, desc: Indian film actress, 3846 / 9131, 0.42\n",
+      "OK: Jayalalithaa, score: 62.876446, desc: Former Chief Minister of Tamil Nadu, 3847 / 9131, 0.42\n",
+      "OK: Jayam Ravi, score: 554.729614, desc: Indian film actor, 3848 / 9131, 0.42\n",
+      "OK: Jayapataka Swami, score: 404.969238, desc: , 3849 / 9131, 0.42\n",
+      "OK: Jayasurya, score: 43.403118, desc: Indian film actor, 3850 / 9131, 0.42\n",
+      "OK: Jayson Werth, score: 541.606934, desc: Baseball outfielder, 3851 / 9131, 0.42\n",
+      "OK: Jaz Coleman, score: 443.306458, desc: Musician, 3852 / 9131, 0.42\n",
+      "OK: Jazmin Whitley, score: 264.700226, desc: , 3853 / 9131, 0.42\n",
+      "OK: Jean Beausejour, score: 507.252655, desc: Chilean soccer player, 3854 / 9131, 0.42\n",
+      "OK: Jean Charest, score: 476.346069, desc: Canadian guitarist, 3855 / 9131, 0.42\n",
+      "OK: Jean Dujardin, score: 628.656921, desc: French actor, 3856 / 9131, 0.42\n",
+      "OK: Jean Sarkozy, score: 427.726196, desc: Nicolas Sarkozy's son, 3857 / 9131, 0.42\n",
+      "OK: Jean Tigana, score: 531.713684, desc: Soccer player, 3858 / 9131, 0.42\n",
+      "OK: Jean Todt, score: 529.367737, desc: President of the Fédération Internationale de l'Automobile, 3859 / 9131, 0.42\n",
+      "OK: Jean Ziegler, score: 449.972229, desc: Professor, 3860 / 9131, 0.42\n",
+      "OK: Jean-Baptiste Maunier, score: 679.069641, desc: French actor, 3861 / 9131, 0.42\n",
+      "OK: Jean-Christophe Cambadélis, score: 537.003784, desc: French Politician, 3862 / 9131, 0.42\n",
+      "OK: Jean-Claude Juncker, score: 1099.004028, desc: President of the European Commission, 3863 / 9131, 0.42\n",
+      "OK: Jean-François Copé, score: 663.601501, desc: Mayor of Meaux, 3864 / 9131, 0.42\n",
+      "OK: Jean-François Gillet, score: 619.484192, desc: Soccer goalkeeper, 3865 / 9131, 0.42\n",
+      "OK: Jean-Georges Vongerichten, score: 538.10498, desc: French chef, 3866 / 9131, 0.42\n",
+      "OK: Jean-Jacques Goldman, score: 871.443726, desc: French singer-songwriter, 3867 / 9131, 0.42\n",
+      "OK: Jean-Julien Rojer, score: 719.451477, desc: Tennis player, 3868 / 9131, 0.42\n",
+      "OK: Jean-Louis Aubert, score: 678.362671, desc: French singer-songwriter, 3869 / 9131, 0.42\n",
+      "OK: Jean-Louis Borloo, score: 645.822632, desc: French Politician, 3870 / 9131, 0.42\n",
+      "OK: Jean-Louis Tauran, score: 603.33429, desc: , 3871 / 9131, 0.42\n",
+      "OK: Jean-Luc Bilodeau, score: 657.489441, desc: Actor, 3872 / 9131, 0.42\n",
+      "OK: Jean-Luc Lahaye, score: 603.958252, desc: French singer, 3873 / 9131, 0.42\n",
+      "OK: Jean-Luc Mélenchon, score: 848.005554, desc: Former Member of the European Parliament, 3874 / 9131, 0.42\n",
+      "OK: Jean-Marc Ayrault, score: 646.958313, desc: Former Prime Minister of France, 3875 / 9131, 0.42\n",
+      "OK: Jean-Marc Morandini, score: 743.055969, desc: French television host, 3876 / 9131, 0.42\n",
+      "OK: Jean-Marie Bigard, score: 664.405151, desc: French comedian, 3877 / 9131, 0.42\n",
+      "OK: Jean-Michel Baylet, score: 494.236053, desc: French Politician, 3878 / 9131, 0.42\n",
+      "OK: Jean-Paul Huchon, score: 463.861481, desc: French Politician, 3879 / 9131, 0.42\n",
+      "OK: Jean-Pierre Chevènement, score: 612.588806, desc: French Politician, 3880 / 9131, 0.42\n",
+      "OK: Jean-Pierre Coffe, score: 565.384583, desc: French radio presenter, 3881 / 9131, 0.43\n",
+      "OK: Jean-Pierre Dardenne, score: 831.289307, desc: Filmmaker, 3882 / 9131, 0.43\n",
+      "OK: Jean-Pierre Darroussin, score: 654.663879, desc: French actor, 3883 / 9131, 0.43\n",
+      "OK: Jean-Pierre Foucault, score: 627.214661, desc: French television host, 3884 / 9131, 0.43\n",
+      "OK: Jean-Pierre Jouyet, score: 492.390533, desc: , 3885 / 9131, 0.43\n",
+      "OK: Jean-Pierre Papin, score: 896.156006, desc: French soccer player, 3886 / 9131, 0.43\n",
+      "OK: Jean-Pierre Pernaut, score: 630.92627, desc: Broadcaster, 3887 / 9131, 0.43\n",
+      "OK: Jean-Pierre Raffarin, score: 675.951538, desc: Former Prime Minister of France, 3888 / 9131, 0.43\n",
+      "OK: Jean-Yves Le Drian, score: 867.965271, desc: French Foreign Minister, 3889 / 9131, 0.43\n",
+      "OK: Jeanette Aw, score: 484.543823, desc: Actress, 3890 / 9131, 0.43\n",
+      "OK: Jeanette Ottesen, score: 497.147339, desc: Danish swimmer, 3891 / 9131, 0.43\n",
+      "OK: Jeanine Pirro, score: 601.640137, desc: American TV personality, 3892 / 9131, 0.43\n",
+      "OK: Jeanne Mas, score: 531.147522, desc: Singer, 3893 / 9131, 0.43\n",
+      "OK: Jed Madela, score: 441.926331, desc: Filipino singer, 3894 / 9131, 0.43\n",
+      "OK: Jeeva, score: 30.322674, desc: 2014 film, 3895 / 9131, 0.43\n",
+      "OK: Jeff Beck, score: 664.647095, desc: Guitarist, 3896 / 9131, 0.43\n",
+      "OK: Jeff Bridges, score: 698.426941, desc: American actor, 3897 / 9131, 0.43\n",
+      "OK: Jeff Buckley, score: 657.154297, desc: American singer-songwriter, 3898 / 9131, 0.43\n",
+      "OK: Jeff Corwin, score: 461.326721, desc: American biologist, 3899 / 9131, 0.43\n",
+      "OK: Jeff Dunham, score: 628.291626, desc: American ventriloquist, 3900 / 9131, 0.43\n",
+      "OK: Jeff Fisher, score: 500.731171, desc: Former football player, 3901 / 9131, 0.43\n",
+      "OK: Jeff Foxworthy, score: 562.565491, desc: American stand-up comedian, 3902 / 9131, 0.43\n",
+      "OK: Jeff Hornacek, score: 480.080841, desc: American basketball coach, 3903 / 9131, 0.43\n",
+      "OK: Jeff Stelling, score: 431.385254, desc: Journalist, 3904 / 9131, 0.43\n",
+      "OK: Jeff Stinco, score: 352.872101, desc: Canadian musician, 3905 / 9131, 0.43\n",
+      "OK: Jeff Timmons, score: 407.848511, desc: American singer, 3906 / 9131, 0.43\n",
+      "OK: Jefferson Farfán, score: 620.081482, desc: Peruvian soccer player, 3907 / 9131, 0.43\n",
+      "OK: Jeffrey Bruma, score: 496.92218, desc: Soccer player, 3908 / 9131, 0.43\n",
+      "OK: Jeffrey Dean, score: 518.676514, desc: American actor, 3909 / 9131, 0.43\n",
+      "OK: Jejomar Binay, score: 483.827057, desc: Former Vice President of the Philippines, 3910 / 9131, 0.43\n",
+      "OK: Jelena Janković, score: 655.982971, desc: Serbian tennis player, 3911 / 9131, 0.43\n",
+      "OK: Jelena Jensen, score: 508.820496, desc: American pornographic actress, 3912 / 9131, 0.43\n",
+      "OK: Jelena Rozga, score: 506.735138, desc: Croatian singer, 3913 / 9131, 0.43\n",
+      "OK: Jemma Redgrave, score: 496.988586, desc: Actress, 3914 / 9131, 0.43\n",
+      "OK: Jen-Hsun Huang, score: 517.640198, desc: CEO of NVIDIA, 3915 / 9131, 0.43\n",
+      "OK: Jencarlos Canela, score: 542.312744, desc: American singer, 3916 / 9131, 0.43\n",
+      "OK: Jenn Sterger, score: 411.895264, desc: Model, 3917 / 9131, 0.43\n",
+      "OK: Jenna Bush Hager, score: 771.159668, desc: American teacher, 3918 / 9131, 0.43\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Jenna Dewan, score: 657.524414, desc: American actress, 3919 / 9131, 0.43\n",
+      "OK: Jenna Elfman, score: 585.222168, desc: American actress, 3920 / 9131, 0.43\n",
+      "OK: Jenna Morasca, score: 469.720917, desc: American actress, 3921 / 9131, 0.43\n",
+      "OK: Jenni Murray, score: 385.455627, desc: Journalist, 3922 / 9131, 0.43\n",
+      "OK: Jennie Finch, score: 528.692932, desc: American olympian, 3923 / 9131, 0.43\n",
+      "OK: Jennie Garth, score: 587.056335, desc: American actress, 3924 / 9131, 0.43\n",
+      "OK: Jennifer Capriati, score: 583.299805, desc: American tennis player, 3925 / 9131, 0.43\n",
+      "OK: Jennifer Gimenez, score: 352.574707, desc: American model, 3926 / 9131, 0.43\n",
+      "OK: Jennifer Harman, score: 462.244537, desc: American professional poker player, 3927 / 9131, 0.43\n",
+      "OK: Jennifer Hawkins, score: 506.672089, desc: Australian television presenter, 3928 / 9131, 0.43\n",
+      "OK: Jennifer Kotwal, score: 387.860596, desc: Television actor, 3929 / 9131, 0.43\n",
+      "OK: Jennifer Love Hewitt, score: 947.833618, desc: American actress, 3930 / 9131, 0.43\n",
+      "OK: Jennifer Nettles, score: 569.470459, desc: American singer-songwriter, 3931 / 9131, 0.43\n",
+      "OK: Jennifer Pham, score: 406.341217, desc: American-Vietnamese model, 3932 / 9131, 0.43\n",
+      "OK: Jennifer Tilly, score: 623.880798, desc: American-Canadian actress, 3933 / 9131, 0.43\n",
+      "OK: Jennifer Westfeldt, score: 502.884796, desc: American actress, 3934 / 9131, 0.43\n",
+      "OK: Jennifer Winget, score: 581.635132, desc: Indian actress, 3935 / 9131, 0.43\n",
+      "OK: Jenny Berggren, score: 453.784454, desc: Swedish soprano, 3936 / 9131, 0.43\n",
+      "OK: Jenny Elvers-Elbertzhagen, score: 587.274841, desc: German actress, 3937 / 9131, 0.43\n",
+      "OK: Jenny Jürgens, score: 405.881317, desc: Actor, 3938 / 9131, 0.43\n",
+      "OK: Jenny McCarthy, score: 675.420349, desc: American activist, 3939 / 9131, 0.43\n",
+      "OK: Jenny Poussin, score: 357.101776, desc: Actress, 3940 / 9131, 0.43\n",
+      "OK: Jenny Skavlan, score: 423.575226, desc: Norwegian model, 3941 / 9131, 0.43\n",
+      "OK: Jens Keller, score: 465.895813, desc: German football manager, 3942 / 9131, 0.43\n",
+      "OK: Jens Lapidus, score: 409.683746, desc: Swedish criminal defense lawyer, 3943 / 9131, 0.43\n",
+      "OK: Jens Stoltenberg, score: 606.222412, desc: Secretary General of North Atlantic Treaty Organization (NATO), 3944 / 9131, 0.43\n",
+      "OK: Jensen Atwood, score: 357.81485, desc: American actor, 3945 / 9131, 0.43\n",
+      "OK: Jenson Button, score: 666.420349, desc: Racing driver, 3946 / 9131, 0.43\n",
+      "OK: Jeon Jin-ho, score: 277.127319, desc: Fictional character, 3947 / 9131, 0.43\n",
+      "OK: Jeremy Affeldt, score: 421.635864, desc: Baseball pitcher, 3948 / 9131, 0.43\n",
+      "OK: Jeremy Corbyn, score: 900.257019, desc: Leader of the Labour Party, 3949 / 9131, 0.43\n",
+      "OK: Jeremy Gilbert, score: 373.713226, desc: Fictional character, 3950 / 9131, 0.43\n",
+      "OK: Jeremy Hunt, score: 889.022095, desc: Secretary of State for Foreign Affairs, 3951 / 9131, 0.43\n",
+      "OK: Jeremy Lin, score: 663.851868, desc: American basketball player, 3952 / 9131, 0.43\n",
+      "OK: Jeremy Paxman, score: 477.197906, desc: Broadcaster, 3953 / 9131, 0.43\n",
+      "OK: Jeremy Stephens, score: 487.387909, desc: American mixed martial artist, 3954 / 9131, 0.43\n",
+      "OK: Jeremy Wariner, score: 479.696716, desc: American athlete, 3955 / 9131, 0.43\n",
+      "OK: Jermaine Dupri, score: 647.565979, desc: American rapper, 3956 / 9131, 0.43\n",
+      "OK: Jermichael Finley, score: 434.794647, desc: Football tight end, 3957 / 9131, 0.43\n",
+      "OK: Jero Wacik, score: 368.616119, desc: Indonesian Politician, 3958 / 9131, 0.43\n",
+      "HTTP Error 503: Service Unavailable Jeroen van der Boom\n",
+      "OK: Jeroen van der Boom, score: 732.028687, desc: Dutch singer, 3959 / 9131, 0.43\n",
+      "OK: Jerome Kaino, score: 470.571472, desc: Rugby player, 3960 / 9131, 0.43\n",
+      "OK: Jerricho Cotchery, score: 386.365814, desc: Football wide receiver, 3961 / 9131, 0.43\n",
+      "OK: Jerrod Niemann, score: 457.290436, desc: American singer-songwriter, 3962 / 9131, 0.43\n",
+      "OK: Jerry Brown, score: 1162.800659, desc: Governor of California, 3963 / 9131, 0.43\n",
+      "OK: Jerry Bruckheimer, score: 582.938538, desc: American film producer, 3964 / 9131, 0.43\n",
+      "OK: Jerry Mateparae, score: 390.495728, desc: Queen's Representative, 3965 / 9131, 0.43\n",
+      "OK: Jerry OConnell, score: 73.306839, desc: Actor, 3966 / 9131, 0.43\n",
+      "OK: Jerry Rawlings, score: 510.748108, desc: Military officer, 3967 / 9131, 0.43\n",
+      "OK: Jerry Rivera, score: 533.27417, desc: Singer, 3968 / 9131, 0.43\n",
+      "OK: Jerry Sandusky, score: 527.705017, desc: Football coach, 3969 / 9131, 0.43\n",
+      "OK: Jerry Sloan, score: 531.372009, desc: American basketball player, 3970 / 9131, 0.43\n",
+      "OK: Jerryd Bayless, score: 475.706635, desc: American basketball player, 3971 / 9131, 0.43\n",
+      "OK: Jerzy Brzęczek, score: 571.056702, desc: Polish soccer player, 3972 / 9131, 0.44\n",
+      "OK: Jerzy Stuhr, score: 486.999664, desc: Polish film actor, 3973 / 9131, 0.44\n",
+      "HTTP Error 503: Service Unavailable Jess Thorup\n",
+      "OK: Jess Thorup, score: 393.584198, desc: Danish football coach, 3974 / 9131, 0.44\n",
+      "OK: Jess Walton, score: 438.971802, desc: American actress, 3975 / 9131, 0.44\n",
+      "OK: Jessa Duggar, score: 378.925873, desc: American television personality, 3976 / 9131, 0.44\n",
+      "OK: Jessalyn Gilsig, score: 521.345215, desc: Canadian actress, 3977 / 9131, 0.44\n",
+      "OK: Jesse Boykins III, score: 525.603638, desc: American singer-songwriter, 3978 / 9131, 0.44\n",
+      "OK: Jesse J. White, score: 296.738831, desc: Political figure, 3979 / 9131, 0.44\n",
+      "OK: Jesse Jackson, score: 1175.257202, desc: American civil rights activist, 3980 / 9131, 0.44\n",
+      "OK: Jesse James Rutherford, score: 414.87558, desc: American singer, 3981 / 9131, 0.44\n",
+      "OK: Jesse Lee Soffer, score: 690.954834, desc: American actor, 3982 / 9131, 0.44\n",
+      "OK: Jesse Palmer, score: 563.647156, desc: Canadian sports commentator, 3983 / 9131, 0.44\n",
+      "OK: Jesse Randhawa, score: 365.628632, desc: Indian model, 3984 / 9131, 0.44\n",
+      "OK: Jesseca Liu, score: 453.467316, desc: Actress, 3985 / 9131, 0.44\n",
+      "OK: Jessica Almenäs, score: 423.898987, desc: Swedish television presenter, 3986 / 9131, 0.44\n",
+      "OK: Jessica Brown Findlay, score: 770.237854, desc: Actress, 3987 / 9131, 0.44\n",
+      "OK: Jessica Burciaga, score: 386.764465, desc: American model, 3988 / 9131, 0.44\n",
+      "OK: Jessica Canizales, score: 387.695862, desc: Brazilian model, 3989 / 9131, 0.44\n",
+      "OK: Jessica Ennis-Hill, score: 748.692078, desc: Track and field athlete, 3990 / 9131, 0.44\n",
+      "OK: Jessica Ginkel, score: 403.387817, desc: Actress, 3991 / 9131, 0.44\n",
+      "OK: Jessica Hart, score: 473.474365, desc: Australian model, 3992 / 9131, 0.44\n",
+      "OK: Jessica Lange, score: 715.98053, desc: American film actress, 3993 / 9131, 0.44\n",
+      "OK: Jessica Leccia, score: 378.593048, desc: American actress, 3994 / 9131, 0.44\n",
+      "OK: Jessica Mauboy, score: 582.45459, desc: Australian singer, 3995 / 9131, 0.44\n",
+      "OK: Jessica Origliasso, score: 498.790466, desc: Australian singer-songwriter, 3996 / 9131, 0.44\n",
+      "OK: Jessica Oyelowo, score: 405.495026, desc: Actress, 3997 / 9131, 0.44\n",
+      "OK: Jessica Paré, score: 527.387024, desc: Canadian actress, 3998 / 9131, 0.44\n",
+      "OK: Jessica Sanchez, score: 506.459778, desc: American singer-songwriter, 3999 / 9131, 0.44\n",
+      "OK: Jessica Seinfeld, score: 493.923035, desc: American author, 4000 / 9131, 0.44\n",
+      "OK: Jessica Stam, score: 476.555786, desc: Canadian model, 4001 / 9131, 0.44\n",
+      "OK: Jessica Stroup, score: 553.605713, desc: American actress, 4002 / 9131, 0.44\n",
+      "OK: Jessica White, score: 514.806519, desc: American model, 4003 / 9131, 0.44\n",
+      "OK: Jessica-Jane Clement, score: 614.462708, desc: Actress, 4004 / 9131, 0.44\n",
+      "OK: Jessiqa Pace, score: 276.884247, desc: Actress, 4005 / 9131, 0.44\n",
+      "OK: Jessy Mendiola, score: 511.38327, desc: Filipino actress, 4006 / 9131, 0.44\n",
+      "OK: Jesualdo Ferreira, score: 478.430634, desc: Portuguese football manager, 4007 / 9131, 0.44\n",
+      "OK: Jesé, score: 47.49762, desc: Spanish soccer player, 4008 / 9131, 0.44\n",
+      "OK: Jesús Adrián Romero, score: 803.57666, desc: Mexican author, 4009 / 9131, 0.44\n",
+      "OK: Jesús Murillo Karam, score: 500.913025, desc: Former Attorney General of Mexico, 4010 / 9131, 0.44\n",
+      "OK: Jesús Navas, score: 567.611938, desc: Spanish soccer player, 4011 / 9131, 0.44\n",
+      "OK: Jesús Vázquez, score: 481.787872, desc: Spanish television presenter, 4012 / 9131, 0.44\n",
+      "OK: Jet Bussemaker, score: 418.049347, desc: Dutch politician, 4013 / 9131, 0.44\n",
+      "OK: Jette Joop, score: 386.828003, desc: Jewelry designer, 4014 / 9131, 0.44\n",
+      "OK: Jewel Mische, score: 394.348755, desc: Model, 4015 / 9131, 0.44\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Jeísa Chiminazzo, score: 431.796906, desc: Brazilian model, 4016 / 9131, 0.44\n",
+      "OK: Jhonny Peralta, score: 439.813568, desc: Baseball shortstop, 4017 / 9131, 0.44\n",
+      "OK: Ji-Won To, score: 414.783722, desc: South Korean actress, 4018 / 9131, 0.44\n",
+      "OK: Jiah Khan, score: 519.579712, desc: Actress, 4019 / 9131, 0.44\n",
+      "OK: Jictzad Viña, score: 332.177673, desc: , 4020 / 9131, 0.44\n",
+      "OK: Jill Clayburgh, score: 494.083313, desc: American actress, 4021 / 9131, 0.44\n",
+      "OK: Jill Goodacre, score: 510.805237, desc: American actress, 4022 / 9131, 0.44\n",
+      "OK: Jill Hennessy, score: 538.313965, desc: Canadian actress, 4023 / 9131, 0.44\n",
+      "OK: Jill Johnson, score: 526.130371, desc: Swedish singer, 4024 / 9131, 0.44\n",
+      "OK: Jill Kargman, score: 405.406311, desc: American author, 4025 / 9131, 0.44\n",
+      "OK: Jill Marie Jones, score: 605.857422, desc: American actress, 4026 / 9131, 0.44\n",
+      "OK: Jillian Hall, score: 484.655457, desc: American professional wrestler, 4027 / 9131, 0.44\n",
+      "OK: Jim Balsillie, score: 372.575806, desc: Canadian businessman, 4028 / 9131, 0.44\n",
+      "OK: Jim Boeheim, score: 529.814575, desc: Coach, 4029 / 9131, 0.44\n",
+      "OK: Jim Breuer, score: 579.178223, desc: American stand-up comedian, 4030 / 9131, 0.44\n",
+      "OK: Jim Calhoun, score: 493.53717, desc: Basketball coach, 4031 / 9131, 0.44\n",
+      "OK: Jim Croce, score: 585.931091, desc: American singer-songwriter, 4032 / 9131, 0.44\n",
+      "OK: Jim Flaherty, score: 416.833832, desc: Former Member of Provincial Parliament of Ontario, 4033 / 9131, 0.44\n",
+      "OK: Jim Furyk, score: 548.052124, desc: American professional golfer, 4034 / 9131, 0.44\n",
+      "OK: Jim Gaffigan, score: 615.137695, desc: American stand-up comedian, 4035 / 9131, 0.44\n",
+      "OK: Jim Leyland, score: 474.97287, desc: Baseball manager, 4036 / 9131, 0.44\n",
+      "OK: Jim McElwain, score: 511.320587, desc: Football coach, 4037 / 9131, 0.44\n",
+      "OK: Jim Morrison, score: 695.100891, desc: American singer-songwriter, 4038 / 9131, 0.44\n",
+      "OK: Jim Murphy, score: 458.623535, desc: Former Minister of State for Europe, 4039 / 9131, 0.44\n",
+      "OK: Jim Neidhart, score: 612.4599, desc: Professional wrestler, 4040 / 9131, 0.44\n",
+      "OK: Jim Parrack, score: 454.581787, desc: American actor, 4041 / 9131, 0.44\n",
+      "OK: Jim Parsons, score: 677.500305, desc: American actor, 4042 / 9131, 0.44\n",
+      "OK: Jim Prentice, score: 400.394897, desc: Former Premier of Alberta, 4043 / 9131, 0.44\n",
+      "OK: Jim Tomsula, score: 459.362793, desc: Football coach, 4044 / 9131, 0.44\n",
+      "OK: Jimbo Fisher, score: 585.448669, desc: Football coach, 4045 / 9131, 0.44\n",
+      "OK: Jimi Blue Ochsenknecht, score: 662.407349, desc: German actor, 4046 / 9131, 0.44\n",
+      "OK: Jimi Hendrix, score: 956.893555, desc: American guitarist, 4047 / 9131, 0.44\n",
+      "OK: Jimi Jamison, score: 505.835663, desc: American musician, 4048 / 9131, 0.44\n",
+      "OK: Jimmy Briand, score: 507.414886, desc: French soccer player, 4049 / 9131, 0.44\n",
+      "OK: Jimmy Bullard, score: 509.61145, desc: Soccer player, 4050 / 9131, 0.44\n",
+      "OK: Jimmy Butler, score: 643.728943, desc: Basketball player, 4051 / 9131, 0.44\n",
+      "OK: Jimmy Durmaz, score: 587.939575, desc: Soccer player, 4052 / 9131, 0.44\n",
+      "OK: Jimmy Floyd Hasselbaink, score: 724.562988, desc: Soccer player, 4053 / 9131, 0.44\n",
+      "OK: Jimmy Jean-Louis, score: 624.833679, desc: Actor, 4054 / 9131, 0.44\n",
+      "OK: Jimmy Smits, score: 595.325439, desc: American actor, 4055 / 9131, 0.44\n",
+      "OK: Jimmy Stewart, score: 563.473328, desc: American actor, 4056 / 9131, 0.44\n",
+      "OK: Jin Akanishi, score: 588.722717, desc: Japanese musician, 4057 / 9131, 0.44\n",
+      "OK: Jin-hee Ji, score: 330.853424, desc: South Korean actor, 4058 / 9131, 0.44\n",
+      "OK: Jiro Wang, score: 507.310455, desc: Taiwanese singer, 4059 / 9131, 0.44\n",
+      "OK: Jitka Válková, score: 420.547028, desc: Czech singer, 4060 / 9131, 0.44\n",
+      "OK: Jiří Bělohlávek, score: 458.671509, desc: Czech conductor, 4061 / 9131, 0.44\n",
+      "OK: Jiří Krampol, score: 403.221588, desc: Film actor, 4062 / 9131, 0.44\n",
+      "OK: Jiří Lábus, score: 438.134399, desc: Actor, 4063 / 9131, 0.44\n",
+      "OK: Jiří Menzel, score: 499.100464, desc: Film director, 4064 / 9131, 0.45\n",
+      "OK: Jiří Čunek, score: 362.898865, desc: Czech Politician, 4065 / 9131, 0.45\n",
+      "OK: Jiří Šlégr, score: 394.587372, desc: Ice hockey defenceman, 4066 / 9131, 0.45\n",
+      "OK: Jo Weil, score: 426.839172, desc: German actor, 4067 / 9131, 0.45\n",
+      "OK: Jo Whiley, score: 487.043365, desc: DJ, 4068 / 9131, 0.45\n",
+      "OK: Jo Yoon-hee, score: 624.919006, desc: South Korean actress, 4069 / 9131, 0.45\n",
+      "OK: Jo-Wilfried Tsonga, score: 903.283081, desc: Tennis player, 4070 / 9131, 0.45\n",
+      "OK: Joachim Brudziński, score: 454.333069, desc: Polish Politician, 4071 / 9131, 0.45\n",
+      "OK: Joachim Gauck, score: 518.237488, desc: Former President of Germany, 4072 / 9131, 0.45\n",
+      "OK: Joachim Herrmann, score: 412.199066, desc: Member of the Bundesrat of Germany, 4073 / 9131, 0.45\n",
+      "OK: Joachim Król, score: 439.044067, desc: Actor, 4074 / 9131, 0.45\n",
+      "OK: Joachim Löw, score: 762.162903, desc: German football coach, 4075 / 9131, 0.45\n",
+      "OK: Joacim Cans, score: 413.89975, desc: Singer, 4076 / 9131, 0.45\n",
+      "OK: Joakim Noah, score: 628.095886, desc: Basketball player, 4077 / 9131, 0.45\n",
+      "OK: Joan Capdevila, score: 500.184509, desc: Spanish soccer player, 4078 / 9131, 0.45\n",
+      "OK: Joan Crawford, score: 683.350586, desc: American actress, 4079 / 9131, 0.45\n",
+      "OK: Joan Laporta, score: 434.219055, desc: Spanish Politician, 4080 / 9131, 0.45\n",
+      "OK: Joan Lunden, score: 519.14032, desc: American journalist, 4081 / 9131, 0.45\n",
+      "OK: Joan Manuel Serrat, score: 788.171082, desc: Spanish musician, 4082 / 9131, 0.45\n",
+      "OK: Joan Osborne, score: 541.047791, desc: American singer-songwriter, 4083 / 9131, 0.45\n",
+      "OK: Joan Plaza, score: 396.462799, desc: Spanish basketball coach, 4084 / 9131, 0.45\n",
+      "OK: Joana Benedek, score: 433.265076, desc: Mexican-Romanian actress, 4085 / 9131, 0.45\n",
+      "OK: Joana Zimmer, score: 422.298462, desc: German singer, 4086 / 9131, 0.45\n",
+      "OK: Joanna Cassidy, score: 505.596893, desc: American actress, 4087 / 9131, 0.45\n",
+      "OK: Joanna Jabłczyńska, score: 441.881897, desc: Polish actress, 4088 / 9131, 0.45\n",
+      "OK: Joanna Kluzik-Rostkowska, score: 505.184052, desc: Deputy of the Sejm, 4089 / 9131, 0.45\n",
+      "OK: Joanna Liszowska, score: 435.265289, desc: Polish actress, 4090 / 9131, 0.45\n",
+      "OK: Joanne Peh, score: 472.321106, desc: Actress, 4091 / 9131, 0.45\n",
+      "OK: Joaquin Phoenix, score: 707.547119, desc: American actor, 4092 / 9131, 0.45\n",
+      "OK: Joaquín Almunia, score: 417.233521, desc: Spanish Politician, 4093 / 9131, 0.45\n",
+      "OK: Joba Chamberlain, score: 488.584808, desc: Baseball pitcher, 4094 / 9131, 0.45\n",
+      "OK: Jocelyn Gourvennec, score: 446.562073, desc: French football manager, 4095 / 9131, 0.45\n",
+      "OK: Jodi Applegate, score: 393.898621, desc: American broadcaster, 4096 / 9131, 0.45\n",
+      "OK: Jodi Lyn OKeefe, score: 144.792404, desc: American actress, 4097 / 9131, 0.45\n",
+      "OK: Jodie Foster, score: 739.98407, desc: American actress, 4098 / 9131, 0.45\n",
+      "OK: Jodie Kidd, score: 467.382172, desc: Fashion model, 4099 / 9131, 0.45\n",
+      "OK: Jodie Marsh, score: 494.994354, desc: Bodybuilder, 4100 / 9131, 0.45\n",
+      "OK: Joe Bastianich, score: 524.255188, desc: American restaurateur, 4101 / 9131, 0.45\n",
+      "OK: Joe Calzaghe, score: 512.287598, desc: Professional boxer, 4102 / 9131, 0.45\n",
+      "OK: Joe Dassin, score: 628.520203, desc: American-French singer-songwriter, 4103 / 9131, 0.45\n",
+      "OK: Joe Girardi, score: 555.505066, desc: American baseball manager, 4104 / 9131, 0.45\n",
+      "OK: Joe Giudice, score: 391.873199, desc: Teresa Giudice's husband, 4105 / 9131, 0.45\n",
+      "OK: Joe Hart, score: 656.486572, desc: Soccer player, 4106 / 9131, 0.45\n",
+      "OK: Joe Hockey, score: 464.498474, desc: Member of the Australian Parliament, 4107 / 9131, 0.45\n",
+      "OK: Joe Kaeser, score: 444.107666, desc: CEO of Siemens, 4108 / 9131, 0.45\n",
+      "OK: Joe Maddon, score: 552.215881, desc: American baseball manager, 4109 / 9131, 0.45\n",
+      "OK: Joe Manchin, score: 777.88916, desc: United States Senator, 4110 / 9131, 0.45\n",
+      "OK: Joe Marler, score: 414.577362, desc: , 4111 / 9131, 0.45\n",
+      "OK: Joe Oliver, score: 382.933716, desc: Member of the Canadian House of Commons, 4112 / 9131, 0.45\n",
+      "OK: Joe Piscopo, score: 469.265656, desc: American comedian, 4113 / 9131, 0.45\n",
+      "OK: Joe Root, score: 572.673889, desc: Cricketer, 4114 / 9131, 0.45\n",
+      "OK: Joe Swash, score: 486.652283, desc: Presenter, 4115 / 9131, 0.45\n",
+      "OK: Joel Coen, score: 389.047333, desc: Film producer, 4116 / 9131, 0.45\n",
+      "OK: Joel Lundqvist, score: 412.233887, desc: Ice hockey centre, 4117 / 9131, 0.45\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Joel Quenneville, score: 420.373596, desc: American-Canadian ice hockey coach, 4118 / 9131, 0.45\n",
+      "OK: Joel Santana, score: 551.731934, desc: Brazilian football coach, 4119 / 9131, 0.45\n",
+      "OK: Joel Selwood, score: 533.090454, desc: Australian rules footballer, 4120 / 9131, 0.45\n",
+      "OK: Joely Fisher, score: 510.62674, desc: American actress, 4121 / 9131, 0.45\n",
+      "OK: Joely Richardson, score: 573.966797, desc: Actress, 4122 / 9131, 0.45\n",
+      "OK: Joem Bascon, score: 400.032654, desc: Filipino actor, 4123 / 9131, 0.45\n",
+      "OK: Joey Kern, score: 415.21817, desc: American actor, 4124 / 9131, 0.45\n",
+      "OK: Joey Lauren Adams, score: 681.101624, desc: American actress, 4125 / 9131, 0.45\n",
+      "OK: Joey Tempest, score: 510.590759, desc: Swedish singer, 4126 / 9131, 0.45\n",
+      "OK: Joeystarr, score: 46.060226, desc: French rapper, 4127 / 9131, 0.45\n",
+      "OK: Johan Boskamp, score: 511.076935, desc: Dutch soccer player, 4128 / 9131, 0.45\n",
+      "OK: Johan Bruyneel, score: 459.010437, desc: Belgian bicycler, 4129 / 9131, 0.45\n",
+      "OK: Johann Lafer, score: 439.911682, desc: Chef, 4130 / 9131, 0.45\n",
+      "OK: Johann Lamont, score: 368.049438, desc: Politician, 4131 / 9131, 0.45\n",
+      "OK: Johanna Ahlm, score: 367.454834, desc: Swedish handball player, 4132 / 9131, 0.45\n",
+      "OK: Johanna Klum, score: 424.983948, desc: German television presenter, 4133 / 9131, 0.45\n",
+      "OK: Johanna Long, score: 180.370438, desc: American race car driver, 4134 / 9131, 0.45\n",
+      "OK: Johanna Wanka, score: 377.791565, desc: Former Federal Minister of Germany for Education and Research, 4135 / 9131, 0.45\n",
+      "OK: Johanna Wokalek, score: 437.368774, desc: German film actress, 4136 / 9131, 0.45\n",
+      "OK: Johanne Schmidt-Nielsen, score: 523.318054, desc: Member of Parliament, 4137 / 9131, 0.45\n",
+      "OK: Johannes Oerding, score: 504.613922, desc: German singer-songwriter, 4138 / 9131, 0.45\n",
+      "OK: Johannes Remmel, score: 265.981964, desc: German politician, 4139 / 9131, 0.45\n",
+      "OK: John Arne Riise, score: 699.366028, desc: Norwegian soccer player, 4140 / 9131, 0.45\n",
+      "OK: John Boehner, score: 594.034363, desc: Former Speaker of the United States House of Representatives, 4141 / 9131, 0.45\n",
+      "OK: John C. Reilly, score: 839.739685, desc: American actor, 4142 / 9131, 0.45\n",
+      "OK: John Carver, score: 417.431793, desc: Soccer player, 4143 / 9131, 0.45\n",
+      "OK: John Corabi, score: 464.890289, desc: Singer, 4144 / 9131, 0.45\n",
+      "OK: John Cornyn, score: 627.909241, desc: United States Senator, 4145 / 9131, 0.45\n",
+      "OK: John Cusack, score: 643.442993, desc: American actor, 4146 / 9131, 0.45\n",
+      "OK: John Densmore, score: 561.784729, desc: Rock band, 4147 / 9131, 0.45\n",
+      "OK: John Dumelo, score: 418.981445, desc: Ghanaian actor, 4148 / 9131, 0.45\n",
+      "OK: John Elkann, score: 533.752563, desc: CEO of Exor, 4149 / 9131, 0.45\n",
+      "OK: John Elway, score: 626.588806, desc: Football quarterback, 4150 / 9131, 0.45\n",
+      "OK: John F. Campbell, score: 780.811523, desc: Military commander, 4151 / 9131, 0.45\n",
+      "OK: John Fogerty, score: 647.84259, desc: American musician, 4152 / 9131, 0.45\n",
+      "OK: John Ham, score: 164.631683, desc: Entrepreneur, 4153 / 9131, 0.45\n",
+      "OK: John Harbaugh, score: 517.362732, desc: Coach, 4154 / 9131, 0.45\n",
+      "OK: John Heitinga, score: 511.936035, desc: Dutch football coach, 4155 / 9131, 0.46\n",
+      "OK: John Herdman, score: 423.285217, desc: Football manager, 4156 / 9131, 0.46\n",
+      "OK: John Hickenlooper, score: 536.898682, desc: Governor of Colorado, 4157 / 9131, 0.46\n",
+      "OK: John Hoeven, score: 489.903076, desc: United States Senator, 4158 / 9131, 0.46\n",
+      "OK: John Isner, score: 739.184814, desc: American tennis player, 4159 / 9131, 0.46\n",
+      "OK: John Kasich, score: 764.760986, desc: Governor of Ohio, 4160 / 9131, 0.46\n",
+      "OK: John Kerry, score: 1183.577271, desc: Former United States Secretary of State, 4161 / 9131, 0.46\n",
+      "OK: John Koskinen, score: 349.325836, desc: American businessman, 4162 / 9131, 0.46\n",
+      "OK: John Leguizamo, score: 615.541382, desc: Actor, 4163 / 9131, 0.46\n",
+      "OK: John Lithgow, score: 614.022888, desc: American actor, 4164 / 9131, 0.46\n",
+      "OK: John Liu, score: 410.317932, desc: American Politician, 4165 / 9131, 0.46\n",
+      "OK: John Lydon, score: 628.147766, desc: Singer-songwriter, 4166 / 9131, 0.46\n",
+      "OK: John McAfee, score: 597.229309, desc: Computer programmer, 4167 / 9131, 0.46\n",
+      "OK: John Medeski, score: 437.648621, desc: American keyboard player, 4168 / 9131, 0.46\n",
+      "OK: John Pyper-Ferguson, score: 649.537964, desc: Australian-Canadian actor, 4169 / 9131, 0.46\n",
+      "OK: John Rzeznik, score: 485.737915, desc: American musician, 4170 / 9131, 0.46\n",
+      "OK: John Salley, score: 496.644257, desc: American basketball player, 4171 / 9131, 0.46\n",
+      "OK: John T. Chambers, score: 554.591797, desc: Executive, 4172 / 9131, 0.46\n",
+      "OK: John Tartaglia, score: 417.431915, desc: American puppeteer, 4173 / 9131, 0.46\n",
+      "OK: John Torode, score: 451.021484, desc: Celebrity chef, 4174 / 9131, 0.46\n",
+      "OK: John Travolta, score: 759.54248, desc: American actor, 4175 / 9131, 0.46\n",
+      "OK: John Watson, score: 595.060669, desc: Fictional character, 4176 / 9131, 0.46\n",
+      "OK: John Wesley Shipp, score: 662.430298, desc: American actor, 4177 / 9131, 0.46\n",
+      "OK: Johnny Borrell, score: 438.744537, desc: English guitarist, 4178 / 9131, 0.46\n",
+      "OK: Johnny Damon, score: 534.125061, desc: American baseball athlete, 4179 / 9131, 0.46\n",
+      "OK: Johnny Depp, score: 843.292847, desc: American actor, 4180 / 9131, 0.46\n",
+      "OK: Johnny Lever, score: 598.818848, desc: Indian film actor, 4181 / 9131, 0.46\n",
+      "OK: Johnny Lodden, score: 328.381073, desc: , 4182 / 9131, 0.46\n",
+      "OK: Johnny Lozada, score: 425.701508, desc: Puerto Rican singer, 4183 / 9131, 0.46\n",
+      "OK: Johnny McDaid, score: 505.491455, desc: Singer, 4184 / 9131, 0.46\n",
+      "OK: Johnny Pacar, score: 421.081726, desc: American film actor, 4185 / 9131, 0.46\n",
+      "OK: Johnny Reid, score: 472.859924, desc: Musical artist, 4186 / 9131, 0.46\n",
+      "OK: Johnny Vegas, score: 536.651062, desc: Actor, 4187 / 9131, 0.46\n",
+      "OK: Joke Silva, score: 392.538116, desc: Nigerian actress, 4188 / 9131, 0.46\n",
+      "OK: Joko Anwar, score: 430.943542, desc: Indonesian actor, 4189 / 9131, 0.46\n",
+      "OK: Jolande Sap, score: 438.300781, desc: Dutch politician, 4190 / 9131, 0.46\n",
+      "OK: Jolanta Kwaśniewska, score: 416.227081, desc: Polish lawyer, 4191 / 9131, 0.46\n",
+      "OK: Jolene Blalock, score: 530.604858, desc: American actress, 4192 / 9131, 0.46\n",
+      "OK: Joleon Lescott, score: 519.628906, desc: Soccer player, 4193 / 9131, 0.46\n",
+      "OK: Jon Aurtenetxe, score: 418.883484, desc: Spanish soccer player, 4194 / 9131, 0.46\n",
+      "OK: Jon Bon Jovi, score: 943.239563, desc: American singer-songwriter, 4195 / 9131, 0.46\n",
+      "OK: Jon Cryer, score: 615.215637, desc: American actor, 4196 / 9131, 0.46\n",
+      "OK: Jon Dahl Tomasson, score: 718.180176, desc: Danish soccer player, 4197 / 9131, 0.46\n",
+      "OK: Jon Fredrik Baksaas, score: 416.063354, desc: , 4198 / 9131, 0.46\n",
+      "OK: Jon Huntsman, Jr., score: 1366.560669, desc: United States Ambassador to Russia, 4199 / 9131, 0.46\n",
+      "OK: Jon Jones, score: 657.69397, desc: American mixed martial artist, 4200 / 9131, 0.46\n",
+      "OK: Jon Kortajarena, score: 544.522766, desc: Spanish model, 4201 / 9131, 0.46\n",
+      "OK: Jon Lester, score: 579.251038, desc: Baseball pitcher, 4202 / 9131, 0.46\n",
+      "OK: Jon Montgomery, score: 425.248322, desc: Canadian skeleton racer, 4203 / 9131, 0.46\n",
+      "OK: Jon Niese, score: 413.19516, desc: Baseball pitcher, 4204 / 9131, 0.46\n",
+      "OK: Jon Schaffer, score: 408.04718, desc: American musician, 4205 / 9131, 0.46\n",
+      "OK: Jon Tenney, score: 491.939148, desc: American actor, 4206 / 9131, 0.46\n",
+      "OK: Jon Voight, score: 687.90979, desc: American actor, 4207 / 9131, 0.46\n",
+      "OK: Jon-Erik Hexum, score: 592.317871, desc: American actor, 4208 / 9131, 0.46\n",
+      "OK: Jonah Hill, score: 684.731812, desc: American actor, 4209 / 9131, 0.46\n",
+      "OK: Jonas Gardell, score: 461.391846, desc: Swedish novelist, 4210 / 9131, 0.46\n",
+      "OK: Jonas Jerebko, score: 534.51123, desc: Swedish basketball player, 4211 / 9131, 0.46\n",
+      "OK: Jonas Kaufmann, score: 572.782654, desc: German operatic tenor, 4212 / 9131, 0.46\n",
+      "OK: Jonas Valančiūnas, score: 548.271484, desc: Lithuanian basketball player, 4213 / 9131, 0.46\n",
+      "OK: Jonathan Borlée, score: 479.098236, desc: Olympic athlete, 4214 / 9131, 0.46\n",
+      "OK: Jonathan Dimbleby, score: 412.298279, desc: British presenter, 4215 / 9131, 0.46\n",
+      "OK: Jonathan Duhamel, score: 404.207642, desc: , 4216 / 9131, 0.46\n",
+      "OK: Jonathan Groff, score: 585.091187, desc: American actor, 4217 / 9131, 0.46\n",
+      "OK: Jonathan Knight, score: 471.659668, desc: American singer, 4218 / 9131, 0.46\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Jonathan Meyers, score: 165.88562, desc: Film director, 4219 / 9131, 0.46\n",
+      "OK: Jonathan Orozco, score: 451.765594, desc: Mexican soccer player, 4220 / 9131, 0.46\n",
+      "OK: Jonathan Papelbon, score: 516.86322, desc: Baseball pitcher, 4221 / 9131, 0.46\n",
+      "OK: Jonathan Sexton, score: 502.434998, desc: Irish rugby player, 4222 / 9131, 0.46\n",
+      "OK: Jonathan Silverman, score: 503.523895, desc: American actor, 4223 / 9131, 0.46\n",
+      "OK: Jonathan Viera, score: 458.732025, desc: Spanish soccer player, 4224 / 9131, 0.46\n",
+      "OK: Jonathan Wilkes, score: 386.758545, desc: TV presenter, 4225 / 9131, 0.46\n",
+      "OK: Jong Tae-se, score: 692.050598, desc: Soccer player, 4226 / 9131, 0.46\n",
+      "OK: Joni Mitchell, score: 697.026062, desc: Canadian singer-songwriter, 4227 / 9131, 0.46\n",
+      "OK: Joni Ortio, score: 356.73114, desc: Ice hockey goaltender, 4228 / 9131, 0.46\n",
+      "OK: Jonjo Shelvey, score: 545.048828, desc: Soccer player, 4229 / 9131, 0.46\n",
+      "OK: Jonny Evans, score: 531.348389, desc: Soccer player, 4230 / 9131, 0.46\n",
+      "OK: Jonny Lee Miller, score: 827.685486, desc: Film actor, 4231 / 9131, 0.46\n",
+      "OK: Jonás Gutiérrez, score: 501.68277, desc: Soccer player, 4232 / 9131, 0.46\n",
+      "OK: Joo Sang-wook, score: 668.460876, desc: South Korean actor, 4233 / 9131, 0.46\n",
+      "OK: Joost Luiten, score: 429.402405, desc: Dutch golfer, 4234 / 9131, 0.46\n",
+      "OK: Jordan Ayew, score: 550.570007, desc: Soccer player, 4235 / 9131, 0.46\n",
+      "OK: Jordan Crawford, score: 465.323029, desc: American basketball player, 4236 / 9131, 0.46\n",
+      "OK: Jordan Henderson, score: 650.394653, desc: Soccer player, 4237 / 9131, 0.46\n",
+      "OK: Jordan Knight, score: 506.211517, desc: American singer-songwriter, 4238 / 9131, 0.46\n",
+      "OK: Jordan Nobbs, score: 442.356415, desc: English soccer player, 4239 / 9131, 0.46\n",
+      "OK: Jordan Rhodes, score: 513.63092, desc: Soccer player, 4240 / 9131, 0.46\n",
+      "OK: Jordan Spieth, score: 672.259827, desc: American professional golfer, 4241 / 9131, 0.46\n",
+      "OK: Jordan Zimmermann, score: 512.197144, desc: Baseball pitcher, 4242 / 9131, 0.46\n",
+      "OK: Jordi Mollà, score: 514.095093, desc: Spanish actor, 4243 / 9131, 0.46\n",
+      "OK: Jordi Savall, score: 588.642517, desc: Conductor, 4244 / 9131, 0.46\n",
+      "OK: Jordy Clasie, score: 496.854401, desc: Dutch soccer player, 4245 / 9131, 0.46\n",
+      "OK: Jordyn Wieber, score: 493.760101, desc: American gymnast, 4246 / 9131, 0.47\n",
+      "OK: Jorge Alberti, score: 407.332123, desc: Actor, 4247 / 9131, 0.47\n",
+      "OK: Jorge Almirón, score: 497.283386, desc: Argentine football manager, 4248 / 9131, 0.47\n",
+      "OK: Jorge Aravena, score: 430.567078, desc: Peruvian-Venezuelan actor, 4249 / 9131, 0.47\n",
+      "OK: Jorge Capitanich, score: 387.236267, desc: Argentine Politician, 4250 / 9131, 0.47\n",
+      "OK: Jorge Drexler, score: 545.10083, desc: Uruguayan musician, 4251 / 9131, 0.47\n",
+      "OK: Jorge Garbajosa, score: 452.868591, desc: Spanish basketball player, 4252 / 9131, 0.47\n",
+      "OK: Jorge Jesus, score: 545.631409, desc: Portuguese soccer player, 4253 / 9131, 0.47\n",
+      "OK: Jorge Luis Pila, score: 595.46228, desc: Actor, 4254 / 9131, 0.47\n",
+      "OK: Jorge Sampaoli, score: 704.419373, desc: Argentine football manager, 4255 / 9131, 0.47\n",
+      "OK: Jorge Valdívia, score: 556.789062, desc: Soccer player, 4256 / 9131, 0.47\n",
+      "OK: Jorge Volpi, score: 405.619598, desc: Mexican novelist, 4257 / 9131, 0.47\n",
+      "OK: Jorge Zabaleta, score: 401.768372, desc: Chilean actor, 4258 / 9131, 0.47\n",
+      "OK: Jorgie Porter, score: 494.283234, desc: Actress, 4259 / 9131, 0.47\n",
+      "OK: Jos Luhukay, score: 466.485321, desc: Football manager, 4260 / 9131, 0.47\n",
+      "OK: Jose Antonio Vargas, score: 553.80481, desc: Journalist, 4261 / 9131, 0.47\n",
+      "OK: Josef Ackermann, score: 424.43454, desc: Banker, 4262 / 9131, 0.47\n",
+      "OK: Josefine Preuß, score: 488.647095, desc: Actress, 4263 / 9131, 0.47\n",
+      "OK: Josefine Öqvist, score: 423.43631, desc: Swedish soccer player, 4264 / 9131, 0.47\n",
+      "OK: Josenid, score: 32.257664, desc: Singer, 4265 / 9131, 0.47\n",
+      "OK: Josep Antoni Duran i Lleida, score: 738.855835, desc: Politician, 4266 / 9131, 0.47\n",
+      "OK: Joseph Benavidez, score: 441.515015, desc: American mixed martial artist, 4267 / 9131, 0.47\n",
+      "OK: Joseph Calleja, score: 443.281616, desc: Maltese tenor, 4268 / 9131, 0.47\n",
+      "OK: Joseph Estrada, score: 669.832825, desc: Former President of the Philippines, 4269 / 9131, 0.47\n",
+      "OK: Joseph Fiennes, score: 616.986023, desc: Film actor, 4270 / 9131, 0.47\n",
+      "OK: Joseph Marco, score: 431.076233, desc: Filipino actor, 4271 / 9131, 0.47\n",
+      "OK: Joseph Mawle, score: 461.792694, desc: Actor, 4272 / 9131, 0.47\n",
+      "OK: Joseph Morgan, score: 592.250305, desc: Actor, 4273 / 9131, 0.47\n",
+      "OK: Joseph Muscat, score: 478.437988, desc: Prime Minister of Malta, 4274 / 9131, 0.47\n",
+      "OK: Joseph Stiglitz, score: 581.876587, desc: American economist, 4275 / 9131, 0.47\n",
+      "OK: Joseph Yobo, score: 489.8508, desc: Nigerian soccer player, 4276 / 9131, 0.47\n",
+      "OK: Josh Burkman, score: 358.716614, desc: American mixed martial artist, 4277 / 9131, 0.47\n",
+      "OK: Josh Charnley, score: 411.483673, desc: Rugby player, 4278 / 9131, 0.47\n",
+      "OK: Josh Hartnett, score: 620.120605, desc: American actor, 4279 / 9131, 0.47\n",
+      "OK: Josh Kelley, score: 515.649231, desc: American singer, 4280 / 9131, 0.47\n",
+      "OK: Josh Koscheck, score: 440.934235, desc: American mixed martial artist, 4281 / 9131, 0.47\n",
+      "OK: Josh Ramsay, score: 438.038147, desc: Canadian singer, 4282 / 9131, 0.47\n",
+      "OK: Josh Turner, score: 568.257446, desc: American gospel singer, 4283 / 9131, 0.47\n",
+      "OK: Joshua Bowman, score: 245.239532, desc: Actor, 4284 / 9131, 0.47\n",
+      "OK: Josie Bissett, score: 483.407898, desc: American actress, 4285 / 9131, 0.47\n",
+      "OK: José Aldo, score: 614.344971, desc: Brazilian mixed martial artist, 4286 / 9131, 0.47\n",
+      "OK: José Anigo, score: 442.490784, desc: French football manager, 4287 / 9131, 0.47\n",
+      "OK: José Bosingwa, score: 487.871155, desc: Soccer player, 4288 / 9131, 0.47\n",
+      "OK: José Bové, score: 448.609589, desc: French farmer, 4289 / 9131, 0.47\n",
+      "OK: José Callejón, score: 541.542419, desc: Spanish soccer player, 4290 / 9131, 0.47\n",
+      "OK: José Calzada, score: 358.04425, desc: Former Secretary of the Mexican Secretariat of Agriculture, Livestock, Rural Development, Fisheries and Food, 4291 / 9131, 0.47\n",
+      "OK: José Cura, score: 479.148743, desc: Operatic tenor, 4292 / 9131, 0.47\n",
+      "OK: José Eduardo Cardozo, score: 513.492004, desc: Brazilian lawyer, 4293 / 9131, 0.47\n",
+      "OK: José Enrique, score: 515.375916, desc: Spanish soccer player, 4294 / 9131, 0.47\n",
+      "OK: José Luis Chilavert, score: 883.505127, desc: Paraguayan soccer player, 4295 / 9131, 0.47\n",
+      "OK: José Luis Oltra, score: 677.575012, desc: Spanish soccer player, 4296 / 9131, 0.47\n",
+      "OK: José Luis Rodríguez Zapatero, score: 1293.772217, desc: Former Prime Minister of Spain, 4297 / 9131, 0.47\n",
+      "OK: José Manuel Barroso, score: 686.150452, desc: Portuguese Politician, 4298 / 9131, 0.47\n",
+      "OK: José Manuel Pinto, score: 559.069397, desc: Spanish soccer player, 4299 / 9131, 0.47\n",
+      "OK: José Manuel de la Sota, score: 987.223145, desc: Argentine Politician, 4300 / 9131, 0.47\n",
+      "OK: José María Torre, score: 603.282715, desc: Mexican actor, 4301 / 9131, 0.47\n",
+      "OK: José Mayer, score: 485.445618, desc: Brazilian actor, 4302 / 9131, 0.47\n",
+      "OK: José Meolans, score: 389.602539, desc: Freestyle swimmer, 4303 / 9131, 0.47\n",
+      "OK: José Mercé, score: 443.868195, desc: Spanish singer, 4304 / 9131, 0.47\n",
+      "OK: José Miguel Insulza, score: 517.888916, desc: Chilean Politician, 4305 / 9131, 0.47\n",
+      "OK: José Mourinho, score: 835.430725, desc: Portuguese football coach, 4306 / 9131, 0.47\n",
+      "OK: José Mujica, score: 695.513428, desc: Former President of Uruguay, 4307 / 9131, 0.47\n",
+      "OK: José Reyes, score: 594.814026, desc: Baseball infielder, 4308 / 9131, 0.47\n",
+      "OK: José Serra, score: 505.051208, desc: Brazilian senator, 4309 / 9131, 0.47\n",
+      "OK: José Sócrates, score: 564.581421, desc: Former Prime Minister of Portugal, 4310 / 9131, 0.47\n",
+      "OK: José de Jesús Corona, score: 1046.765625, desc: Mexican soccer player, 4311 / 9131, 0.47\n",
+      "OK: José Ángel Gurría, score: 548.208679, desc: Secretary-General of the Organisation for Economic Co-operation and Development, 4312 / 9131, 0.47\n",
+      "OK: Joumana Kidd, score: 384.546539, desc: Actress, 4313 / 9131, 0.47\n",
+      "OK: Jourdan Dunn, score: 525.382812, desc: Model, 4314 / 9131, 0.47\n",
+      "OK: Joy Behar, score: 584.416687, desc: American comedian, 4315 / 9131, 0.47\n",
+      "OK: Joy Bryant, score: 492.356384, desc: American actress, 4316 / 9131, 0.47\n",
+      "OK: Joya Ahsan, score: 245.065125, desc: Bangladeshi actress, 4317 / 9131, 0.47\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Joyce Carol Oates, score: 748.242004, desc: American writer, 4318 / 9131, 0.47\n",
+      "OK: Joyce Jonathan, score: 520.219849, desc: French singer-songwriter, 4319 / 9131, 0.47\n",
+      "OK: Jozefina Topalli, score: 351.264038, desc: Albanian Politician, 4320 / 9131, 0.47\n",
+      "OK: João Carlos Paes Mendonça, score: 520.704773, desc: Brazilian businessman, 4321 / 9131, 0.47\n",
+      "OK: João Moutinho, score: 602.576477, desc: Portuguese soccer player, 4322 / 9131, 0.47\n",
+      "OK: Juan Antonio Pizzi, score: 766.256348, desc: Soccer player, 4323 / 9131, 0.47\n",
+      "OK: Juan Carlos I of Spain, score: 1661.510864, desc: Former King of Spain, 4324 / 9131, 0.47\n",
+      "OK: Juan Carlos Olave, score: 477.76297, desc: Argentine soccer player, 4325 / 9131, 0.47\n",
+      "OK: Juan Carlos Valerón, score: 622.464417, desc: Spanish soccer player, 4326 / 9131, 0.47\n",
+      "OK: Juan Carlos Varela, score: 626.838257, desc: President of Panama, 4327 / 9131, 0.47\n",
+      "OK: Juan Diego Botto, score: 608.781677, desc: Argentine-Spanish actor, 4328 / 9131, 0.47\n",
+      "OK: Juan Formell, score: 348.556915, desc: Cuban bassist, 4329 / 9131, 0.47\n",
+      "OK: Juan García Postigo, score: 478.639191, desc: , 4330 / 9131, 0.47\n",
+      "OK: Juan Gil Navarro, score: 563.700317, desc: Argentine actor, 4331 / 9131, 0.47\n",
+      "OK: Juan Martín del Potro, score: 1520.195923, desc: Argentine tennis player, 4332 / 9131, 0.47\n",
+      "OK: Juan Mata, score: 637.981201, desc: Spanish soccer player, 4333 / 9131, 0.47\n",
+      "OK: Juan Minujín, score: 468.612793, desc: Argentine actor, 4334 / 9131, 0.47\n",
+      "OK: Juan Osorio, score: 434.191864, desc: Mexican producer, 4335 / 9131, 0.47\n",
+      "OK: Juan Pablo Di Pace, score: 790.961182, desc: Actor, 4336 / 9131, 0.47\n",
+      "OK: Juan Pablo Raba, score: 613.66156, desc: Film actor, 4337 / 9131, 0.47\n",
+      "OK: Juan Pablo Sorín, score: 725.87561, desc: Argentine soccer player, 4338 / 9131, 0.48\n",
+      "OK: Juan Pablo Ángel, score: 789.600342, desc: Colombian soccer player, 4339 / 9131, 0.48\n",
+      "OK: Juan Pedro Lanzani, score: 643.020447, desc: Argentine actor, 4340 / 9131, 0.48\n",
+      "OK: Juan Sebastián Verón, score: 945.241882, desc: Soccer player, 4341 / 9131, 0.48\n",
+      "OK: Juan Villoro, score: 413.342896, desc: Mexican writer, 4342 / 9131, 0.48\n",
+      "OK: Juan Williams, score: 491.295349, desc: American journalist, 4343 / 9131, 0.48\n",
+      "OK: Jud Tylor, score: 401.743042, desc: Canadian television actress, 4344 / 9131, 0.48\n",
+      "OK: Judah Friedlander, score: 489.156097, desc: American actor, 4345 / 9131, 0.48\n",
+      "OK: Judd Trump, score: 516.043152, desc: Snooker player, 4346 / 9131, 0.48\n",
+      "OK: Jude Law, score: 721.868591, desc: Actor, 4347 / 9131, 0.48\n",
+      "OK: Judi Dench, score: 761.13208, desc: Actress, 4348 / 9131, 0.48\n",
+      "OK: Judi Evans, score: 418.348846, desc: American actress, 4349 / 9131, 0.48\n",
+      "OK: Judit Mascó, score: 470.005219, desc: Spanish model, 4350 / 9131, 0.48\n",
+      "OK: Judith Giuliani, score: 450.885132, desc: American registered nurse, 4351 / 9131, 0.48\n",
+      "OK: Judith Rakers, score: 487.641876, desc: German journalist, 4352 / 9131, 0.48\n",
+      "OK: Judy Ann Santos, score: 714.117981, desc: Filipino film actress, 4353 / 9131, 0.48\n",
+      "OK: Judy Greer, score: 616.65918, desc: American actress, 4354 / 9131, 0.48\n",
+      "OK: Judy Reyes, score: 505.482605, desc: American television actress, 4355 / 9131, 0.48\n",
+      "OK: Juggan Kazim, score: 422.179169, desc: Actress, 4356 / 9131, 0.48\n",
+      "OK: Juhani Tamminen, score: 390.950348, desc: Finnish ice hockey player, 4357 / 9131, 0.48\n",
+      "OK: Juhi Chawla, score: 656.224426, desc: Indian actress, 4358 / 9131, 0.48\n",
+      "OK: Jujubee, score: 35.901714, desc: American drag queen, 4359 / 9131, 0.48\n",
+      "OK: Jules Bianchi, score: 575.684143, desc: French racing driver, 4360 / 9131, 0.48\n",
+      "OK: Juli Inkster, score: 478.887177, desc: American professional golfer, 4361 / 9131, 0.48\n",
+      "OK: Julia Gillard, score: 612.74054, desc: Former Prime Minister of Australia, 4362 / 9131, 0.48\n",
+      "OK: Julia Glushko, score: 497.048004, desc: Israeli tennis player, 4363 / 9131, 0.48\n",
+      "OK: Julia Görges, score: 693.803223, desc: German tennis player, 4364 / 9131, 0.48\n",
+      "OK: Julia Jentsch, score: 461.244446, desc: German actress, 4365 / 9131, 0.48\n",
+      "OK: Julia Klöckner, score: 519.362671, desc: Federal Minister for Food, Agriculture and Consumer Protection, 4366 / 9131, 0.48\n",
+      "OK: Julia Mancuso, score: 466.373535, desc: American alpine ski racer, 4367 / 9131, 0.48\n",
+      "OK: Julia Montes, score: 517.374573, desc: Filipino-German actress, 4368 / 9131, 0.48\n",
+      "OK: Julia Ormond, score: 566.97052, desc: Actress, 4369 / 9131, 0.48\n",
+      "OK: Julia Pitera, score: 355.160553, desc: Polish Politician, 4370 / 9131, 0.48\n",
+      "OK: Julia Sawalha, score: 484.37677, desc: Actress, 4371 / 9131, 0.48\n",
+      "OK: Julia Voth, score: 425.793457, desc: Actress, 4372 / 9131, 0.48\n",
+      "OK: Julian Baumgartlinger, score: 457.16095, desc: Austrian soccer player, 4373 / 9131, 0.48\n",
+      "OK: Julian Ozanne, score: 331.46994, desc: Film producer, 4374 / 9131, 0.48\n",
+      "OK: Julian Richings, score: 448.835785, desc: Actor, 4375 / 9131, 0.48\n",
+      "OK: Juliana Kanyomozi, score: 444.068481, desc: Ugandan musician, 4376 / 9131, 0.48\n",
+      "OK: Juliana Lohmann, score: 379.223114, desc: Brazilian actress, 4377 / 9131, 0.48\n",
+      "OK: Juliana Pasha, score: 374.234863, desc: Albanian singer, 4378 / 9131, 0.48\n",
+      "OK: Julianna Margulies, score: 614.406677, desc: American actress, 4379 / 9131, 0.48\n",
+      "OK: Julianne Michelle, score: 345.494232, desc: American film actress, 4380 / 9131, 0.48\n",
+      "OK: Juliano Cazarre, score: 405.486359, desc: Brazilian actor, 4381 / 9131, 0.48\n",
+      "OK: Julie Benz, score: 590.104492, desc: American actress, 4382 / 9131, 0.48\n",
+      "OK: Julie Bowen, score: 668.269165, desc: American actress, 4383 / 9131, 0.48\n",
+      "OK: Julie Depardieu, score: 496.92807, desc: French actress, 4384 / 9131, 0.48\n",
+      "OK: Julie Estelle, score: 440.675171, desc: Indonesian actress, 4385 / 9131, 0.48\n",
+      "OK: Julie Gayet, score: 546.278198, desc: French film actress, 4386 / 9131, 0.48\n",
+      "OK: Julie Henderson, score: 465.611145, desc: American model, 4387 / 9131, 0.48\n",
+      "OK: Julie Hesmondhalgh, score: 426.165314, desc: Actress, 4388 / 9131, 0.48\n",
+      "OK: Julie Piétri, score: 494.028381, desc: Singer, 4389 / 9131, 0.48\n",
+      "OK: Julie Taton, score: 392.106659, desc: , 4390 / 9131, 0.48\n",
+      "OK: Julie Taymor, score: 489.216095, desc: American director, 4391 / 9131, 0.48\n",
+      "OK: Julien Doré, score: 546.846802, desc: French singer-songwriter, 4392 / 9131, 0.48\n",
+      "OK: Julien Escudé, score: 391.953979, desc: French soccer player, 4393 / 9131, 0.48\n",
+      "OK: Julien Lepers, score: 464.050018, desc: French television presenter, 4394 / 9131, 0.48\n",
+      "OK: Juliet Huddy, score: 404.902466, desc: Talk show host, 4395 / 9131, 0.48\n",
+      "OK: Julieta Díaz, score: 432.259033, desc: Argentine film actress, 4396 / 9131, 0.48\n",
+      "OK: Juliette Binoche, score: 666.35675, desc: French actress, 4397 / 9131, 0.48\n",
+      "OK: Julio César Chávez, score: 1059.269897, desc: Mexican professional boxer, 4398 / 9131, 0.48\n",
+      "OK: Julio César Chávez, Jr., score: 1085.924438, desc: Mexican professional boxer, 4399 / 9131, 0.48\n",
+      "OK: Julio César Falcioni, score: 692.17926, desc: Argentine football manager, 4400 / 9131, 0.48\n",
+      "OK: Julio Iglesias, score: 759.410645, desc: Spanish singer-songwriter, 4401 / 9131, 0.48\n",
+      "OK: Julio Iglesias, Jr., score: 698.492432, desc: Spanish singer, 4402 / 9131, 0.48\n",
+      "OK: Julius Maada Bio, score: 833.021912, desc: President of Sierra Leone, 4403 / 9131, 0.48\n",
+      "OK: Julián Domínguez, score: 355.374207, desc: Argentine Politician, 4404 / 9131, 0.48\n",
+      "OK: Julián Gil, score: 510.571594, desc: Argentine-Puerto Rican actor, 4405 / 9131, 0.48\n",
+      "OK: Jun Jin, score: 438.316132, desc: South Korean singer, 4406 / 9131, 0.48\n",
+      "OK: Jun Matsumoto, score: 632.132446, desc: Japanese singer, 4407 / 9131, 0.48\n",
+      "OK: Jun Natsukawa, score: 401.799255, desc: Japanese gravure idol, 4408 / 9131, 0.48\n",
+      "OK: Jung Jae-sung, score: 658.756348, desc: South Korean badminton player, 4409 / 9131, 0.48\n",
+      "OK: Juno Temple, score: 582.746338, desc: Actress, 4410 / 9131, 0.48\n",
+      "OK: Jupp Heynckes, score: 595.362793, desc: Soccer player, 4411 / 9131, 0.48\n",
+      "OK: Juri Ueno, score: 564.27771, desc: Japanese actress, 4412 / 9131, 0.48\n",
+      "OK: Jurnee Smollett, score: 452.164642, desc: American actress, 4413 / 9131, 0.48\n",
+      "OK: Justin Abdelkader, score: 410.660034, desc: Ice hockey left wing, 4414 / 9131, 0.48\n",
+      "OK: Justin Baldoni, score: 541.632751, desc: American actor, 4415 / 9131, 0.48\n",
+      "OK: Justin Bartha, score: 513.551941, desc: American actor, 4416 / 9131, 0.48\n",
+      "OK: Justin Bieber, score: 939.832336, desc: Canadian singer-songwriter, 4417 / 9131, 0.48\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Justin Chambers, score: 616.552429, desc: Actor, 4418 / 9131, 0.48\n",
+      "OK: Justin Gaston, score: 425.704926, desc: American singer-songwriter, 4419 / 9131, 0.48\n",
+      "OK: Justin Gatlin, score: 590.373901, desc: American athlete, 4420 / 9131, 0.48\n",
+      "OK: Justin Guarini, score: 490.958893, desc: American singer, 4421 / 9131, 0.48\n",
+      "OK: Justin Masterson, score: 411.537903, desc: Baseball pitcher, 4422 / 9131, 0.48\n",
+      "OK: Justin Rose, score: 594.840637, desc: English professional golfer, 4423 / 9131, 0.48\n",
+      "OK: Justin Townes Earle, score: 613.650757, desc: American singer-songwriter, 4424 / 9131, 0.48\n",
+      "OK: Justin Trudeau, score: 942.059631, desc: Prime Minister of Canada, 4425 / 9131, 0.48\n",
+      "OK: Justin Tuck, score: 499.055878, desc: Football defensive end, 4426 / 9131, 0.48\n",
+      "OK: Justine Greening, score: 507.407074, desc: Member of Parliament of the United Kingdom, 4427 / 9131, 0.48\n",
+      "OK: Justine Henin, score: 714.683594, desc: Belgian tennis player, 4428 / 9131, 0.48\n",
+      "OK: Jwala Gutta, score: 572.404114, desc: Indian badminton player, 4429 / 9131, 0.49\n",
+      "OK: Jyothika, score: 49.500717, desc: Indian actress, 4430 / 9131, 0.49\n",
+      "OK: Jyoti Amge, score: 511.17569, desc: Indian actress, 4431 / 9131, 0.49\n",
+      "OK: Jyrki 69, score: 407.48941, desc: Vocalist, 4432 / 9131, 0.49\n",
+      "OK: Jyrki Katainen, score: 468.32309, desc: Former Prime Minister of Finland, 4433 / 9131, 0.49\n",
+      "OK: Ján Figeľ, score: 383.892883, desc: Political leader, 4434 / 9131, 0.49\n",
+      "OK: Ján Kozák, score: 508.150177, desc: Football manager, 4435 / 9131, 0.49\n",
+      "OK: Ján Slota, score: 409.264008, desc: Political leader, 4436 / 9131, 0.49\n",
+      "OK: Jérémie Renier, score: 489.047333, desc: Belgian actor, 4437 / 9131, 0.49\n",
+      "OK: Jérémy Chardy, score: 590.28186, desc: French tennis player, 4438 / 9131, 0.49\n",
+      "OK: Jérémy Mathieu, score: 516.143311, desc: French soccer player, 4439 / 9131, 0.49\n",
+      "OK: Jérémy Ménez, score: 598.403259, desc: French soccer player, 4440 / 9131, 0.49\n",
+      "OK: Jérémy Perbet, score: 439.017242, desc: French soccer player, 4441 / 9131, 0.49\n",
+      "OK: Jérémy Toulalan, score: 513.764038, desc: French soccer player, 4442 / 9131, 0.49\n",
+      "OK: Jérôme Cahuzac, score: 437.234344, desc: Former Member of the French National Assembly, 4443 / 9131, 0.49\n",
+      "OK: Jérôme Fernandez, score: 403.598999, desc: French handball player, 4444 / 9131, 0.49\n",
+      "OK: Jérôme Kerviel, score: 466.972382, desc: French trader, 4445 / 9131, 0.49\n",
+      "OK: Józef Oleksy, score: 449.516205, desc: Polish Politician, 4446 / 9131, 0.49\n",
+      "OK: Jürgen Drews, score: 619.486572, desc: German singer, 4447 / 9131, 0.49\n",
+      "OK: Jürgen Klopp, score: 689.682373, desc: German football manager, 4448 / 9131, 0.49\n",
+      "OK: Jürgen Melzer, score: 585.940918, desc: Austrian tennis player, 4449 / 9131, 0.49\n",
+      "OK: Jürgen Trittin, score: 430.870575, desc: Member of the German Bundestag, 4450 / 9131, 0.49\n",
+      "OK: Jürgen Vogel, score: 493.37088, desc: Actor, 4451 / 9131, 0.49\n",
+      "OK: Jürgen von der Lippe, score: 833.894531, desc: German television presenter, 4452 / 9131, 0.49\n",
+      "OK: K-Maro, score: 502.232574, desc: Singer, 4453 / 9131, 0.49\n",
+      "OK: KJ Choi, score: 177.882217, desc: South Korean professional golfer, 4454 / 9131, 0.49\n",
+      "OK: KC Concepcion, score: 560.037292, desc: Filipino actress, 4455 / 9131, 0.49\n",
+      "OK: KRS-One, score: 824.390259, desc: American rapper, 4456 / 9131, 0.49\n",
+      "OK: KT Tunstall, score: 600.73761, desc: Singer-songwriter, 4457 / 9131, 0.49\n",
+      "OK: Kabir Bedi, score: 550.688293, desc: Television actor, 4458 / 9131, 0.49\n",
+      "OK: Kacey Ainsworth, score: 390.951263, desc: Actress, 4459 / 9131, 0.49\n",
+      "OK: Kadek Devie, score: 382.343475, desc: Indonesian actress, 4460 / 9131, 0.49\n",
+      "OK: Kader Loth, score: 377.906189, desc: German actor, 4461 / 9131, 0.49\n",
+      "OK: Kai Greene, score: 521.059082, desc: American bodybuilder, 4462 / 9131, 0.49\n",
+      "OK: Kai Schumann, score: 365.95694, desc: Actor, 4463 / 9131, 0.49\n",
+      "OK: Kaiane Aldorino, score: 419.373779, desc: Politician, 4464 / 9131, 0.49\n",
+      "OK: Kailash Kher, score: 579.173584, desc: Indian film music composer, 4465 / 9131, 0.49\n",
+      "OK: Kaisa Mäkäräinen, score: 513.953552, desc: Finnish biathlete, 4466 / 9131, 0.49\n",
+      "OK: Kaitlin Doubleday, score: 483.308258, desc: American actress, 4467 / 9131, 0.49\n",
+      "OK: Kajal Aggarwal, score: 683.723633, desc: Indian film actress, 4468 / 9131, 0.49\n",
+      "OK: Kajol, score: 57.985451, desc: Indian film actress, 4469 / 9131, 0.49\n",
+      "OK: Kakha Kaladze, score: 485.422546, desc: Politician, 4470 / 9131, 0.49\n",
+      "OK: Kalidou Koulibaly, score: 569.680115, desc: Soccer player, 4471 / 9131, 0.49\n",
+      "OK: Kaliese Spencer, score: 329.137909, desc: Jamaican track and field athlete, 4472 / 9131, 0.49\n",
+      "OK: Kalki Koechlin, score: 572.621094, desc: Actress, 4473 / 9131, 0.49\n",
+      "OK: Kalle Moraeus, score: 445.471863, desc: Swedish musician, 4474 / 9131, 0.49\n",
+      "OK: Kamal Haasan, score: 856.785156, desc: Indian film actor, 4475 / 9131, 0.49\n",
+      "OK: Kamal Nath, score: 539.532104, desc: Member of the Lok Sabha, 4476 / 9131, 0.49\n",
+      "OK: Kamala Harris, score: 685.092346, desc: United States Senator, 4477 / 9131, 0.49\n",
+      "OK: Kamalinee Mukherjee, score: 456.170776, desc: Indian actress, 4478 / 9131, 0.49\n",
+      "OK: Kamie Crawford, score: 370.543945, desc: American actress, 4479 / 9131, 0.49\n",
+      "OK: Kamil Drygas, score: 356.495209, desc: Polish soccer player, 4480 / 9131, 0.49\n",
+      "OK: Kamil Glik, score: 563.256653, desc: Polish soccer player, 4481 / 9131, 0.49\n",
+      "OK: Kamil Stoch, score: 611.802734, desc: Polish ski jumper, 4482 / 9131, 0.49\n",
+      "OK: Kamilla Baar, score: 379.299652, desc: Actress, 4483 / 9131, 0.49\n",
+      "OK: Kamya Panjabi, score: 265.403015, desc: Television actress, 4484 / 9131, 0.49\n",
+      "OK: Kanako Enomoto, score: 442.591278, desc: Japanese actress, 4485 / 9131, 0.49\n",
+      "OK: Kandyse McClure, score: 463.606201, desc: Canadian-South African actress, 4486 / 9131, 0.49\n",
+      "OK: Kang Dong-won, score: 505.336487, desc: South Korean actor, 4487 / 9131, 0.49\n",
+      "OK: Kang Ji-hwan, score: 669.600952, desc: South Korean actor, 4488 / 9131, 0.49\n",
+      "OK: Kang Ji-young, score: 606.101685, desc: South Korean actress, 4489 / 9131, 0.49\n",
+      "HTTP Error 503: Service Unavailable Kangin\n",
+      "OK: Kangin, score: 39.194447, desc: South Korean singer, 4490 / 9131, 0.49\n",
+      "OK: Kangta, score: 40.500504, desc: South Korean singer, 4491 / 9131, 0.49\n",
+      "OK: Kaori Momoi, score: 508.409882, desc: Japanese actress, 4492 / 9131, 0.49\n",
+      "OK: Kapil Sibal, score: 515.018555, desc: Former Human Resource Development Minister of India, 4493 / 9131, 0.49\n",
+      "OK: Kara DioGuardi, score: 510.938965, desc: American singer, 4494 / 9131, 0.49\n",
+      "OK: Kara Hui, score: 522.28418, desc: Actress, 4495 / 9131, 0.49\n",
+      "OK: Kara Killmer, score: 461.530731, desc: American actress, 4496 / 9131, 0.49\n",
+      "OK: Kara Monaco, score: 460.090088, desc: American model, 4497 / 9131, 0.49\n",
+      "OK: Kara Scott, score: 374.184814, desc: Canadian TV personality, 4498 / 9131, 0.49\n",
+      "OK: Karan Johar, score: 672.004028, desc: Indian film director, 4499 / 9131, 0.49\n",
+      "OK: Karan Mehra, score: 468.076538, desc: Indian television actor, 4500 / 9131, 0.49\n",
+      "OK: Karan Tacker, score: 444.699524, desc: Indian actor, 4501 / 9131, 0.49\n",
+      "OK: Karan Wahi, score: 493.25058, desc: Indian cricketer, 4502 / 9131, 0.49\n",
+      "OK: Kareena Kapoor Khan, score: 817.115967, desc: Indian actress, 4503 / 9131, 0.49\n",
+      "OK: Karekin II, score: 418.430389, desc: Catholicos of All Armenians, 4504 / 9131, 0.49\n",
+      "OK: Karel Schwarzenberg, score: 470.06897, desc: Former Minister of Foreign Affairs of the Czech Republic, 4505 / 9131, 0.49\n",
+      "OK: Karen Carney, score: 467.593964, desc: English soccer player, 4506 / 9131, 0.49\n",
+      "OK: Karen Dejo, score: 455.279541, desc: Peruvian actress, 4507 / 9131, 0.49\n",
+      "OK: Karen Fairchild, score: 396.659973, desc: Musical artist, 4508 / 9131, 0.49\n",
+      "OK: Karen Gillan, score: 667.801086, desc: Actress, 4509 / 9131, 0.49\n",
+      "OK: Karen Hassan, score: 404.689209, desc: Actress, 4510 / 9131, 0.49\n",
+      "OK: Karen Minier, score: 377.034698, desc: Belgian television presenter, 4511 / 9131, 0.49\n",
+      "OK: Karen Mulder, score: 528.411865, desc: Dutch model, 4512 / 9131, 0.49\n",
+      "HTTP Error 503: Service Unavailable Kari Bremnes\n",
+      "OK: Kari Bremnes, score: 467.816376, desc: Norwegian singer, 4513 / 9131, 0.49\n",
+      "OK: Kari Mäkinen, score: 330.996918, desc: , 4514 / 9131, 0.49\n",
+      "OK: Kari Wührer, score: 519.620544, desc: American actress, 4515 / 9131, 0.49\n",
+      "OK: Karim Benzema, score: 752.800354, desc: Soccer player, 4516 / 9131, 0.49\n",
+      "OK: Karim Wade, score: 412.770142, desc: Senegalese Politician, 4517 / 9131, 0.49\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Karin Bloemen, score: 427.495056, desc: Dutch actress, 4518 / 9131, 0.49\n",
+      "OK: Karin Ontiveros, score: 387.642029, desc: Mexican television host, 4519 / 9131, 0.49\n",
+      "OK: Karin Stoiber, score: 351.609406, desc: Edmund Stoiber's wife, 4520 / 9131, 0.50\n",
+      "OK: Karishma Manandhar, score: 350.047363, desc: Nepalese actress, 4521 / 9131, 0.50\n",
+      "OK: Karishma Tanna, score: 560.65564, desc: Indian film actress, 4522 / 9131, 0.50\n",
+      "OK: Karita Mattila, score: 431.982574, desc: Opera singer, 4523 / 9131, 0.50\n",
+      "OK: Karl Denson, score: 413.97226, desc: American flutist, 4524 / 9131, 0.50\n",
+      "OK: Karl Rove, score: 539.777466, desc: Former White House Deputy Chief of Staff, 4525 / 9131, 0.50\n",
+      "OK: Karl Urban, score: 596.006714, desc: New Zealand actor, 4526 / 9131, 0.50\n",
+      "OK: Karl-Heinz Grasser, score: 558.174194, desc: Austrian Politician, 4527 / 9131, 0.50\n",
+      "OK: Karl-Heinz Rummenigge, score: 816.604614, desc: Soccer player, 4528 / 9131, 0.50\n",
+      "OK: Karlie Kloss, score: 647.821777, desc: American model, 4529 / 9131, 0.50\n",
+      "OK: Karlos Arguiñano, score: 484.801056, desc: Spanish chef, 4530 / 9131, 0.50\n",
+      "OK: Karmen Pedaru, score: 405.470886, desc: Estonian model, 4531 / 9131, 0.50\n",
+      "OK: Karmichael Hunt, score: 459.59845, desc: Rugby player, 4532 / 9131, 0.50\n",
+      "OK: Karol Bielecki, score: 427.934265, desc: Polish handball player, 4533 / 9131, 0.50\n",
+      "OK: Karol Strasburger, score: 380.175446, desc: Actor, 4534 / 9131, 0.50\n",
+      "OK: Karolina Nowakowska, score: 380.354279, desc: Polish actress, 4535 / 9131, 0.50\n",
+      "OK: Karrie Webb, score: 479.353638, desc: Australian golfer, 4536 / 9131, 0.50\n",
+      "OK: Karsten Johansson, score: 325.546509, desc: Architect, 4537 / 9131, 0.50\n",
+      "OK: Karthi, score: 45.712948, desc: Indian film actor, 4538 / 9131, 0.50\n",
+      "OK: Karthika Nair, score: 480.918854, desc: Indian film actress, 4539 / 9131, 0.50\n",
+      "OK: Karun Chandhok, score: 464.627869, desc: Indian racing driver, 4540 / 9131, 0.50\n",
+      "OK: Kasey Kahne, score: 625.543518, desc: American racing driver, 4541 / 9131, 0.50\n",
+      "OK: Kasia Cerekwicka, score: 431.084259, desc: Polish singer, 4542 / 9131, 0.50\n",
+      "OK: Kasia Kowalska, score: 518.976562, desc: Polish singer, 4543 / 9131, 0.50\n",
+      "OK: Kasia Stankiewicz, score: 446.544006, desc: Polish singer, 4544 / 9131, 0.50\n",
+      "OK: Kasim Reed, score: 471.745392, desc: Former Mayor of Atlanta, 4545 / 9131, 0.50\n",
+      "OK: Kaspars Kambala, score: 386.58136, desc: Latvian basketball player, 4546 / 9131, 0.50\n",
+      "OK: Kasper Hjulmand, score: 392.221161, desc: Danish football manager, 4547 / 9131, 0.50\n",
+      "OK: Kassie DePaiva, score: 451.142944, desc: American actress, 4548 / 9131, 0.50\n",
+      "OK: Katarina Waters, score: 469.022888, desc: Professional wrestler, 4549 / 9131, 0.50\n",
+      "OK: Katarzyna Cichopek, score: 459.103271, desc: Polish actress, 4550 / 9131, 0.50\n",
+      "OK: Katarzyna Piter, score: 444.559967, desc: Polish tennis player, 4551 / 9131, 0.50\n",
+      "OK: Kate Adie, score: 458.649414, desc: Journalist, 4552 / 9131, 0.50\n",
+      "OK: Kate Bush, score: 666.255188, desc: English singer-songwriter, 4553 / 9131, 0.50\n",
+      "OK: Kate Ceberano, score: 511.894348, desc: Australian singer, 4554 / 9131, 0.50\n",
+      "OK: Kate Garraway, score: 491.678558, desc: Television presenter, 4555 / 9131, 0.50\n",
+      "OK: Kate Gosselin, score: 645.691711, desc: American television personality, 4556 / 9131, 0.50\n",
+      "OK: Kate Hudson, score: 698.232666, desc: American actress, 4557 / 9131, 0.50\n",
+      "OK: Kate Humble, score: 460.153259, desc: Television presenter, 4558 / 9131, 0.50\n",
+      "OK: Kate Linder, score: 389.843292, desc: American actress, 4559 / 9131, 0.50\n",
+      "OK: Kate Nauta, score: 445.32782, desc: American fashion model, 4560 / 9131, 0.50\n",
+      "OK: Kate OMara, score: 64.491859, desc: Film actress, 4561 / 9131, 0.50\n",
+      "OK: Kate Ritchie, score: 492.053314, desc: Australian actress, 4562 / 9131, 0.50\n",
+      "OK: Kate Rusby, score: 500.563751, desc: Singer-songwriter, 4563 / 9131, 0.50\n",
+      "OK: Kate Ryan, score: 552.2099, desc: Belgian singer-songwriter, 4564 / 9131, 0.50\n",
+      "OK: Kate Segal, score: 310.530151, desc: , 4565 / 9131, 0.50\n",
+      "OK: Kate del Castillo, score: 799.650757, desc: Actress, 4566 / 9131, 0.50\n",
+      "OK: Katerina Stikoudi, score: 465.765533, desc: Greek model, 4567 / 9131, 0.50\n",
+      "OK: Kateřina Brožová, score: 376.051422, desc: Actress, 4568 / 9131, 0.50\n",
+      "OK: Kateřina Sokolová, score: 387.678528, desc: Czech model, 4569 / 9131, 0.50\n",
+      "OK: Katharina Abt, score: 369.796509, desc: Actress, 4570 / 9131, 0.50\n",
+      "OK: Katharina Böhm, score: 476.108246, desc: Actress, 4571 / 9131, 0.50\n",
+      "OK: Katharina Schüttler, score: 437.34613, desc: German television actress, 4572 / 9131, 0.50\n",
+      "OK: Katharina Thalbach, score: 475.846527, desc: Actress, 4573 / 9131, 0.50\n",
+      "OK: Katharina Wagner, score: 437.532715, desc: German stage director, 4574 / 9131, 0.50\n",
+      "OK: Katharine Isabelle, score: 515.750488, desc: Canadian actress, 4575 / 9131, 0.50\n",
+      "OK: Katharine Ross, score: 595.861267, desc: American film actress, 4576 / 9131, 0.50\n",
+      "OK: Katherine Brunt, score: 429.482574, desc: Cricketer, 4577 / 9131, 0.50\n",
+      "OK: Katherine Grainger, score: 509.837067, desc: Chancellor of Oxford Brookes University, 4578 / 9131, 0.50\n",
+      "OK: Katherine Kelly Lang, score: 697.82489, desc: American actress, 4579 / 9131, 0.50\n",
+      "OK: Katherine Schwarzenegger, score: 597.554565, desc: American author, 4580 / 9131, 0.50\n",
+      "OK: Kathleen Aerts, score: 395.214874, desc: Belgian singer, 4581 / 9131, 0.50\n",
+      "OK: Kathleen Wynne, score: 529.092957, desc: Former Premier of Ontario, 4582 / 9131, 0.50\n",
+      "OK: Kathryn Bigelow, score: 574.637085, desc: American director, 4583 / 9131, 0.50\n",
+      "OK: Kathryn Leigh Scott, score: 533.85498, desc: American television actress, 4584 / 9131, 0.50\n",
+      "OK: Kathryn Morris, score: 499.140289, desc: American actress, 4585 / 9131, 0.50\n",
+      "OK: Kathy Hilton, score: 513.341492, desc: American actress, 4586 / 9131, 0.50\n",
+      "OK: Kati Wilhelm, score: 442.381378, desc: German biathlete, 4587 / 9131, 0.50\n",
+      "OK: Katie Armiger, score: 358.565338, desc: Musical artist, 4588 / 9131, 0.50\n",
+      "OK: Katie Chonacas, score: 367.601837, desc: American actress, 4589 / 9131, 0.50\n",
+      "OK: Katie Couric, score: 622.502502, desc: American journalist, 4590 / 9131, 0.50\n",
+      "OK: Katie Holmes, score: 745.503967, desc: American actress, 4591 / 9131, 0.50\n",
+      "OK: Katie Hopkins, score: 568.522644, desc: Media personality, 4592 / 9131, 0.50\n",
+      "OK: Katie Melua, score: 586.229004, desc: British-Georgian singer-songwriter, 4593 / 9131, 0.50\n",
+      "OK: Katie Perry, score: 242.381454, desc: Australian fashion designer, 4594 / 9131, 0.50\n",
+      "OK: Katie Price, score: 701.667419, desc: Television personality, 4595 / 9131, 0.50\n",
+      "OK: Katie Taylor, score: 507.785858, desc: Irish professional boxer, 4596 / 9131, 0.50\n",
+      "OK: Katilette, score: 4.363191, desc: Shay Carl's wife, 4597 / 9131, 0.50\n",
+      "OK: Katja Kipping, score: 478.503876, desc: Member of the Bundestag, 4598 / 9131, 0.50\n",
+      "OK: Katja Riemann, score: 513.268188, desc: German actress, 4599 / 9131, 0.50\n",
+      "OK: Katja Weitzenböck, score: 359.868835, desc: Actor, 4600 / 9131, 0.50\n",
+      "OK: Katlego Mphela, score: 449.889526, desc: South African soccer player, 4601 / 9131, 0.50\n",
+      "OK: Katon W. De Pena, score: 575.820496, desc: Band, 4602 / 9131, 0.50\n",
+      "OK: Katri Helena, score: 556.216858, desc: Finnish singer, 4603 / 9131, 0.50\n",
+      "OK: Katrin Göring-Eckardt, score: 661.347046, desc: Member of the German Bundestag, 4604 / 9131, 0.50\n",
+      "OK: Katrin Saß, score: 467.173065, desc: German actress, 4605 / 9131, 0.50\n",
+      "OK: Katrin Zytomierska, score: 418.51236, desc: Swedish columnist, 4606 / 9131, 0.50\n",
+      "OK: Katsia Damankova, score: 294.057007, desc: Belarusian model, 4607 / 9131, 0.50\n",
+      "OK: Kausha Rach, score: 399.452637, desc: Indian film actress, 4608 / 9131, 0.50\n",
+      "OK: Kaveri Jha, score: 374.145233, desc: Indian film actress, 4609 / 9131, 0.50\n",
+      "OK: Kavya Madhavan, score: 597.551331, desc: Indian film actress, 4610 / 9131, 0.50\n",
+      "OK: Kawee Tanjararak, score: 382.57489, desc: Thai actor, 4611 / 9131, 0.50\n",
+      "OK: Kay Bailey Hutchison, score: 717.838379, desc: Former United States Senator, 4612 / 9131, 0.51\n",
+      "OK: Kaya Jones, score: 457.028564, desc: American-Canadian singer, 4613 / 9131, 0.51\n",
+      "OK: Kaya Yanar, score: 467.279144, desc: German comedian, 4614 / 9131, 0.51\n",
+      "OK: Kayky Brito, score: 410.374268, desc: Brazilian actor, 4615 / 9131, 0.51\n",
+      "OK: Kazimierz Moskal, score: 368.556793, desc: Polish soccer player, 4616 / 9131, 0.51\n",
+      "OK: Kazimierz Nycz, score: 437.97998, desc: Archbishop of Warsaw, 4617 / 9131, 0.51\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Kazue Fukiishi, score: 497.793671, desc: Japanese actress, 4618 / 9131, 0.51\n",
+      "OK: Kazunari Ninomiya, score: 659.517822, desc: Japanese singer, 4619 / 9131, 0.51\n",
+      "OK: Keb Mo, score: 613.929199, desc: American musician, 4620 / 9131, 0.51\n",
+      "OK: Keegan-Michael Key, score: 806.008545, desc: American actor, 4621 / 9131, 0.51\n",
+      "OK: Keerthi Chawla, score: 385.982666, desc: Indian actress, 4622 / 9131, 0.51\n",
+      "OK: Kei Kamara, score: 463.126678, desc: Soccer player, 4623 / 9131, 0.51\n",
+      "OK: Kei Nishikori, score: 775.69751, desc: Japanese tennis player, 4624 / 9131, 0.51\n",
+      "OK: Keiko Kitagawa, score: 617.607605, desc: Japanese actress, 4625 / 9131, 0.51\n",
+      "OK: Keisha Buchanan, score: 457.717255, desc: Singer-songwriter, 4626 / 9131, 0.51\n",
+      "OK: Keisha Castle-Hughes, score: 682.233887, desc: New Zealand actress, 4627 / 9131, 0.51\n",
+      "OK: Keisuke Honda, score: 724.394226, desc: Japanese soccer player, 4628 / 9131, 0.51\n",
+      "OK: Keith Jardine, score: 436.490845, desc: American actor, 4629 / 9131, 0.51\n",
+      "HTTP Error 503: Service Unavailable Keith Millen\n",
+      "OK: Keith Millen, score: 386.05423, desc: Football manager, 4630 / 9131, 0.51\n",
+      "OK: Kelis, score: 57.53624, desc: American singer-songwriter, 4631 / 9131, 0.51\n",
+      "OK: Kelli McCarty, score: 470.791626, desc: American actress, 4632 / 9131, 0.51\n",
+      "OK: Kellie Pickler, score: 580.295044, desc: American musical artist, 4633 / 9131, 0.51\n",
+      "OK: Kellie Shirley, score: 368.660828, desc: Actress, 4634 / 9131, 0.51\n",
+      "OK: Kelly Ayotte, score: 562.459778, desc: Former United States Senator, 4635 / 9131, 0.51\n",
+      "OK: Kelly Blatz, score: 420.454163, desc: American actor, 4636 / 9131, 0.51\n",
+      "OK: Kelly Choi, score: 355.50885, desc: TV producer, 4637 / 9131, 0.51\n",
+      "OK: Kelly Hu, score: 597.898193, desc: American actress, 4638 / 9131, 0.51\n",
+      "OK: Kelly Misa, score: 330.249512, desc: Model, 4639 / 9131, 0.51\n",
+      "OK: Kelly Olynyk, score: 488.36618, desc: Canadian basketball player, 4640 / 9131, 0.51\n",
+      "OK: Kelly Ripa, score: 688.188232, desc: American actress, 4641 / 9131, 0.51\n",
+      "OK: Kelly Rowland, score: 713.440186, desc: American singer, 4642 / 9131, 0.51\n",
+      "OK: Kelly Stables, score: 506.773804, desc: American actress, 4643 / 9131, 0.51\n",
+      "OK: Kelsey Chow, score: 550.390503, desc: American actress, 4644 / 9131, 0.51\n",
+      "OK: Kelsey-Beth Crossley, score: 452.366638, desc: British actress, 4645 / 9131, 0.51\n",
+      "OK: Kemal Derviş, score: 447.067566, desc: Turkish economist, 4646 / 9131, 0.51\n",
+      "OK: Kemal Kılıçdaroğlu, score: 601.65033, desc: President of the Republican People's Party, 4647 / 9131, 0.51\n",
+      "OK: Kemal Sunal, score: 584.402405, desc: Turkish actor, 4648 / 9131, 0.51\n",
+      "OK: Ken Clarke, score: 482.91687, desc: Former Chancellor of the Exchequer, 4649 / 9131, 0.51\n",
+      "OK: Ken Davitian, score: 450.993683, desc: American actor, 4650 / 9131, 0.51\n",
+      "OK: Ken Duken, score: 443.717651, desc: German actor, 4651 / 9131, 0.51\n",
+      "OK: Ken Livingstone, score: 540.707031, desc: Former Mayor of London, 4652 / 9131, 0.51\n",
+      "OK: Ken Loach, score: 548.017639, desc: Director, 4653 / 9131, 0.51\n",
+      "OK: Ken Norton, Jr., score: 777.013306, desc: American coach, 4654 / 9131, 0.51\n",
+      "OK: Ken Whisenhunt, score: 432.400818, desc: Football coach, 4655 / 9131, 0.51\n",
+      "HTTP Error 503: Service Unavailable Kenan İmirzalıoğlu\n",
+      "OK: Kenan İmirzalıoğlu, score: 561.763855, desc: Turkish actor, 4656 / 9131, 0.51\n",
+      "OK: Kendrick Perkins, score: 501.332397, desc: American basketball player, 4657 / 9131, 0.51\n",
+      "OK: Kenenisa Bekele, score: 534.080139, desc: Ethiopian olympic athlete, 4658 / 9131, 0.51\n",
+      "OK: Kenichi Matsuyama, score: 558.803101, desc: Japanese actor, 4659 / 9131, 0.51\n",
+      "OK: Kenneth Faried, score: 564.736877, desc: American basketball player, 4660 / 9131, 0.51\n",
+      "OK: Kenny Dalglish, score: 612.157654, desc: Former soccer player, 4661 / 9131, 0.51\n",
+      "OK: Kent Nagano, score: 514.515991, desc: American conductor, 4662 / 9131, 0.51\n",
+      "OK: Kenwyne Jones, score: 476.828308, desc: Trinidadian soccer player, 4663 / 9131, 0.51\n",
+      "OK: Kenyon Martin, score: 545.209717, desc: American basketball player, 4664 / 9131, 0.51\n",
+      "OK: Kerem Tunçeri, score: 436.918274, desc: Turkish basketball player, 4665 / 9131, 0.51\n",
+      "OK: Kerri Kasem, score: 381.166199, desc: American radio personality, 4666 / 9131, 0.51\n",
+      "OK: Kerri-Anne Kennerley, score: 571.545593, desc: Australian television personality, 4667 / 9131, 0.51\n",
+      "OK: Kerron Stewart, score: 381.87616, desc: Jamaican olympic athlete, 4668 / 9131, 0.51\n",
+      "OK: Kerry Ellis, score: 455.006927, desc: Actress, 4669 / 9131, 0.51\n",
+      "OK: Kerry Von Erich, score: 861.287231, desc: American professional wrestler, 4670 / 9131, 0.51\n",
+      "OK: Kerstin Garefrekes, score: 417.887482, desc: Soccer player, 4671 / 9131, 0.51\n",
+      "OK: Keshia Knight Pulliam, score: 723.029846, desc: American actress, 4672 / 9131, 0.51\n",
+      "OK: Ketil Solvik-Olsen, score: 615.075806, desc: Norwegian Politician, 4673 / 9131, 0.51\n",
+      "OK: Kevin Costner, score: 736.890869, desc: American actor, 4674 / 9131, 0.51\n",
+      "OK: Kevin Dillon, score: 498.298035, desc: American actor, 4675 / 9131, 0.51\n",
+      "OK: Kevin Durand, score: 517.958984, desc: Canadian actor, 4676 / 9131, 0.51\n",
+      "OK: Kevin Durant, score: 794.475525, desc: American basketball player, 4677 / 9131, 0.51\n",
+      "OK: Kevin Gates, score: 606.709839, desc: American rapper, 4678 / 9131, 0.51\n",
+      "OK: Kevin Großkreutz, score: 571.658691, desc: German soccer player, 4679 / 9131, 0.51\n",
+      "OK: Kevin Jonas, score: 710.88385, desc: American musician, 4680 / 9131, 0.51\n",
+      "OK: Kevin Kampl, score: 481.911102, desc: Soccer player, 4681 / 9131, 0.51\n",
+      "OK: Kevin Kurányi, score: 595.827332, desc: Brazilian-German-Hungarian-Panamanian soccer player, 4682 / 9131, 0.51\n",
+      "OK: Kevin Levrone, score: 451.708527, desc: Bodybuilder, 4683 / 9131, 0.51\n",
+      "OK: Kevin Magnussen, score: 568.447388, desc: Danish racing driver, 4684 / 9131, 0.51\n",
+      "OK: Kevin Mirallas, score: 562.961426, desc: Soccer player, 4685 / 9131, 0.51\n",
+      "OK: Kevin Muscat, score: 470.200043, desc: Former soccer player, 4686 / 9131, 0.51\n",
+      "OK: Kevin Ollie, score: 452.156036, desc: American basketball coach, 4687 / 9131, 0.51\n",
+      "OK: Kevin Owens, score: 662.648926, desc: Canadian professional wrestler, 4688 / 9131, 0.51\n",
+      "OK: Kevin Painter, score: 425.575378, desc: Darts player, 4689 / 9131, 0.51\n",
+      "OK: Kevin Pietersen, score: 608.115234, desc: Cricketer, 4690 / 9131, 0.51\n",
+      "OK: Kevin Prince, score: 686.772217, desc: German-Ghanaian soccer player, 4691 / 9131, 0.51\n",
+      "OK: Kevin Sinfield, score: 507.13327, desc: Rugby player, 4692 / 9131, 0.51\n",
+      "OK: Kevin Sorbo, score: 557.0802, desc: American actor, 4693 / 9131, 0.51\n",
+      "OK: Kevin Streelman, score: 396.481903, desc: American professional golfer, 4694 / 9131, 0.51\n",
+      "OK: Kevin Strootman, score: 581.267578, desc: Dutch soccer player, 4695 / 9131, 0.51\n",
+      "OK: Kevin Trapp, score: 622.756958, desc: German soccer player, 4696 / 9131, 0.51\n",
+      "OK: Kevin Youkilis, score: 498.807709, desc: Baseball first baseman, 4697 / 9131, 0.51\n",
+      "OK: Kevin Zegers, score: 554.273865, desc: Canadian actor, 4698 / 9131, 0.51\n",
+      "OK: Keyshia Cole, score: 654.098389, desc: American singer-songwriter, 4699 / 9131, 0.51\n",
+      "OK: Kgalema Motlanthe, score: 469.84259, desc: Former President of South Africa, 4700 / 9131, 0.51\n",
+      "OK: Khairy Jamaluddin, score: 529.586975, desc: Member of the Dewan Rakyat, 4701 / 9131, 0.51\n",
+      "OK: Khaldoon Al Mubarak, score: 617.541138, desc: Chief Executive Officer of the Mubadala Development Company, 4702 / 9131, 0.51\n",
+      "OK: Khalid El-Amin, score: 537.251953, desc: American basketball player, 4703 / 9131, 0.52\n",
+      "OK: Khalifa bin Zayed Al Nahyan, score: 1978.162842, desc: President of the United Arab Emirates, 4704 / 9131, 0.52\n",
+      "OK: Khalil Fong, score: 480.490814, desc: Singer, 4705 / 9131, 0.52\n",
+      "OK: Khawaja Saad Rafique, score: 619.156189, desc: Member of the National Assembly of Pakistan, 4706 / 9131, 0.52\n",
+      "OK: Kherington Payne, score: 407.432068, desc: American dancer, 4707 / 9131, 0.52\n",
+      "OK: Khloé Kardashian, score: 739.581421, desc: American television personality, 4708 / 9131, 0.52\n",
+      "OK: Khotan Fernández, score: 377.121643, desc: Mexican actor, 4709 / 9131, 0.52\n",
+      "OK: Ki Sung-yueng, score: 893.137573, desc: South Korean soccer player, 4710 / 9131, 0.52\n",
+      "OK: Kieran Foran, score: 460.798676, desc: Rugby league five-eighth, 4711 / 9131, 0.52\n",
+      "OK: Kieren Fallon, score: 441.245178, desc: Jockey, 4712 / 9131, 0.52\n",
+      "OK: Kieza, score: 32.578575, desc: Brazilian soccer player, 4713 / 9131, 0.52\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Kiki Bertens, score: 628.044006, desc: Dutch tennis player, 4714 / 9131, 0.52\n",
+      "OK: Kiko Casilla, score: 540.325195, desc: Spanish soccer player, 4715 / 9131, 0.52\n",
+      "OK: Killer Mike, score: 557.988281, desc: American rapper, 4716 / 9131, 0.52\n",
+      "OK: Kim  Xuan, score: 314.712189, desc: Actress, 4717 / 9131, 0.52\n",
+      "OK: Kim Cattrall, score: 642.968994, desc: Actress, 4718 / 9131, 0.52\n",
+      "OK: Kim Clijsters, score: 647.221252, desc: Belgian tennis player, 4719 / 9131, 0.52\n",
+      "OK: Kim Dotcom, score: 570.912292, desc: Finnish-German entrepreneur, 4720 / 9131, 0.52\n",
+      "OK: Kim Gevaert, score: 446.819122, desc: Athlete, 4721 / 9131, 0.52\n",
+      "OK: Kim Ha-neul, score: 719.393372, desc: South Korean actress, 4722 / 9131, 0.52\n",
+      "OK: Kim Hyo-jin, score: 605.78363, desc: South Korean actress, 4723 / 9131, 0.52\n",
+      "OK: Kim Hyun-joo, score: 676.504395, desc: South Korean actress, 4724 / 9131, 0.52\n",
+      "OK: Kim Hyun-joong, score: 958.306458, desc: South Korean actor, 4725 / 9131, 0.52\n",
+      "OK: Kim Jae-wook, score: 633.983704, desc: South Korean model, 4726 / 9131, 0.52\n",
+      "OK: Kim Jeong-hoon, score: 641.303284, desc: South Korean singer, 4727 / 9131, 0.52\n",
+      "OK: Kim Jong-dae, score: 835.02356, desc: South Korean singer-songwriter, 4728 / 9131, 0.52\n",
+      "OK: Kim Jong-un, score: 1209.19751, desc: Supreme Leader of North Korea, 4729 / 9131, 0.52\n",
+      "OK: Kim Jonghyun, score: 391.661835, desc: South Korean singer-songwriter, 4730 / 9131, 0.52\n",
+      "OK: Kim Jung-hwa, score: 565.516663, desc: South Korean actress, 4731 / 9131, 0.52\n",
+      "OK: Kim Kang-woo, score: 609.79364, desc: South Korean actor, 4732 / 9131, 0.52\n",
+      "OK: Kim Ki-duk, score: 738.718506, desc: South Korean filmmaker, 4733 / 9131, 0.52\n",
+      "OK: Kim Kulig, score: 408.719269, desc: German soccer player, 4734 / 9131, 0.52\n",
+      "OK: Kim Kyu-jong, score: 636.666382, desc: South Korean entertainer, 4735 / 9131, 0.52\n",
+      "OK: Kim Kötter, score: 438.599548, desc: Dutch model, 4736 / 9131, 0.52\n",
+      "OK: Kim Matula, score: 483.730133, desc: American actress, 4737 / 9131, 0.52\n",
+      "OK: Kim Myung-min, score: 640.074402, desc: South Korean actor, 4738 / 9131, 0.52\n",
+      "OK: Kim Myung-soon, score: 301.489594, desc: South Korean handball player, 4739 / 9131, 0.52\n",
+      "OK: Kim Ryeowook, score: 534.097351, desc: South Korean singer, 4740 / 9131, 0.52\n",
+      "OK: Kim Sa-rang, score: 666.751282, desc: South Korean actress, 4741 / 9131, 0.52\n",
+      "OK: Kim Seung-woo, score: 588.870605, desc: South Korean actor, 4742 / 9131, 0.52\n",
+      "OK: Kim Shi-hoo, score: 516.332947, desc: South Korean actor, 4743 / 9131, 0.52\n",
+      "OK: Kim So-yeon, score: 715.190796, desc: South Korean actress, 4744 / 9131, 0.52\n",
+      "OK: Kim Tae-hoi, score: 253.931335, desc: Olympic athlete, 4745 / 9131, 0.52\n",
+      "OK: Kim Wilde, score: 671.705933, desc: Singer, 4746 / 9131, 0.52\n",
+      "OK: Kim You-sung, score: 258.877167, desc: South Korean soccer player, 4747 / 9131, 0.52\n",
+      "OK: Kim-Lian, score: 426.66983, desc: Dutch actress, 4748 / 9131, 0.52\n",
+      "OK: Kimberlee Green, score: 361.985046, desc: , 4749 / 9131, 0.52\n",
+      "OK: Kimberley Davies, score: 398.57486, desc: Australian actress, 4750 / 9131, 0.52\n",
+      "OK: Kimberley Locke, score: 428.153259, desc: American singer-songwriter, 4751 / 9131, 0.52\n",
+      "OK: Kimberley Walsh, score: 539.272888, desc: Singer-songwriter, 4752 / 9131, 0.52\n",
+      "OK: Kimberly Caldwell, score: 427.678467, desc: American singer, 4753 / 9131, 0.52\n",
+      "OK: Kimberly Guilfoyle, score: 598.425232, desc: American television personality, 4754 / 9131, 0.52\n",
+      "OK: Kimberly Schlapman, score: 370.396881, desc: Musical artist, 4755 / 9131, 0.52\n",
+      "OK: Kimbo Slice, score: 594.623474, desc: American-Bahamian mixed martial artist, 4756 / 9131, 0.52\n",
+      "OK: Kimi Räikkönen, score: 796.576904, desc: Finnish racing driver, 4757 / 9131, 0.52\n",
+      "OK: Kimora Lee Simmons, score: 726.703979, desc: American model, 4758 / 9131, 0.52\n",
+      "OK: Kina Malpartida, score: 385.639893, desc: Peruvian professional boxer, 4759 / 9131, 0.52\n",
+      "OK: King Kamali, score: 367.875458, desc: Bodybuilder, 4760 / 9131, 0.52\n",
+      "OK: King Khan, score: 475.236633, desc: Canadian musician, 4761 / 9131, 0.52\n",
+      "OK: Kinga Preis, score: 433.476959, desc: Polish actress, 4762 / 9131, 0.52\n",
+      "OK: Kinga Rusin, score: 470.945862, desc: Polish presenter, 4763 / 9131, 0.52\n",
+      "OK: Kingone Wang, score: 464.949799, desc: Taiwanese actor, 4764 / 9131, 0.52\n",
+      "OK: Kinky Friedman, score: 493.345734, desc: American singer, 4765 / 9131, 0.52\n",
+      "HTTP Error 503: Service Unavailable Kinshuk Mahajan\n",
+      "OK: Kinshuk Mahajan, score: 410.888031, desc: Indian actor, 4766 / 9131, 0.52\n",
+      "OK: Kiowa Gordon, score: 413.715485, desc: American actor, 4767 / 9131, 0.52\n",
+      "OK: Kipton Cronkite, score: 216.540024, desc: Entrepreneur, 4768 / 9131, 0.52\n",
+      "OK: Kiran Chetry, score: 422.545837, desc: American broadcaster, 4769 / 9131, 0.52\n",
+      "OK: Kiran Mazumdar-Shaw, score: 695.444763, desc: Chairperson of Biocon, 4770 / 9131, 0.52\n",
+      "OK: Kiran Rathod, score: 459.994873, desc: Indian film actress, 4771 / 9131, 0.52\n",
+      "OK: Kirk Acevedo, score: 503.706451, desc: American actor, 4772 / 9131, 0.52\n",
+      "OK: Kirk Franklin, score: 647.551575, desc: American gospel singer, 4773 / 9131, 0.52\n",
+      "OK: Kirk Hinrich, score: 510.050323, desc: American basketball player, 4774 / 9131, 0.52\n",
+      "OK: Kirron Kher, score: 542.222168, desc: Member of the Lok Sabha, 4775 / 9131, 0.52\n",
+      "OK: Kirsten Dunst, score: 719.170715, desc: Actress, 4776 / 9131, 0.52\n",
+      "OK: Kirsten Prout, score: 453.257172, desc: Canadian actress, 4777 / 9131, 0.52\n",
+      "OK: Kirstie Allsopp, score: 484.124939, desc: British television presenter, 4778 / 9131, 0.52\n",
+      "OK: Kirsty Gallacher, score: 499.978424, desc: British television presenter, 4779 / 9131, 0.52\n",
+      "OK: Kirsty Hume, score: 382.392151, desc: Model, 4780 / 9131, 0.52\n",
+      "OK: Kissie, score: 34.880592, desc: Swedish blogger, 4781 / 9131, 0.52\n",
+      "OK: Klaas Heufer-Umlauf, score: 649.029602, desc: German television host, 4782 / 9131, 0.52\n",
+      "OK: Klaas-Jan Huntelaar, score: 813.837097, desc: Dutch soccer player, 4783 / 9131, 0.52\n",
+      "OK: Klara Koukalova, score: 486.350342, desc: Czech tennis player, 4784 / 9131, 0.52\n",
+      "OK: Klaus Kleinfeld, score: 441.969208, desc: Chief Executive Officer of Alcoa, 4785 / 9131, 0.52\n",
+      "OK: Klaus Töpfer, score: 408.389465, desc: German Politician, 4786 / 9131, 0.52\n",
+      "OK: Klaus Wowereit, score: 463.292603, desc: Former Governing Mayor of Berlin, 4787 / 9131, 0.52\n",
+      "OK: Kledi Kadiu, score: 389.76181, desc: Albanian-Italian dancer, 4788 / 9131, 0.52\n",
+      "OK: Kliff Kingsbury, score: 536.539307, desc: Football coach, 4789 / 9131, 0.52\n",
+      "OK: Klára Issová, score: 426.498505, desc: Czech film actress, 4790 / 9131, 0.52\n",
+      "OK: Knut Arild Hareide, score: 629.653259, desc: Party leader of the Christian Democratic Party, 4791 / 9131, 0.52\n",
+      "OK: Ko Eun-ah, score: 440.218536, desc: South Korean actress, 4792 / 9131, 0.52\n",
+      "OK: Kobe Bryant, score: 817.019287, desc: American basketball player, 4793 / 9131, 0.52\n",
+      "OK: Koel Mallick, score: 531.793945, desc: Indian film actress, 4794 / 9131, 0.53\n",
+      "OK: Koen Verweij, score: 446.161285, desc: Dutch speed skater, 4795 / 9131, 0.53\n",
+      "OK: Koharu Kusumi, score: 503.725739, desc: Japanese actress, 4796 / 9131, 0.53\n",
+      "OK: Koit Toome, score: 435.441681, desc: Estonian singer, 4797 / 9131, 0.53\n",
+      "OK: Koke, score: 47.265503, desc: Spanish soccer player, 4798 / 9131, 0.53\n",
+      "OK: Kolbeinn Sigþórsson, score: 489.808075, desc: Icelandic soccer player, 4799 / 9131, 0.53\n",
+      "OK: Kolinda Grabar-Kitarović, score: 986.446167, desc: President of Croatia, 4800 / 9131, 0.53\n",
+      "OK: Koncz Zsuzsa, score: 335.803558, desc: Hungarian singer, 4801 / 9131, 0.53\n",
+      "OK: Koni Lui, score: 427.852692, desc: Model, 4802 / 9131, 0.53\n",
+      "OK: Konnie Huq, score: 478.772156, desc: Television presenter, 4803 / 9131, 0.53\n",
+      "OK: Konstantin Wecker, score: 544.287781, desc: German singer, 4804 / 9131, 0.53\n",
+      "OK: Konstantinos Mitroglou, score: 367.741547, desc: Soccer player, 4805 / 9131, 0.53\n",
+      "OK: Koo Ja-Cheol, score: 738.061523, desc: South Korean soccer player, 4806 / 9131, 0.53\n",
+      "OK: Kosovare Asllani, score: 502.324829, desc: Swedish soccer player, 4807 / 9131, 0.53\n",
+      "OK: Kostas Martakis, score: 456.162079, desc: Greek singer, 4808 / 9131, 0.53\n",
+      "OK: Kou Shibasaki, score: 316.93866, desc: Japanese actress, 4809 / 9131, 0.53\n",
+      "OK: Kourtney Kardashian, score: 692.603271, desc: American television personality, 4810 / 9131, 0.53\n",
+      "OK: Kratika Sengar, score: 546.200439, desc: Indian television actress, 4811 / 9131, 0.53\n",
+      "OK: Kris Allen, score: 511.935791, desc: American singer-songwriter, 4812 / 9131, 0.53\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Kris Aquino, score: 638.856873, desc: Filipino actress, 4813 / 9131, 0.53\n",
+      "OK: Kris Commons, score: 464.591766, desc: Soccer player, 4814 / 9131, 0.53\n",
+      "OK: Kris Dim, score: 332.274994, desc: Bodybuilder, 4815 / 9131, 0.53\n",
+      "OK: Kris Humphries, score: 597.30365, desc: American basketball player, 4816 / 9131, 0.53\n",
+      "OK: Kris Kristofferson, score: 713.290161, desc: American actor, 4817 / 9131, 0.53\n",
+      "OK: Kris Lemche, score: 412.84845, desc: Actor, 4818 / 9131, 0.53\n",
+      "OK: Kris Letang, score: 457.026215, desc: Ice hockey defenceman, 4819 / 9131, 0.53\n",
+      "OK: Kris Peeters, score: 405.521393, desc: Belgian politician, 4820 / 9131, 0.53\n",
+      "OK: Krisdayanti, score: 38.864872, desc: Indonesian singer, 4821 / 9131, 0.53\n",
+      "OK: Krista Kosonen, score: 413.058258, desc: Finnish actress, 4822 / 9131, 0.53\n",
+      "OK: Krista Lahteenmaki, score: 377.433746, desc: Finnish cross-country skier, 4823 / 9131, 0.53\n",
+      "OK: Krista Voda, score: 438.562225, desc: American sportscaster, 4824 / 9131, 0.53\n",
+      "OK: Kristanna Loken, score: 568.542664, desc: American actress, 4825 / 9131, 0.53\n",
+      "OK: Kristen Alderson, score: 425.852539, desc: American actress, 4826 / 9131, 0.53\n",
+      "OK: Kristen Dalton, score: 399.545929, desc: American actress, 4827 / 9131, 0.53\n",
+      "OK: Kristen Renton, score: 437.691376, desc: American actress, 4828 / 9131, 0.53\n",
+      "OK: Krister Henriksson, score: 444.933289, desc: Swedish actor, 4829 / 9131, 0.53\n",
+      "OK: Kristian Luuk, score: 402.964478, desc: Swedish comedian, 4830 / 9131, 0.53\n",
+      "OK: Kristiina Ojuland, score: 362.002655, desc: Member of the European Parliament, 4831 / 9131, 0.53\n",
+      "OK: Kristin Bauer van Straten, score: 792.38446, desc: American film actress, 4832 / 9131, 0.53\n",
+      "OK: Kristin Cavallari, score: 616.67981, desc: American television personality, 4833 / 9131, 0.53\n",
+      "OK: Kristin Davis, score: 616.994995, desc: American actress, 4834 / 9131, 0.53\n",
+      "OK: Kristin Kaspersen, score: 436.429626, desc: Norwegian-Swedish television host, 4835 / 9131, 0.53\n",
+      "OK: Kristin Kreuk, score: 597.125, desc: Canadian actress, 4836 / 9131, 0.53\n",
+      "OK: Kristin Scott Thomas, score: 852.329834, desc: Actress, 4837 / 9131, 0.53\n",
+      "OK: Kristina Keneally, score: 459.47998, desc: Australian Senator, 4838 / 9131, 0.53\n",
+      "OK: Kristina Mladenovic, score: 666.465942, desc: French tennis player, 4839 / 9131, 0.53\n",
+      "OK: Kristina Schröder, score: 412.325562, desc: Former Federal Minister for Family Affairs, Senior Citizens, Women and Youth (Germany), 4840 / 9131, 0.53\n",
+      "OK: Kristinia DeBarge, score: 526.792664, desc: American singer-songwriter, 4841 / 9131, 0.53\n",
+      "OK: Kristoffer Polaha, score: 461.113922, desc: American film actor, 4842 / 9131, 0.53\n",
+      "OK: Kristy McNichol, score: 537.780457, desc: American actress, 4843 / 9131, 0.53\n",
+      "HTTP Error 503: Service Unavailable Kristýna Leichtová\n",
+      "OK: Kristýna Leichtová, score: 414.445221, desc: Czech actress, 4844 / 9131, 0.53\n",
+      "OK: Krysten Ritter, score: 612.927551, desc: American actress, 4845 / 9131, 0.53\n",
+      "OK: Krystle Lina, score: 339.565796, desc: Photographer, 4846 / 9131, 0.53\n",
+      "OK: Krzysztof Cugowski, score: 371.545013, desc: Singer, 4847 / 9131, 0.53\n",
+      "OK: Krzysztof Hołowczyc, score: 429.359406, desc: Polish rally driver, 4848 / 9131, 0.53\n",
+      "OK: Krzysztof Ignaczak, score: 422.111176, desc: Polish volleyball player, 4849 / 9131, 0.53\n",
+      "OK: Krzysztof Mączyński, score: 469.184723, desc: Polish soccer player, 4850 / 9131, 0.53\n",
+      "OK: Krzysztof Rutkowski, score: 455.720184, desc: Private detective, 4851 / 9131, 0.53\n",
+      "OK: Ksenia Pervak, score: 366.996887, desc: Tennis player, 4852 / 9131, 0.53\n",
+      "OK: Ksenia Sukhinova, score: 468.031586, desc: Russian actress, 4853 / 9131, 0.53\n",
+      "OK: Ksenija Pajčin, score: 412.135956, desc: Serbian singer, 4854 / 9131, 0.53\n",
+      "OK: Kseniya Sobchak, score: 282.957458, desc: Russian politician, 4855 / 9131, 0.53\n",
+      "OK: Kubrat Pulev, score: 489.817566, desc: Bulgarian professional boxer, 4856 / 9131, 0.53\n",
+      "OK: Kulraj Randhawa, score: 424.153046, desc: Indian actress, 4857 / 9131, 0.53\n",
+      "OK: Kumar Sangakkara, score: 590.219299, desc: Sri Lankan cricketer, 4858 / 9131, 0.53\n",
+      "OK: Kumi Koda, score: 709.00824, desc: Japanese singer, 4859 / 9131, 0.53\n",
+      "OK: Kunal Khemu, score: 512.389282, desc: Indian film actor, 4860 / 9131, 0.53\n",
+      "OK: Kurara Chibana, score: 460.367096, desc: Japanese actress, 4861 / 9131, 0.53\n",
+      "OK: Kurt Asle Arvesen, score: 535.943176, desc: Norwegian bicycler, 4862 / 9131, 0.53\n",
+      "OK: Kurt Elling, score: 481.224854, desc: American singer, 4863 / 9131, 0.53\n",
+      "OK: Kurtley Beale, score: 468.688049, desc: Australian rugby player, 4864 / 9131, 0.53\n",
+      "OK: Kurtwood Smith, score: 557.3573, desc: American television actor, 4865 / 9131, 0.53\n",
+      "OK: Kwon Sang-woo, score: 762.949463, desc: South Korean actor, 4866 / 9131, 0.53\n",
+      "OK: Kwon Yuri, score: 538.843262, desc: South Korean singer, 4867 / 9131, 0.53\n",
+      "OK: Ky-Mani Marley, score: 724.151367, desc: Bob Marley's son, 4868 / 9131, 0.53\n",
+      "OK: Kyla Pratt, score: 523.132446, desc: American actress, 4869 / 9131, 0.53\n",
+      "OK: Kyle Beckerman, score: 496.003448, desc: Soccer player, 4870 / 9131, 0.53\n",
+      "OK: Kyle Chandler, score: 587.625488, desc: American actor, 4871 / 9131, 0.53\n",
+      "OK: Kyle Eastwood, score: 554.176025, desc: American musician, 4872 / 9131, 0.53\n",
+      "OK: Kyle Korver, score: 606.566711, desc: American basketball player, 4873 / 9131, 0.53\n",
+      "OK: Kyle Lowder, score: 403.522369, desc: American actor, 4874 / 9131, 0.53\n",
+      "OK: Kyle Lowry, score: 623.989685, desc: American basketball player, 4875 / 9131, 0.53\n",
+      "OK: Kyle Schmid, score: 451.490631, desc: Canadian actor, 4876 / 9131, 0.53\n",
+      "OK: Kyle Turris, score: 416.964539, desc: Ice hockey centre, 4877 / 9131, 0.53\n",
+      "OK: Kyle Walker, score: 601.446655, desc: Soccer player, 4878 / 9131, 0.53\n",
+      "OK: Kyousuke Hamao, score: 399.987885, desc: Japanese actor, 4879 / 9131, 0.53\n",
+      "OK: Kyra Sedgwick, score: 618.783936, desc: American actress, 4880 / 9131, 0.53\n",
+      "OK: Kyriakos Papadopoulos, score: 489.137665, desc: Greek soccer player, 4881 / 9131, 0.53\n",
+      "OK: Kıvanç Tatlıtuğ, score: 590.636475, desc: Turkish actor, 4882 / 9131, 0.53\n",
+      "OK: L.A. Reid, score: 757.015564, desc: American record executive, 4883 / 9131, 0.53\n",
+      "OK: LWren Scott, score: 68.410866, desc: American stylist, 4884 / 9131, 0.53\n",
+      "OK: La Fouine, score: 603.859192, desc: French rapper, 4885 / 9131, 0.53\n",
+      "OK: La Grande Sophie, score: 573.765015, desc: French singer, 4886 / 9131, 0.54\n",
+      "OK: La Mona Jiménez, score: 625.386536, desc: Singer, 4887 / 9131, 0.54\n",
+      "OK: La Toya Jackson, score: 866.559937, desc: American singer, 4888 / 9131, 0.54\n",
+      "OK: LaKisha Jones, score: 383.051819, desc: American singer, 4889 / 9131, 0.54\n",
+      "OK: LaMarcus Aldridge, score: 591.505981, desc: American basketball player, 4890 / 9131, 0.54\n",
+      "OK: LaShawn Merritt, score: 494.322418, desc: American track and field athlete, 4891 / 9131, 0.54\n",
+      "OK: Lacey Schwimmer, score: 432.609253, desc: American dancer, 4892 / 9131, 0.54\n",
+      "OK: Lachlan Buchanan, score: 410.391998, desc: Australian actor, 4893 / 9131, 0.54\n",
+      "OK: Lady Bunny, score: 463.942474, desc: American drag queen, 4894 / 9131, 0.54\n",
+      "OK: Lady Isabella Hervey, score: 462.326172, desc: British model, 4895 / 9131, 0.54\n",
+      "OK: Lady Victoria Hervey, score: 570.276917, desc: Model, 4896 / 9131, 0.54\n",
+      "OK: Lajon Witherspoon, score: 411.348053, desc: American musician, 4897 / 9131, 0.54\n",
+      "OK: Lake Bell, score: 574.039917, desc: American actress, 4898 / 9131, 0.54\n",
+      "OK: Lakhdar Brahimi, score: 395.23291, desc: Algerian diplomat, 4899 / 9131, 0.54\n",
+      "OK: Lakshmi Gopalaswamy, score: 428.038666, desc: Indian film actress, 4900 / 9131, 0.54\n",
+      "OK: Lakshmi Menon, score: 509.621796, desc: Indian film actress, 4901 / 9131, 0.54\n",
+      "HTTP Error 503: Service Unavailable Lalah Hathaway\n",
+      "OK: Lalah Hathaway, score: 506.549683, desc: American singer, 4902 / 9131, 0.54\n",
+      "OK: Lali Espósito, score: 628.25592, desc: Argentine singer, 4903 / 9131, 0.54\n",
+      "OK: Lalu Prasad Yadav, score: 776.269409, desc: Former Chief Minister of Bihar, 4904 / 9131, 0.54\n",
+      "OK: Lam Trường, score: 469.561249, desc: Vietnamese singer, 4905 / 9131, 0.54\n",
+      "OK: Lamar Alexander, score: 869.623108, desc: United States Senator, 4906 / 9131, 0.54\n",
+      "OK: Lamar Odom, score: 660.311279, desc: American basketball player, 4907 / 9131, 0.54\n",
+      "OK: Lambert Wilson, score: 529.042542, desc: French actor, 4908 / 9131, 0.54\n",
+      "OK: Lana Jurčević, score: 467.157471, desc: Croatian singer-songwriter, 4909 / 9131, 0.54\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Lana Parrilla, score: 577.205994, desc: American actress, 4910 / 9131, 0.54\n",
+      "OK: Lance Franklin, score: 590.050476, desc: Australian rules footballer, 4911 / 9131, 0.54\n",
+      "OK: Lance Reddick, score: 504.3909, desc: American actor, 4912 / 9131, 0.54\n",
+      "OK: Lane Garrison, score: 438.600159, desc: American actor, 4913 / 9131, 0.54\n",
+      "OK: Lansana Kouyaté, score: 362.216522, desc: Guinean Politician, 4914 / 9131, 0.54\n",
+      "OK: Lapo Elkann, score: 503.839203, desc: Italian businessman, 4915 / 9131, 0.54\n",
+      "OK: Lara Arruabarrena, score: 507.220978, desc: Tennis player, 4916 / 9131, 0.54\n",
+      "OK: Lara Dickenmann, score: 453.893158, desc: Swiss soccer player, 4917 / 9131, 0.54\n",
+      "OK: Lara Fabian, score: 645.380676, desc: Belgian-Canadian singer, 4918 / 9131, 0.54\n",
+      "OK: Lara Flynn Boyle, score: 789.917297, desc: American actress, 4919 / 9131, 0.54\n",
+      "OK: Lara Gut, score: 581.071106, desc: Swiss alpine ski racer, 4920 / 9131, 0.54\n",
+      "OK: Larenz Tate, score: 544.334229, desc: American film actor, 4921 / 9131, 0.54\n",
+      "OK: Larisa Dolina, score: 484.690216, desc: Azerbaijani-Russian singer, 4922 / 9131, 0.54\n",
+      "OK: Larissa Marolt, score: 509.828644, desc: Austrian model, 4923 / 9131, 0.54\n",
+      "OK: Larry Birkhead, score: 420.376099, desc: American model, 4924 / 9131, 0.54\n",
+      "OK: Larry David, score: 666.978943, desc: American comedian, 4925 / 9131, 0.54\n",
+      "OK: Larry Holmes, score: 554.408508, desc: American professional boxer, 4926 / 9131, 0.54\n",
+      "OK: Larry the Cable Guy, score: 780.427063, desc: American comedian, 4927 / 9131, 0.54\n",
+      "OK: Lars Eidinger, score: 468.522614, desc: German film actor, 4928 / 9131, 0.54\n",
+      "OK: Lars Løkke Rasmussen, score: 693.987549, desc: Prime Minister of Denmark, 4929 / 9131, 0.54\n",
+      "OK: Lars Ricken, score: 450.575256, desc: German soccer player, 4930 / 9131, 0.54\n",
+      "OK: Lars Riedel, score: 463.416412, desc: Olympic athlete, 4931 / 9131, 0.54\n",
+      "OK: Lasith Malinga, score: 527.288696, desc: Sri Lankan cricketer, 4932 / 9131, 0.54\n",
+      "OK: Laura Bertram, score: 435.279083, desc: Canadian actress, 4933 / 9131, 0.54\n",
+      "OK: Laura Chiatti, score: 492.557251, desc: Italian actress, 4934 / 9131, 0.54\n",
+      "HTTP Error 503: Service Unavailable Laura Codruța Kövesi\n",
+      "OK: Laura Codruța Kövesi, score: 653.874268, desc: Prosecutor, 4935 / 9131, 0.54\n",
+      "OK: Laura Cosoi, score: 420.985901, desc: Romanian actress, 4936 / 9131, 0.54\n",
+      "OK: Laura Croft, score: 318.876404, desc: Model, 4937 / 9131, 0.54\n",
+      "OK: Laura Harring, score: 519.951416, desc: American-Mexican actress, 4938 / 9131, 0.54\n",
+      "OK: Laura Kirkpatrick, score: 393.327271, desc: American model, 4939 / 9131, 0.54\n",
+      "OK: Laura Linney, score: 672.118042, desc: American actress, 4940 / 9131, 0.54\n",
+      "OK: Laura Osnes, score: 464.726654, desc: American actress, 4941 / 9131, 0.54\n",
+      "OK: Laura Robson, score: 546.798828, desc: British tennis player, 4942 / 9131, 0.54\n",
+      "OK: Laura Smet, score: 516.641052, desc: French actress, 4943 / 9131, 0.54\n",
+      "OK: Laura Tobin, score: 411.432281, desc: Meteorologist, 4944 / 9131, 0.54\n",
+      "OK: Laura Vandervoort, score: 552.192444, desc: Canadian actress, 4945 / 9131, 0.54\n",
+      "OK: Laura Whitmore, score: 504.250488, desc: Irish television presenter, 4946 / 9131, 0.54\n",
+      "OK: Laure Manaudou, score: 585.074341, desc: French Olympic swimmer, 4947 / 9131, 0.54\n",
+      "OK: Lauren Bush, score: 482.428955, desc: Model, 4948 / 9131, 0.54\n",
+      "OK: Lauren Conrad, score: 598.742859, desc: American television personality, 4949 / 9131, 0.54\n",
+      "OK: Lauren Gottlieb, score: 483.720245, desc: American dancer, 4950 / 9131, 0.54\n",
+      "OK: Lauren Holly, score: 593.787476, desc: American-Canadian actress, 4951 / 9131, 0.54\n",
+      "OK: Lauren Koslow, score: 429.366913, desc: American actress, 4952 / 9131, 0.54\n",
+      "OK: Lauren Pope, score: 427.318481, desc: Television personality, 4953 / 9131, 0.54\n",
+      "OK: Lauren Santo Domingo, score: 538.849487, desc: American socialite, 4954 / 9131, 0.54\n",
+      "OK: Lauren Vélez, score: 511.250397, desc: Actress, 4955 / 9131, 0.54\n",
+      "OK: Lauren Young, score: 431.084198, desc: American-Filipino actress, 4956 / 9131, 0.54\n",
+      "OK: Laurence Fishburne, score: 678.930298, desc: American actor, 4957 / 9131, 0.54\n",
+      "OK: Laurence Fox, score: 525.873718, desc: Actor, 4958 / 9131, 0.54\n",
+      "OK: Laurence Leboeuf, score: 433.924744, desc: Actress, 4959 / 9131, 0.54\n",
+      "OK: Laurence Llewelyn-Bowen, score: 616.792297, desc: British consultant, 4960 / 9131, 0.54\n",
+      "OK: Laurence Parisot, score: 400.371887, desc: Business person, 4961 / 9131, 0.54\n",
+      "OK: Laurent Blanc, score: 633.223022, desc: French football manager, 4962 / 9131, 0.54\n",
+      "OK: Laurent Ciman, score: 513.158325, desc: Belgian soccer player, 4963 / 9131, 0.54\n",
+      "OK: Laurent Delahousse, score: 477.266998, desc: French journalist, 4964 / 9131, 0.54\n",
+      "OK: Laurent Gerra, score: 456.371704, desc: French actor, 4965 / 9131, 0.54\n",
+      "OK: Laurent Jalabert, score: 599.634155, desc: French professional road racing cyclist, 4966 / 9131, 0.54\n",
+      "OK: Laurent Koscielny, score: 564.614502, desc: French soccer player, 4967 / 9131, 0.54\n",
+      "OK: Laurent Ruquier, score: 513.207397, desc: French television presenter, 4968 / 9131, 0.54\n",
+      "OK: Laurent Wauquiez, score: 546.963562, desc: French Politician, 4969 / 9131, 0.54\n",
+      "OK: Laurie Anderson, score: 579.067261, desc: American artist, 4970 / 9131, 0.54\n",
+      "OK: Laurie David, score: 447.109131, desc: American activist, 4971 / 9131, 0.54\n",
+      "OK: Laurie Dhue, score: 388.795898, desc: American television journalist, 4972 / 9131, 0.54\n",
+      "OK: Lauris Reiniks, score: 433.235382, desc: Latvian singer, 4973 / 9131, 0.54\n",
+      "OK: Laury Thilleman, score: 530.381714, desc: French journalist, 4974 / 9131, 0.54\n",
+      "OK: Lavinia Longhi, score: 370.447937, desc: Italian actress, 4975 / 9131, 0.54\n",
+      "OK: Lavínia Vlasak, score: 414.533691, desc: Brazilian actress, 4976 / 9131, 0.54\n",
+      "OK: Lawrence Bender, score: 431.963654, desc: American film producer, 4977 / 9131, 0.55\n",
+      "OK: Lawrence Gonzi, score: 391.682526, desc: Former Prime Minister of Malta, 4978 / 9131, 0.55\n",
+      "OK: Lawrence Lessig, score: 517.307861, desc: American attorney, 4979 / 9131, 0.55\n",
+      "OK: Layne Staley, score: 585.51001, desc: American musician, 4980 / 9131, 0.55\n",
+      "OK: Lazaro Hernandez, score: 254.64035, desc: Soccer player, 4981 / 9131, 0.55\n",
+      "OK: Laár András, score: 227.419785, desc: Singer, 4982 / 9131, 0.55\n",
+      "OK: LeAnn Rimes, score: 705.156372, desc: American singer, 4983 / 9131, 0.55\n",
+      "OK: LeBron James, score: 1448.620483, desc: American basketball player, 4984 / 9131, 0.55\n",
+      "OK: Lea DeLaria, score: 599.165283, desc: American comedian, 4985 / 9131, 0.55\n",
+      "OK: Leah Remini, score: 614.61792, desc: American actress, 4986 / 9131, 0.55\n",
+      "OK: Leander Paes, score: 657.12915, desc: Indian tennis player, 4987 / 9131, 0.55\n",
+      "OK: Leandro Damião, score: 520.982239, desc: Brazilian soccer player, 4988 / 9131, 0.55\n",
+      "OK: Leanne Wood, score: 455.767029, desc: Party leader of Plaid Cymru, 4989 / 9131, 0.55\n",
+      "OK: Lee Ann Womack, score: 725.853821, desc: American singer-songwriter, 4990 / 9131, 0.55\n",
+      "OK: Lee Brice, score: 524.77594, desc: American singer-songwriter, 4991 / 9131, 0.55\n",
+      "OK: Lee Cattermole, score: 485.7453, desc: Soccer player, 4992 / 9131, 0.55\n",
+      "OK: Lee Chae-young, score: 595.065735, desc: South Korean actress, 4993 / 9131, 0.55\n",
+      "OK: Lee Chung-yong, score: 787.647095, desc: South Korean soccer player, 4994 / 9131, 0.55\n",
+      "OK: Lee DeWyze, score: 474.359955, desc: American singer-songwriter, 4995 / 9131, 0.55\n",
+      "HTTP Error 503: Service Unavailable Lee Dong-gun\n",
+      "OK: Lee Dong-gun, score: 680.914368, desc: South Korean actor, 4996 / 9131, 0.55\n",
+      "OK: Lee Ha-nui, score: 669.231689, desc: South Korean actress, 4997 / 9131, 0.55\n",
+      "HTTP Error 503: Service Unavailable Lee Ji-ah\n",
+      "OK: Lee Ji-ah, score: 623.096252, desc: South Korean actress, 4998 / 9131, 0.55\n",
+      "OK: Lee Joon-gi, score: 854.389709, desc: South Korean actor, 4999 / 9131, 0.55\n",
+      "OK: Lee Jung-jae, score: 701.93396, desc: South Korean actor, 5000 / 9131, 0.55\n",
+      "OK: Lee Jung-jin, score: 603.387695, desc: South Korean actor, 5001 / 9131, 0.55\n",
+      "OK: Lee Jong-suk, score: 877.090027, desc: South Korean actor, 5002 / 9131, 0.55\n",
+      "OK: Lee McCulloch, score: 425.836823, desc: Soccer player, 5003 / 9131, 0.55\n",
+      "OK: Lee Mead, score: 477.887268, desc: Theatre actor, 5004 / 9131, 0.55\n",
+      "OK: Lee Mi-sook, score: 685.027954, desc: South Korean actress, 5005 / 9131, 0.55\n",
+      "OK: Lee Min-jung, score: 737.169861, desc: South Korean actress, 5006 / 9131, 0.55\n",
+      "OK: Lee Myung-bak, score: 1114.209839, desc: Former President of South Korea, 5007 / 9131, 0.55\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Lee Sang-Woo, score: 632.011169, desc: South Korean actor, 5008 / 9131, 0.55\n",
+      "OK: Lee Sun-yeol, score: 266.464233, desc: Film producer, 5009 / 9131, 0.55\n",
+      "OK: Lee Westwood, score: 549.924744, desc: English professional golfer, 5010 / 9131, 0.55\n",
+      "OK: Lee Yeon-hee, score: 672.738525, desc: South Korean actress, 5011 / 9131, 0.55\n",
+      "OK: Lee Yo-won, score: 676.754395, desc: South Korean actress, 5012 / 9131, 0.55\n",
+      "OK: Lee Yong-dae, score: 801.408386, desc: Badminton player, 5013 / 9131, 0.55\n",
+      "OK: Lee Yoon-ji, score: 597.696472, desc: South Korean actress, 5014 / 9131, 0.55\n",
+      "OK: Lee Young-ae, score: 763.027588, desc: South Korean actress, 5015 / 9131, 0.55\n",
+      "OK: Leeann Tweeden, score: 424.985931, desc: American broadcaster, 5016 / 9131, 0.55\n",
+      "OK: Leena Chandavarkar, score: 453.74469, desc: Indian actress, 5017 / 9131, 0.55\n",
+      "OK: Leeteuk, score: 45.482899, desc: South Korean singer-songwriter, 5018 / 9131, 0.55\n",
+      "OK: Leeza Gibbons, score: 459.039429, desc: American host, 5019 / 9131, 0.55\n",
+      "OK: Leif Ove Andsnes, score: 638.949829, desc: Norwegian pianist, 5020 / 9131, 0.55\n",
+      "OK: Leigh Griffiths, score: 525.051025, desc: Soccer player, 5021 / 9131, 0.55\n",
+      "OK: Leigh-Allyn Baker, score: 700.680481, desc: American actress, 5022 / 9131, 0.55\n",
+      "OK: Leighton Baines, score: 530.935181, desc: Soccer player, 5023 / 9131, 0.55\n",
+      "OK: Leila Lopes, score: 450.980072, desc: Angolan actress, 5024 / 9131, 0.55\n",
+      "OK: Leisha Hailey, score: 461.586151, desc: Actress, 5025 / 9131, 0.55\n",
+      "OK: Lekha Washington, score: 404.257446, desc: Indian film actress, 5026 / 9131, 0.55\n",
+      "OK: Lela Rochon, score: 480.857086, desc: American actress, 5027 / 9131, 0.55\n",
+      "OK: Lemmy, score: 63.979565, desc: Musician, 5028 / 9131, 0.55\n",
+      "OK: Len McCluskey, score: 413.494171, desc: General Secretary of Unite the Union, 5029 / 9131, 0.55\n",
+      "OK: Len Wiseman, score: 538.421692, desc: American film director, 5030 / 9131, 0.55\n",
+      "OK: Lena Adelsohn Liljeroth, score: 488.96405, desc: Swedish Politician, 5031 / 9131, 0.55\n",
+      "OK: Lena Meyer-Landrut, score: 922.674377, desc: German singer-songwriter, 5032 / 9131, 0.55\n",
+      "OK: Lena Olin, score: 536.396362, desc: Swedish actress, 5033 / 9131, 0.55\n",
+      "OK: Lenda Murray, score: 421.467834, desc: American bodybuilder, 5034 / 9131, 0.55\n",
+      "OK: Lene Espersen, score: 384.747314, desc: Danish Politician, 5035 / 9131, 0.55\n",
+      "OK: Lene Marlin, score: 486.996399, desc: Norwegian singer, 5036 / 9131, 0.55\n",
+      "OK: Lene Mykjåland, score: 346.528137, desc: Norwegian soccer player, 5037 / 9131, 0.55\n",
+      "OK: Lenka Dusilová, score: 401.653992, desc: Czech singer-songwriter, 5038 / 9131, 0.55\n",
+      "OK: Lennox Lewis, score: 607.068115, desc: Professional boxer, 5039 / 9131, 0.55\n",
+      "OK: Lenny Hayes, score: 436.496521, desc: Australian rules footballer, 5040 / 9131, 0.55\n",
+      "OK: Lenny Henry, score: 613.523254, desc: Stand-up comedian, 5041 / 9131, 0.55\n",
+      "OK: Leo Komarov, score: 470.666992, desc: Ice hockey centre, 5042 / 9131, 0.55\n",
+      "OK: Leo Sayer, score: 581.842712, desc: Singer-songwriter, 5043 / 9131, 0.55\n",
+      "OK: Leo Varadkar, score: 588.481018, desc: Taoiseach, 5044 / 9131, 0.55\n",
+      "OK: Leon Lai, score: 583.588745, desc: Actor, 5045 / 9131, 0.55\n",
+      "OK: Leon Osman, score: 451.965729, desc: Soccer player, 5046 / 9131, 0.55\n",
+      "HTTP Error 503: Service Unavailable Leona Aglukkaq\n",
+      "OK: Leona Aglukkaq, score: 342.813354, desc: Member of the House of Commons of Canada, 5047 / 9131, 0.55\n",
+      "OK: Leona Cavalli, score: 402.469818, desc: Brazilian actress, 5048 / 9131, 0.55\n",
+      "OK: Leonard Cohen, score: 755.284973, desc: Canadian singer-songwriter, 5049 / 9131, 0.55\n",
+      "OK: Leonard Doroftei, score: 392.960297, desc: Canadian-Romanian boxer, 5050 / 9131, 0.55\n",
+      "OK: Leonard Lansink, score: 401.321869, desc: German actor, 5051 / 9131, 0.55\n",
+      "OK: Leonardo DiCaprio, score: 839.141174, desc: American actor, 5052 / 9131, 0.55\n",
+      "OK: Leonardo Sbaraglia, score: 458.454437, desc: Argentine actor, 5053 / 9131, 0.55\n",
+      "OK: Leonor, Princess of Asturias, score: 172.494354, desc: Award, 5054 / 9131, 0.55\n",
+      "OK: Leonora Balcarce, score: 336.637024, desc: Actress, 5055 / 9131, 0.55\n",
+      "OK: Leonora Jakupi, score: 396.775574, desc: Albanian-Kosovar singer, 5056 / 9131, 0.55\n",
+      "OK: Leontien van Moorsel, score: 644.977356, desc: Dutch cyclist, 5057 / 9131, 0.55\n",
+      "OK: Leoš Mareš, score: 454.785278, desc: Czech television presenter, 5058 / 9131, 0.55\n",
+      "OK: Les Dennis, score: 481.081207, desc: Television presenter, 5059 / 9131, 0.55\n",
+      "OK: Les Ferdinand, score: 516.216797, desc: Soccer player, 5060 / 9131, 0.55\n",
+      "OK: Les Miles, score: 570.183777, desc: Football coach, 5061 / 9131, 0.55\n",
+      "OK: Lesley Garrett, score: 500.041077, desc: Soprano, 5062 / 9131, 0.55\n",
+      "OK: Lesli Kay, score: 406.421631, desc: American actress, 5063 / 9131, 0.55\n",
+      "OK: Leslie Mandoki, score: 431.533386, desc: Hungarian musician, 5064 / 9131, 0.55\n",
+      "OK: Leslie Moonves, score: 309.060852, desc: American executive, 5065 / 9131, 0.55\n",
+      "OK: Lesly Masson, score: 209.622162, desc: French fashion model, 5066 / 9131, 0.55\n",
+      "OK: Leszek Balcerowicz, score: 459.084595, desc: Polish economist, 5067 / 9131, 0.55\n",
+      "OK: Leszek Lichota, score: 399.195374, desc: Polish actor, 5068 / 9131, 0.56\n",
+      "OK: Leticia Van de Putte, score: 562.904663, desc: American Politician, 5069 / 9131, 0.56\n",
+      "OK: Letícia Birkheuer, score: 483.298584, desc: Brazilian model, 5070 / 9131, 0.56\n",
+      "OK: Letícia Sabatella, score: 468.390411, desc: Brazilian actress, 5071 / 9131, 0.56\n",
+      "OK: Levan Kenia, score: 384.911194, desc: Georgian soccer player, 5072 / 9131, 0.56\n",
+      "OK: Levan Kobiashvili, score: 418.817627, desc: Soccer player, 5073 / 9131, 0.56\n",
+      "OK: Levona Lewis, score: 190.40004, desc: Cricketer, 5074 / 9131, 0.56\n",
+      "OK: Lewis Black, score: 569.098145, desc: American comedian, 5075 / 9131, 0.56\n",
+      "OK: Lewis Holtby, score: 509.722198, desc: Soccer player, 5076 / 9131, 0.56\n",
+      "OK: Lewis Jetta, score: 445.053345, desc: Australian rules footballer, 5077 / 9131, 0.56\n",
+      "OK: Lewis Moody, score: 436.075409, desc: , 5078 / 9131, 0.56\n",
+      "OK: Lexa Doig, score: 495.870636, desc: Canadian actress, 5079 / 9131, 0.56\n",
+      "OK: Lexi Ainsworth, score: 440.956909, desc: American actress, 5080 / 9131, 0.56\n",
+      "OK: Leymah Gbowee, score: 456.319885, desc: Liberian peace activist, 5081 / 9131, 0.56\n",
+      "OK: Leïla Bekhti, score: 533.631104, desc: French film actress, 5082 / 9131, 0.56\n",
+      "OK: Li Xiaoxia, score: 464.58255, desc: , 5083 / 9131, 0.56\n",
+      "OK: Liam McIntyre, score: 477.212341, desc: Australian actor, 5084 / 9131, 0.56\n",
+      "OK: Liam Neeson, score: 724.993774, desc: Actor, 5085 / 9131, 0.56\n",
+      "OK: Liana Mendoza, score: 353.010406, desc: Actor, 5086 / 9131, 0.56\n",
+      "OK: Liane Foly, score: 472.727966, desc: French singer, 5087 / 9131, 0.56\n",
+      "OK: Lidia Kopania, score: 390.465393, desc: , 5088 / 9131, 0.56\n",
+      "OK: Lien Van De Kelder, score: 591.77417, desc: Actress, 5089 / 9131, 0.56\n",
+      "OK: Liev Schreiber, score: 659.067261, desc: American actor, 5090 / 9131, 0.56\n",
+      "OK: Ligia Petit, score: 352.178223, desc: Venezuelan model, 5091 / 9131, 0.56\n",
+      "OK: Lil Flip, score: 551.167786, desc: American rapper, 5092 / 9131, 0.56\n",
+      "OK: Lil Kim, score: 776.037964, desc: American rapper, 5093 / 9131, 0.56\n",
+      "OK: Lili Estefan, score: 474.268127, desc: American-Cuban model, 5094 / 9131, 0.56\n",
+      "OK: Lilia Kopylova, score: 382.127533, desc: Professional dancer, 5095 / 9131, 0.56\n",
+      "OK: Lilian Garcia, score: 507.947937, desc: American-Spanish announcer, 5096 / 9131, 0.56\n",
+      "OK: Lilian Thuram, score: 613.620361, desc: French soccer player, 5097 / 9131, 0.56\n",
+      "OK: Lillete Dubey, score: 438.289429, desc: Indian actress, 5098 / 9131, 0.56\n",
+      "OK: Lilli Gruber, score: 454.705811, desc: Italian journalist, 5099 / 9131, 0.56\n",
+      "OK: Lilli Schwarzkopf, score: 371.68869, desc: German athlete, 5100 / 9131, 0.56\n",
+      "OK: Lily Aldridge, score: 613.439087, desc: American model, 5101 / 9131, 0.56\n",
+      "OK: Lily Donaldson, score: 468.700684, desc: Model, 5102 / 9131, 0.56\n",
+      "OK: Lim Guan Eng, score: 768.020081, desc: Minister of Finance, 5103 / 9131, 0.56\n",
+      "OK: Lim Kit Siang, score: 695.599365, desc: Member of the Malaysian House of Representatives, 5104 / 9131, 0.56\n",
+      "OK: Lin Dan, score: 650.371887, desc: Chinese badminton player, 5105 / 9131, 0.56\n",
+      "OK: Linda Evangelista, score: 575.050659, desc: Canadian model, 5106 / 9131, 0.56\n",
+      "OK: Linda Hogan, score: 463.72171, desc: American television personality, 5107 / 9131, 0.56\n",
+      "OK: Linda Lindorff, score: 407.857025, desc: Swedish television presenter, 5108 / 9131, 0.56\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Linda Sembrant, score: 410.163391, desc: Swedish soccer player, 5109 / 9131, 0.56\n",
+      "OK: Linda Sundblad, score: 376.948364, desc: Swedish singer, 5110 / 9131, 0.56\n",
+      "OK: Lindiwe Mazibuko, score: 450.662354, desc: South African Politician, 5111 / 9131, 0.56\n",
+      "OK: Lindsay Pulsipher, score: 419.052124, desc: American actress, 5112 / 9131, 0.56\n",
+      "OK: Lindsay Whalen, score: 567.390137, desc: Basketball point guard, 5113 / 9131, 0.56\n",
+      "OK: Lindsey Buckingham, score: 608.577454, desc: American musician, 5114 / 9131, 0.56\n",
+      "OK: Lindsey McKeon, score: 429.64447, desc: American actress, 5115 / 9131, 0.56\n",
+      "OK: Lindsey Shaw, score: 516.807007, desc: American actress, 5116 / 9131, 0.56\n",
+      "OK: Lindsey Wixson, score: 404.133881, desc: American model, 5117 / 9131, 0.56\n",
+      "OK: Line Verndal, score: 351.926819, desc: Norwegian actress, 5118 / 9131, 0.56\n",
+      "OK: Lino Červar, score: 388.429871, desc: Croatian handball coach, 5119 / 9131, 0.56\n",
+      "OK: Linsey Godfrey, score: 435.286377, desc: American actress, 5120 / 9131, 0.56\n",
+      "OK: Linus Gerdemann, score: 428.301117, desc: German bicycler, 5121 / 9131, 0.56\n",
+      "OK: Linus Roache, score: 500.56662, desc: Actor, 5122 / 9131, 0.56\n",
+      "OK: Lionel Jospin, score: 528.13147, desc: Former Prime Minister of France, 5123 / 9131, 0.56\n",
+      "OK: Lisa Ann Walter, score: 631.578979, desc: American actress, 5124 / 9131, 0.56\n",
+      "OK: Lisa Fitz, score: 423.560089, desc: Actor, 5125 / 9131, 0.56\n",
+      "OK: Lisa Foiles, score: 405.106812, desc: American actress, 5126 / 9131, 0.56\n",
+      "OK: Lisa Hanna, score: 421.082184, desc: Politician, 5127 / 9131, 0.56\n",
+      "OK: Lisa Lampanelli, score: 521.667603, desc: American stand-up comedian, 5128 / 9131, 0.56\n",
+      "OK: Lisa Leslie, score: 637.836548, desc: American basketball player, 5129 / 9131, 0.56\n",
+      "OK: Lisa Ling, score: 498.454651, desc: American journalist, 5130 / 9131, 0.56\n",
+      "OK: Lisa LoCicero, score: 416.964935, desc: American actress, 5131 / 9131, 0.56\n",
+      "OK: Lisa Marie Presley, score: 916.779541, desc: American singer-songwriter, 5132 / 9131, 0.56\n",
+      "OK: Lisa Maxwell, score: 463.262238, desc: Actress, 5133 / 9131, 0.56\n",
+      "OK: Lisa Murkowski, score: 660.079773, desc: United States Senator, 5134 / 9131, 0.56\n",
+      "OK: Lisa Opie, score: 218.359848, desc: , 5135 / 9131, 0.56\n",
+      "OK: Lisa Origliasso, score: 425.903473, desc: Australian singer-songwriter, 5136 / 9131, 0.56\n",
+      "OK: Lisa Raitt, score: 467.522766, desc: Member of the Canadian House of Commons, 5137 / 9131, 0.56\n",
+      "OK: Lisa Stansfield, score: 616.261108, desc: Singer-songwriter, 5138 / 9131, 0.56\n",
+      "OK: Lisalla Montenegro, score: 343.529938, desc: Brazilian model, 5139 / 9131, 0.56\n",
+      "OK: Little Freddie King, score: 465.163544, desc: American guitarist, 5140 / 9131, 0.56\n",
+      "OK: Litzy, score: 38.006443, desc: Mexican singer, 5141 / 9131, 0.56\n",
+      "OK: Liu Yan, score: 481.046783, desc: Chinese actress, 5142 / 9131, 0.56\n",
+      "OK: Liv Boeree, score: 491.476044, desc: Poker player, 5143 / 9131, 0.56\n",
+      "OK: Liv Kristine, score: 493.854248, desc: Norwegian singer-songwriter, 5144 / 9131, 0.56\n",
+      "OK: Liv Tyler, score: 672.185608, desc: American actress, 5145 / 9131, 0.56\n",
+      "OK: Livinia Nixon, score: 408.769745, desc: Australian television presenter, 5146 / 9131, 0.56\n",
+      "OK: Liviu Dragnea, score: 558.076355, desc: Romanian engineer, 5147 / 9131, 0.56\n",
+      "OK: Liz Fuller, score: 330.940765, desc: Television presenter, 5148 / 9131, 0.56\n",
+      "OK: Liz Goldwyn, score: 341.797241, desc: American filmmaker, 5149 / 9131, 0.56\n",
+      "OK: Liz Phair, score: 549.623962, desc: American singer-songwriter, 5150 / 9131, 0.56\n",
+      "HTTP Error 503: Service Unavailable Liza Huber\n",
+      "OK: Liza Huber, score: 386.353485, desc: American television actress, 5151 / 9131, 0.56\n",
+      "OK: Liza Minnelli, score: 710.00293, desc: American actress, 5152 / 9131, 0.56\n",
+      "OK: Lleyton Hewitt, score: 648.618652, desc: Australian tennis player, 5153 / 9131, 0.56\n",
+      "OK: Lluís Homar, score: 420.814484, desc: Spanish actor, 5154 / 9131, 0.56\n",
+      "OK: Lluís Llach, score: 496.966644, desc: Spanish composer, 5155 / 9131, 0.56\n",
+      "OK: Logan Browning, score: 521.597778, desc: American actress, 5156 / 9131, 0.56\n",
+      "OK: Lola Herrera, score: 444.10556, desc: Spanish actress, 5157 / 9131, 0.56\n",
+      "OK: Lola Marceli, score: 328.838928, desc: Actress, 5158 / 9131, 0.56\n",
+      "OK: Lolita Davidovich, score: 467.527527, desc: Canadian actress, 5159 / 9131, 0.56\n",
+      "OK: Loni Love, score: 474.631805, desc: American comedian, 5160 / 9131, 0.57\n",
+      "OK: Lonneke Engel, score: 355.054443, desc: Dutch model, 5161 / 9131, 0.57\n",
+      "OK: Loredana Bertè, score: 616.335266, desc: Italian singer, 5162 / 9131, 0.57\n",
+      "OK: Loredana Errore, score: 404.679016, desc: Italian-Romanian singer, 5163 / 9131, 0.57\n",
+      "OK: Loredana Lecciso, score: 461.310394, desc: Italian entertainer, 5164 / 9131, 0.57\n",
+      "OK: Lorella Cuccarini, score: 480.989899, desc: Italian dancer, 5165 / 9131, 0.57\n",
+      "OK: Loren Legarda, score: 464.959442, desc: Filipino environmentalist, 5166 / 9131, 0.57\n",
+      "OK: Lorenzo Borghese, score: 404.221039, desc: American-Italian businessman, 5167 / 9131, 0.57\n",
+      "OK: Lorenzo Insigne, score: 573.425171, desc: Italian soccer player, 5168 / 9131, 0.57\n",
+      "OK: Lorenzo Silva, score: 420.913788, desc: Spanish writer, 5169 / 9131, 0.57\n",
+      "OK: Loretta Goggi, score: 510.05127, desc: Italian singer, 5170 / 9131, 0.57\n",
+      "OK: Lorik Cana, score: 482.109131, desc: Soccer player, 5171 / 9131, 0.57\n",
+      "OK: Lorna Fitzgerald, score: 409.141876, desc: Actress, 5172 / 9131, 0.57\n",
+      "OK: Lorna Tolentino, score: 458.929535, desc: Actress, 5173 / 9131, 0.57\n",
+      "OK: Lorne Michaels, score: 620.241211, desc: American-Canadian television producer, 5174 / 9131, 0.57\n",
+      "OK: Lorraine Kelly, score: 507.268585, desc: Television presenter, 5175 / 9131, 0.57\n",
+      "OK: Lorraine Pascale, score: 474.06488, desc: Cook, 5176 / 9131, 0.57\n",
+      "OK: Lorraine Toussaint, score: 522.726929, desc: American-Trinidadian actress, 5177 / 9131, 0.57\n",
+      "OK: Lorrie Morgan, score: 606.291016, desc: American singer, 5178 / 9131, 0.57\n",
+      "OK: Lotta Engberg, score: 507.315369, desc: Singer, 5179 / 9131, 0.57\n",
+      "OK: Lotta Schelin, score: 539.324036, desc: Swedish soccer player, 5180 / 9131, 0.57\n",
+      "OK: Lou Dobbs, score: 580.489502, desc: American commentator, 5181 / 9131, 0.57\n",
+      "OK: Lou Holtz, score: 570.126465, desc: Former football player, 5182 / 9131, 0.57\n",
+      "OK: Lou Lamoriello, score: 460.400085, desc: President of Hockey Operations of the New York Islanders, 5183 / 9131, 0.57\n",
+      "OK: Lou Lesage, score: 314.18869, desc: Actress, 5184 / 9131, 0.57\n",
+      "OK: Louie Anderson, score: 551.937866, desc: American comedian, 5185 / 9131, 0.57\n",
+      "OK: Louie Gohmert, score: 595.935242, desc: U.S. Representative, 5186 / 9131, 0.57\n",
+      "OK: Louie McCarthy-Scarsbrook, score: 462.378876, desc: , 5187 / 9131, 0.57\n",
+      "OK: Louie Spence, score: 437.451935, desc: Dancer, 5188 / 9131, 0.57\n",
+      "OK: Louis Gallois, score: 366.812073, desc: French businessman, 5189 / 9131, 0.57\n",
+      "OK: Louis Garrel, score: 529.427612, desc: French actor, 5190 / 9131, 0.57\n",
+      "OK: Louis Gossett Jr., score: 844.623535, desc: American actor, 5191 / 9131, 0.57\n",
+      "OK: Louis Koo, score: 603.470825, desc: Actor, 5192 / 9131, 0.57\n",
+      "OK: Louis Saha, score: 524.104675, desc: French soccer player, 5193 / 9131, 0.57\n",
+      "OK: Louis Van Amstel, score: 505.265656, desc: American-Dutch professional dancer, 5194 / 9131, 0.57\n",
+      "OK: Louis Walsh, score: 576.210266, desc: Irish judge, 5195 / 9131, 0.57\n",
+      "OK: Louis van Gaal, score: 881.163696, desc: Dutch soccer manager, 5196 / 9131, 0.57\n",
+      "OK: Louis-José Houde, score: 557.843506, desc: Canadian-French comedian, 5197 / 9131, 0.57\n",
+      "OK: Louisa Krause, score: 432.712311, desc: American film actress, 5198 / 9131, 0.57\n",
+      "OK: Louise Glover, score: 426.883087, desc: Model, 5199 / 9131, 0.57\n",
+      "OK: Louise Hoffsten, score: 436.398682, desc: Swedish songwriter, 5200 / 9131, 0.57\n",
+      "OK: Louise Minchin, score: 466.507751, desc: British journalist, 5201 / 9131, 0.57\n",
+      "OK: Louise Monot, score: 415.143768, desc: French actress, 5202 / 9131, 0.57\n",
+      "OK: Louise Redknapp, score: 555.838989, desc: Singer, 5203 / 9131, 0.57\n",
+      "OK: Lovasi András, score: 202.644455, desc: Hungarian singer-songwriter, 5204 / 9131, 0.57\n",
+      "OK: Lovi Poe, score: 488.653625, desc: Filipino actress, 5205 / 9131, 0.57\n",
+      "OK: Low Ki, score: 564.363281, desc: American professional wrestler, 5206 / 9131, 0.57\n",
+      "OK: Loïck Peyron, score: 397.978546, desc: French yachtsman, 5207 / 9131, 0.57\n",
+      "OK: Lu Parker, score: 398.959686, desc: American journalist, 5208 / 9131, 0.57\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: LuAnn de Lesseps, score: 708.077942, desc: American television personality, 5209 / 9131, 0.57\n",
+      "OK: Luana Piovani, score: 492.525208, desc: Brazilian actress, 5210 / 9131, 0.57\n",
+      "OK: Lubomír Zaorálek, score: 380.797577, desc: Czech Politician, 5211 / 9131, 0.57\n",
+      "OK: Luc Alphand, score: 464.198273, desc: Alpine ski racer, 5212 / 9131, 0.57\n",
+      "OK: Luc Chatel, score: 375.626923, desc: French Politician, 5213 / 9131, 0.57\n",
+      "OK: Luc Ferry, score: 429.852417, desc: French philosopher, 5214 / 9131, 0.57\n",
+      "OK: Luc Robitaille, score: 446.080109, desc: Ice hockey player, 5215 / 9131, 0.57\n",
+      "OK: Luca Argentero, score: 478.301331, desc: Italian actor, 5216 / 9131, 0.57\n",
+      "OK: Luca Calvani, score: 390.987671, desc: Italian actor, 5217 / 9131, 0.57\n",
+      "OK: Luca Cordero di Montezemolo, score: 854.127563, desc: Italian businessman, 5218 / 9131, 0.57\n",
+      "OK: Luca Marin, score: 416.279358, desc: Italian swimmer, 5219 / 9131, 0.57\n",
+      "OK: Luca Parmitano, score: 440.950439, desc: Italian engineer, 5220 / 9131, 0.57\n",
+      "OK: Luca Toni, score: 601.402466, desc: Italian soccer player, 5221 / 9131, 0.57\n",
+      "OK: Lucas Alcaraz, score: 458.014526, desc: Spanish soccer player, 5222 / 9131, 0.57\n",
+      "OK: Lucas Barrios, score: 564.930237, desc: Argentine-Paraguayan soccer player, 5223 / 9131, 0.57\n",
+      "OK: Lucas Biglia, score: 571.618958, desc: Soccer player, 5224 / 9131, 0.57\n",
+      "OK: Lucas Leiva, score: 536.042542, desc: Soccer player, 5225 / 9131, 0.57\n",
+      "OK: Lucas Neill, score: 475.945831, desc: Australian soccer player, 5226 / 9131, 0.57\n",
+      "OK: Lucia Šoralová, score: 298.802216, desc: Singer, 5227 / 9131, 0.57\n",
+      "OK: Luciana Aymar, score: 530.808472, desc: Argentine field hockey player, 5228 / 9131, 0.57\n",
+      "OK: Luciana Barroso, score: 423.890472, desc: Matt Damon's wife, 5229 / 9131, 0.57\n",
+      "OK: Luciana Curtis, score: 310.564911, desc: Brazilian model, 5230 / 9131, 0.57\n",
+      "OK: Luciana Littizzetto, score: 483.225586, desc: Italian actress, 5231 / 9131, 0.57\n",
+      "OK: Luciana Paluzzi, score: 469.474243, desc: American-Italian actress, 5232 / 9131, 0.57\n",
+      "OK: Luciana Salazar, score: 488.136932, desc: Argentine singer, 5233 / 9131, 0.57\n",
+      "OK: Luciano Burti, score: 430.030548, desc: Brazilian racing driver, 5234 / 9131, 0.57\n",
+      "OK: Luciano Huck, score: 501.63916, desc: Brazilian TV host, 5235 / 9131, 0.57\n",
+      "OK: Luciano Pereyra, score: 519.702026, desc: Argentine singer, 5236 / 9131, 0.57\n",
+      "OK: Luciano Spalletti, score: 597.715881, desc: Italian football manager, 5237 / 9131, 0.57\n",
+      "OK: Lucie Bílá, score: 517.211853, desc: Singer, 5238 / 9131, 0.57\n",
+      "OK: Lucie Hradecká, score: 534.401306, desc: Tennis player, 5239 / 9131, 0.57\n",
+      "OK: Lucie Jones, score: 469.486298, desc: Singer, 5240 / 9131, 0.57\n",
+      "OK: Lucie Silvas, score: 479.185699, desc: Singer-songwriter, 5241 / 9131, 0.57\n",
+      "OK: Lucien Favre, score: 575.923706, desc: Swiss football manager, 5242 / 9131, 0.57\n",
+      "OK: Lucinha Lins, score: 401.749054, desc: Brazilian actress, 5243 / 9131, 0.57\n",
+      "OK: Lucy Watson, score: 401.998627, desc: Journalist, 5244 / 9131, 0.57\n",
+      "OK: Lucía Méndez, score: 549.140686, desc: Film actress, 5245 / 9131, 0.57\n",
+      "OK: Ludovic Obraniak, score: 468.592712, desc: Soccer player, 5246 / 9131, 0.57\n",
+      "OK: Ludvig Rensfeldt, score: 309.710541, desc: Swedish ice hockey player, 5247 / 9131, 0.57\n",
+      "OK: Luigi Lo Cascio, score: 610.554749, desc: Italian actor, 5248 / 9131, 0.57\n",
+      "OK: Luigi de Magistris, score: 575.989746, desc: Italian Politician, 5249 / 9131, 0.57\n",
+      "OK: Luis Advíncula, score: 552.653748, desc: Soccer player, 5250 / 9131, 0.57\n",
+      "OK: Luis Aragonés, score: 583.382141, desc: Spanish soccer player, 5251 / 9131, 0.58\n",
+      "OK: Luis Armando Reynoso, score: 431.0177, desc: Construction engineer, 5252 / 9131, 0.58\n",
+      "OK: Luis Enrique, score: 768.694397, desc: Spanish soccer player, 5253 / 9131, 0.58\n",
+      "OK: Luis Ernesto Franco, score: 596.258972, desc: Mexican actor, 5254 / 9131, 0.58\n",
+      "OK: Luis Ernesto Michel, score: 594.328857, desc: Soccer goalkeeper, 5255 / 9131, 0.58\n",
+      "OK: Luis Fernando Suárez, score: 696.016479, desc: Colombian soccer player, 5256 / 9131, 0.58\n",
+      "OK: Luis Manzano, score: 508.35141, desc: Filipino TV host, 5257 / 9131, 0.58\n",
+      "OK: Luis Piedrahita, score: 411.756683, desc: Spanish stand-up comedian, 5258 / 9131, 0.58\n",
+      "OK: Luis Scola, score: 535.102966, desc: Basketball player, 5259 / 9131, 0.58\n",
+      "OK: Luis Suárez, score: 967.841248, desc: Soccer player, 5260 / 9131, 0.58\n",
+      "OK: Luis Tosar, score: 487.041504, desc: Spanish actor, 5261 / 9131, 0.58\n",
+      "OK: Luis Zubeldía, score: 483.220825, desc: Argentine former soccer player, 5262 / 9131, 0.58\n",
+      "OK: Luisa María Calderón, score: 593.986755, desc: Member of the Senate of the Republic of Mexico, 5263 / 9131, 0.58\n",
+      "OK: Luisana Lopilato, score: 591.619446, desc: Argentine actress, 5264 / 9131, 0.58\n",
+      "OK: Luiz Adriano, score: 531.387512, desc: Brazilian soccer player, 5265 / 9131, 0.58\n",
+      "OK: Luiz Inácio Lula da Silva, score: 2100.326416, desc: Former President of Brazil, 5266 / 9131, 0.58\n",
+      "OK: Luka Modrić, score: 843.720947, desc: Soccer player, 5267 / 9131, 0.58\n",
+      "OK: Luka Šulić, score: 439.192413, desc: Croatian-Slovenian cellist, 5268 / 9131, 0.58\n",
+      "OK: Lukas Podolski, score: 682.98999, desc: Soccer player, 5269 / 9131, 0.58\n",
+      "OK: Luke Beveridge, score: 432.411621, desc: Australian rules footballer, 5270 / 9131, 0.58\n",
+      "OK: Luke Bryan, score: 701.257446, desc: American singer-songwriter, 5271 / 9131, 0.58\n",
+      "OK: Luke Donald, score: 519.240906, desc: English golfer, 5272 / 9131, 0.58\n",
+      "OK: Luke Hemsworth, score: 556.629456, desc: Australian actor, 5273 / 9131, 0.58\n",
+      "OK: Luke Hodge, score: 505.744019, desc: Australian rules footballer, 5274 / 9131, 0.58\n",
+      "OK: Luke Pasqualino, score: 518.356262, desc: Actor, 5275 / 9131, 0.58\n",
+      "OK: Luke Shaw, score: 608.378845, desc: Soccer player, 5276 / 9131, 0.58\n",
+      "OK: Luke Varney, score: 393.675049, desc: Soccer player, 5277 / 9131, 0.58\n",
+      "OK: Luke Wilkshire, score: 441.937927, desc: Soccer player, 5278 / 9131, 0.58\n",
+      "OK: Lukman Sardi, score: 433.869995, desc: Indonesian actor, 5279 / 9131, 0.58\n",
+      "OK: Lukáš Konečný, score: 388.394623, desc: Czech boxer, 5280 / 9131, 0.58\n",
+      "OK: Lulu Santos, score: 611.891602, desc: Brazilian singer, 5281 / 9131, 0.58\n",
+      "OK: Lulzim Basha, score: 388.883606, desc: Albanian Politician, 5282 / 9131, 0.58\n",
+      "OK: Luol Deng, score: 617.196533, desc: Basketball player, 5283 / 9131, 0.58\n",
+      "OK: Lupita Jones, score: 463.88855, desc: Mexican actress, 5284 / 9131, 0.58\n",
+      "OK: Lute Olson, score: 463.174683, desc: American basketball coach, 5285 / 9131, 0.58\n",
+      "OK: Luther Vandross, score: 671.843628, desc: American singer-songwriter, 5286 / 9131, 0.58\n",
+      "OK: Luz Cipriota, score: 372.037842, desc: Actress, 5287 / 9131, 0.58\n",
+      "OK: Luís Figo, score: 691.199707, desc: Portuguese soccer player, 5288 / 9131, 0.58\n",
+      "OK: Luís Filipe Vieira, score: 567.933228, desc: President of Benfica, 5289 / 9131, 0.58\n",
+      "OK: Luíza Brunet, score: 441.780182, desc: Model, 5290 / 9131, 0.58\n",
+      "OK: Ly Jonaitis, score: 404.704834, desc: Venezuelan actress, 5291 / 9131, 0.58\n",
+      "OK: Lydia Bosch, score: 434.801971, desc: Spanish actress, 5292 / 9131, 0.58\n",
+      "OK: Lynda Bellingham, score: 469.92392, desc: Actress, 5293 / 9131, 0.58\n",
+      "OK: Lynda Lemay, score: 499.977234, desc: Canadian singer-songwriter, 5294 / 9131, 0.58\n",
+      "OK: Lyndsy Fonseca, score: 564.6604, desc: American actress, 5295 / 9131, 0.58\n",
+      "OK: Lynn Chen, score: 395.72113, desc: American actress, 5296 / 9131, 0.58\n",
+      "OK: Lynn Whitfield, score: 508.916992, desc: American actress, 5297 / 9131, 0.58\n",
+      "OK: Lynne Koplitz, score: 378.393005, desc: American comedian, 5298 / 9131, 0.58\n",
+      "OK: Lynsey de Paul, score: 672.354919, desc: Singer-songwriter, 5299 / 9131, 0.58\n",
+      "OK: Lyoto Machida, score: 536.803833, desc: Mixed martial artist, 5300 / 9131, 0.58\n",
+      "OK: Lzzy Hale, score: 534.649353, desc: American singer-songwriter, 5301 / 9131, 0.58\n",
+      "OK: Lázaro Ramos, score: 473.611359, desc: Brazilian actor, 5302 / 9131, 0.58\n",
+      "OK: Lê Quang Liêm, score: 577.546265, desc: Vietnamese chess player, 5303 / 9131, 0.58\n",
+      "OK: Lương Bích Hữu, score: 593.808655, desc: Vietnamese actress, 5304 / 9131, 0.58\n",
+      "OK: MS Narayana, score: 198.976089, desc: Actor, 5305 / 9131, 0.58\n",
+      "OK: MC Harvey, score: 300.320404, desc: Rapper, 5306 / 9131, 0.58\n",
+      "OK: Ma Dong-Seok, score: 671.407959, desc: American actor, 5307 / 9131, 0.58\n",
+      "OK: Ma Long, score: 607.113892, desc: Chinese player, 5308 / 9131, 0.58\n",
+      "OK: Ma Ying-jeou, score: 848.444885, desc: Former President of the Republic of China, 5309 / 9131, 0.58\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Maa Nonu, score: 107.165161, desc: Rugby player, 5310 / 9131, 0.58\n",
+      "OK: Maarja-Liis Ilus, score: 562.665039, desc: Musician, 5311 / 9131, 0.58\n",
+      "OK: Maarten Stekelenburg, score: 526.573486, desc: Dutch soccer player, 5312 / 9131, 0.58\n",
+      "OK: Maartje Paumen, score: 441.139008, desc: Dutch field hockey player, 5313 / 9131, 0.58\n",
+      "OK: Maasa Sudou, score: 221.698883, desc: Japanese actress, 5314 / 9131, 0.58\n",
+      "OK: MacKenzie Mauzy, score: 486.115723, desc: American actress, 5315 / 9131, 0.58\n",
+      "OK: Macarena Gómez, score: 463.973267, desc: Spanish actress, 5316 / 9131, 0.58\n",
+      "OK: Macha Méril, score: 485.928619, desc: Actress, 5317 / 9131, 0.58\n",
+      "OK: Maciej Maleńczuk, score: 503.776703, desc: Polish vocalist, 5318 / 9131, 0.58\n",
+      "OK: Maciej Sadlok, score: 394.915222, desc: Polish soccer player, 5319 / 9131, 0.58\n",
+      "OK: Maciej Skorża, score: 437.177979, desc: Polish football manager, 5320 / 9131, 0.58\n",
+      "OK: Maciej Stuhr, score: 453.859131, desc: Polish actor, 5321 / 9131, 0.58\n",
+      "OK: Maciej Zakoscielny, score: 389.270203, desc: Actor, 5322 / 9131, 0.58\n",
+      "OK: Mackenzie Foy, score: 585.634583, desc: American actress, 5323 / 9131, 0.58\n",
+      "OK: Mackenzie Phillips, score: 605.944824, desc: American actress, 5324 / 9131, 0.58\n",
+      "OK: Macnelly Torres, score: 483.928253, desc: Colombian soccer player, 5325 / 9131, 0.58\n",
+      "OK: Madeleine Albright, score: 697.197754, desc: Former United States Secretary of State, 5326 / 9131, 0.58\n",
+      "OK: Madeleine Stowe, score: 575.848511, desc: American actress, 5327 / 9131, 0.58\n",
+      "OK: Madeline Carroll, score: 509.186005, desc: American actress, 5328 / 9131, 0.58\n",
+      "OK: Madhura Naik, score: 408.225616, desc: Indian model, 5329 / 9131, 0.58\n",
+      "OK: Madiha Iftikhar, score: 339.29361, desc: TV actress, 5330 / 9131, 0.58\n",
+      "OK: Madison Brengle, score: 503.617737, desc: Tennis player, 5331 / 9131, 0.58\n",
+      "OK: Madison Bumgarner, score: 636.585144, desc: Baseball pitcher, 5332 / 9131, 0.58\n",
+      "OK: Mads Gilbert, score: 364.36972, desc: Norwegian physician, 5333 / 9131, 0.58\n",
+      "OK: Mae Whitman, score: 621.709473, desc: American actress, 5334 / 9131, 0.58\n",
+      "OK: Maeve Quinlan, score: 443.555908, desc: Actress, 5335 / 9131, 0.58\n",
+      "OK: Magaly Medina, score: 400.094238, desc: Peruvian presenter, 5336 / 9131, 0.58\n",
+      "OK: Magdalena Andersson, score: 454.644073, desc: Swedish Politician, 5337 / 9131, 0.58\n",
+      "OK: Magdalena Brzeska, score: 398.376221, desc: German-Polish gymnast, 5338 / 9131, 0.58\n",
+      "OK: Magdalena Cielecka, score: 431.582794, desc: Polish film actress, 5339 / 9131, 0.58\n",
+      "OK: Magdalena Frackowiak, score: 503.811462, desc: Polish model, 5340 / 9131, 0.58\n",
+      "OK: Magdalena Gessler, score: 468.556427, desc: Polish television personality, 5341 / 9131, 0.58\n",
+      "OK: Magdalena Mielcarz, score: 439.65683, desc: Polish actress, 5342 / 9131, 0.59\n",
+      "OK: Magdalena Modra, score: 329.264252, desc: Actress, 5343 / 9131, 0.59\n",
+      "OK: Magdalena Neuner, score: 557.673706, desc: German biathlete, 5344 / 9131, 0.59\n",
+      "OK: Magdalena Różczka, score: 408.807892, desc: Polish actress, 5345 / 9131, 0.59\n",
+      "OK: Magdalena Schejbal, score: 336.539124, desc: Actress, 5346 / 9131, 0.59\n",
+      "OK: Magdaléna Rybáriková, score: 565.541199, desc: Slovak tennis player, 5347 / 9131, 0.59\n",
+      "OK: Maggie Beer, score: 431.267822, desc: Australian cook, 5348 / 9131, 0.59\n",
+      "OK: Maggie Cheung, score: 585.654968, desc: Actress, 5349 / 9131, 0.59\n",
+      "OK: Maggie Rizer, score: 397.607971, desc: American model, 5350 / 9131, 0.59\n",
+      "OK: Magic Juan, score: 392.564789, desc: American pimp, 5351 / 9131, 0.59\n",
+      "OK: Magnus Carlsen, score: 634.587219, desc: Norwegian chess Grandmaster, 5352 / 9131, 0.59\n",
+      "OK: Magnus Norman, score: 464.793945, desc: Swedish coach, 5353 / 9131, 0.59\n",
+      "OK: Magnus Uggla, score: 564.164978, desc: Swedish artist, 5354 / 9131, 0.59\n",
+      "OK: Mahela Jayawardene, score: 513.390259, desc: Sri Lankan cricketer, 5355 / 9131, 0.59\n",
+      "OK: Maher Zain, score: 615.753601, desc: Singer-songwriter, 5356 / 9131, 0.59\n",
+      "OK: Mahima Chaudhry, score: 547.411682, desc: Indian actress, 5357 / 9131, 0.59\n",
+      "OK: Mahinda Rajapaksa, score: 700.400696, desc: Prime Minister of Sri Lanka, 5358 / 9131, 0.59\n",
+      "OK: Mahira Khan, score: 577.891724, desc: Pakistani actress, 5359 / 9131, 0.59\n",
+      "OK: Mahleej Sarkari, score: 283.643585, desc: , 5360 / 9131, 0.59\n",
+      "OK: Mai Kuraki, score: 598.482605, desc: Japanese singer-songwriter, 5361 / 9131, 0.59\n",
+      "OK: Mai Phương Thúy, score: 673.52063, desc: Vietnamese actress, 5362 / 9131, 0.59\n",
+      "OK: Maia Mitchell, score: 575.046509, desc: Australian actress, 5363 / 9131, 0.59\n",
+      "OK: Maire Aunaste, score: 303.103912, desc: Estonian journalist, 5364 / 9131, 0.59\n",
+      "OK: Maite Embil, score: 323.068604, desc: Actress, 5365 / 9131, 0.59\n",
+      "OK: Maite Perroni, score: 641.489868, desc: Mexican actress, 5366 / 9131, 0.59\n",
+      "OK: Maitê Proença, score: 486.939453, desc: Brazilian actress, 5367 / 9131, 0.59\n",
+      "OK: Maja Ostaszewska, score: 442.593781, desc: Polish actress, 5368 / 9131, 0.59\n",
+      "HTTP Error 503: Service Unavailable Maja Salvador\n",
+      "OK: Maja Salvador, score: 551.307922, desc: Actress, 5369 / 9131, 0.59\n",
+      "OK: Majak Daw, score: 470.264526, desc: Australian rules football player, 5370 / 9131, 0.59\n",
+      "OK: Majka Jeżowska, score: 443.404388, desc: Polish singer, 5371 / 9131, 0.59\n",
+      "OK: Maki Horikita, score: 557.311401, desc: Japanese actress, 5372 / 9131, 0.59\n",
+      "OK: Makoto Hasebe, score: 624.206421, desc: Japanese soccer player, 5373 / 9131, 0.59\n",
+      "OK: Mala Rodríguez, score: 546.537231, desc: Spanish rapper, 5374 / 9131, 0.59\n",
+      "OK: Malaika Arora Khan, score: 504.278839, desc: Indian actress, 5375 / 9131, 0.59\n",
+      "OK: Malcolm Delaney, score: 472.778839, desc: American basketball player, 5376 / 9131, 0.59\n",
+      "OK: Malcolm Gladwell, score: 595.65094, desc: Journalist, 5377 / 9131, 0.59\n",
+      "OK: Malcolm Turnbull, score: 828.138611, desc: Former Prime Minister of Australia, 5378 / 9131, 0.59\n",
+      "OK: Malcolm-Jamal Warner, score: 740.588013, desc: American actor, 5379 / 9131, 0.59\n",
+      "OK: Malena Alterio, score: 431.62796, desc: Argentine actress, 5380 / 9131, 0.59\n",
+      "OK: Malika Ayane, score: 494.164642, desc: Italian singer, 5381 / 9131, 0.59\n",
+      "OK: Malika Haqq, score: 430.596161, desc: American actress, 5382 / 9131, 0.59\n",
+      "OK: Malika Ménard, score: 529.547913, desc: French model, 5383 / 9131, 0.59\n",
+      "OK: Malin Åkerman, score: 657.302551, desc: Canadian-Swedish actress, 5384 / 9131, 0.59\n",
+      "OK: Malky Mackay, score: 457.374115, desc: Football manager, 5385 / 9131, 0.59\n",
+      "OK: Malu Mader, score: 460.112091, desc: Brazilian actress, 5386 / 9131, 0.59\n",
+      "OK: Malvino Salvador, score: 448.752747, desc: Brazilian actor, 5387 / 9131, 0.59\n",
+      "OK: Mamadou Sakho, score: 583.940308, desc: Soccer player, 5388 / 9131, 0.59\n",
+      "OK: Mamed Khalidov, score: 478.922638, desc: Mixed martial artist, 5389 / 9131, 0.59\n",
+      "OK: Mammootty, score: 58.556366, desc: Indian film actor, 5390 / 9131, 0.59\n",
+      "OK: Mamphela Ramphele, score: 403.359955, desc: South African Politician, 5391 / 9131, 0.59\n",
+      "OK: Mamta Kulkarni, score: 541.160645, desc: Actress, 5392 / 9131, 0.59\n",
+      "OK: Mamta Mohandas, score: 545.155334, desc: Indian film actress, 5393 / 9131, 0.59\n",
+      "OK: Manasvi Mamgai, score: 445.593323, desc: Indian supermodel, 5394 / 9131, 0.59\n",
+      "OK: Manchu Lakshmi Prasanna, score: 416.216705, desc: Film actress, 5395 / 9131, 0.59\n",
+      "OK: Manchu Vishnu, score: 329.294128, desc: Indian film actor, 5396 / 9131, 0.59\n",
+      "OK: Mancini, score: 54.929611, desc: American composer, 5397 / 9131, 0.59\n",
+      "OK: Mandy Cho, score: 377.96463, desc: Television personality, 5398 / 9131, 0.59\n",
+      "OK: Mandy Teefey, score: 405.113861, desc: Selena Gomez's mother, 5399 / 9131, 0.59\n",
+      "OK: Mandy Wong, score: 447.977966, desc: Television actress, 5400 / 9131, 0.59\n",
+      "OK: Manish Paul, score: 476.806763, desc: Indian television host, 5401 / 9131, 0.59\n",
+      "OK: Manisha Koirala, score: 653.068054, desc: Actress, 5402 / 9131, 0.59\n",
+      "OK: Manjari Phadnis, score: 236.701981, desc: Indian actress, 5403 / 9131, 0.59\n",
+      "OK: Manny Ramirez, score: 634.603638, desc: Baseball outfielder, 5404 / 9131, 0.59\n",
+      "OK: Manohar Parrikar, score: 601.487305, desc: Chief Minister of Goa, 5405 / 9131, 0.59\n",
+      "OK: Manolo Cardona, score: 453.284668, desc: Colombian actor, 5406 / 9131, 0.59\n",
+      "OK: Manolo Gabbiadini, score: 513.351135, desc: Italian soccer player, 5407 / 9131, 0.59\n",
+      "OK: Manon Melis, score: 384.087097, desc: Dutch soccer player, 5408 / 9131, 0.59\n",
+      "OK: Manpei Takagi, score: 379.468781, desc: Japanese actor, 5409 / 9131, 0.59\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Mantas Kalnietis, score: 449.244629, desc: Lithuanian basketball player, 5410 / 9131, 0.59\n",
+      "OK: Manu Ginóbili, score: 717.323547, desc: Basketball player, 5411 / 9131, 0.59\n",
+      "OK: Manu Payet, score: 461.216553, desc: French comedian, 5412 / 9131, 0.59\n",
+      "OK: Manu Tenorio, score: 433.773621, desc: Spanish singer, 5413 / 9131, 0.59\n",
+      "OK: Manuel Almunia, score: 455.256287, desc: Spanish soccer player, 5414 / 9131, 0.59\n",
+      "OK: Manuel Cortez, score: 420.37262, desc: German-Portuguese actor, 5415 / 9131, 0.59\n",
+      "OK: Manuel Neuer, score: 730.587524, desc: Soccer player, 5416 / 9131, 0.59\n",
+      "OK: Manuel Pellegrini, score: 622.226501, desc: Chilean football manager, 5417 / 9131, 0.59\n",
+      "OK: Manuel Quinziato, score: 369.399994, desc: Italian cyclist, 5418 / 9131, 0.59\n",
+      "OK: Manuel Valls, score: 603.459351, desc: Former Prime Minister of France, 5419 / 9131, 0.59\n",
+      "OK: Manuela Moura Guedes, score: 422.023346, desc: Portuguese singer, 5420 / 9131, 0.59\n",
+      "OK: Manuela Schwesig, score: 486.036316, desc: Politician, 5421 / 9131, 0.59\n",
+      "OK: Manuela Vellés, score: 400.312836, desc: Actress, 5422 / 9131, 0.59\n",
+      "OK: Mané de la Parra, score: 750.899475, desc: Mexican singer, 5423 / 9131, 0.59\n",
+      "OK: Mapou Yanga-Mbiwa, score: 621.460205, desc: Soccer player, 5424 / 9131, 0.59\n",
+      "OK: Mara Maravilha, score: 482.281799, desc: Actress, 5425 / 9131, 0.59\n",
+      "OK: Marbelle, score: 33.343117, desc: Colombian singer, 5426 / 9131, 0.59\n",
+      "OK: Marc Bartra, score: 562.470337, desc: Spanish soccer player, 5427 / 9131, 0.59\n",
+      "OK: Marc Bergevin, score: 469.943512, desc: Canadian ice hockey player, 5428 / 9131, 0.59\n",
+      "OK: Marc Clotet, score: 453.223846, desc: Spanish actor, 5429 / 9131, 0.59\n",
+      "OK: Marc Coucke, score: 403.221436, desc: Belgian businessman, 5430 / 9131, 0.59\n",
+      "OK: Marc Faber, score: 451.412659, desc: Swiss investor, 5431 / 9131, 0.59\n",
+      "OK: Marc Janko, score: 488.923981, desc: Austrian soccer player, 5432 / 9131, 0.59\n",
+      "OK: Marc Lavoine, score: 564.29364, desc: French singer, 5433 / 9131, 0.60\n",
+      "OK: Marc Lièvremont, score: 406.335968, desc: Rugby player, 5434 / 9131, 0.60\n",
+      "OK: Marc Maron, score: 596.559814, desc: American stand-up comedian, 5435 / 9131, 0.60\n",
+      "OK: Marc Mezvinsky, score: 412.333649, desc: American investor, 5436 / 9131, 0.60\n",
+      "OK: Marc Ouellet, score: 447.304626, desc: Cardinal, 5437 / 9131, 0.60\n",
+      "OK: Marc Pircher, score: 398.43158, desc: Austrian singer, 5438 / 9131, 0.60\n",
+      "OK: Marc Rzatkowski, score: 399.50119, desc: German soccer player, 5439 / 9131, 0.60\n",
+      "OK: Marc Terenzi, score: 478.498322, desc: American singer, 5440 / 9131, 0.60\n",
+      "OK: Marcel Aubut, score: 326.094208, desc: Canadian lawyer, 5441 / 9131, 0.60\n",
+      "OK: Marcel Chandrawinata, score: 415.29895, desc: Indonesian actor, 5442 / 9131, 0.60\n",
+      "OK: Marcel Desailly, score: 567.503174, desc: Soccer player, 5443 / 9131, 0.60\n",
+      "OK: Marcel Koller, score: 507.985901, desc: Former soccer player, 5444 / 9131, 0.60\n",
+      "OK: Marcel Schmelzer, score: 512.807495, desc: Soccer player, 5445 / 9131, 0.60\n",
+      "OK: Marcel Siem, score: 406.786041, desc: German professional golfer, 5446 / 9131, 0.60\n",
+      "OK: Marcela Acuña, score: 422.288605, desc: Argentine boxer, 5447 / 9131, 0.60\n",
+      "OK: Marcela Kloosterboer, score: 428.042389, desc: Argentine actress, 5448 / 9131, 0.60\n",
+      "OK: Marcelinho Huertas, score: 306.695312, desc: Brazilian-Italian basketball player, 5449 / 9131, 0.60\n",
+      "OK: Marcelinho Paraíba, score: 449.43634, desc: Brazilian soccer player, 5450 / 9131, 0.60\n",
+      "OK: Marcelino García Toral, score: 781.451172, desc: Spanish soccer player, 5451 / 9131, 0.60\n",
+      "OK: Marcell Jansen, score: 473.886688, desc: Soccer player, 5452 / 9131, 0.60\n",
+      "OK: Marcella Zalianty, score: 380.727173, desc: Actor, 5453 / 9131, 0.60\n",
+      "OK: Marcello Melo Jr., score: 537.611572, desc: Brazilian actor, 5454 / 9131, 0.60\n",
+      "OK: Marcelo Buquet, score: 394.216492, desc: Actor, 5455 / 9131, 0.60\n",
+      "OK: Marcelo Díaz, score: 536.386719, desc: Chilean soccer player, 5456 / 9131, 0.60\n",
+      "OK: Marcelo Salas, score: 531.946777, desc: Chilean soccer player, 5457 / 9131, 0.60\n",
+      "OK: Marcelo Tinelli, score: 509.265747, desc: Host, 5458 / 9131, 0.60\n",
+      "OK: Marcin Dorociński, score: 454.258636, desc: Polish film actor, 5459 / 9131, 0.60\n",
+      "OK: Marcin Gortat, score: 554.163391, desc: Polish basketball player, 5460 / 9131, 0.60\n",
+      "OK: Marco Amelia, score: 469.610107, desc: Italian soccer player, 5461 / 9131, 0.60\n",
+      "OK: Marco Andreolli, score: 431.712097, desc: Italian soccer player, 5462 / 9131, 0.60\n",
+      "OK: Marco Antonio Regil, score: 559.439087, desc: Television personality, 5463 / 9131, 0.60\n",
+      "OK: Marco Antonio Solís, score: 913.397522, desc: Mexican musician, 5464 / 9131, 0.60\n",
+      "OK: Marco Carta, score: 484.196198, desc: Italian singer, 5465 / 9131, 0.60\n",
+      "OK: Marco Enríquez-Ominami, score: 564.022888, desc: Chilean-French filmmaker, 5466 / 9131, 0.60\n",
+      "OK: Marco Fabián, score: 647.243469, desc: Mexican soccer player, 5467 / 9131, 0.60\n",
+      "OK: Marco Fantini, score: 252.219147, desc: Italian artist, 5468 / 9131, 0.60\n",
+      "OK: Marco Giallini, score: 478.422546, desc: Italian actor, 5469 / 9131, 0.60\n",
+      "OK: Marco Giampaolo, score: 468.244263, desc: Soccer manager, 5470 / 9131, 0.60\n",
+      "OK: Marco Girnth, score: 361.389526, desc: Actor, 5471 / 9131, 0.60\n",
+      "OK: Marco Huck, score: 477.4552, desc: Professional boxer, 5472 / 9131, 0.60\n",
+      "OK: Marco Maia, score: 354.77124, desc: Former President of the Chamber of Deputies of Brazil, 5473 / 9131, 0.60\n",
+      "OK: Marco Mengoni, score: 592.089233, desc: Italian singer-songwriter, 5474 / 9131, 0.60\n",
+      "OK: Marco Nanini, score: 425.509613, desc: Brazilian theater actor, 5475 / 9131, 0.60\n",
+      "OK: Marco Pappa, score: 446.438232, desc: Guatemalan soccer player, 5476 / 9131, 0.60\n",
+      "OK: Marco Pierre White, score: 768.089966, desc: British chef, 5477 / 9131, 0.60\n",
+      "OK: Marco Reus, score: 674.769287, desc: Soccer player, 5478 / 9131, 0.60\n",
+      "OK: Marco Rubio, score: 938.012024, desc: United States Senator, 5479 / 9131, 0.60\n",
+      "OK: Marco Schreyl, score: 416.683716, desc: German television host, 5480 / 9131, 0.60\n",
+      "OK: Marco Storari, score: 479.862213, desc: Italian soccer player, 5481 / 9131, 0.60\n",
+      "OK: Marco Streller, score: 454.334808, desc: Swiss soccer player, 5482 / 9131, 0.60\n",
+      "OK: Marco Tronchetti Provera, score: 529.648315, desc: Chief Executive Officer of Pirelli, 5483 / 9131, 0.60\n",
+      "OK: Marcos Assunção, score: 429.153992, desc: Soccer player, 5484 / 9131, 0.60\n",
+      "OK: Marcos Mondaini, score: 368.389191, desc: Argentine soccer player, 5485 / 9131, 0.60\n",
+      "OK: Marcus Collins, score: 434.001709, desc: Singer, 5486 / 9131, 0.60\n",
+      "OK: Marcus Jordan, score: 490.62381, desc: American basketball player, 5487 / 9131, 0.60\n",
+      "OK: Marcus Samuelsson, score: 482.002594, desc: Chef, 5488 / 9131, 0.60\n",
+      "OK: Mardy Fish, score: 543.308594, desc: American tennis player, 5489 / 9131, 0.60\n",
+      "OK: Mareike Carrière, score: 448.570984, desc: German actress, 5490 / 9131, 0.60\n",
+      "OK: Mareile Höppner, score: 383.392517, desc: German television presenter, 5491 / 9131, 0.60\n",
+      "OK: Marek Belka, score: 425.456421, desc: Former Prime Minister of Poland, 5492 / 9131, 0.60\n",
+      "OK: Marek Hamšík, score: 587.742371, desc: Soccer player, 5493 / 9131, 0.60\n",
+      "OK: Marek Jankulovski, score: 473.707825, desc: Czech soccer player, 5494 / 9131, 0.60\n",
+      "OK: Marek Jurek, score: 381.204376, desc: Party leader of Right Wing of the Republic, 5495 / 9131, 0.60\n",
+      "OK: Marek Sawicki, score: 374.462219, desc: Polish Politician, 5496 / 9131, 0.60\n",
+      "OK: Margaret Atwood, score: 647.426147, desc: Canadian poet, 5497 / 9131, 0.60\n",
+      "OK: Margaret Berger, score: 437.284912, desc: Norwegian singer, 5498 / 9131, 0.60\n",
+      "OK: Margaret Blanchard, score: 386.392365, desc: Fictional character, 5499 / 9131, 0.60\n",
+      "OK: Margaret Cho, score: 570.23877, desc: American comedian, 5500 / 9131, 0.60\n",
+      "OK: Margareta Kozuch, score: 407.478821, desc: Volleyball player, 5501 / 9131, 0.60\n",
+      "OK: Margareta Pâslaru, score: 422.565948, desc: Romanian singer, 5502 / 9131, 0.60\n",
+      "OK: Margareth Madè, score: 406.181732, desc: Italian model, 5503 / 9131, 0.60\n",
+      "OK: Margarita Stolbizer, score: 389.846619, desc: Argentine lawyer, 5504 / 9131, 0.60\n",
+      "OK: Margherita Granbassi, score: 390.724701, desc: Olympic athlete, 5505 / 9131, 0.60\n",
+      "OK: Margo Harshman, score: 495.829712, desc: American actress, 5506 / 9131, 0.60\n",
+      "OK: Margot Boer, score: 348.863861, desc: Dutch speed skater, 5507 / 9131, 0.60\n",
+      "OK: Margot Käßmann, score: 445.63324, desc: Theologian, 5508 / 9131, 0.60\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Margot Wallström, score: 495.589752, desc: Deputy Prime Minister of Sweden, 5509 / 9131, 0.60\n",
+      "OK: Margrethe Vestager, score: 483.15097, desc: Danish Politician, 5510 / 9131, 0.60\n",
+      "OK: Marguerite Moreau, score: 501.630096, desc: American actress, 5511 / 9131, 0.60\n",
+      "OK: Mari Kiviniemi, score: 398.824829, desc: Former Prime Minister of Finland, 5512 / 9131, 0.60\n",
+      "OK: Maria Bello, score: 633.453003, desc: American actress, 5513 / 9131, 0.60\n",
+      "OK: Maria Bellucci, score: 423.466248, desc: Italian actress, 5514 / 9131, 0.60\n",
+      "OK: Maria Bethânia, score: 600.225464, desc: Brazilian singer, 5515 / 9131, 0.60\n",
+      "OK: Maria Canals Barrera, score: 682.89386, desc: American actress, 5516 / 9131, 0.60\n",
+      "OK: Maria Ehrich, score: 442.011261, desc: German actress, 5517 / 9131, 0.60\n",
+      "OK: Maria Fekter, score: 357.445557, desc: Austrian Politician, 5518 / 9131, 0.60\n",
+      "OK: Maria Flor, score: 435.410187, desc: Brazilian actress, 5519 / 9131, 0.60\n",
+      "OK: Maria Fowler, score: 378.039093, desc: Model, 5520 / 9131, 0.60\n",
+      "OK: Maria Gabriela de Faría, score: 825.311951, desc: Venezuelan actress, 5521 / 9131, 0.60\n",
+      "OK: Maria Guzenina-Richardson, score: 287.716827, desc: Finnish Politician, 5522 / 9131, 0.60\n",
+      "OK: Maria Ho, score: 467.263733, desc: American poker player, 5523 / 9131, 0.60\n",
+      "OK: Maria Höfl-Riesch, score: 674.396973, desc: German alpine ski racer, 5524 / 9131, 0.60\n",
+      "OK: Maria Kaczyńska, score: 440.755859, desc: Lech Kaczyński's wife, 5525 / 9131, 0.61\n",
+      "OK: Maria Nazionale, score: 423.734192, desc: Italian singer, 5526 / 9131, 0.61\n",
+      "OK: Maria Ribeiro, score: 483.445496, desc: Singer, 5527 / 9131, 0.61\n",
+      "OK: Maria-Elisabeth Schaeffler, score: 504.366577, desc: , 5528 / 9131, 0.61\n",
+      "OK: Mariacarla Boscono, score: 428.681763, desc: Italian supermodel, 5529 / 9131, 0.61\n",
+      "OK: Marian Lupu, score: 381.353058, desc: Former President of the Moldovan Parliament, 5530 / 9131, 0.61\n",
+      "OK: Marian Opania, score: 417.210175, desc: Polish film actor, 5531 / 9131, 0.61\n",
+      "OK: Marian Rivera, score: 595.976257, desc: Filipino-Spanish model, 5532 / 9131, 0.61\n",
+      "OK: Mariana Fabbiani, score: 434.269958, desc: Argentine television presenter, 5533 / 9131, 0.61\n",
+      "OK: Mariana Rios, score: 480.624695, desc: Brazilian actress, 5534 / 9131, 0.61\n",
+      "OK: Mariana Weickert, score: 376.235504, desc: Brazilian model, 5535 / 9131, 0.61\n",
+      "OK: Marianne Faithfull, score: 614.716309, desc: Singer, 5536 / 9131, 0.61\n",
+      "OK: Marianne Jelved, score: 364.839417, desc: Danish Politician, 5537 / 9131, 0.61\n",
+      "OK: Marianne Thieme, score: 497.66925, desc: Dutch politician, 5538 / 9131, 0.61\n",
+      "OK: Marianne Vos, score: 534.0755, desc: Dutch bicycler, 5539 / 9131, 0.61\n",
+      "OK: Mariano Martínez, score: 487.631592, desc: Argentine actor, 5540 / 9131, 0.61\n",
+      "OK: Mariano Pavone, score: 479.122681, desc: Argentine soccer player, 5541 / 9131, 0.61\n",
+      "OK: Mariastella Gelmini, score: 434.451233, desc: Former Italian Minister of Education, 5542 / 9131, 0.61\n",
+      "OK: Maricar Reyes, score: 486.440887, desc: Filipino actress, 5543 / 9131, 0.61\n",
+      "OK: Marie Bäumer, score: 474.346832, desc: German film actress, 5544 / 9131, 0.61\n",
+      "OK: Marie Dorin Habert, score: 639.367676, desc: French biathlete, 5545 / 9131, 0.61\n",
+      "OK: Marie Gillain, score: 475.12265, desc: Belgian actress, 5546 / 9131, 0.61\n",
+      "OK: Marie Laforêt, score: 565.228394, desc: Singer, 5547 / 9131, 0.61\n",
+      "OK: Marie Rottrová, score: 397.357513, desc: Czech singer, 5548 / 9131, 0.61\n",
+      "OK: Marie de Villepin, score: 528.168396, desc: French model, 5549 / 9131, 0.61\n",
+      "OK: Marie-Amélie Le Fur, score: 704.747437, desc: Athlete, 5550 / 9131, 0.61\n",
+      "OK: Marie-Arlette Carlotti, score: 417.752106, desc: French Politician, 5551 / 9131, 0.61\n",
+      "OK: Marie-Josée Croze, score: 692.468933, desc: Canadian-French actress, 5552 / 9131, 0.61\n",
+      "OK: Marie-Philip Poulin, score: 549.430481, desc: Ice hockey forward, 5553 / 9131, 0.61\n",
+      "OK: Mariel Rodriguez, score: 486.526917, desc: Model, 5554 / 9131, 0.61\n",
+      "OK: Mariela Castro, score: 447.481079, desc: Raúl Castro's daughter, 5555 / 9131, 0.61\n",
+      "OK: Mariella Frostrup, score: 419.348236, desc: Journalist, 5556 / 9131, 0.61\n",
+      "OK: Marielle Heller, score: 400.361053, desc: American writer, 5557 / 9131, 0.61\n",
+      "OK: Marieta Severo, score: 512.266479, desc: Brazilian theater actress, 5558 / 9131, 0.61\n",
+      "OK: Marija Vujović, score: 383.827362, desc: Montenegrin model, 5559 / 9131, 0.61\n",
+      "OK: Marika Gombitová, score: 499.248383, desc: Slovak singer-songwriter, 5560 / 9131, 0.61\n",
+      "OK: Mariko Shinoda, score: 551.382568, desc: Japanese singer, 5561 / 9131, 0.61\n",
+      "OK: Marilyn Manson, score: 770.514404, desc: American singer-songwriter, 5562 / 9131, 0.61\n",
+      "OK: Marilyn McCoo, score: 486.317352, desc: American singer, 5563 / 9131, 0.61\n",
+      "OK: Marin Čilić, score: 705.069702, desc: Croatian tennis player, 5564 / 9131, 0.61\n",
+      "OK: Marina Fois, score: 512.390869, desc: Actress, 5565 / 9131, 0.61\n",
+      "OK: Marina Hands, score: 459.218475, desc: French film actress, 5566 / 9131, 0.61\n",
+      "OK: Marine Le Pen, score: 881.2323, desc: President of the National Front, 5567 / 9131, 0.61\n",
+      "OK: Mario Ančić, score: 486.784668, desc: Croatian tennis player, 5568 / 9131, 0.61\n",
+      "OK: Mario Balotelli, score: 737.484619, desc: Soccer player, 5569 / 9131, 0.61\n",
+      "OK: Mario Basler, score: 536.985779, desc: Football manager, 5570 / 9131, 0.61\n",
+      "OK: Mario Batali, score: 570.11261, desc: American chef, 5571 / 9131, 0.61\n",
+      "OK: Mario Cantone, score: 446.209534, desc: American comedian, 5572 / 9131, 0.61\n",
+      "OK: Mario Cimarro, score: 512.50824, desc: Actor, 5573 / 9131, 0.61\n",
+      "OK: Mario Gómez, score: 708.357727, desc: Soccer player, 5574 / 9131, 0.61\n",
+      "OK: Mario Götze, score: 689.128967, desc: German soccer player, 5575 / 9131, 0.61\n",
+      "OK: Mario Kempes, score: 594.310303, desc: Argentine soccer player, 5576 / 9131, 0.61\n",
+      "OK: Mario López, score: 618.355225, desc: American television host, 5577 / 9131, 0.61\n",
+      "OK: Mario Mandžukić, score: 750.2771, desc: Croatian soccer player, 5578 / 9131, 0.61\n",
+      "OK: Mario Minieri, score: 245.918503, desc: Italian bicycler, 5579 / 9131, 0.61\n",
+      "OK: Mario Pergolini, score: 408.894531, desc: Argentine journalist, 5580 / 9131, 0.61\n",
+      "OK: Mario Van Peebles, score: 724.984924, desc: Film director, 5581 / 9131, 0.61\n",
+      "OK: Mario Yepes, score: 519.654785, desc: Soccer player, 5582 / 9131, 0.61\n",
+      "OK: Marion Barry, score: 689.79364, desc: Former Mayor of the District of Columbia, 5583 / 9131, 0.61\n",
+      "OK: Marion Kracht, score: 417.213135, desc: German actress, 5584 / 9131, 0.61\n",
+      "OK: Marisa Orth, score: 426.119995, desc: Brazilian actress, 5585 / 9131, 0.61\n",
+      "OK: Marisa Tomei, score: 682.233765, desc: Actress, 5586 / 9131, 0.61\n",
+      "OK: Mariska Hargitay, score: 647.896912, desc: American actress, 5587 / 9131, 0.61\n",
+      "OK: Mariska Veres, score: 446.046997, desc: Dutch singer, 5588 / 9131, 0.61\n",
+      "OK: Marisol Touraine, score: 420.223145, desc: French Politician, 5589 / 9131, 0.61\n",
+      "OK: Marissa Jaret Winokur, score: 635.827026, desc: American actress, 5590 / 9131, 0.61\n",
+      "OK: Marit Bjørgen, score: 602.583557, desc: Norwegian cross-country skier, 5591 / 9131, 0.61\n",
+      "OK: Marit Breivik, score: 348.261932, desc: Norwegian handball player, 5592 / 9131, 0.61\n",
+      "OK: Marit Larsen, score: 472.365417, desc: Norwegian singer, 5593 / 9131, 0.61\n",
+      "OK: Marius Müller-Westernhagen, score: 732.649841, desc: German actor, 5594 / 9131, 0.61\n",
+      "OK: Mariusz Błaszczak, score: 451.122833, desc: Polish Politician, 5595 / 9131, 0.61\n",
+      "OK: Mariusz Czerkawski, score: 409.989227, desc: Polish ice hockey player, 5596 / 9131, 0.61\n",
+      "OK: Mariusz Szczygieł, score: 385.776367, desc: Polish journalist, 5597 / 9131, 0.61\n",
+      "OK: Mariusz Wlazły, score: 473.324799, desc: Polish volleyball player, 5598 / 9131, 0.61\n",
+      "OK: Mariya Savinova, score: 394.423157, desc: Russian athlete, 5599 / 9131, 0.61\n",
+      "OK: Mariángel Ruiz, score: 437.29007, desc: Venezuelan actress, 5600 / 9131, 0.61\n",
+      "OK: Mark Ballas, score: 526.320679, desc: American dancer, 5601 / 9131, 0.61\n",
+      "OK: Mark Bresciano, score: 470.177002, desc: Australian former soccer player, 5602 / 9131, 0.61\n",
+      "OK: Mark Buehrle, score: 505.506134, desc: Baseball pitcher, 5603 / 9131, 0.61\n",
+      "OK: Mark Burnett, score: 535.159729, desc: Television producer, 5604 / 9131, 0.61\n",
+      "OK: Mark Cavendish, score: 634.55426, desc: Professional road racing cyclist, 5605 / 9131, 0.61\n",
+      "OK: Mark Consuelos, score: 558.339294, desc: Actor, 5606 / 9131, 0.61\n",
+      "OK: Mark Dantonio, score: 491.20163, desc: Football coach, 5607 / 9131, 0.61\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Mark Dayton, score: 587.096802, desc: Governor of Minnesota, 5608 / 9131, 0.61\n",
+      "OK: Mark Emmert, score: 363.289459, desc: President of the National Collegiate Athletic Association, 5609 / 9131, 0.61\n",
+      "OK: Mark Hapka, score: 364.427704, desc: American film actor, 5610 / 9131, 0.61\n",
+      "OK: Mark Henry, score: 646.273132, desc: American weightlifter, 5611 / 9131, 0.61\n",
+      "OK: Mark Herras, score: 439.848145, desc: Filipino television actor, 5612 / 9131, 0.61\n",
+      "OK: Mark Huizinga, score: 382.611511, desc: Olympic athlete, 5613 / 9131, 0.61\n",
+      "OK: Mark Leno, score: 368.142578, desc: California State Assembly member, 5614 / 9131, 0.61\n",
+      "OK: Mark Medlock, score: 506.725616, desc: German singer, 5615 / 9131, 0.61\n",
+      "OK: Mark Mobius, score: 401.707306, desc: Executive, 5616 / 9131, 0.62\n",
+      "OK: Mark Owen, score: 563.80603, desc: Pop group, 5617 / 9131, 0.62\n",
+      "OK: Mark Robins, score: 443.865845, desc: Football manager, 5618 / 9131, 0.62\n",
+      "OK: Mark Rylance, score: 662.700378, desc: Actor, 5619 / 9131, 0.62\n",
+      "OK: Mark Schwarzer, score: 501.816742, desc: Soccer player, 5620 / 9131, 0.62\n",
+      "OK: Mark Selby, score: 547.71106, desc: Snooker player, 5621 / 9131, 0.62\n",
+      "OK: Mark Tremonti, score: 484.230988, desc: American musician, 5622 / 9131, 0.62\n",
+      "OK: Mark Turgeon, score: 412.629669, desc: American basketball coach, 5623 / 9131, 0.62\n",
+      "OK: Marko Bulat, score: 359.222351, desc: Serbian singer, 5624 / 9131, 0.62\n",
+      "OK: Marko Marin, score: 549.000916, desc: Soccer player, 5625 / 9131, 0.62\n",
+      "OK: Markus Wallner, score: 347.996063, desc: Austrian Politician, 5626 / 9131, 0.62\n",
+      "OK: Markus Weinzierl, score: 469.335388, desc: Football coach, 5627 / 9131, 0.62\n",
+      "OK: Marky Cielo, score: 406.08316, desc: Filipino actor, 5628 / 9131, 0.62\n",
+      "OK: Markéta Irglová, score: 502.114655, desc: Czech singer-songwriter, 5629 / 9131, 0.62\n",
+      "OK: Marleen van Iersel, score: 510.99762, desc: Dutch beach volleyball player, 5630 / 9131, 0.62\n",
+      "OK: Marlene Favela, score: 509.946686, desc: Mexican actress, 5631 / 9131, 0.62\n",
+      "OK: Marlies Schild, score: 446.408936, desc: Austrian alpine ski racer, 5632 / 9131, 0.62\n",
+      "OK: Marlo Thomas, score: 602.401123, desc: American actress, 5633 / 9131, 0.62\n",
+      "OK: Marlon Stöckinger, score: 438.131805, desc: Racing driver, 5634 / 9131, 0.62\n",
+      "OK: Marnette Patterson, score: 436.359375, desc: American actress, 5635 / 9131, 0.62\n",
+      "OK: Marouane Chamakh, score: 563.407043, desc: Soccer player, 5636 / 9131, 0.62\n",
+      "OK: Marouane Fellaini, score: 691.513916, desc: Belgian soccer player, 5637 / 9131, 0.62\n",
+      "OK: Marreese Speights, score: 465.561279, desc: American basketball player, 5638 / 9131, 0.62\n",
+      "OK: Marsha Ambrosius, score: 491.78363, desc: Singer-songwriter, 5639 / 9131, 0.62\n",
+      "OK: Marta Etura, score: 454.48114, desc: Spanish film actress, 5640 / 9131, 0.62\n",
+      "OK: Marta Suplicy, score: 463.239014, desc: Brazilian Politician, 5641 / 9131, 0.62\n",
+      "OK: Marta Sánchez, score: 607.163574, desc: Spanish vocalist, 5642 / 9131, 0.62\n",
+      "OK: Marta Torné, score: 441.469513, desc: Spanish actress, 5643 / 9131, 0.62\n",
+      "OK: Martha Coakley, score: 397.378754, desc: Former Massachusetts Attorney General, 5644 / 9131, 0.62\n",
+      "OK: Martha Hunt, score: 535.294495, desc: American model, 5645 / 9131, 0.62\n",
+      "OK: Martha MacCallum, score: 518.236145, desc: News anchor, 5646 / 9131, 0.62\n",
+      "OK: Martha Reeves, score: 595.346985, desc: Vocal group, 5647 / 9131, 0.62\n",
+      "OK: Martha Wainwright, score: 496.911621, desc: American-Canadian singer-songwriter, 5648 / 9131, 0.62\n",
+      "OK: Marti Pellow, score: 477.144562, desc: Singer, 5649 / 9131, 0.62\n",
+      "OK: Martie Maguire, score: 473.637238, desc: American musician, 5650 / 9131, 0.62\n",
+      "OK: Martin Bader, score: 270.9216, desc: , 5651 / 9131, 0.62\n",
+      "OK: Martin Castrogiovanni, score: 468.992157, desc: Argentine-Italian rugby player, 5652 / 9131, 0.62\n",
+      "OK: Martin Dejdar, score: 413.076965, desc: Czech actor, 5653 / 9131, 0.62\n",
+      "OK: Martin Gore, score: 552.018433, desc: English singer-songwriter, 5654 / 9131, 0.62\n",
+      "OK: Martin Harnik, score: 483.990112, desc: Soccer player, 5655 / 9131, 0.62\n",
+      "OK: Martin Kaymer, score: 551.159973, desc: German professional golfer, 5656 / 9131, 0.62\n",
+      "OK: Martin Kesici, score: 403.76416, desc: German singer, 5657 / 9131, 0.62\n",
+      "OK: Martin Malvy, score: 320.412323, desc: French Politician, 5658 / 9131, 0.62\n",
+      "OK: Martin Maxa, score: 338.081299, desc: Actor, 5659 / 9131, 0.62\n",
+      "OK: Martin OMalley, score: 87.40728, desc: Former Governor of Maryland, 5660 / 9131, 0.62\n",
+      "OK: Martin ONeill, score: 79.823006, desc: Football manager, 5661 / 9131, 0.62\n",
+      "OK: Martin Schulz, score: 569.076355, desc: Member of the Bundestag, 5662 / 9131, 0.62\n",
+      "OK: Martin Sonneborn, score: 426.520416, desc: German Politician, 5663 / 9131, 0.62\n",
+      "OK: Martin Sorrell, score: 477.46933, desc: British businessman, 5664 / 9131, 0.62\n",
+      "OK: Martin Stranzl, score: 380.368225, desc: Austrian soccer player, 5665 / 9131, 0.62\n",
+      "OK: Martin Yan, score: 414.280029, desc: Chef, 5666 / 9131, 0.62\n",
+      "OK: Martin Škrtel, score: 588.755249, desc: Soccer player, 5667 / 9131, 0.62\n",
+      "OK: Martina Guiggi, score: 379.83609, desc: Italian volleyball player, 5668 / 9131, 0.62\n",
+      "OK: Martina McBride, score: 658.068665, desc: American singer-songwriter, 5669 / 9131, 0.62\n",
+      "OK: Martina Voss-Tecklenburg, score: 614.893677, desc: Football coach, 5670 / 9131, 0.62\n",
+      "OK: Martine Aubry, score: 475.619659, desc: French Politician, 5671 / 9131, 0.62\n",
+      "OK: Marty Feldman, score: 540.529663, desc: Actor, 5672 / 9131, 0.62\n",
+      "OK: Marty Friedman, score: 575.41864, desc: American guitarist, 5673 / 9131, 0.62\n",
+      "OK: Marty Markowitz, score: 340.343567, desc: New York State Senator, 5674 / 9131, 0.62\n",
+      "OK: Martyna Wojciechowska, score: 492.336639, desc: Polish TV presenter, 5675 / 9131, 0.62\n",
+      "OK: Martín Cáceres, score: 605.079956, desc: Uruguayan soccer player, 5676 / 9131, 0.62\n",
+      "OK: Martín Demichelis, score: 526.186646, desc: Soccer player, 5677 / 9131, 0.62\n",
+      "OK: Martín Karpan, score: 418.618652, desc: Argentine actor, 5678 / 9131, 0.62\n",
+      "OK: Marvelous Marvin Hagler, score: 754.513, desc: American professional boxer, 5679 / 9131, 0.62\n",
+      "OK: Marvi Memon, score: 409.677582, desc: Member of the National Assembly of Pakistan, 5680 / 9131, 0.62\n",
+      "OK: Marvin Agustin, score: 448.19223, desc: Filipino actor, 5681 / 9131, 0.62\n",
+      "HTTP Error 503: Service Unavailable Marvin Humes\n",
+      "OK: Marvin Humes, score: 606.616455, desc: Pop group, 5682 / 9131, 0.62\n",
+      "OK: Mary Berry, score: 561.924927, desc: British food writer, 5683 / 9131, 0.62\n",
+      "OK: Mary Beth Peil, score: 582.968323, desc: American actress, 5684 / 9131, 0.62\n",
+      "OK: Mary Carey, score: 552.957764, desc: American adult film actress, 5685 / 9131, 0.62\n",
+      "OK: Mary Elizabeth Mastrantonio, score: 693.497498, desc: American actress, 5686 / 9131, 0.62\n",
+      "OK: Mary Fallin, score: 531.662781, desc: Governor of Oklahoma, 5687 / 9131, 0.62\n",
+      "OK: Mary Hart, score: 476.235931, desc: American television personality, 5688 / 9131, 0.62\n",
+      "OK: Mary Kom, score: 634.753235, desc: Indian boxer, 5689 / 9131, 0.62\n",
+      "OK: Mary Lambert, score: 466.742584, desc: American singer-songwriter, 5690 / 9131, 0.62\n",
+      "OK: Mary McAleese, score: 597.870911, desc: Former President of Ireland, 5691 / 9131, 0.62\n",
+      "OK: Mary Mouser, score: 480.261841, desc: American actress, 5692 / 9131, 0.62\n",
+      "OK: Mary Portas, score: 424.718475, desc: Retailer, 5693 / 9131, 0.62\n",
+      "OK: Mary Steenburgen, score: 638.478882, desc: American actress, 5694 / 9131, 0.62\n",
+      "OK: Marylise Lebranchu, score: 370.862793, desc: French Politician, 5695 / 9131, 0.62\n",
+      "OK: Maryna Zanevska, score: 482.022156, desc: Belgian-Ukrainian tennis player, 5696 / 9131, 0.62\n",
+      "OK: Marzuki Alie, score: 358.260651, desc: Former Speaker of the Indonesian People's Representative Council, 5697 / 9131, 0.62\n",
+      "OK: María Adánez, score: 451.241821, desc: Spanish actress, 5698 / 9131, 0.62\n",
+      "OK: María Celeste Arrarás, score: 622.305908, desc: Broadcaster, 5699 / 9131, 0.62\n",
+      "OK: María Corina Machado, score: 633.15033, desc: Political figure, 5700 / 9131, 0.62\n",
+      "OK: María Fernanda Malo, score: 528.392273, desc: Mexican film actress, 5701 / 9131, 0.62\n",
+      "OK: María José Catalá, score: 409.81839, desc: Spanish Politician, 5702 / 9131, 0.62\n",
+      "OK: María Teresa Campos, score: 686.232178, desc: Spanish journalist, 5703 / 9131, 0.62\n",
+      "OK: María Teresa Fernández de la Vega, score: 1069.162842, desc: Spanish Politician, 5704 / 9131, 0.62\n",
+      "OK: María Valverde, score: 559.520813, desc: Spanish actress, 5705 / 9131, 0.62\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: María Ángela Holguín, score: 537.87085, desc: Foreign minister, 5706 / 9131, 0.62\n",
+      "OK: Masaharu Fukuyama, score: 645.300049, desc: Japanese musician, 5707 / 9131, 0.63\n",
+      "OK: Masi Oka, score: 520.982361, desc: American-Japanese actor, 5708 / 9131, 0.63\n",
+      "OK: Massimo Moratti, score: 456.380554, desc: Italian tycoon, 5709 / 9131, 0.63\n",
+      "OK: Massimo Ranieri, score: 569.063599, desc: Italian singer, 5710 / 9131, 0.63\n",
+      "OK: Massimo Rastelli, score: 401.175873, desc: Italian football manager, 5711 / 9131, 0.63\n",
+      "OK: Massimo Savić, score: 469.772522, desc: Croatian singer, 5712 / 9131, 0.63\n",
+      "OK: Masuimi Max, score: 365.695343, desc: American model, 5713 / 9131, 0.63\n",
+      "OK: Mata Amritanandamayi, score: 592.59021, desc: Spiritual leader, 5714 / 9131, 0.63\n",
+      "OK: Mateo Kovačić, score: 675.350281, desc: Soccer player, 5715 / 9131, 0.63\n",
+      "OK: Mateusz Kusznierewicz, score: 453.485901, desc: Polish sailor, 5716 / 9131, 0.63\n",
+      "OK: Mathew Baynton, score: 438.752777, desc: Actor, 5717 / 9131, 0.63\n",
+      "OK: Mathias Fetsch, score: 355.647064, desc: German soccer player, 5718 / 9131, 0.63\n",
+      "OK: Mathias Lauridsen, score: 382.178711, desc: Danish model, 5719 / 9131, 0.63\n",
+      "OK: Mathias Nygård, score: 342.535248, desc: Finnish musician, 5720 / 9131, 0.63\n",
+      "OK: Mathieu Debuchy, score: 528.120483, desc: French soccer player, 5721 / 9131, 0.63\n",
+      "OK: Mathieu Duhamel, score: 396.54657, desc: French soccer player, 5722 / 9131, 0.63\n",
+      "OK: Mathieu Flamini, score: 536.498413, desc: French soccer player, 5723 / 9131, 0.63\n",
+      "OK: Mathieu Valbuena, score: 615.356445, desc: Soccer player, 5724 / 9131, 0.63\n",
+      "OK: Mathilde Seigner, score: 488.364166, desc: French actress, 5725 / 9131, 0.63\n",
+      "OK: Matija Nastasić, score: 487.596802, desc: Serbian soccer player, 5726 / 9131, 0.63\n",
+      "HTTP Error 503: Service Unavailable Matjaž Kek\n",
+      "OK: Matjaž Kek, score: 427.475433, desc: Slovenian football manager, 5727 / 9131, 0.63\n",
+      "OK: Mato Jajalo, score: 437.24054, desc: Soccer player, 5728 / 9131, 0.63\n",
+      "OK: Mats Hummels, score: 658.239502, desc: Soccer player, 5729 / 9131, 0.63\n",
+      "OK: Mats Zuccarello, score: 481.579193, desc: Ice hockey winger, 5730 / 9131, 0.63\n",
+      "OK: Matt Barr, score: 466.106659, desc: American actor, 5731 / 9131, 0.63\n",
+      "OK: Matt Berninger, score: 451.409363, desc: American singer, 5732 / 9131, 0.63\n",
+      "OK: Matt Cain, score: 505.95636, desc: Baseball pitcher, 5733 / 9131, 0.63\n",
+      "OK: Matt Cardle, score: 529.905396, desc: Singer-songwriter, 5734 / 9131, 0.63\n",
+      "OK: Matt Damon, score: 811.189941, desc: American actor, 5735 / 9131, 0.63\n",
+      "OK: Matt Duchene, score: 486.393768, desc: Ice hockey center, 5736 / 9131, 0.63\n",
+      "OK: Matt Garza, score: 454.481201, desc: Baseball pitcher, 5737 / 9131, 0.63\n",
+      "OK: Matt Grevers, score: 488.342529, desc: American swimmer, 5738 / 9131, 0.63\n",
+      "OK: Matt Keeslar, score: 393.008575, desc: American actor, 5739 / 9131, 0.63\n",
+      "OK: Matt Kemp, score: 592.396606, desc: Professional baseball outfielder, 5740 / 9131, 0.63\n",
+      "OK: Matt Kuchar, score: 545.831177, desc: American professional golfer, 5741 / 9131, 0.63\n",
+      "OK: Matt Priddis, score: 438.558014, desc: Australian rules footballer, 5742 / 9131, 0.63\n",
+      "OK: Matt Striker, score: 448.954102, desc: American professional wrestler, 5743 / 9131, 0.63\n",
+      "OK: Matteo Darmian, score: 561.957703, desc: Italian soccer player, 5744 / 9131, 0.63\n",
+      "OK: Matteo Manassero, score: 436.938171, desc: Italian professional golfer, 5745 / 9131, 0.63\n",
+      "OK: Matteo Renzi, score: 678.450256, desc: Former Prime Minister of Italy, 5746 / 9131, 0.63\n",
+      "OK: Matteo Salvini, score: 684.777954, desc: Deputy Prime Minister of Italy, 5747 / 9131, 0.63\n",
+      "OK: Matthew Bellamy, score: 302.2164, desc: Singer, 5748 / 9131, 0.63\n",
+      "OK: Matthew Gray, score: 493.011902, desc: American actor, 5749 / 9131, 0.63\n",
+      "OK: Matthew Perry, score: 689.732056, desc: American-Canadian actor, 5750 / 9131, 0.63\n",
+      "OK: Matthew Reeve, score: 385.685333, desc: American producer, 5751 / 9131, 0.63\n",
+      "OK: Matthew Stafford, score: 655.287476, desc: Football quarterback, 5752 / 9131, 0.63\n",
+      "OK: Matthew Tuck, score: 486.026428, desc: Musician, 5753 / 9131, 0.63\n",
+      "OK: Matthew Upson, score: 477.952484, desc: Soccer player, 5754 / 9131, 0.63\n",
+      "OK: Matthias Sammer, score: 556.641907, desc: Soccer player, 5755 / 9131, 0.63\n",
+      "OK: Matthias Schoenaerts, score: 551.967896, desc: Belgian actor, 5756 / 9131, 0.63\n",
+      "OK: Mattia Cassani, score: 392.305939, desc: Italian soccer player, 5757 / 9131, 0.63\n",
+      "OK: Mattia Destro, score: 497.081177, desc: Italian soccer player, 5758 / 9131, 0.63\n",
+      "OK: Matze Knop, score: 428.575348, desc: German comedian, 5759 / 9131, 0.63\n",
+      "OK: Matías Alustiza, score: 445.891846, desc: Soccer player, 5760 / 9131, 0.63\n",
+      "OK: Maud Fontenoy, score: 417.928589, desc: French sailor, 5761 / 9131, 0.63\n",
+      "OK: Maudy Ayunda, score: 472.596527, desc: Indonesian singer-songwriter, 5762 / 9131, 0.63\n",
+      "OK: Mauli Dave, score: 416.828033, desc: Singer, 5763 / 9131, 0.63\n",
+      "OK: Maura Rivera, score: 401.525543, desc: Chilean dancer, 5764 / 9131, 0.63\n",
+      "OK: Maura Tierney, score: 585.077942, desc: American film actress, 5765 / 9131, 0.63\n",
+      "OK: Maurane, score: 45.643875, desc: Belgian singer, 5766 / 9131, 0.63\n",
+      "OK: Maureen Lipman, score: 503.405334, desc: Film actress, 5767 / 9131, 0.63\n",
+      "OK: Maurice Benard, score: 452.566681, desc: American actor, 5768 / 9131, 0.63\n",
+      "OK: Maurice Lévy, score: 385.585388, desc: , 5769 / 9131, 0.63\n",
+      "OK: Maurice de Hond, score: 483.717896, desc: Dutch pollster, 5770 / 9131, 0.63\n",
+      "OK: Mauricio Funes, score: 553.866516, desc: Former President of El Salvador, 5771 / 9131, 0.63\n",
+      "OK: Mauricio Isla, score: 527.89917, desc: Chilean soccer player, 5772 / 9131, 0.63\n",
+      "OK: Mauricio Islas, score: 445.949127, desc: Mexican television actor, 5773 / 9131, 0.63\n",
+      "OK: Mauricio Pochettino, score: 616.017456, desc: Argentine soccer player, 5774 / 9131, 0.63\n",
+      "OK: Maurizio Gasparri, score: 417.168152, desc: Italian Politician, 5775 / 9131, 0.63\n",
+      "OK: Maurizio Sacconi, score: 347.239044, desc: Italian Politician, 5776 / 9131, 0.63\n",
+      "OK: Maurizio Sarri, score: 676.276855, desc: Italian football coach, 5777 / 9131, 0.63\n",
+      "OK: Mauro Bergamasco, score: 391.33548, desc: , 5778 / 9131, 0.63\n",
+      "OK: Mauro Formica, score: 462.052155, desc: Soccer player, 5779 / 9131, 0.63\n",
+      "OK: Mauro Guevgeozián, score: 414.833954, desc: Armenian-Uruguayan soccer player, 5780 / 9131, 0.63\n",
+      "OK: Mauro Moretti, score: 342.068604, desc: , 5781 / 9131, 0.63\n",
+      "OK: Maurren Maggi, score: 463.390778, desc: Brazilian track and field athlete, 5782 / 9131, 0.63\n",
+      "OK: Maurício Manieri, score: 384.438995, desc: Brazilian musician, 5783 / 9131, 0.63\n",
+      "OK: Max Beesley, score: 490.247833, desc: Actor, 5784 / 9131, 0.63\n",
+      "OK: Max Chilton, score: 479.122406, desc: British racing driver, 5785 / 9131, 0.63\n",
+      "OK: Max Clifford, score: 455.843384, desc: Publicist, 5786 / 9131, 0.63\n",
+      "OK: Max Crumm, score: 340.490814, desc: American actor, 5787 / 9131, 0.63\n",
+      "OK: Max Gradel, score: 322.454407, desc: Soccer player, 5788 / 9131, 0.63\n",
+      "OK: Max Handelman, score: 431.368103, desc: American sportswriter, 5789 / 9131, 0.63\n",
+      "OK: Max Herre, score: 482.539978, desc: German musician, 5790 / 9131, 0.63\n",
+      "OK: Max Mosley, score: 475.357178, desc: Barrister, 5791 / 9131, 0.63\n",
+      "OK: Max Pacioretty, score: 556.365967, desc: Ice hockey winger, 5792 / 9131, 0.63\n",
+      "OK: Max Pezzali, score: 499.967255, desc: Singer, 5793 / 9131, 0.63\n",
+      "OK: Max Raabe, score: 510.11438, desc: German singer, 5794 / 9131, 0.63\n",
+      "OK: Max Riemelt, score: 511.300018, desc: German actor, 5795 / 9131, 0.63\n",
+      "OK: Max Scherzer, score: 640.877075, desc: Baseball pitcher, 5796 / 9131, 0.63\n",
+      "OK: Max Whitlock, score: 499.091583, desc: Gymnast, 5797 / 9131, 0.63\n",
+      "OK: Maxi Arland, score: 378.175415, desc: German television presenter, 5798 / 9131, 0.63\n",
+      "OK: Maxi Biancucchi, score: 391.899811, desc: Soccer player, 5799 / 9131, 0.64\n",
+      "OK: Maxi Pereira, score: 534.427612, desc: Uruguayan soccer player, 5800 / 9131, 0.64\n",
+      "OK: Maxi Rodríguez, score: 544.487122, desc: Soccer player, 5801 / 9131, 0.64\n",
+      "OK: Maxim Galkin, score: 528.374451, desc: Russian comedian, 5802 / 9131, 0.64\n",
+      "OK: Maxime Mermoz, score: 406.641663, desc: French soccer player, 5803 / 9131, 0.64\n",
+      "OK: May Andersen, score: 462.06192, desc: Danish model, 5804 / 9131, 0.64\n",
+      "OK: May J., score: 536.873413, desc: Japanese singer, 5805 / 9131, 0.64\n",
+      "OK: May Mahlangu, score: 419.244476, desc: South African soccer player, 5806 / 9131, 0.64\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Maya Sansa, score: 474.129425, desc: Italian actress, 5807 / 9131, 0.64\n",
+      "OK: Mayawati, score: 51.038422, desc: Former Chief Minister of Uttar Pradesh, 5808 / 9131, 0.64\n",
+      "OK: Mayim Bialik, score: 618.111877, desc: American actress, 5809 / 9131, 0.64\n",
+      "OK: Mayra Aguiar, score: 386.632812, desc: Brazilian judoka, 5810 / 9131, 0.64\n",
+      "OK: Mayte Garcia, score: 501.205475, desc: Dancer, 5811 / 9131, 0.64\n",
+      "OK: Maytê Piragibe, score: 402.082672, desc: Brazilian actress, 5812 / 9131, 0.64\n",
+      "OK: Mayumi Uchida, score: 350.470306, desc: Japanese idol, 5813 / 9131, 0.64\n",
+      "OK: Małgorzata Braunek, score: 432.577942, desc: Polish film actress, 5814 / 9131, 0.64\n",
+      "OK: Małgorzata Foremniak, score: 486.20932, desc: Polish actress, 5815 / 9131, 0.64\n",
+      "OK: Małgorzata Glinka-Mogentale, score: 534.327576, desc: Polish volleyball player, 5816 / 9131, 0.64\n",
+      "OK: Małgorzata Kidawa-Błońska, score: 515.918518, desc: Polish Politician, 5817 / 9131, 0.64\n",
+      "OK: Małgorzata Socha, score: 474.033905, desc: Polish actress, 5818 / 9131, 0.64\n",
+      "OK: Małgosia Bela, score: 438.284119, desc: Polish fashion model, 5819 / 9131, 0.64\n",
+      "OK: Mbark Boussoufa, score: 554.433533, desc: Soccer player, 5820 / 9131, 0.64\n",
+      "OK: McKenzie Westmore, score: 438.741547, desc: American actress, 5821 / 9131, 0.64\n",
+      "OK: Meaghan Martin, score: 506.857605, desc: American actress, 5822 / 9131, 0.64\n",
+      "OK: Medha Patkar, score: 425.71405, desc: Indian social activist, 5823 / 9131, 0.64\n",
+      "OK: Meera Chopra, score: 451.056763, desc: Indian actress, 5824 / 9131, 0.64\n",
+      "OK: Meera Jasmine, score: 542.920898, desc: Indian actress, 5825 / 9131, 0.64\n",
+      "OK: Meera Nandan, score: 428.352173, desc: Indian actress, 5826 / 9131, 0.64\n",
+      "OK: Meera Syal, score: 488.975677, desc: British comedian, 5827 / 9131, 0.64\n",
+      "OK: Meera Vasudevan, score: 406.997772, desc: Indian film actress, 5828 / 9131, 0.64\n",
+      "OK: Meg Whitman, score: 516.433167, desc: American executive, 5829 / 9131, 0.64\n",
+      "OK: Megan Boone, score: 530.383667, desc: American actress, 5830 / 9131, 0.64\n",
+      "OK: Megan Gale, score: 493.242371, desc: Australian model, 5831 / 9131, 0.64\n",
+      "OK: Megan Kelly, score: 165.691406, desc: Animator, 5832 / 9131, 0.64\n",
+      "OK: Megan Rapinoe, score: 596.27063, desc: Soccer midfielder, 5833 / 9131, 0.64\n",
+      "OK: Meghan Collison, score: 330.054718, desc: Canadian fashion model, 5834 / 9131, 0.64\n",
+      "OK: Meghan Markle, score: 722.581543, desc: American actress, 5835 / 9131, 0.64\n",
+      "OK: Meghna Naidu, score: 458.687592, desc: Indian actress, 5836 / 9131, 0.64\n",
+      "OK: Mehbooba Mufti, score: 505.535767, desc: Former Chief Minister of Jammu and Kashmir, 5837 / 9131, 0.64\n",
+      "OK: Mehdi Benatia, score: 357.99054, desc: French-Moroccan soccer player, 5838 / 9131, 0.64\n",
+      "OK: Mehdi Mahdavikia, score: 525.769775, desc: Iranian soccer player, 5839 / 9131, 0.64\n",
+      "OK: Mehmet Günsür, score: 520.479614, desc: Turkish model, 5840 / 9131, 0.64\n",
+      "OK: Mehmet Kurtuluş, score: 423.095764, desc: German-Turkish actor, 5841 / 9131, 0.64\n",
+      "OK: Mehmet Oz, score: 567.288757, desc: American-Turkish television personality, 5842 / 9131, 0.64\n",
+      "OK: Mehmet Topal, score: 502.570038, desc: Turkish soccer player, 5843 / 9131, 0.64\n",
+      "OK: Mehmet Özdilek, score: 443.493622, desc: Turkish football manager, 5844 / 9131, 0.64\n",
+      "OK: Mehmet Özhaseki, score: 406.048492, desc: Minister of Environment and Urban Planning, 5845 / 9131, 0.64\n",
+      "OK: Mehmet Şimşek, score: 514.841125, desc: Former Deputy Prime Minister of Turkey, 5846 / 9131, 0.64\n",
+      "OK: Mehwish Hayat, score: 516.716553, desc: Pakistani actress, 5847 / 9131, 0.64\n",
+      "OK: Meira Kumar, score: 467.109436, desc: Indian politician, 5848 / 9131, 0.64\n",
+      "OK: Meisa Kuroki, score: 525.47522, desc: Japanese actress, 5849 / 9131, 0.64\n",
+      "OK: Mekhi Phifer, score: 559.948181, desc: American actor, 5850 / 9131, 0.64\n",
+      "OK: Melania Trump, score: 809.859497, desc: First Lady of the United States, 5851 / 9131, 0.64\n",
+      "OK: Melanie Bernier, score: 460.647827, desc: French actress, 5852 / 9131, 0.64\n",
+      "OK: Melanie Olivares, score: 436.013885, desc: Spanish actress, 5853 / 9131, 0.64\n",
+      "OK: Melanie Sykes, score: 481.576569, desc: Television presenter, 5854 / 9131, 0.64\n",
+      "OK: Melendi, score: 46.535137, desc: Spanish singer-songwriter, 5855 / 9131, 0.64\n",
+      "OK: Melhem Zein, score: 452.556641, desc: Lebanese singer, 5856 / 9131, 0.64\n",
+      "OK: Melih Gökçek, score: 565.117065, desc: Former Mayor of Ankara, 5857 / 9131, 0.64\n",
+      "OK: Melinda Messenger, score: 487.822418, desc: Television presenter, 5858 / 9131, 0.64\n",
+      "OK: Melissa Archer, score: 384.608246, desc: American actress, 5859 / 9131, 0.64\n",
+      "OK: Melissa Auf der Maur, score: 854.331787, desc: Musician, 5860 / 9131, 0.64\n",
+      "OK: Melissa Benoist, score: 627.198181, desc: American actress, 5861 / 9131, 0.64\n",
+      "OK: Melissa Claire Egan, score: 579.157166, desc: American actress, 5862 / 9131, 0.64\n",
+      "OK: Melissa Etheridge, score: 606.268188, desc: American singer-songwriter, 5863 / 9131, 0.64\n",
+      "OK: Melissa Fumero, score: 552.819153, desc: American actress, 5864 / 9131, 0.64\n",
+      "OK: Melissa Gilbert, score: 633.305603, desc: American actress, 5865 / 9131, 0.64\n",
+      "OK: Melissa Joan Hart, score: 821.548584, desc: American actress, 5866 / 9131, 0.64\n",
+      "OK: Melissa Manchester, score: 500.086365, desc: American singer-songwriter, 5867 / 9131, 0.64\n",
+      "OK: Melissa Mark-Viverito, score: 493.231964, desc: American Politician, 5868 / 9131, 0.64\n",
+      "OK: Melissa Ordway, score: 454.61618, desc: American actress, 5869 / 9131, 0.64\n",
+      "OK: Melissa Rivers, score: 447.354309, desc: American actress, 5870 / 9131, 0.64\n",
+      "OK: Melissa Sagemiller, score: 436.018585, desc: American television actress, 5871 / 9131, 0.64\n",
+      "OK: Melissa Suffield, score: 370.461731, desc: Actress, 5872 / 9131, 0.64\n",
+      "OK: Mellody Hobson, score: 473.752045, desc: American businesswoman, 5873 / 9131, 0.64\n",
+      "OK: Melonie Diaz, score: 463.841949, desc: American actress, 5874 / 9131, 0.64\n",
+      "OK: Meltem Cumbul, score: 476.604919, desc: Turkish actress, 5875 / 9131, 0.64\n",
+      "OK: Melvin Guillard, score: 447.515564, desc: American mixed martial artist, 5876 / 9131, 0.64\n",
+      "HTTP Error 503: Service Unavailable Melvyn Bragg\n",
+      "OK: Melvyn Bragg, score: 503.269623, desc: Chancellor of the University of Leeds, 5877 / 9131, 0.64\n",
+      "OK: Melyssa Ford, score: 490.326447, desc: Canadian model, 5878 / 9131, 0.64\n",
+      "OK: Menderes Türel, score: 356.501648, desc: Turkish Politician, 5879 / 9131, 0.64\n",
+      "OK: Menna Shalabi, score: 488.81076, desc: Egyptian actress, 5880 / 9131, 0.64\n",
+      "OK: Mercedes Masöhn, score: 321.706085, desc: American-Swedish actress, 5881 / 9131, 0.64\n",
+      "OK: Meredith Ostrom, score: 344.463562, desc: American actress, 5882 / 9131, 0.64\n",
+      "OK: Meret Becker, score: 471.211884, desc: Actress, 5883 / 9131, 0.64\n",
+      "OK: Merle Haggard, score: 746.981934, desc: American singer-songwriter, 5884 / 9131, 0.64\n",
+      "OK: Merritt Patterson, score: 482.829712, desc: Canadian actress, 5885 / 9131, 0.64\n",
+      "OK: Mert Günok, score: 432.825562, desc: Turkish soccer player, 5886 / 9131, 0.64\n",
+      "OK: Merve Boluğur, score: 533.276672, desc: Turkish actress, 5887 / 9131, 0.64\n",
+      "OK: Meryem Uzerli, score: 549.587524, desc: German-Turkish actress, 5888 / 9131, 0.64\n",
+      "OK: Meryl Davis, score: 594.832031, desc: American ice dancer, 5889 / 9131, 0.64\n",
+      "OK: Meseda Bagaudinova, score: 373.249084, desc: Singer, 5890 / 9131, 0.65\n",
+      "OK: Mesut Özil, score: 792.712402, desc: Soccer player, 5891 / 9131, 0.65\n",
+      "OK: Metta World Peace, score: 821.443237, desc: American coach, 5892 / 9131, 0.65\n",
+      "OK: Mevlüt Çavuşoğlu, score: 534.762451, desc: Minister of Foreign Affairs of Turkey, 5893 / 9131, 0.65\n",
+      "OK: Mew Azama, score: 425.325134, desc: Japanese model, 5894 / 9131, 0.65\n",
+      "OK: Mia Love, score: 523.59021, desc: U.S. Representative, 5895 / 9131, 0.65\n",
+      "OK: Micaela Ramazzotti, score: 484.03186, desc: Italian actress, 5896 / 9131, 0.65\n",
+      "OK: Micah Richards, score: 523.742432, desc: Soccer player, 5897 / 9131, 0.65\n",
+      "OK: Michael B. Jordan, score: 906.47522, desc: American actor, 5898 / 9131, 0.65\n",
+      "OK: Michael Ballack, score: 648.976501, desc: Soccer player, 5899 / 9131, 0.65\n",
+      "OK: Michael Berryman, score: 471.650543, desc: American actor, 5900 / 9131, 0.65\n",
+      "OK: Michael Bloomberg, score: 828.67804, desc: , 5901 / 9131, 0.65\n",
+      "OK: Michael Boogerd, score: 439.881989, desc: Dutch bicycler, 5902 / 9131, 0.65\n",
+      "OK: Michael Cheika, score: 469.66687, desc: Australian coach, 5903 / 9131, 0.65\n",
+      "OK: Michael Chiklis, score: 555.605103, desc: American actor, 5904 / 9131, 0.65\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Michael Clarke, score: 571.149536, desc: Australian cricketer, 5905 / 9131, 0.65\n",
+      "OK: Michael Easton, score: 424.05191, desc: American television actor, 5906 / 9131, 0.65\n",
+      "OK: Michael Ennis, score: 420.602783, desc: Australian sports commentator, 5907 / 9131, 0.65\n",
+      "OK: Michael Fallon, score: 586.326477, desc: Member of Parliament of the United Kingdom, 5908 / 9131, 0.65\n",
+      "OK: Michael Feinstein, score: 482.944977, desc: American singer, 5909 / 9131, 0.65\n",
+      "OK: Michael Franti, score: 571.57074, desc: American musician, 5910 / 9131, 0.65\n",
+      "OK: Michael Frontzeck, score: 467.0289, desc: Football coach, 5911 / 9131, 0.65\n",
+      "OK: Michael Gove, score: 667.616577, desc: Secretary of State for Environment, Food and Rural Affairs of the United Kingdom, 5912 / 9131, 0.65\n",
+      "OK: Michael Grylls, score: 407.158966, desc: British adventurer, 5913 / 9131, 0.65\n",
+      "OK: Michael Hayböck, score: 425.240936, desc: Austrian ski jumper, 5914 / 9131, 0.65\n",
+      "OK: Michael Hirte, score: 398.868896, desc: Musician, 5915 / 9131, 0.65\n",
+      "OK: Michael Häupl, score: 407.200806, desc: Former Mayor of Vienna, 5916 / 9131, 0.65\n",
+      "OK: Michael Imperioli, score: 565.063049, desc: American actor, 5917 / 9131, 0.65\n",
+      "OK: Michael Jackson, score: 1664.927246, desc: American singer-songwriter, 5918 / 9131, 0.65\n",
+      "OK: Michael Keaton, score: 675.411011, desc: American actor, 5919 / 9131, 0.65\n",
+      "OK: Michael Laudrup, score: 596.079224, desc: Danish football coach, 5920 / 9131, 0.65\n",
+      "OK: Michael Le Vell, score: 534.133301, desc: Actor, 5921 / 9131, 0.65\n",
+      "OK: Michael McKean, score: 577.589417, desc: American actor, 5922 / 9131, 0.65\n",
+      "OK: Michael Michele, score: 477.429504, desc: American actress, 5923 / 9131, 0.65\n",
+      "OK: Michael Mittermeier, score: 450.299377, desc: German comedian, 5924 / 9131, 0.65\n",
+      "OK: Michael Monroe, score: 520.382874, desc: Finnish musician, 5925 / 9131, 0.65\n",
+      "OK: Michael Mronz, score: 383.154419, desc: , 5926 / 9131, 0.65\n",
+      "OK: Michael Owen, score: 691.223816, desc: Soccer player, 5927 / 9131, 0.65\n",
+      "OK: Michael Phelps, score: 770.425598, desc: American swimmer, 5928 / 9131, 0.65\n",
+      "OK: Michael Raelert, score: 344.365692, desc: , 5929 / 9131, 0.65\n",
+      "OK: Michael Schumacher, score: 828.402954, desc: German racing driver, 5930 / 9131, 0.65\n",
+      "OK: Michael Sheen, score: 645.935791, desc: Actor, 5931 / 9131, 0.65\n",
+      "OK: Michael Strahan, score: 655.332275, desc: Football defensive end, 5932 / 9131, 0.65\n",
+      "OK: Michael Symon, score: 504.508636, desc: American chef, 5933 / 9131, 0.65\n",
+      "OK: Michael Urie, score: 462.622223, desc: American actor, 5934 / 9131, 0.65\n",
+      "OK: Michael Vartan, score: 535.540222, desc: American-French actor, 5935 / 9131, 0.65\n",
+      "OK: Michael Voltaggio, score: 406.825134, desc: American chef, 5936 / 9131, 0.65\n",
+      "OK: Michael Weikath, score: 433.474579, desc: German musician, 5937 / 9131, 0.65\n",
+      "OK: Michael Wendler, score: 528.232056, desc: German singer, 5938 / 9131, 0.65\n",
+      "OK: Michael van Gerwen, score: 837.819946, desc: Dutch darts player, 5939 / 9131, 0.65\n",
+      "OK: Michaela May, score: 413.099121, desc: German film actress, 5940 / 9131, 0.65\n",
+      "OK: Michaela Schaffrath, score: 539.789246, desc: German television actress, 5941 / 9131, 0.65\n",
+      "OK: Michaela Watkins, score: 468.711304, desc: American actress, 5942 / 9131, 0.65\n",
+      "OK: Michaele Salahi, score: 224.801041, desc: American television personality, 5943 / 9131, 0.65\n",
+      "OK: Michal Bílek, score: 420.516235, desc: Football manager, 5944 / 9131, 0.65\n",
+      "OK: Michal Pavlíček, score: 397.325684, desc: Guitarist, 5945 / 9131, 0.65\n",
+      "OK: Michaël Ciani, score: 439.764832, desc: Soccer player, 5946 / 9131, 0.65\n",
+      "OK: Michaël Llodra, score: 521.540955, desc: French tennis player, 5947 / 9131, 0.65\n",
+      "OK: Michał Probierz, score: 511.4729, desc: Polish soccer player, 5948 / 9131, 0.65\n",
+      "OK: Michał Winiarski, score: 459.467957, desc: Polish volleyball player, 5949 / 9131, 0.65\n",
+      "OK: Michał Żebrowski, score: 486.634918, desc: Polish actor, 5950 / 9131, 0.65\n",
+      "OK: Michał Żewłakow, score: 476.366577, desc: Polish soccer player, 5951 / 9131, 0.65\n",
+      "OK: Michel Barnier, score: 554.80835, desc: French Politician, 5952 / 9131, 0.65\n",
+      "OK: Michel Bastos, score: 487.594727, desc: Soccer player, 5953 / 9131, 0.65\n",
+      "OK: Michel Boujenah, score: 436.284302, desc: French-Tunisian actor, 5954 / 9131, 0.65\n",
+      "OK: Michel Der Zakarian, score: 562.194763, desc: Soccer defender, 5955 / 9131, 0.65\n",
+      "OK: Michel Franco, score: 389.765594, desc: Mexican film director, 5956 / 9131, 0.65\n",
+      "OK: Michel Houellebecq, score: 590.513062, desc: French author, 5957 / 9131, 0.65\n",
+      "OK: Michel Jonasz, score: 492.925171, desc: French composer, 5958 / 9131, 0.65\n",
+      "OK: Michel Kafando, score: 384.237701, desc: Former Acting President of Burkina Faso, 5959 / 9131, 0.65\n",
+      "OK: Michel Martelly, score: 478.899719, desc: Former President of Haiti, 5960 / 9131, 0.65\n",
+      "OK: Michel Temer, score: 776.571533, desc: President of Brazil, 5961 / 9131, 0.65\n",
+      "OK: Michel Therrien, score: 405.483032, desc: Canadian ice hockey coach, 5962 / 9131, 0.65\n",
+      "OK: Michele Riondino, score: 433.772461, desc: Italian actor, 5963 / 9131, 0.65\n",
+      "OK: Micheline Calmy-Rey, score: 566.43927, desc: Former Member of the Swiss Federal Council, 5964 / 9131, 0.65\n",
+      "OK: Michelle Beadle, score: 583.372375, desc: Sports reporter, 5965 / 9131, 0.65\n",
+      "OK: Michelle Buswell, score: 351.385529, desc: American model, 5966 / 9131, 0.65\n",
+      "OK: Michelle Chen, score: 510.141144, desc: Taiwanese actress, 5967 / 9131, 0.65\n",
+      "OK: Michelle Clunie, score: 440.319214, desc: American actress, 5968 / 9131, 0.65\n",
+      "OK: Michelle Collins, score: 429.858063, desc: Actress, 5969 / 9131, 0.65\n",
+      "OK: Michelle Hardwick, score: 407.788879, desc: Actress, 5970 / 9131, 0.65\n",
+      "OK: Michelle Heaton, score: 446.158234, desc: Singer, 5971 / 9131, 0.65\n",
+      "OK: Michelle Jenner, score: 493.397339, desc: Spanish television actress, 5972 / 9131, 0.65\n",
+      "OK: Michelle Phan, score: 515.963196, desc: American make-up artist, 5973 / 9131, 0.65\n",
+      "OK: Michelle Reis, score: 480.282349, desc: Actress, 5974 / 9131, 0.65\n",
+      "OK: Michelle Rodriguez, score: 686.427246, desc: Actress, 5975 / 9131, 0.65\n",
+      "OK: Michelle Vieth, score: 479.893036, desc: Actress, 5976 / 9131, 0.65\n",
+      "OK: Michelle Visage, score: 518.936401, desc: American singer, 5977 / 9131, 0.65\n",
+      "OK: Michelle Waterson, score: 470.927368, desc: American mixed martial artist, 5978 / 9131, 0.65\n",
+      "OK: Michelle Wie, score: 578.805725, desc: American professional golfer, 5979 / 9131, 0.65\n",
+      "OK: Michiel Huisman, score: 589.209656, desc: Dutch actor, 5980 / 9131, 0.65\n",
+      "OK: Michiel Kramer, score: 411.449677, desc: Dutch soccer player, 5981 / 9131, 0.66\n",
+      "OK: Michu, score: 38.561752, desc: Spanish soccer player, 5982 / 9131, 0.66\n",
+      "OK: Michèle Alliot-Marie, score: 647.928223, desc: Former Member of the European Parliament, 5983 / 9131, 0.66\n",
+      "OK: Michèle Delaunay, score: 339.698944, desc: French Politician, 5984 / 9131, 0.66\n",
+      "OK: Michèle Torr, score: 531.01355, desc: French singer, 5985 / 9131, 0.66\n",
+      "OK: Mick Hucknall, score: 532.880493, desc: Singer-songwriter, 5986 / 9131, 0.66\n",
+      "OK: Mick Jagger, score: 992.046875, desc: Singer, 5987 / 9131, 0.66\n",
+      "OK: Mick Malthouse, score: 466.658569, desc: Australian rules footballer, 5988 / 9131, 0.66\n",
+      "OK: Mick Mars, score: 532.672607, desc: American musician, 5989 / 9131, 0.66\n",
+      "OK: Mick Wallace, score: 409.941467, desc: Teachta Dála, 5990 / 9131, 0.66\n",
+      "OK: Mickaël Gelabale, score: 432.67923, desc: French basketball player, 5991 / 9131, 0.66\n",
+      "OK: Mickaël Landreau, score: 544.357849, desc: French goalkeeper, 5992 / 9131, 0.66\n",
+      "OK: Mickey Harte, score: 448.751038, desc: Soccer manager, 5993 / 9131, 0.66\n",
+      "OK: Micky Hoogendijk, score: 386.659393, desc: Dutch actress, 5994 / 9131, 0.66\n",
+      "OK: Mietta, score: 37.01289, desc: Italian singer, 5995 / 9131, 0.66\n",
+      "OK: Miguel Cabrera, score: 668.280273, desc: Venezuelan professional baseball player, 5996 / 9131, 0.66\n",
+      "OK: Miguel Cotto, score: 552.597229, desc: Puerto Rican professional boxer, 5997 / 9131, 0.66\n",
+      "OK: Miguel Falabella, score: 457.933197, desc: Brazilian TV actor, 5998 / 9131, 0.66\n",
+      "OK: Miguel Herrera, score: 533.758179, desc: Mexican soccer player, 5999 / 9131, 0.66\n",
+      "OK: Miguel Jontel Pimentel, score: 961.854309, desc: American singer-songwriter, 6000 / 9131, 0.66\n",
+      "OK: Miguel Layún, score: 620.638733, desc: Soccer player, 6001 / 9131, 0.66\n",
+      "OK: Miguel Lifschitz, score: 383.449554, desc: Argentine Politician, 6002 / 9131, 0.66\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Miguel Veloso, score: 529.709045, desc: Portuguese soccer player, 6003 / 9131, 0.66\n",
+      "OK: Miguel Ángel Fernández Ordóñez, score: 543.291443, desc: Spanish economist, 6004 / 9131, 0.66\n",
+      "OK: Miguel Ángel Jiménez, score: 738.305786, desc: Spanish professional golfer, 6005 / 9131, 0.66\n",
+      "OK: Miguel Ángel Lotina, score: 702.882507, desc: Spanish soccer player, 6006 / 9131, 0.66\n",
+      "OK: Miguel Ángel Revilla, score: 649.65564, desc: Spanish Politician, 6007 / 9131, 0.66\n",
+      "OK: Miguel Ángel Silvestre, score: 738.800476, desc: Spanish actor, 6008 / 9131, 0.66\n",
+      "OK: Mika Brzezinski, score: 555.842346, desc: American newscaster, 6009 / 9131, 0.66\n",
+      "OK: Mika Kojonkoski, score: 343.238892, desc: Finnish politician, 6010 / 9131, 0.66\n",
+      "OK: Mika Newton, score: 459.553253, desc: Ukrainian singer, 6011 / 9131, 0.66\n",
+      "OK: Mikael Damberg, score: 399.394318, desc: Swedish Politician, 6012 / 9131, 0.66\n",
+      "OK: Mikael Granlund, score: 444.373871, desc: Ice hockey centre, 6013 / 9131, 0.66\n",
+      "OK: Mikael Lustig, score: 549.356873, desc: Swedish soccer player, 6014 / 9131, 0.66\n",
+      "OK: Mike Ashley, score: 493.514069, desc: British entrepreneur, 6015 / 9131, 0.66\n",
+      "OK: Mike Brey, score: 406.700531, desc: American basketball coach, 6016 / 9131, 0.66\n",
+      "OK: Mike Budenholzer, score: 468.692169, desc: American basketball coach, 6017 / 9131, 0.66\n",
+      "OK: Mike Easton, score: 330.34021, desc: , 6018 / 9131, 0.66\n",
+      "OK: Mike Havenaar, score: 531.003479, desc: Soccer player, 6019 / 9131, 0.66\n",
+      "OK: Mike He, score: 468.059723, desc: Taiwanese actor, 6020 / 9131, 0.66\n",
+      "OK: Mike Huckabee, score: 939.877869, desc: Former Governor of Arkansas, 6021 / 9131, 0.66\n",
+      "OK: Mike Leigh, score: 572.740234, desc: Writer, 6022 / 9131, 0.66\n",
+      "OK: Mike Matheny, score: 561.805237, desc: American baseball manager, 6023 / 9131, 0.66\n",
+      "OK: Mike Miller, score: 544.157654, desc: American basketball player, 6024 / 9131, 0.66\n",
+      "OK: Mike Patton, score: 586.766479, desc: American musician, 6025 / 9131, 0.66\n",
+      "OK: Mike Pence, score: 973.84967, desc: Vice President of the United States, 6026 / 9131, 0.66\n",
+      "OK: Mike Portnoy, score: 570.573792, desc: American drummer, 6027 / 9131, 0.66\n",
+      "OK: Mike Posner, score: 610.444336, desc: American singer, 6028 / 9131, 0.66\n",
+      "OK: Mike Sexton, score: 426.4664, desc: American commentator, 6029 / 9131, 0.66\n",
+      "OK: Mike Shanahan, score: 495.234589, desc: Football coach, 6030 / 9131, 0.66\n",
+      "OK: Mike Tomlin, score: 543.400208, desc: Football coach, 6031 / 9131, 0.66\n",
+      "OK: Mike Trout, score: 712.701294, desc: Baseball center fielder, 6032 / 9131, 0.66\n",
+      "OK: Mike Tyson, score: 772.599243, desc: American professional boxer, 6033 / 9131, 0.66\n",
+      "OK: Mikel Arteta, score: 525.159668, desc: Spanish coach, 6034 / 9131, 0.66\n",
+      "OK: Mikel Erentxun, score: 477.166046, desc: Spanish-Venezuelan musician, 6035 / 9131, 0.66\n",
+      "OK: Mikey Way, score: 506.456146, desc: American musician, 6036 / 9131, 0.66\n",
+      "OK: Mikhail Fridman, score: 484.862244, desc: Business magnate, 6037 / 9131, 0.66\n",
+      "OK: Miki Nakatani, score: 544.646729, desc: Japanese actress, 6038 / 9131, 0.66\n",
+      "OK: Mikie Hara, score: 473.40509, desc: Japanese gravure idol, 6039 / 9131, 0.66\n",
+      "OK: Mikuláš Dzurinda, score: 417.821472, desc: Slovak Politician, 6040 / 9131, 0.66\n",
+      "OK: Mila Horvat, score: 357.105164, desc: Croatian TV show host, 6041 / 9131, 0.66\n",
+      "OK: Mila J, score: 501.953522, desc: American singer, 6042 / 9131, 0.66\n",
+      "OK: Milan Bandić, score: 444.407135, desc: Croatian Politician, 6043 / 9131, 0.66\n",
+      "OK: Milan Lasica, score: 378.59729, desc: Humorist, 6044 / 9131, 0.66\n",
+      "OK: Milan Mandarić, score: 398.671417, desc: Business tycoon, 6045 / 9131, 0.66\n",
+      "OK: Milanka Opačić, score: 346.127441, desc: Croatian Politician, 6046 / 9131, 0.66\n",
+      "OK: Mile Jedinak, score: 614.255615, desc: Australian soccer player, 6047 / 9131, 0.66\n",
+      "OK: Milena Toscano, score: 461.037964, desc: Brazilian actress, 6048 / 9131, 0.66\n",
+      "OK: Milica Jelić, score: 279.698364, desc: , 6049 / 9131, 0.66\n",
+      "OK: Milo Đukanović, score: 488.892975, desc: President of Montenegro, 6050 / 9131, 0.66\n",
+      "OK: Milorad Dodik, score: 486.726044, desc: Politician, 6051 / 9131, 0.66\n",
+      "OK: Milos Raonic, score: 705.894836, desc: Canadian tennis player, 6052 / 9131, 0.66\n",
+      "OK: Miloš Krasić, score: 514.960022, desc: Soccer player, 6053 / 9131, 0.66\n",
+      "OK: Miloš Zeman, score: 580.64032, desc: President of the Czech Republic, 6054 / 9131, 0.66\n",
+      "OK: Mils Muliaina, score: 422.249603, desc: Rugby player, 6055 / 9131, 0.66\n",
+      "OK: Milutin Mrkonjić, score: 395.588104, desc: Politician, 6056 / 9131, 0.66\n",
+      "OK: Mimi Rogers, score: 602.663513, desc: American film actress, 6057 / 9131, 0.66\n",
+      "OK: Mimie Mathy, score: 508.585541, desc: French actress, 6058 / 9131, 0.66\n",
+      "OK: Min Young Won, score: 471.128174, desc: South Korean actress, 6059 / 9131, 0.66\n",
+      "OK: Mina Tander, score: 419.205994, desc: German actress, 6060 / 9131, 0.66\n",
+      "OK: Minami Minegishi, score: 540.83844, desc: Japanese idol, 6061 / 9131, 0.66\n",
+      "OK: Minase Yashiro, score: 382.082092, desc: Japanese actress, 6062 / 9131, 0.66\n",
+      "OK: Ming Dao, score: 447.818726, desc: Taiwanese actor, 6063 / 9131, 0.66\n",
+      "OK: Ming Tsai, score: 430.135406, desc: American restaurateur, 6064 / 9131, 0.66\n",
+      "OK: Mini Andén, score: 511.434265, desc: Swedish model, 6065 / 9131, 0.66\n",
+      "OK: Minka Kelly, score: 588.396973, desc: American actress, 6066 / 9131, 0.66\n",
+      "OK: Minna Kauppi, score: 426.298889, desc: , 6067 / 9131, 0.66\n",
+      "OK: Minnie Driver, score: 629.208374, desc: Actress, 6068 / 9131, 0.66\n",
+      "OK: Minu Barati, score: 271.764801, desc: German film producer, 6069 / 9131, 0.66\n",
+      "OK: Minzy, score: 40.518406, desc: South Korean singer, 6070 / 9131, 0.66\n",
+      "OK: Mira Sorvino, score: 630.149536, desc: American actress, 6071 / 9131, 0.66\n",
+      "OK: Mirai Nagasu, score: 516.268372, desc: American figure skater, 6072 / 9131, 0.66\n",
+      "OK: Miranda Otto, score: 557.272095, desc: Australian actress, 6073 / 9131, 0.67\n",
+      "OK: Mircea Badea, score: 423.825378, desc: Romanian television host, 6074 / 9131, 0.67\n",
+      "OK: Mircea Geoană, score: 433.042358, desc: Former President of the Senate of Romania, 6075 / 9131, 0.67\n",
+      "OK: Mircea Lucescu, score: 551.971008, desc: Romanian football manager, 6076 / 9131, 0.67\n",
+      "OK: Mireia Belmonte, score: 542.276855, desc: Spanish Olympic swimmer, 6077 / 9131, 0.67\n",
+      "OK: Mireille Mathieu, score: 632.785095, desc: French singer, 6078 / 9131, 0.67\n",
+      "OK: Miriam Díaz Aroca, score: 553.465271, desc: Spanish actress, 6079 / 9131, 0.67\n",
+      "OK: Miriam Gonzalez, score: 352.286865, desc: Spanish lawyer, 6080 / 9131, 0.67\n",
+      "OK: Miriam Leone, score: 513.444214, desc: Italian actress, 6081 / 9131, 0.67\n",
+      "OK: Miriam McDonald, score: 462.347656, desc: Canadian actress, 6082 / 9131, 0.67\n",
+      "OK: Miriam Meckel, score: 414.198486, desc: German journalist, 6083 / 9131, 0.67\n",
+      "OK: Miriam Pielhau, score: 416.803558, desc: TV presenter, 6084 / 9131, 0.67\n",
+      "OK: Mirja Boes, score: 441.597107, desc: German comedian, 6085 / 9131, 0.67\n",
+      "OK: Mirka Federer, score: 532.027283, desc: Tennis player, 6086 / 9131, 0.67\n",
+      "OK: Mirka Vasiljević, score: 403.757172, desc: Serbian actress, 6087 / 9131, 0.67\n",
+      "OK: Mirko Alilović, score: 406.728455, desc: Croatian olympic athlete, 6088 / 9131, 0.67\n",
+      "OK: Mirko Slomka, score: 455.561523, desc: Football manager, 6089 / 9131, 0.67\n",
+      "OK: Mirko Valdifiori, score: 439.0672, desc: Italian soccer player, 6090 / 9131, 0.67\n",
+      "OK: Mirko Vučinić, score: 514.963867, desc: Soccer player, 6091 / 9131, 0.67\n",
+      "OK: Miro Moreira, score: 340.671997, desc: Brazilian model, 6092 / 9131, 0.67\n",
+      "OK: Miroslav Ilić, score: 473.140076, desc: Serbian singer-songwriter, 6093 / 9131, 0.67\n",
+      "OK: Miroslav Kalousek, score: 431.797974, desc: Czech Politician, 6094 / 9131, 0.67\n",
+      "OK: Miroslav Klose, score: 680.654053, desc: German soccer player, 6095 / 9131, 0.67\n",
+      "OK: Miroslav Lajčák, score: 457.968323, desc: Former President of the United Nations General Assembly, 6096 / 9131, 0.67\n",
+      "OK: Miroslav Mišković, score: 374.361694, desc: Serbian business magnate, 6097 / 9131, 0.67\n",
+      "OK: Miroslav Radović, score: 473.515503, desc: Soccer player, 6098 / 9131, 0.67\n",
+      "OK: Miroslava Němcová, score: 372.664581, desc: Speaker of the Chamber of Deputies, 6099 / 9131, 0.67\n",
+      "OK: Mirza Teletović, score: 479.601044, desc: Bosnian basketball player, 6100 / 9131, 0.67\n",
+      "OK: Misaki Ito, score: 483.312317, desc: Japanese actress, 6101 / 9131, 0.67\n",
+      "OK: Misbah-ul-Haq, score: 757.669373, desc: Pakistani cricketer, 6102 / 9131, 0.67\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Mishal Raheja, score: 429.950592, desc: Indian television actor, 6103 / 9131, 0.67\n",
+      "OK: Miss Pooja, score: 552.277222, desc: Indian singer, 6104 / 9131, 0.67\n",
+      "OK: Missy Elliott, score: 861.52124, desc: American rapper, 6105 / 9131, 0.67\n",
+      "OK: Missy Franklin, score: 590.421509, desc: Swimmer, 6106 / 9131, 0.67\n",
+      "OK: Mitch McConnell, score: 958.159485, desc: United States Senator, 6107 / 9131, 0.67\n",
+      "OK: Mitch Moreland, score: 483.594696, desc: Baseball first baseman, 6108 / 9131, 0.67\n",
+      "OK: Mitchell Johnson, score: 525.94397, desc: Australian cricketer, 6109 / 9131, 0.67\n",
+      "OK: Mitchell Langerak, score: 482.847443, desc: Australian soccer player, 6110 / 9131, 0.67\n",
+      "OK: Mithali Raj, score: 525.222961, desc: Indian cricketer, 6111 / 9131, 0.67\n",
+      "OK: Mithra Kurian, score: 403.897064, desc: Indian film actress, 6112 / 9131, 0.67\n",
+      "OK: Mixu Paatelainen, score: 460.912628, desc: Finnish soccer player, 6113 / 9131, 0.67\n",
+      "OK: Miz, score: 77.902252, desc: American professional wrestler, 6114 / 9131, 0.67\n",
+      "OK: Mizuki Fukumura, score: 465.185242, desc: Japanese singer, 6115 / 9131, 0.67\n",
+      "OK: Miša Molk, score: 361.927521, desc: Journalist, 6116 / 9131, 0.67\n",
+      "OK: Mladen Petrić, score: 519.781677, desc: Soccer player, 6117 / 9131, 0.67\n",
+      "OK: Moa Gammel, score: 381.32782, desc: Swedish actress, 6118 / 9131, 0.67\n",
+      "OK: Moacyr Franco, score: 403.172546, desc: Actor, 6119 / 9131, 0.67\n",
+      "OK: Mohamed Farah, score: 600.696777, desc: British athlete, 6120 / 9131, 0.67\n",
+      "OK: Mohamed Hamaki, score: 505.177094, desc: Egyptian singer, 6121 / 9131, 0.67\n",
+      "OK: Mohamed Zidan, score: 498.037292, desc: Soccer player, 6122 / 9131, 0.67\n",
+      "OK: Mohammad Ali, score: 580.702637, desc: Lawyer, 6123 / 9131, 0.67\n",
+      "OK: Mohammad Hafeez, score: 517.237366, desc: Pakistani cricket player, 6124 / 9131, 0.67\n",
+      "OK: Mohammad Mahfud, score: 346.144836, desc: Indonesian Politician, 6125 / 9131, 0.67\n",
+      "OK: Mohanlal, score: 66.508286, desc: Indian actor, 6126 / 9131, 0.67\n",
+      "OK: Mohit Chauhan, score: 560.127991, desc: Indian playback singer, 6127 / 9131, 0.67\n",
+      "OK: Mohit Sehgal, score: 439.783051, desc: Indian television actor, 6128 / 9131, 0.67\n",
+      "OK: Moisés Muñoz, score: 533.672974, desc: Mexican soccer player, 6129 / 9131, 0.67\n",
+      "OK: Molly Ephraim, score: 531.83429, desc: American actress, 6130 / 9131, 0.67\n",
+      "OK: Molly Quinn, score: 545.511597, desc: American actress, 6131 / 9131, 0.67\n",
+      "OK: Molly Sandén, score: 511.01178, desc: Swedish singer, 6132 / 9131, 0.67\n",
+      "OK: Molly Sims, score: 569.56958, desc: American model, 6133 / 9131, 0.67\n",
+      "OK: Momoe Yamaguchi, score: 588.245789, desc: Japanese singer, 6134 / 9131, 0.67\n",
+      "OK: Momoko Tsugunaga, score: 551.12616, desc: Japanese singer, 6135 / 9131, 0.67\n",
+      "OK: Momoko Ueda, score: 420.055542, desc: Japanese professional golfer, 6136 / 9131, 0.67\n",
+      "OK: Mona Abou Hamza, score: 229.05751, desc: Lebanese TV personality, 6137 / 9131, 0.67\n",
+      "OK: Mona Barthel, score: 531.113342, desc: German tennis player, 6138 / 9131, 0.67\n",
+      "OK: Mona Sahlin, score: 473.832581, desc: Swedish Politician, 6139 / 9131, 0.67\n",
+      "OK: Mona Singh, score: 505.723419, desc: Indian actress, 6140 / 9131, 0.67\n",
+      "OK: Monet Mazur, score: 468.001129, desc: American film actress, 6141 / 9131, 0.67\n",
+      "OK: Monia Chokri, score: 405.41153, desc: Canadian actress, 6142 / 9131, 0.67\n",
+      "OK: Monica Dogra, score: 435.713562, desc: American musician, 6143 / 9131, 0.67\n",
+      "OK: Monica Guerritore, score: 444.156677, desc: Italian actress, 6144 / 9131, 0.67\n",
+      "OK: Monica Ivancan, score: 410.658569, desc: Model, 6145 / 9131, 0.67\n",
+      "OK: Monica Lewinsky, score: 646.569031, desc: American television personality, 6146 / 9131, 0.67\n",
+      "OK: Monica Lierhaus, score: 397.331177, desc: German journalist, 6147 / 9131, 0.67\n",
+      "OK: Monica Seles, score: 650.822327, desc: Tennis player, 6148 / 9131, 0.67\n",
+      "OK: Monifah, score: 35.410416, desc: American singer-songwriter, 6149 / 9131, 0.67\n",
+      "OK: Monika Gruber, score: 476.862885, desc: German cabaret artist, 6150 / 9131, 0.67\n",
+      "OK: Monika Jagaciak, score: 244.236359, desc: Polish model, 6151 / 9131, 0.67\n",
+      "OK: Monika Mrozowska, score: 405.233734, desc: Polish actress, 6152 / 9131, 0.67\n",
+      "OK: Montego Glover, score: 347.468689, desc: American actress, 6153 / 9131, 0.67\n",
+      "OK: Montserrat Oliver, score: 458.800171, desc: Mexican model, 6154 / 9131, 0.67\n",
+      "OK: Monty Don, score: 459.053253, desc: Television presenter, 6155 / 9131, 0.67\n",
+      "OK: Monty Panesar, score: 489.028595, desc: Cricketer, 6156 / 9131, 0.67\n",
+      "OK: Morgan De Sanctis, score: 629.355103, desc: Italian soccer player, 6157 / 9131, 0.67\n",
+      "OK: Morgan Fairchild, score: 572.164551, desc: American actress, 6158 / 9131, 0.67\n",
+      "OK: Morgan Tsvangirai, score: 504.566223, desc: Former Prime Minister of Zimbabwe, 6159 / 9131, 0.67\n",
+      "OK: Moria Casán, score: 511.147919, desc: Argentine actress, 6160 / 9131, 0.67\n",
+      "OK: Morten Messerschmidt, score: 396.423218, desc: Danish Politician, 6161 / 9131, 0.67\n",
+      "OK: Morten Tyldum, score: 420.54483, desc: Norwegian film director, 6162 / 9131, 0.67\n",
+      "OK: Mosiuoa Lekota, score: 420.868317, desc: President of the Congress of the People, 6163 / 9131, 0.67\n",
+      "OK: Mouna Ayoub, score: 371.268738, desc: Socialite, 6164 / 9131, 0.68\n",
+      "OK: Mouni Roy, score: 579.801636, desc: Indian film actress, 6165 / 9131, 0.68\n",
+      "OK: Mourad Boudjellal, score: 383.147369, desc: President of Toulon, 6166 / 9131, 0.68\n",
+      "OK: Moussa Dadis Camara, score: 621.103699, desc: Officer, 6167 / 9131, 0.68\n",
+      "OK: Moussa Sow, score: 550.148071, desc: Soccer player, 6168 / 9131, 0.68\n",
+      "OK: Mrisho Ngasa, score: 428.652802, desc: Tanzanian soccer player, 6169 / 9131, 0.68\n",
+      "OK: Muammer Güler, score: 429.973419, desc: Turkish Politician, 6170 / 9131, 0.68\n",
+      "OK: Muazzez Ersoy, score: 492.932556, desc: Turkish singer, 6171 / 9131, 0.68\n",
+      "OK: Muffet McGraw, score: 491.999115, desc: American basketball coach, 6172 / 9131, 0.68\n",
+      "OK: Muhammad Yunus, score: 688.054749, desc: Bangladeshi social entrepreneur, 6173 / 9131, 0.68\n",
+      "OK: Muhammadu Buhari, score: 769.732178, desc: President of Nigeria, 6174 / 9131, 0.68\n",
+      "OK: Muhtar Kent, score: 438.426941, desc: Executive, 6175 / 9131, 0.68\n",
+      "OK: Mukhriz Mahathir, score: 513.361633, desc: Malaysian Politician, 6176 / 9131, 0.68\n",
+      "OK: Muktha, score: 35.428753, desc: Indian film actress, 6177 / 9131, 0.68\n",
+      "OK: Mulayam Singh Yadav, score: 724.963562, desc: Member of Parliament, Lok Sabha, 6178 / 9131, 0.68\n",
+      "OK: Mumaith Khan, score: 490.925903, desc: Indian film actress, 6179 / 9131, 0.68\n",
+      "OK: Munenori Kawasaki, score: 506.399139, desc: Baseball shortstop, 6180 / 9131, 0.68\n",
+      "OK: Munro Chambers, score: 442.695282, desc: Canadian actor, 6181 / 9131, 0.68\n",
+      "OK: Muqtada al-Sadr, score: 921.5849, desc: Iraqi Politician, 6182 / 9131, 0.68\n",
+      "OK: Murat Dalkılıç, score: 522.392883, desc: Turkish singer, 6183 / 9131, 0.68\n",
+      "OK: Murat Han, score: 385.572113, desc: Turkish film actor, 6184 / 9131, 0.68\n",
+      "OK: Murat Yakin, score: 479.49884, desc: Football coach, 6185 / 9131, 0.68\n",
+      "OK: Murat Yıldırım, score: 530.582947, desc: Turkish actor, 6186 / 9131, 0.68\n",
+      "OK: Muricy Ramalho, score: 557.529297, desc: Brazilian former soccer player, 6187 / 9131, 0.68\n",
+      "OK: Muriel Baumeister, score: 453.612854, desc: Austrian-German film actress, 6188 / 9131, 0.68\n",
+      "OK: Muriel Robin, score: 481.268219, desc: French actress, 6189 / 9131, 0.68\n",
+      "OK: Murilo Benicio, score: 509.444885, desc: Brazilian actor, 6190 / 9131, 0.68\n",
+      "OK: Murli Manohar Joshi, score: 797.250305, desc: Member of Parliament, Lok Sabha, 6191 / 9131, 0.68\n",
+      "OK: Mushfiqur Rahim, score: 514.903137, desc: Bangladeshi cricketer, 6192 / 9131, 0.68\n",
+      "OK: Mustafa Akaydın, score: 352.789032, desc: Turkish Politician, 6193 / 9131, 0.68\n",
+      "OK: Mustafa Denizli, score: 538.762329, desc: Former soccer player, 6194 / 9131, 0.68\n",
+      "OK: Mustafa Pektemek, score: 464.900848, desc: Turkish soccer player, 6195 / 9131, 0.68\n",
+      "OK: Mustafa Sandal, score: 578.497253, desc: Turkish singer-songwriter, 6196 / 9131, 0.68\n",
+      "OK: Mutya Buena, score: 507.129913, desc: British singer-songwriter, 6197 / 9131, 0.68\n",
+      "OK: Myf Shepherd, score: 312.942413, desc: Australian model, 6198 / 9131, 0.68\n",
+      "OK: Myleene Klass, score: 538.125427, desc: Singer, 6199 / 9131, 0.68\n",
+      "OK: Myles Kennedy, score: 856.415283, desc: American-British musician, 6200 / 9131, 0.68\n",
+      "OK: Mylène Farmer, score: 710.568481, desc: Canadian-French singer, 6201 / 9131, 0.68\n",
+      "OK: Mylène Jampanoï, score: 453.346619, desc: French actress, 6202 / 9131, 0.68\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Myriam Fares, score: 565.909424, desc: Lebanese singer, 6203 / 9131, 0.68\n",
+      "OK: Myriam Soumaré, score: 402.640778, desc: French track and field athlete, 6204 / 9131, 0.68\n",
+      "OK: Márcio Garcia, score: 456.100311, desc: Brazilian actor, 6205 / 9131, 0.68\n",
+      "HTTP Error 503: Service Unavailable Mädchen Amick\n",
+      "OK: Mädchen Amick, score: 598.882507, desc: American actress, 6206 / 9131, 0.68\n",
+      "OK: Mélanie Doutey, score: 480.197937, desc: French actress, 6207 / 9131, 0.68\n",
+      "OK: Mélanie Laurent, score: 639.360413, desc: French actress, 6208 / 9131, 0.68\n",
+      "OK: Mélanie Thierry, score: 514.054688, desc: French actress, 6209 / 9131, 0.68\n",
+      "OK: Mélissa Theuriau, score: 490.454498, desc: French journalist, 6210 / 9131, 0.68\n",
+      "OK: Mía Maestro, score: 504.219513, desc: Argentine actress, 6211 / 9131, 0.68\n",
+      "OK: Míchel Salgado, score: 511.707733, desc: Spanish soccer player, 6212 / 9131, 0.68\n",
+      "OK: Mónica Cruz, score: 537.604797, desc: Spanish actress, 6213 / 9131, 0.68\n",
+      "OK: Mónica Estarreado, score: 376.716858, desc: Spanish actress, 6214 / 9131, 0.68\n",
+      "OK: Mónica Noguera, score: 386.002747, desc: Television actor, 6215 / 9131, 0.68\n",
+      "OK: Mónica Spear, score: 508.153809, desc: Venezuelan actress, 6216 / 9131, 0.68\n",
+      "OK: Müjde Ar, score: 516.195251, desc: Turkish film actress, 6217 / 9131, 0.68\n",
+      "OK: Müslüm Gürses, score: 593.653442, desc: Turkish singer, 6218 / 9131, 0.68\n",
+      "OK: Mýa, score: 54.764912, desc: American recording artist, 6219 / 9131, 0.68\n",
+      "OK: N. Chandrababu Naidu, score: 759.321533, desc: Chief Minister of Andhra Pradesh, 6220 / 9131, 0.68\n",
+      "OK: Nabih Berri, score: 450.167175, desc: Speaker of the parliament of Lebanon, 6221 / 9131, 0.68\n",
+      "OK: Nabil Dirar, score: 538.680908, desc: Soccer player, 6222 / 9131, 0.68\n",
+      "OK: Nacer Chadli, score: 624.450623, desc: Soccer player, 6223 / 9131, 0.68\n",
+      "OK: Nacho Monreal, score: 552.053833, desc: Spanish soccer player, 6224 / 9131, 0.68\n",
+      "OK: Nacho Novo, score: 492.140808, desc: Spanish soccer player, 6225 / 9131, 0.68\n",
+      "OK: Nacho Vegas, score: 428.904114, desc: Spanish singer-songwriter, 6226 / 9131, 0.68\n",
+      "OK: Nadeshda Brennicke, score: 454.994843, desc: German actress, 6227 / 9131, 0.68\n",
+      "OK: Nadhiya, score: 38.731251, desc: Indian film actress, 6228 / 9131, 0.68\n",
+      "OK: Nadine Angerer, score: 490.74884, desc: German soccer player, 6229 / 9131, 0.68\n",
+      "OK: Nadine Chandrawinata, score: 498.84964, desc: Actress, 6230 / 9131, 0.68\n",
+      "OK: Nadine Dorries, score: 465.766296, desc: Member of Parliament of the United Kingdom, 6231 / 9131, 0.68\n",
+      "OK: Nadine Morano, score: 433.575378, desc: French Politician, 6232 / 9131, 0.68\n",
+      "OK: Nadine Njeim, score: 229.281143, desc: Actress, 6233 / 9131, 0.68\n",
+      "OK: Nadine Samonte, score: 401.942444, desc: Actress, 6234 / 9131, 0.68\n",
+      "OK: Nadine Warmuth, score: 344.103088, desc: Actor, 6235 / 9131, 0.68\n",
+      "OK: Nadir Belhadj, score: 448.916809, desc: Soccer player, 6236 / 9131, 0.68\n",
+      "OK: Nadja Abd el Farrag, score: 765.507507, desc: German television presenter, 6237 / 9131, 0.68\n",
+      "OK: Nadja Auermann, score: 451.357574, desc: German supermodel, 6238 / 9131, 0.68\n",
+      "OK: Nadja Benaissa, score: 435.523346, desc: German television actress, 6239 / 9131, 0.68\n",
+      "OK: Nadja Uhl, score: 438.361389, desc: Actress, 6240 / 9131, 0.68\n",
+      "OK: Nadya Hutagalung, score: 405.609528, desc: Model, 6241 / 9131, 0.68\n",
+      "OK: Nadya Suleman, score: 507.738434, desc: American media personality, 6242 / 9131, 0.68\n",
+      "OK: Naga Chaitanya, score: 587.955383, desc: Indian film actor, 6243 / 9131, 0.68\n",
+      "OK: Nagesh Kukunoor, score: 442.061432, desc: Indian film director, 6244 / 9131, 0.68\n",
+      "OK: Naheed Nenshi, score: 426.998657, desc: Canadian Politician, 6245 / 9131, 0.68\n",
+      "OK: Naide Gomes, score: 388.823792, desc: Olympic athlete, 6246 / 9131, 0.68\n",
+      "OK: Naima Mora, score: 433.793091, desc: American fashion model, 6247 / 9131, 0.68\n",
+      "OK: Najib Amhali, score: 412.633026, desc: Dutch-Moroccan comedian, 6248 / 9131, 0.68\n",
+      "OK: Nakuul Mehta, score: 462.715363, desc: Indian actor, 6249 / 9131, 0.68\n",
+      "OK: Namadi Sambo, score: 384.904572, desc: Former Vice President of Nigeria, 6250 / 9131, 0.68\n",
+      "OK: Namitha, score: 45.47261, desc: Indian film actress, 6251 / 9131, 0.68\n",
+      "OK: Namrata Shirodkar, score: 501.195587, desc: Actress, 6252 / 9131, 0.68\n",
+      "OK: Nana Mouskouri, score: 675.493042, desc: Greek singer, 6253 / 9131, 0.68\n",
+      "OK: Nana Okada, score: 481.305176, desc: , 6254 / 9131, 0.68\n",
+      "OK: Nancy DellOlio, score: 121.419968, desc: Lawyer, 6255 / 9131, 0.69\n",
+      "OK: Nancy Grace, score: 596.005005, desc: American commentator, 6256 / 9131, 0.69\n",
+      "OK: Nancy Juvonen, score: 492.100403, desc: American film producer, 6257 / 9131, 0.69\n",
+      "OK: Nancy Kerrigan, score: 580.249573, desc: American actress, 6258 / 9131, 0.69\n",
+      "OK: Nancy ODell, score: 89.679001, desc: American television host, 6259 / 9131, 0.69\n",
+      "OK: Nancy Pelosi, score: 1138.762085, desc: Minority Leader of the United States House of Representatives, 6260 / 9131, 0.69\n",
+      "OK: Nancy Sorrell, score: 384.731445, desc: Model, 6261 / 9131, 0.69\n",
+      "OK: Nandamuri Balakrishna, score: 615.57135, desc: Indian film actor, 6262 / 9131, 0.69\n",
+      "OK: Nandamuri Kalyan Ram, score: 669.036987, desc: Indian actor, 6263 / 9131, 0.69\n",
+      "OK: Nandan Nilekani, score: 505.51593, desc: Non-Executive Chairman of Infosys, 6264 / 9131, 0.69\n",
+      "OK: Nando de Colo, score: 684.937378, desc: French basketball player, 6265 / 9131, 0.69\n",
+      "OK: Nanne Grönvall, score: 459.398529, desc: Swedish singer, 6266 / 9131, 0.69\n",
+      "OK: Naomi Broady, score: 540.679993, desc: Tennis player, 6267 / 9131, 0.69\n",
+      "OK: Naomi Kawase, score: 464.987885, desc: Japanese film director, 6268 / 9131, 0.69\n",
+      "OK: Naomi Watts, score: 681.378906, desc: Actress, 6269 / 9131, 0.69\n",
+      "OK: Naomi van As, score: 492.287537, desc: Dutch field hockey player, 6270 / 9131, 0.69\n",
+      "OK: Narayan Rane, score: 424.241974, desc: Former Chief Minister of Maharashtra, 6271 / 9131, 0.69\n",
+      "OK: Narayani Shastri, score: 436.816803, desc: Indian television actress, 6272 / 9131, 0.69\n",
+      "OK: Narendra Modi, score: 1247.901855, desc: Prime Minister of India, 6273 / 9131, 0.69\n",
+      "OK: Nasha Aziz, score: 383.89151, desc: Malaysian model, 6274 / 9131, 0.69\n",
+      "OK: Nasser El Sonbaty, score: 547.911987, desc: Bodybuilder, 6275 / 9131, 0.69\n",
+      "OK: Nastassja Kinski, score: 560.746765, desc: German actress, 6276 / 9131, 0.69\n",
+      "OK: Nat Wolff, score: 597.527588, desc: American actor, 6277 / 9131, 0.69\n",
+      "OK: Natacha Peyre, score: 431.509125, desc: Swedish singer, 6278 / 9131, 0.69\n",
+      "OK: Natalia Germanou, score: 457.844543, desc: Greek lyricist, 6279 / 9131, 0.69\n",
+      "OK: Natalia Millan, score: 442.337769, desc: Spanish actress, 6280 / 9131, 0.69\n",
+      "OK: Natalia Partyka, score: 396.460419, desc: Polish player, 6281 / 9131, 0.69\n",
+      "OK: Natalia Rybicka, score: 346.700317, desc: Actress, 6282 / 9131, 0.69\n",
+      "OK: Natalia Streignard, score: 445.672241, desc: Spanish-Venezuelan actress, 6283 / 9131, 0.69\n",
+      "OK: Natalia Verbeke, score: 455.374573, desc: Actress, 6284 / 9131, 0.69\n",
+      "OK: Natalia Wörner, score: 482.062836, desc: German actress, 6285 / 9131, 0.69\n",
+      "OK: Natalie Appleton, score: 440.238037, desc: Canadian singer, 6286 / 9131, 0.69\n",
+      "OK: Natalie Bennett, score: 388.137939, desc: British Politician, 6287 / 9131, 0.69\n",
+      "OK: Natalie Brown, score: 435.641815, desc: Canadian actress, 6288 / 9131, 0.69\n",
+      "OK: Natalie Cassidy, score: 479.246765, desc: British actress, 6289 / 9131, 0.69\n",
+      "OK: Natalie Coughlin, score: 554.993164, desc: American swimmer, 6290 / 9131, 0.69\n",
+      "OK: Natalie Dreyfuss, score: 382.030914, desc: American actress, 6291 / 9131, 0.69\n",
+      "OK: Natalie Glebova, score: 466.907288, desc: Television host, 6292 / 9131, 0.69\n",
+      "OK: Natalie Gumede, score: 418.447754, desc: English actress, 6293 / 9131, 0.69\n",
+      "OK: Natalie Imbruglia, score: 647.227783, desc: Singer-songwriter, 6294 / 9131, 0.69\n",
+      "OK: Natalie J. Robb, score: 588.369568, desc: Actress, 6295 / 9131, 0.69\n",
+      "OK: Natalie Maines, score: 550.16803, desc: American singer-songwriter, 6296 / 9131, 0.69\n",
+      "OK: Natalie Tran, score: 403.889008, desc: Australian actress, 6297 / 9131, 0.69\n",
+      "OK: Natalie du Toit, score: 559.69104, desc: South African swimmer, 6298 / 9131, 0.69\n",
+      "OK: Natalya, score: 58.603237, desc: Professional wrestler, 6299 / 9131, 0.69\n",
+      "OK: Natasa Ninkovic, score: 425.658356, desc: Actress, 6300 / 9131, 0.69\n",
+      "OK: Natascha Ochsenknecht, score: 437.996826, desc: German actress, 6301 / 9131, 0.69\n",
+      "OK: Natasha Alam, score: 397.44278, desc: Uzbek actress, 6302 / 9131, 0.69\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Natasha Bedingfield, score: 575.264465, desc: Singer-songwriter, 6303 / 9131, 0.69\n",
+      "OK: Natasha Hamilton, score: 464.432617, desc: Singer-songwriter, 6304 / 9131, 0.69\n",
+      "OK: Natasha Henstridge, score: 573.682129, desc: Canadian actress, 6305 / 9131, 0.69\n",
+      "OK: Natasha Kaplinsky, score: 468.733246, desc: Presenter, 6306 / 9131, 0.69\n",
+      "OK: Natasha Klauss, score: 451.772522, desc: Colombian actress, 6307 / 9131, 0.69\n",
+      "OK: Natasha Leggero, score: 542.709961, desc: American actress, 6308 / 9131, 0.69\n",
+      "OK: Natasha St-Pier, score: 798.699402, desc: Canadian singer, 6309 / 9131, 0.69\n",
+      "OK: Natasza Urbańska, score: 442.916138, desc: Polish actress, 6310 / 9131, 0.69\n",
+      "OK: Nataša Janjić, score: 437.230133, desc: Croatian actress, 6311 / 9131, 0.69\n",
+      "OK: Nate Berkus, score: 499.497833, desc: American interior designer, 6312 / 9131, 0.69\n",
+      "OK: Nate Diaz, score: 586.535156, desc: American mixed martial artist, 6313 / 9131, 0.69\n",
+      "OK: Nate Marquardt, score: 443.849518, desc: American mixed martial artist, 6314 / 9131, 0.69\n",
+      "OK: Nate Robinson, score: 624.057922, desc: American basketball player, 6315 / 9131, 0.69\n",
+      "OK: Nathalia Dill, score: 516.679199, desc: Brazilian actress, 6316 / 9131, 0.69\n",
+      "OK: Nathalia Ramos, score: 473.42337, desc: Actress, 6317 / 9131, 0.69\n",
+      "OK: Nathalie Baye, score: 537.456604, desc: French film actress, 6318 / 9131, 0.69\n",
+      "OK: Nathalie Kosciusko-Morizet, score: 617.588196, desc: French Politician, 6319 / 9131, 0.69\n",
+      "OK: Nathan Adrian, score: 558.540344, desc: American swimmer, 6320 / 9131, 0.69\n",
+      "OK: Nathan Deal, score: 597.712646, desc: Governor of Georgia, 6321 / 9131, 0.69\n",
+      "OK: Nathan Kress, score: 570.350098, desc: American actor, 6322 / 9131, 0.69\n",
+      "OK: Nathan Lane, score: 611.949646, desc: American actor, 6323 / 9131, 0.69\n",
+      "OK: Nathan Parsons, score: 443.361694, desc: American-Australian actor, 6324 / 9131, 0.69\n",
+      "OK: Nathan Redmond, score: 462.575104, desc: English soccer player, 6325 / 9131, 0.69\n",
+      "OK: Nathan Sharpe, score: 389.051971, desc: Australian rugby player, 6326 / 9131, 0.69\n",
+      "OK: Natsumi Matsubara, score: 331.596191, desc: Musical artist, 6327 / 9131, 0.69\n",
+      "OK: Natália Guimarães, score: 433.169556, desc: Brazilian actress, 6328 / 9131, 0.69\n",
+      "OK: Nauheed Cyrusi, score: 430.953827, desc: Actress, 6329 / 9131, 0.69\n",
+      "OK: Naveen Patnaik, score: 501.965179, desc: Chief minister of Odisha, 6330 / 9131, 0.69\n",
+      "OK: Navi Pillay, score: 393.805359, desc: South African jurist, 6331 / 9131, 0.69\n",
+      "OK: Nawal Al Zoghbi, score: 765.396423, desc: Singer, 6332 / 9131, 0.69\n",
+      "OK: Nawal El Moutawakel, score: 557.211548, desc: Olympic athlete, 6333 / 9131, 0.69\n",
+      "OK: Naya Rivera, score: 610.717529, desc: American actress, 6334 / 9131, 0.69\n",
+      "OK: Nayantara, score: 51.975883, desc: Indian film actress, 6335 / 9131, 0.69\n",
+      "OK: Nazan Eckes, score: 452.662933, desc: German television personality, 6336 / 9131, 0.69\n",
+      "OK: Nazem Kadri, score: 465.054138, desc: Canadian ice hockey player, 6337 / 9131, 0.69\n",
+      "OK: Nazia Iqbal, score: 479.732758, desc: Singer, 6338 / 9131, 0.69\n",
+      "OK: Ne-Yo, score: 1054.324829, desc: American singer-songwriter, 6339 / 9131, 0.69\n",
+      "OK: Nebojša Čović, score: 405.555359, desc: Serbian businessman, 6340 / 9131, 0.69\n",
+      "OK: Necar Zadegan, score: 444.940277, desc: Film actress, 6341 / 9131, 0.69\n",
+      "OK: Ned Yost, score: 474.756165, desc: Baseball manager, 6342 / 9131, 0.69\n",
+      "OK: Neelima Rani, score: 425.967316, desc: Indian film actress, 6343 / 9131, 0.69\n",
+      "OK: Neena Gupta, score: 507.062347, desc: Actress, 6344 / 9131, 0.69\n",
+      "OK: Neetha Shetty, score: 405.654633, desc: Indian television actress, 6345 / 9131, 0.69\n",
+      "OK: Neethu, score: 31.124144, desc: Indian film actress, 6346 / 9131, 0.69\n",
+      "OK: Nefise Karatay, score: 394.900482, desc: Television personality, 6347 / 9131, 0.70\n",
+      "OK: Negar Javaherian, score: 467.932068, desc: Iranian film actress, 6348 / 9131, 0.70\n",
+      "OK: Neha Bhasin, score: 490.480774, desc: Indian singer, 6349 / 9131, 0.70\n",
+      "OK: Neha Dhupia, score: 588.993958, desc: Indian actress, 6350 / 9131, 0.70\n",
+      "OK: Neha Sargam, score: 376.743774, desc: Indian actress, 6351 / 9131, 0.70\n",
+      "OK: Neha Sharma, score: 549.154419, desc: Indian film actress, 6352 / 9131, 0.70\n",
+      "OK: Neil Hannon, score: 443.760193, desc: Northern Irish singer-songwriter, 6353 / 9131, 0.70\n",
+      "OK: Neil Nitin Mukesh, score: 668.304016, desc: Indian actor, 6354 / 9131, 0.70\n",
+      "OK: Neil Redfearn, score: 463.068634, desc: Soccer player, 6355 / 9131, 0.70\n",
+      "OK: Neil Robertson, score: 528.01239, desc: Australian snooker player, 6356 / 9131, 0.70\n",
+      "OK: Neil Warnock, score: 562.984314, desc: English football manager, 6357 / 9131, 0.70\n",
+      "OK: Nejat İşler, score: 470.943329, desc: Turkish actor, 6358 / 9131, 0.70\n",
+      "OK: Nelly Makdessy, score: 418.227081, desc: Lebanese singer, 6359 / 9131, 0.70\n",
+      "OK: Nels Cline, score: 500.290436, desc: American guitarist, 6360 / 9131, 0.70\n",
+      "OK: Nelson Cruz, score: 552.601501, desc: Baseball right fielder, 6361 / 9131, 0.70\n",
+      "OK: Nelson Évora, score: 516.216736, desc: Portuguese athlete, 6362 / 9131, 0.70\n",
+      "OK: Nemanja Matić, score: 586.975891, desc: Soccer player, 6363 / 9131, 0.70\n",
+      "HTTP Error 503: Service Unavailable Nenad Bjelica\n",
+      "OK: Nenad Bjelica, score: 466.088135, desc: Croatian football manager, 6364 / 9131, 0.70\n",
+      "OK: Neri Marcorè, score: 442.423431, desc: Italian actor, 6365 / 9131, 0.70\n",
+      "OK: Ness Wadia, score: 451.414154, desc: Indian businessman, 6366 / 9131, 0.70\n",
+      "OK: Nevena Božović, score: 422.153931, desc: Serbian singer, 6367 / 9131, 0.70\n",
+      "OK: Nevin Yanıt, score: 378.445007, desc: Turkish athlete, 6368 / 9131, 0.70\n",
+      "OK: Ngo Thanh Van, score: 643.494934, desc: Vietnamese actress, 6369 / 9131, 0.70\n",
+      "OK: Nguyễn Minh Thuyết, score: 408.544098, desc: Vietnamese legislator, 6370 / 9131, 0.70\n",
+      "OK: Nguyễn Ngọc Trường Sơn, score: 571.263977, desc: Vietnamese chess player, 6371 / 9131, 0.70\n",
+      "OK: Nguyễn Phú Trọng, score: 765.475037, desc: General Secretary of the Communist Party of Vietnam, 6372 / 9131, 0.70\n",
+      "OK: Nguyễn Thùy Lâm, score: 508.758972, desc: Vietnamese singer, 6373 / 9131, 0.70\n",
+      "OK: Nguyễn Tiến Minh, score: 601.97644, desc: Badminton player, 6374 / 9131, 0.70\n",
+      "OK: Nia Peeples, score: 539.157593, desc: American singer, 6375 / 9131, 0.70\n",
+      "OK: Nia Ramadhani, score: 491.645416, desc: Indonesian actress, 6376 / 9131, 0.70\n",
+      "OK: Nic Tse, score: 284.501038, desc: Singer-songwriter, 6377 / 9131, 0.70\n",
+      "OK: Nichi Vendola, score: 458.689514, desc: Italian Politician, 6378 / 9131, 0.70\n",
+      "OK: Nicholas Hoult, score: 619.427368, desc: Actor, 6379 / 9131, 0.70\n",
+      "OK: Nick Clegg, score: 777.204468, desc: Former Deputy Prime Minister of the United Kingdom, 6380 / 9131, 0.70\n",
+      "OK: Nick Collison, score: 465.681213, desc: American basketball player, 6381 / 9131, 0.70\n",
+      "OK: Nick Compton, score: 427.690765, desc: Cricketer, 6382 / 9131, 0.70\n",
+      "OK: Nick Diaz, score: 567.499878, desc: American mixed martial artist, 6383 / 9131, 0.70\n",
+      "OK: Nick Faldo, score: 602.170776, desc: English professional golfer, 6384 / 9131, 0.70\n",
+      "OK: Nick Frost, score: 540.896912, desc: Actor, 6385 / 9131, 0.70\n",
+      "OK: Nick Grimshaw, score: 546.259155, desc: Television presenter, 6386 / 9131, 0.70\n",
+      "OK: Nick Hexum, score: 463.252899, desc: American singer-songwriter, 6387 / 9131, 0.70\n",
+      "OK: Nick Jonas, score: 792.361084, desc: American singer-songwriter, 6388 / 9131, 0.70\n",
+      "OK: Nick Matthew, score: 459.435394, desc: Player, 6389 / 9131, 0.70\n",
+      "OK: Nick Offerman, score: 647.160339, desc: American actor, 6390 / 9131, 0.70\n",
+      "OK: Nick Saban, score: 688.644897, desc: Football coach, 6391 / 9131, 0.70\n",
+      "OK: Nick Simon, score: 277.867615, desc: Screenwriter, 6392 / 9131, 0.70\n",
+      "OK: Nick Stahl, score: 494.571289, desc: American actor, 6393 / 9131, 0.70\n",
+      "OK: Nick Watney, score: 430.203003, desc: American professional golfer, 6394 / 9131, 0.70\n",
+      "OK: Nick Young, score: 602.342041, desc: American basketball player, 6395 / 9131, 0.70\n",
+      "OK: Nick Youngquest, score: 408.787872, desc: Australian model, 6396 / 9131, 0.70\n",
+      "OK: Nick Zano, score: 505.445465, desc: American actor, 6397 / 9131, 0.70\n",
+      "OK: Nicki Aycox, score: 442.399414, desc: American actress, 6398 / 9131, 0.70\n",
+      "OK: Nicki Bille Nielsen, score: 605.126831, desc: Danish soccer player, 6399 / 9131, 0.70\n",
+      "OK: Nicki Chapman, score: 435.162598, desc: Television presenter, 6400 / 9131, 0.70\n",
+      "OK: Nicky Byrne, score: 519.739502, desc: Irish singer-songwriter, 6401 / 9131, 0.70\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Nicky Hayden, score: 566.036377, desc: American motorcycle racer, 6402 / 9131, 0.70\n",
+      "OK: Nicky Jam, score: 737.389099, desc: Singer, 6403 / 9131, 0.70\n",
+      "OK: Niclas Wahlgren, score: 448.825134, desc: Swedish artist, 6404 / 9131, 0.70\n",
+      "OK: Nico Hülkenberg, score: 612.59137, desc: German racing driver, 6405 / 9131, 0.70\n",
+      "OK: Nico Rosberg, score: 666.558472, desc: Finnish-German racing driver, 6406 / 9131, 0.70\n",
+      "OK: Nicola Cosentino, score: 338.358124, desc: Italian Politician, 6407 / 9131, 0.70\n",
+      "OK: Nicola McLean, score: 443.955444, desc: English television personality, 6408 / 9131, 0.70\n",
+      "OK: Nicola Rizzoli, score: 477.426483, desc: Italian football referee, 6409 / 9131, 0.70\n",
+      "OK: Nicola Roberts, score: 498.562164, desc: Singer, 6410 / 9131, 0.70\n",
+      "OK: Nicola Sirkis, score: 484.970093, desc: Singer, 6411 / 9131, 0.70\n",
+      "OK: Nicola Spirig, score: 486.858612, desc: Swiss triathlete, 6412 / 9131, 0.70\n",
+      "OK: Nicola Sturgeon, score: 751.286255, desc: First Minister of Scotland, 6413 / 9131, 0.70\n",
+      "OK: Nicolas Anelka, score: 599.052063, desc: French football manager, 6414 / 9131, 0.70\n",
+      "OK: Nicolas Berggruen, score: 415.332977, desc: Philanthropist, 6415 / 9131, 0.70\n",
+      "OK: Nicolas Douchez, score: 441.026367, desc: French soccer player, 6416 / 9131, 0.70\n",
+      "OK: Nicolas Dupont-Aignan, score: 696.526611, desc: French Politician, 6417 / 9131, 0.70\n",
+      "OK: Nicolas Duvauchelle, score: 494.536743, desc: French actor, 6418 / 9131, 0.70\n",
+      "OK: Nicolas Kiefer, score: 467.402313, desc: German tennis player, 6419 / 9131, 0.70\n",
+      "OK: Nicolas Mas, score: 376.257141, desc: Rugby union prop, 6420 / 9131, 0.70\n",
+      "OK: Nicolas NKoulou, score: 526.064087, desc: Cameroonian soccer player, 6421 / 9131, 0.70\n",
+      "OK: Nicolas Prost, score: 238.697311, desc: French racing driver, 6422 / 9131, 0.70\n",
+      "OK: Nicole Ari Parker, score: 721.178528, desc: American actress, 6423 / 9131, 0.70\n",
+      "OK: Nicole Faria, score: 479.531708, desc: Indian supermodel, 6424 / 9131, 0.70\n",
+      "OK: Nicole Gale Anderson, score: 630.718872, desc: American actress, 6425 / 9131, 0.70\n",
+      "OK: Nicole Grimaudo, score: 444.756531, desc: Italian actress, 6426 / 9131, 0.70\n",
+      "OK: Nicole Hosp, score: 408.947693, desc: Alpine ski racer, 6427 / 9131, 0.70\n",
+      "OK: Nicole LaLiberte, score: 383.58432, desc: American actress, 6428 / 9131, 0.70\n",
+      "OK: Nicole Neumann, score: 455.595947, desc: Argentine model, 6429 / 9131, 0.70\n",
+      "OK: Nicole Polizzi, score: 573.486816, desc: American television personality, 6430 / 9131, 0.70\n",
+      "OK: Nicole Vaidišová, score: 497.512787, desc: Tennis player, 6431 / 9131, 0.70\n",
+      "OK: Nicoletta Mantovani, score: 346.889709, desc: Film producer, 6432 / 9131, 0.70\n",
+      "OK: Nicoletta Romanoff, score: 421.373383, desc: Italian television actress, 6433 / 9131, 0.70\n",
+      "OK: Nicolette van Dam, score: 586.259033, desc: Dutch actress, 6434 / 9131, 0.70\n",
+      "OK: Nicolle Wallace, score: 527.167236, desc: White House Communications Director, 6435 / 9131, 0.70\n",
+      "OK: Nicolás Burdisso, score: 517.581116, desc: Soccer player, 6436 / 9131, 0.70\n",
+      "OK: Nicolás Eyzaguirre, score: 366.753418, desc: Chilean economist, 6437 / 9131, 0.70\n",
+      "OK: Nicolás Maduro, score: 899.022827, desc: President of Venezuela, 6438 / 9131, 0.71\n",
+      "OK: Nicu Paleru, score: 389.640869, desc: Romanian musician, 6439 / 9131, 0.71\n",
+      "OK: Niels Schneider, score: 451.344299, desc: Canadian-French actor, 6440 / 9131, 0.71\n",
+      "OK: Nigahiga, score: 26.470041, desc: American comedian, 6441 / 9131, 0.71\n",
+      "OK: Nigel Adkins, score: 464.091248, desc: Soccer player, 6442 / 9131, 0.71\n",
+      "OK: Nigel John Taylor, score: 602.625427, desc: Musician, 6443 / 9131, 0.71\n",
+      "OK: Nigel Kennedy, score: 517.490967, desc: Violinist, 6444 / 9131, 0.71\n",
+      "OK: Nigel Marven, score: 446.488861, desc: British TV presenter, 6445 / 9131, 0.71\n",
+      "OK: Nigel de Jong, score: 727.242371, desc: Dutch soccer player, 6446 / 9131, 0.71\n",
+      "OK: Nigella Lawson, score: 620.71814, desc: Journalist, 6447 / 9131, 0.71\n",
+      "OK: Nihat Ergün, score: 358.501099, desc: Turkish Politician, 6448 / 9131, 0.71\n",
+      "OK: Nihat Özdemir, score: 384.874481, desc: Chairman of the Board of Limak Holding, 6449 / 9131, 0.71\n",
+      "OK: Nikhil Chinapa, score: 373.528198, desc: Music director, 6450 / 9131, 0.71\n",
+      "OK: Niki Belucci, score: 439.369354, desc: Hungarian DJ, 6451 / 9131, 0.71\n",
+      "OK: Nikita Dzhigurda, score: 437.37088, desc: Movie actor, 6452 / 9131, 0.71\n",
+      "OK: Nikita Thukral, score: 480.53656, desc: Indian film actress, 6453 / 9131, 0.71\n",
+      "OK: Nikita Willy, score: 483.825531, desc: Indonesian actress, 6454 / 9131, 0.71\n",
+      "OK: Nikka Costa, score: 514.367615, desc: American singer, 6455 / 9131, 0.71\n",
+      "OK: Nikki Gil, score: 447.641632, desc: Filipino singer, 6456 / 9131, 0.71\n",
+      "OK: Nikki Giovanni, score: 497.257294, desc: American poet, 6457 / 9131, 0.71\n",
+      "OK: Nikki Haley, score: 696.009155, desc: United States Ambassador to the United Nations, 6458 / 9131, 0.71\n",
+      "OK: Nikki Sixx, score: 642.270752, desc: American musician, 6459 / 9131, 0.71\n",
+      "OK: Nikki Yanofsky, score: 450.956146, desc: Singer, 6460 / 9131, 0.71\n",
+      "OK: Niklas Moisander, score: 458.438385, desc: Finnish soccer player, 6461 / 9131, 0.71\n",
+      "OK: Niko Bungert, score: 387.799133, desc: German soccer player, 6462 / 9131, 0.71\n",
+      "OK: Niko Kovač, score: 628.824951, desc: Soccer player, 6463 / 9131, 0.71\n",
+      "OK: Niko Kranjčar, score: 542.751709, desc: Soccer player, 6464 / 9131, 0.71\n",
+      "OK: Nikola Gruevski, score: 430.046783, desc: Former Prime Minister of Macedonia, 6465 / 9131, 0.71\n",
+      "OK: Nikola Karabatić, score: 550.174377, desc: Handball player, 6466 / 9131, 0.71\n",
+      "OK: Nikola Peković, score: 482.235504, desc: Basketball player, 6467 / 9131, 0.71\n",
+      "OK: Nikola Đurđić, score: 430.583466, desc: Serbian soccer player, 6468 / 9131, 0.71\n",
+      "OK: Nikola Žigić, score: 496.517975, desc: Soccer player, 6469 / 9131, 0.71\n",
+      "OK: Nikolai Valuev, score: 536.217896, desc: Russian Politician, 6470 / 9131, 0.71\n",
+      "OK: Nikolay Baskov, score: 511.047516, desc: Russian tenor, 6471 / 9131, 0.71\n",
+      "OK: Nikolina Pišek, score: 208.286179, desc: Croatian television presenter, 6472 / 9131, 0.71\n",
+      "OK: Nikos Aliagas, score: 484.836823, desc: French-Greek journalist, 6473 / 9131, 0.71\n",
+      "OK: Nilmar, score: 42.352173, desc: Brazilian soccer player, 6474 / 9131, 0.71\n",
+      "OK: Nils Petersen, score: 520.906067, desc: German soccer player, 6475 / 9131, 0.71\n",
+      "OK: Nimet Baş, score: 450.786987, desc: Turkish Politician, 6476 / 9131, 0.71\n",
+      "OK: Nina Badrić, score: 537.61499, desc: Croatian singer, 6477 / 9131, 0.71\n",
+      "OK: Nina Bott, score: 469.868744, desc: German actress, 6478 / 9131, 0.71\n",
+      "OK: Nina Eichinger, score: 390.278137, desc: German TV presenter, 6479 / 9131, 0.71\n",
+      "OK: Nina García, score: 464.98233, desc: Television actor, 6480 / 9131, 0.71\n",
+      "OK: Nina Gnädig, score: 157.409302, desc: Actress, 6481 / 9131, 0.71\n",
+      "OK: Nina Seničar, score: 460.561554, desc: Serbian actress, 6482 / 9131, 0.71\n",
+      "OK: Nina Watson, score: 67.746674, desc: Event, 6483 / 9131, 0.71\n",
+      "OK: Nino Frassica, score: 461.198212, desc: Italian actor, 6484 / 9131, 0.71\n",
+      "OK: Nioosha Zeighami, score: , desc: , 6485 / 9131, 0.71\n",
+      "OK: Nirina Zubir, score: 412.797546, desc: Indonesian movie actress, 6486 / 9131, 0.71\n",
+      "OK: Nirupama Rao, score: 393.593018, desc: Indian ambassador, 6487 / 9131, 0.71\n",
+      "OK: Nita Lowey, score: 517.138672, desc: U.S. Representative, 6488 / 9131, 0.71\n",
+      "OK: Nithya Menen, score: 582.666382, desc: Indian film actress, 6489 / 9131, 0.71\n",
+      "OK: Nithyasree Mahadevan, score: 480.51355, desc: Musician, 6490 / 9131, 0.71\n",
+      "OK: Nitin Gadkari, score: 614.715881, desc: Minister of Road Transport and Highways of India, 6491 / 9131, 0.71\n",
+      "OK: Nitish Kumar, score: 595.210938, desc: Chief Minister of Bihar, 6492 / 9131, 0.71\n",
+      "OK: Nivin Pauly, score: 545.233826, desc: Indian film actor, 6493 / 9131, 0.71\n",
+      "OK: Niña Pastori, score: 517.760925, desc: Spanish singer, 6494 / 9131, 0.71\n",
+      "OK: No Min-woo, score: 505.372437, desc: South Korean actor, 6495 / 9131, 0.71\n",
+      "OK: Noah Huntley, score: 412.359955, desc: Actor, 6496 / 9131, 0.71\n",
+      "OK: Noah Wyle, score: 544.872498, desc: American film actor, 6497 / 9131, 0.71\n",
+      "OK: Nobu Matsuhisa, score: 459.508759, desc: Japanese chef, 6498 / 9131, 0.71\n",
+      "OK: Noel Edmonds, score: 535.398132, desc: Television presenter, 6499 / 9131, 0.71\n",
+      "OK: Noel Fisher, score: 534.603455, desc: Canadian actor, 6500 / 9131, 0.71\n",
+      "OK: Noel Gallagher, score: 667.833679, desc: Singer, 6501 / 9131, 0.71\n",
+      "OK: Noel Schajris, score: 450.625793, desc: Argentine-Mexican singer-songwriter, 6502 / 9131, 0.71\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Noelle Pikus-Pace, score: 509.282288, desc: American skeleton racer, 6503 / 9131, 0.71\n",
+      "OK: Noelle Reno, score: 385.131744, desc: American fashion entrepreneur, 6504 / 9131, 0.71\n",
+      "OK: Nolan Roux, score: 475.748444, desc: French soccer player, 6505 / 9131, 0.71\n",
+      "OK: Nolito, score: 43.616234, desc: Spanish soccer player, 6506 / 9131, 0.71\n",
+      "OK: Nolwenn Leroy, score: 594.312195, desc: French singer-songwriter, 6507 / 9131, 0.71\n",
+      "OK: Nomar Garciaparra, score: 568.441162, desc: American baseball player, 6508 / 9131, 0.71\n",
+      "OK: Nona Gaye, score: 493.723694, desc: American singer, 6509 / 9131, 0.71\n",
+      "OK: Nonami Takizawa, score: 439.445374, desc: Japanese gravure idol, 6510 / 9131, 0.71\n",
+      "OK: Nonito Donaire, score: 547.959595, desc: American-Filipino professional boxer, 6511 / 9131, 0.71\n",
+      "OK: Nora Berra, score: 327.04776, desc: Politician, 6512 / 9131, 0.71\n",
+      "OK: Nora Danish, score: 440.391479, desc: Malaysian actress, 6513 / 9131, 0.71\n",
+      "OK: Nora Foss al-Jabri, score: 539.529541, desc: Norwegian singer, 6514 / 9131, 0.71\n",
+      "OK: Nora Salinas, score: 443.106842, desc: Mexican actress, 6515 / 9131, 0.71\n",
+      "OK: Norah ODonnell, score: 101.527107, desc: American journalist, 6516 / 9131, 0.71\n",
+      "OK: Norbert Blüm, score: 437.634796, desc: German Politician, 6517 / 9131, 0.71\n",
+      "OK: Norbert Lammert, score: 454.657776, desc: Former President of the Bundestag, 6518 / 9131, 0.71\n",
+      "OK: Nori Aoki, score: 525.296265, desc: Baseball outfielder, 6519 / 9131, 0.71\n",
+      "OK: Nouri al-Maliki, score: 812.743408, desc: Former Prime Minister of Iraq, 6520 / 9131, 0.71\n",
+      "OK: Nouriel Roubini, score: 472.249573, desc: Economist, 6521 / 9131, 0.71\n",
+      "OK: Nova Eliza, score: 347.480438, desc: Indonesian actress, 6522 / 9131, 0.71\n",
+      "OK: Nova Meierhenrich, score: 404.055328, desc: German television presenter, 6523 / 9131, 0.71\n",
+      "OK: Nozomi Sasaki, score: 582.95343, desc: Model, 6524 / 9131, 0.71\n",
+      "OK: Numan Kurtulmuş, score: 477.505219, desc: Turkish Politician, 6525 / 9131, 0.71\n",
+      "OK: Nuno Bettencourt, score: 519.264771, desc: American-Portuguese guitarist, 6526 / 9131, 0.71\n",
+      "OK: Nursel Köse, score: 429.434326, desc: Actress, 6527 / 9131, 0.71\n",
+      "OK: Nurul Izzah Anwar, score: 671.337158, desc: Member of the Dewan Rakyat, 6528 / 9131, 0.71\n",
+      "OK: Nushrat Bharucha, score: 482.609497, desc: Indian film actress, 6529 / 9131, 0.72\n",
+      "OK: Nyusha, score: 46.055313, desc: Russian singer-songwriter, 6530 / 9131, 0.72\n",
+      "OK: Néstor Kirchner, score: 579.545837, desc: Former President of Argentina, 6531 / 9131, 0.72\n",
+      "OK: Nívea Soares, score: 447.102692, desc: Brazilian singer, 6532 / 9131, 0.72\n",
+      "OK: Núria Espert, score: 416.424744, desc: Theatre actress, 6533 / 9131, 0.72\n",
+      "OK: Nükhet Duru, score: 436.111572, desc: Turkish singer, 6534 / 9131, 0.72\n",
+      "OK: OJ Mayo, score: 217.725388, desc: American basketball player, 6535 / 9131, 0.72\n",
+      "OK: Obina, score: 35.796398, desc: Soccer striker, 6536 / 9131, 0.72\n",
+      "OK: Odilo Scherer, score: 404.357666, desc: Chancellor of the Pontifical Catholic University of São Paulo, 6537 / 9131, 0.72\n",
+      "OK: Oh Ji-young, score: 379.756775, desc: South Korean volleyball player, 6538 / 9131, 0.72\n",
+      "OK: Oh Yoon-ah, score: 599.572388, desc: South Korean actress, 6539 / 9131, 0.72\n",
+      "OK: Ok-bin Kim, score: 315.288574, desc: South Korean actress, 6540 / 9131, 0.72\n",
+      "OK: Okan Bayülgen, score: 468.493286, desc: Turkish actor, 6541 / 9131, 0.72\n",
+      "OK: Okan Buruk, score: 476.379059, desc: Turkish soccer player, 6542 / 9131, 0.72\n",
+      "OK: Okan Yalabık, score: 458.110992, desc: Turkish actor, 6543 / 9131, 0.72\n",
+      "OK: Oksana Baiul, score: 511.27002, desc: Ukrainian figure skater, 6544 / 9131, 0.72\n",
+      "OK: Oksana Grigorieva, score: 452.924622, desc: Russian singer-songwriter, 6545 / 9131, 0.72\n",
+      "OK: Ol Dirty Bastard, score: 816.025879, desc: American rapper, 6546 / 9131, 0.72\n",
+      "OK: Ola Salo, score: 444.399658, desc: Swedish vocalist, 6547 / 9131, 0.72\n",
+      "OK: Ola Toivonen, score: 575.712158, desc: Swedish soccer player, 6548 / 9131, 0.72\n",
+      "OK: Olaf Scholz, score: 517.376709, desc: Federal Minister of Germany for Finance, 6549 / 9131, 0.72\n",
+      "OK: Olcan Adın, score: 439.082275, desc: Turkish soccer player, 6550 / 9131, 0.72\n",
+      "HTTP Error 503: Service Unavailable Olcay Şahan\n",
+      "OK: Olcay Şahan, score: 473.680542, desc: Soccer player, 6551 / 9131, 0.72\n",
+      "OK: Ole Einar Bjørndalen, score: 793.013489, desc: Norwegian biathlete, 6552 / 9131, 0.72\n",
+      "OK: Ole Gunnar Solskjær, score: 748.934937, desc: Norwegian football manager, 6553 / 9131, 0.72\n",
+      "OK: Ole Nydahl, score: 492.006378, desc: Danish author, 6554 / 9131, 0.72\n",
+      "OK: Oleg Deripaska, score: 516.090881, desc: President of Rusal, 6555 / 9131, 0.72\n",
+      "OK: Oleg Menshikov, score: 493.526459, desc: Actor, 6556 / 9131, 0.72\n",
+      "OK: Oleg Znarok, score: 424.552582, desc: German-Soviet ice hockey player, 6557 / 9131, 0.72\n",
+      "OK: Olga Fatkulina, score: 383.822083, desc: Russian speed skater, 6558 / 9131, 0.72\n",
+      "OK: Olga Frycz, score: 432.930756, desc: Polish film actress, 6559 / 9131, 0.72\n",
+      "OK: Olga Jackowska, score: 592.190369, desc: Polish vocalist, 6560 / 9131, 0.72\n",
+      "OK: Olga Rajecka, score: 359.249084, desc: Singer, 6561 / 9131, 0.72\n",
+      "OK: Olga Rypakova, score: 423.609253, desc: Track and field athlete, 6562 / 9131, 0.72\n",
+      "OK: Olga Tokarczuk, score: 477.545197, desc: Polish writer, 6563 / 9131, 0.72\n",
+      "OK: Oliver Berben, score: 368.927246, desc: Film producer, 6564 / 9131, 0.72\n",
+      "OK: Oliver Bierhoff, score: 581.510986, desc: Soccer player, 6565 / 9131, 0.72\n",
+      "OK: Oliver Dragojević, score: 639.313477, desc: Croatian recording artist, 6566 / 9131, 0.72\n",
+      "OK: Oliver Stone, score: 689.095825, desc: American writer, 6567 / 9131, 0.72\n",
+      "OK: Oliver Welke, score: 436.041748, desc: German television presenter, 6568 / 9131, 0.72\n",
+      "OK: Olivia Hussey, score: 580.479553, desc: Argentine-British actress, 6569 / 9131, 0.72\n",
+      "OK: Olivia Ruiz, score: 480.079102, desc: French singer, 6570 / 9131, 0.72\n",
+      "OK: Olivier Deschacht, score: 440.850464, desc: Belgian soccer player, 6571 / 9131, 0.72\n",
+      "OK: Olivier Giroud, score: 757.025635, desc: French soccer player, 6572 / 9131, 0.72\n",
+      "OK: Olivier Theyskens, score: 363.5, desc: Fashion designer, 6573 / 9131, 0.72\n",
+      "OK: Olivier Zahm, score: 363.258423, desc: French editor, 6574 / 9131, 0.72\n",
+      "OK: Olli Rehn, score: 415.382721, desc: Finnish Politician, 6575 / 9131, 0.72\n",
+      "OK: Olly Murs, score: 661.275757, desc: Singer-songwriter, 6576 / 9131, 0.72\n",
+      "OK: Olof Mellberg, score: 515.465454, desc: Swedish soccer player, 6577 / 9131, 0.72\n",
+      "OK: Oluchi Onweagba, score: 489.956268, desc: Nigerian model, 6578 / 9131, 0.72\n",
+      "OK: Omar Abdullah, score: 471.802612, desc: Former Chief Minister of Jammu and Kashmir, 6579 / 9131, 0.72\n",
+      "OK: Omar Asad, score: 399.241516, desc: Argentine football manager, 6580 / 9131, 0.72\n",
+      "OK: Omar Bravo, score: 502.654816, desc: Mexican soccer player, 6581 / 9131, 0.72\n",
+      "OK: Omar Chabán, score: 354.257477, desc: Argentine impresario, 6582 / 9131, 0.72\n",
+      "OK: Omar Labruna, score: 382.861908, desc: Argentine soccer player, 6583 / 9131, 0.72\n",
+      "OK: Omar Sy, score: 598.182739, desc: French actor, 6584 / 9131, 0.72\n",
+      "OK: Omarosa Manigault, score: 639.906067, desc: American writer, 6585 / 9131, 0.72\n",
+      "OK: Omid Djalili, score: 505.022827, desc: Stand-up comedian, 6586 / 9131, 0.72\n",
+      "OK: Omri Casspi, score: 497.820587, desc: Israeli basketball player, 6587 / 9131, 0.72\n",
+      "OK: Ondřej Sokol, score: 424.376556, desc: Czech director, 6588 / 9131, 0.72\n",
+      "OK: Ondřej Vetchý, score: 428.515381, desc: Actor, 6589 / 9131, 0.72\n",
+      "OK: Onew, score: 44.529919, desc: South Korean singer, 6590 / 9131, 0.72\n",
+      "OK: Onur Kıvrak, score: 445.155182, desc: Turkish soccer player, 6591 / 9131, 0.72\n",
+      "OK: Ophélie Winter, score: 516.939453, desc: Singer, 6592 / 9131, 0.72\n",
+      "OK: Oprah Winfrey, score: 777.424988, desc: American executive, 6593 / 9131, 0.72\n",
+      "OK: Orhan Gencebay, score: 575.655334, desc: Turkish musician, 6594 / 9131, 0.72\n",
+      "OK: Orhan Pamuk, score: 580.787903, desc: Turkish novelist, 6595 / 9131, 0.72\n",
+      "OK: Oriol Romeu, score: 491.540009, desc: Spanish soccer player, 6596 / 9131, 0.72\n",
+      "OK: Orlando Bloom, score: 685.704956, desc: Actor, 6597 / 9131, 0.72\n",
+      "OK: Ornella Muti, score: 605.370789, desc: Italian actress, 6598 / 9131, 0.72\n",
+      "OK: Ornella Vanoni, score: 566.215698, desc: Singer, 6599 / 9131, 0.72\n",
+      "OK: Osamu Mukai, score: 526.560486, desc: Japanese actor, 6600 / 9131, 0.72\n",
+      "OK: Oscar De La Hoya, score: 1354.847534, desc: Professional boxer, 6601 / 9131, 0.72\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Oscar Hiljemark, score: 505.41098, desc: Swedish soccer player, 6602 / 9131, 0.72\n",
+      "OK: Oskar Freysinger, score: 382.423676, desc: Swiss Politician, 6603 / 9131, 0.72\n",
+      "OK: Osman Baydemir, score: 397.157318, desc: Politician, 6604 / 9131, 0.72\n",
+      "OK: Osman Nuri Topbaş, score: 616.090027, desc: Turkish author, 6605 / 9131, 0.72\n",
+      "OK: Oswaldo de Oliveira, score: 727.920532, desc: Brazilian football manager, 6606 / 9131, 0.72\n",
+      "OK: Ottfried Fischer, score: 453.09967, desc: German actor, 6607 / 9131, 0.72\n",
+      "OK: Otto Pérez Molina, score: 649.557556, desc: Former President of Guatemala, 6608 / 9131, 0.72\n",
+      "OK: Otto Rehhagel, score: 561.774841, desc: Football coach, 6609 / 9131, 0.72\n",
+      "OK: Otto Sander, score: 440.793762, desc: German film actor, 6610 / 9131, 0.72\n",
+      "OK: Otylia Jędrzejczak, score: 477.217621, desc: Polish swimmer, 6611 / 9131, 0.72\n",
+      "OK: Oussama Assaidi, score: 486.644165, desc: Soccer player, 6612 / 9131, 0.72\n",
+      "OK: Oviya, score: 41.635986, desc: Indian model, 6613 / 9131, 0.72\n",
+      "OK: Owen Farrell, score: 520.1427, desc: Rugby player, 6614 / 9131, 0.72\n",
+      "OK: Owen Hargreaves, score: 524.338196, desc: Soccer player, 6615 / 9131, 0.72\n",
+      "OK: Owen Hart, score: 723.149414, desc: Canadian professional wrestler, 6616 / 9131, 0.72\n",
+      "OK: Owen Wilson, score: 674.587219, desc: American actor, 6617 / 9131, 0.72\n",
+      "OK: Owodog, score: 33.332966, desc: Taiwanese entertainer, 6618 / 9131, 0.72\n",
+      "OK: Ozan Doğulu, score: 384.999603, desc: Kenan Doğulu's brother, 6619 / 9131, 0.72\n",
+      "OK: Ozwald Boateng, score: 423.329041, desc: British fashion designer, 6620 / 9131, 0.73\n",
+      "OK: Ozzy Osbourne, score: 990.549316, desc: Vocalist, 6621 / 9131, 0.73\n",
+      "OK: P!nk, score: 1014.316833, desc: American singer-songwriter, 6622 / 9131, 0.73\n",
+      "OK: P. Chidambaram, score: 640.12854, desc: Indian politician, 6623 / 9131, 0.73\n",
+      "OK: PT Usha, score: 213.887726, desc: Indian track and field athlete, 6624 / 9131, 0.73\n",
+      "OK: PV Sindhu, score: 301.203491, desc: Indian badminton player, 6625 / 9131, 0.73\n",
+      "OK: Paavo Väyrynen, score: 453.315155, desc: Finnish Politician, 6626 / 9131, 0.73\n",
+      "OK: Pablo Aimar, score: 553.648987, desc: Argentine soccer player, 6627 / 9131, 0.73\n",
+      "OK: Pablo Barrera, score: 471.209747, desc: Mexican soccer player, 6628 / 9131, 0.73\n",
+      "OK: Pablo Bengoechea, score: 448.198822, desc: Uruguayan soccer player, 6629 / 9131, 0.73\n",
+      "OK: Pablo Echarri, score: 444.687378, desc: Argentine actor, 6630 / 9131, 0.73\n",
+      "OK: Pablo Holman, score: 356.555695, desc: Chilean musician, 6631 / 9131, 0.73\n",
+      "OK: Pablo Motos, score: 455.211823, desc: Spanish television show host, 6632 / 9131, 0.73\n",
+      "OK: Pablo Prigioni, score: 452.504028, desc: Basketball coach, 6633 / 9131, 0.73\n",
+      "OK: Pablo Puyol, score: 465.276459, desc: Spanish actor, 6634 / 9131, 0.73\n",
+      "OK: Pablo Rago, score: 433.195374, desc: Argentine actor, 6635 / 9131, 0.73\n",
+      "OK: Pablo Trapero, score: 448.265411, desc: Argentine film producer, 6636 / 9131, 0.73\n",
+      "OK: Pace Wu, score: 445.041779, desc: Taiwanese model, 6637 / 9131, 0.73\n",
+      "OK: Paco Alcácer, score: 605.504639, desc: Spanish soccer player, 6638 / 9131, 0.73\n",
+      "OK: Paco Herrera, score: 480.337708, desc: Spanish soccer player, 6639 / 9131, 0.73\n",
+      "OK: Paco de Lucía, score: 947.33844, desc: Spanish guitarist, 6640 / 9131, 0.73\n",
+      "OK: Paddy Barnes, score: 478.498383, desc: Boxer, 6641 / 9131, 0.73\n",
+      "OK: Pae Tal-jun, score: 242.000427, desc: North Korean Politician, 6642 / 9131, 0.73\n",
+      "OK: Paige Chua, score: 414.535034, desc: Actress, 6643 / 9131, 0.73\n",
+      "OK: Paige Hurd, score: 466.065399, desc: American actress, 6644 / 9131, 0.73\n",
+      "OK: Pallavi Subhash, score: 445.187012, desc: Indian film actress, 6645 / 9131, 0.73\n",
+      "OK: Palya Bea, score: 225.979492, desc: Hungarian singer, 6646 / 9131, 0.73\n",
+      "HTTP Error 503: Service Unavailable Pam Bondi\n",
+      "OK: Pam Bondi, score: 511.393646, desc: Florida Attorney General, 6647 / 9131, 0.73\n",
+      "OK: Pam St. Clement, score: 586.090149, desc: Actress, 6648 / 9131, 0.73\n",
+      "OK: Pamela Bach, score: 470.264252, desc: American actress, 6649 / 9131, 0.73\n",
+      "OK: Pamela Ramljak, score: 334.662933, desc: Musician, 6650 / 9131, 0.73\n",
+      "OK: Pan Xiaoting, score: 413.587799, desc: Player, 6651 / 9131, 0.73\n",
+      "OK: Panchi Bora, score: 389.53479, desc: Indian television actress, 6652 / 9131, 0.73\n",
+      "OK: Pankaj Advani, score: 486.839966, desc: Indian billiards player, 6653 / 9131, 0.73\n",
+      "OK: Paola Barale, score: 420.491943, desc: Italian TV actress, 6654 / 9131, 0.73\n",
+      "OK: Paola Espinosa, score: 478.797852, desc: Athlete, 6655 / 9131, 0.73\n",
+      "OK: Paola Iezzi, score: 342.374237, desc: Singer-songwriter, 6656 / 9131, 0.73\n",
+      "OK: Paola Minaccioni, score: 404.916595, desc: Italian actress, 6657 / 9131, 0.73\n",
+      "OK: Paola Turbay, score: 445.021545, desc: American-Colombian actress, 6658 / 9131, 0.73\n",
+      "OK: Paoli Dam, score: 504.623596, desc: Indian actress, 6659 / 9131, 0.73\n",
+      "OK: Paolo Bonolis, score: 481.310547, desc: Italian television host, 6660 / 9131, 0.73\n",
+      "OK: Paolo Fresu, score: 461.552826, desc: Italian jazz trumpeter, 6661 / 9131, 0.73\n",
+      "OK: Paolo Goltz, score: 432.853485, desc: Argentine soccer player, 6662 / 9131, 0.73\n",
+      "OK: Paolo Guerrero, score: 706.886536, desc: Peruvian soccer player, 6663 / 9131, 0.73\n",
+      "OK: Paolo Maldini, score: 715.740784, desc: Italian soccer player, 6664 / 9131, 0.73\n",
+      "OK: Paolo Nutini, score: 567.141235, desc: Singer-songwriter, 6665 / 9131, 0.73\n",
+      "OK: Paolo Roberto, score: 438.994904, desc: Swedish boxer, 6666 / 9131, 0.73\n",
+      "OK: Paolo Ruffini, score: 424.402344, desc: Italian mathematician, 6667 / 9131, 0.73\n",
+      "OK: Paolo Scaroni, score: 453.866638, desc: Italian businessman, 6668 / 9131, 0.73\n",
+      "OK: Papiss Cissé, score: 535.558716, desc: Senegalese soccer player, 6669 / 9131, 0.73\n",
+      "OK: Paquita la del Barrio, score: 887.518921, desc: Mexican singer, 6670 / 9131, 0.73\n",
+      "OK: Paras Khadka, score: 434.332581, desc: Nepalese cricketer, 6671 / 9131, 0.73\n",
+      "OK: Paris Jackson, score: 634.393188, desc: American actress, 6672 / 9131, 0.73\n",
+      "OK: Park Bo-young, score: 820.286377, desc: South Korean actress, 6673 / 9131, 0.73\n",
+      "OK: Park Chu-young, score: 719.056458, desc: South Korean soccer player, 6674 / 9131, 0.73\n",
+      "OK: Park Eun-hye, score: 671.644226, desc: South Korean singer, 6675 / 9131, 0.73\n",
+      "OK: Park Jae-sang, score: 1007.147522, desc: South Korean singer, 6676 / 9131, 0.73\n",
+      "OK: Park Ji-yeon, score: 771.612671, desc: South Korean singer, 6677 / 9131, 0.73\n",
+      "OK: Park Ji-yoon, score: 643.62915, desc: South Korean singer, 6678 / 9131, 0.73\n",
+      "OK: Park Jung-min, score: 723.811157, desc: South Korean singer, 6679 / 9131, 0.73\n",
+      "OK: Park Si-yeon, score: 657.228271, desc: South Korean actress, 6680 / 9131, 0.73\n",
+      "OK: Park Yong-Ha, score: 662.128174, desc: South Korean actor, 6681 / 9131, 0.73\n",
+      "OK: Parminder Nagra, score: 522.265991, desc: Film actress, 6682 / 9131, 0.73\n",
+      "OK: Parvati Melton, score: 401.596436, desc: Actress, 6683 / 9131, 0.73\n",
+      "OK: Pascal Hens, score: 392.780396, desc: German handball player, 6684 / 9131, 0.73\n",
+      "OK: Pascal Lamy, score: 442.098511, desc: French political consultant, 6685 / 9131, 0.73\n",
+      "OK: Pascal Martinot-Lagarde, score: 629.405579, desc: French athlete, 6686 / 9131, 0.73\n",
+      "OK: Pascal Papé, score: 399.916534, desc: Rugby union lock, 6687 / 9131, 0.73\n",
+      "OK: Pastor Maldonado, score: 522.901489, desc: Venezuelan racing driver, 6688 / 9131, 0.73\n",
+      "OK: Pat Buchanan, score: 684.104614, desc: Former Assistant to the President for Communications, 6689 / 9131, 0.73\n",
+      "OK: Pat Cash, score: 544.671387, desc: Australian tennis player, 6690 / 9131, 0.73\n",
+      "OK: Pat Fry, score: 449.248322, desc: , 6691 / 9131, 0.73\n",
+      "OK: Pat McCrory, score: 455.373047, desc: Former Governor of North Carolina, 6692 / 9131, 0.73\n",
+      "OK: Pat McQuaid, score: 318.287476, desc: Irish cyclist, 6693 / 9131, 0.73\n",
+      "OK: Pat Summitt, score: 585.080139, desc: American basketball coach, 6694 / 9131, 0.73\n",
+      "OK: Pat Toomey, score: 572.001038, desc: United States Senator, 6695 / 9131, 0.73\n",
+      "OK: Patina Miller, score: 475.289215, desc: American actress, 6696 / 9131, 0.73\n",
+      "OK: Patrice Bergeron, score: 529.686401, desc: Ice hockey centre, 6697 / 9131, 0.73\n",
+      "OK: Patrice Bouédibéla, score: 343.562775, desc: German television presenter, 6698 / 9131, 0.73\n",
+      "OK: Patrice Motsepe, score: 443.194305, desc: Non-Executive Chairman of Harmony Gold, 6699 / 9131, 0.73\n",
+      "OK: Patrice Rio, score: 341.552307, desc: French soccer player, 6700 / 9131, 0.73\n",
+      "OK: Patricia Conde, score: 491.193512, desc: Spanish actress, 6701 / 9131, 0.73\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Patricia Manterola, score: 494.333313, desc: Mexican singer, 6702 / 9131, 0.73\n",
+      "OK: Patricia Mayr-Achleitner, score: 449.390625, desc: Austrian tennis player, 6703 / 9131, 0.73\n",
+      "OK: Patricia Navidad, score: 479.241119, desc: Mexican actress, 6704 / 9131, 0.73\n",
+      "OK: Patricia Velásquez, score: 570.429565, desc: Actress, 6705 / 9131, 0.73\n",
+      "OK: Patricia van der Vliet, score: 579.107056, desc: Dutch model, 6706 / 9131, 0.73\n",
+      "OK: Patrick Chan, score: 576.844666, desc: Canadian figure skater, 6707 / 9131, 0.73\n",
+      "OK: Patrick Ebert, score: 443.064331, desc: German soccer player, 6708 / 9131, 0.73\n",
+      "OK: Patrick Fabian, score: 509.073212, desc: American actor, 6709 / 9131, 0.73\n",
+      "OK: Patrick Fiori, score: 551.282227, desc: French singer, 6710 / 9131, 0.73\n",
+      "OK: Patrick Harris, score: 586.845093, desc: American actor, 6711 / 9131, 0.73\n",
+      "OK: Patrick Helmes, score: 435.419922, desc: Soccer player, 6712 / 9131, 0.74\n",
+      "OK: Patrick J. Adams, score: 774.538513, desc: Canadian actor, 6713 / 9131, 0.74\n",
+      "OK: Patrick Juvet, score: 501.780823, desc: Model, 6714 / 9131, 0.74\n",
+      "OK: Patrick Lindner, score: 440.672729, desc: German singer, 6715 / 9131, 0.74\n",
+      "OK: Patrick Monahan, score: 480.530212, desc: American singer-songwriter, 6716 / 9131, 0.74\n",
+      "OK: Patrick Nuo, score: 420.826691, desc: Swiss actor, 6717 / 9131, 0.74\n",
+      "OK: Patrick Sharp, score: 472.551361, desc: Canadian ice hockey player, 6718 / 9131, 0.74\n",
+      "OK: Patrick Timsit, score: 447.258636, desc: Comedian, 6719 / 9131, 0.74\n",
+      "OK: Patrick Vieira, score: 673.158813, desc: Football coach, 6720 / 9131, 0.74\n",
+      "OK: Patrick Warburton, score: 595.044861, desc: American actor, 6721 / 9131, 0.74\n",
+      "OK: Patrik Antonius, score: 442.631866, desc: Finnish tennis player, 6722 / 9131, 0.74\n",
+      "OK: Patrika Darbo, score: 408.524261, desc: American actress, 6723 / 9131, 0.74\n",
+      "OK: Patrizia Pellegrino, score: 383.098694, desc: Italian actress, 6724 / 9131, 0.74\n",
+      "OK: Patrycja Markowska, score: 478.046814, desc: Polish singer, 6725 / 9131, 0.74\n",
+      "OK: Patrícia Pillar, score: 570.968201, desc: Brazilian television actress, 6726 / 9131, 0.74\n",
+      "OK: Patsy Kensit, score: 601.15387, desc: Actress, 6727 / 9131, 0.74\n",
+      "OK: Patti LaBelle, score: 918.515442, desc: Singing group, 6728 / 9131, 0.74\n",
+      "OK: Patty Mills, score: 545.736938, desc: Australian basketball player, 6729 / 9131, 0.74\n",
+      "OK: Patty Pravo, score: 602.473999, desc: Italian singer, 6730 / 9131, 0.74\n",
+      "OK: Paty Cantú, score: 543.681519, desc: Singer, 6731 / 9131, 0.74\n",
+      "OK: Pau Gasol, score: 673.5802, desc: Spanish basketball player, 6732 / 9131, 0.74\n",
+      "OK: Paul Aguilar, score: 490.502594, desc: Mexican soccer player, 6733 / 9131, 0.74\n",
+      "OK: Paul Baysse, score: 437.478943, desc: French soccer player, 6734 / 9131, 0.74\n",
+      "OK: Paul Collingwood, score: 509.399963, desc: Cricketer, 6735 / 9131, 0.74\n",
+      "OK: Paul DiAnno, score: 256.093384, desc: Singer, 6736 / 9131, 0.74\n",
+      "OK: Paul DiGiovanni, score: 272.746765, desc: American musician, 6737 / 9131, 0.74\n",
+      "OK: Paul Dickov, score: 438.565552, desc: Soccer player, 6738 / 9131, 0.74\n",
+      "OK: Paul Gallen, score: 505.451752, desc: Australian rugby player, 6739 / 9131, 0.74\n",
+      "OK: Paul Greengrass, score: 513.852417, desc: Film director, 6740 / 9131, 0.74\n",
+      "OK: Paul Ince, score: 563.174194, desc: Football manager, 6741 / 9131, 0.74\n",
+      "OK: Paul Lambert, score: 527.262634, desc: Football manager, 6742 / 9131, 0.74\n",
+      "OK: Paul Lawrie, score: 471.059662, desc: Scottish golfer, 6743 / 9131, 0.74\n",
+      "OK: Paul Le Guen, score: 687.996155, desc: French football manager, 6744 / 9131, 0.74\n",
+      "OK: Paul Magnette, score: 400.227081, desc: Belgian Politician, 6745 / 9131, 0.74\n",
+      "OK: Paul McCartney, score: 1522.431641, desc: Singer-songwriter, 6746 / 9131, 0.74\n",
+      "OK: Paul McGinley, score: 444.97348, desc: Irish professional golfer, 6747 / 9131, 0.74\n",
+      "OK: Paul Millsap, score: 517.300476, desc: American basketball player, 6748 / 9131, 0.74\n",
+      "OK: Paul Panzer, score: 273.82309, desc: American-German film actor, 6749 / 9131, 0.74\n",
+      "OK: Paul Potts, score: 565.636292, desc: British tenor, 6750 / 9131, 0.74\n",
+      "OK: Paul Rodgers, score: 585.281189, desc: Singer-songwriter, 6751 / 9131, 0.74\n",
+      "OK: Paul Roos, score: 544.735229, desc: Australian rules footballer, 6752 / 9131, 0.74\n",
+      "OK: Paul Scharner, score: 423.102081, desc: Austrian soccer player, 6753 / 9131, 0.74\n",
+      "OK: Paul Scholes, score: 624.055603, desc: Soccer player, 6754 / 9131, 0.74\n",
+      "OK: Paul Shaffer, score: 515.364868, desc: Singer, 6755 / 9131, 0.74\n",
+      "OK: Paul Thomas Anderson, score: 845.273987, desc: American filmmaker, 6756 / 9131, 0.74\n",
+      "OK: Paul Tisdale, score: 443.73819, desc: Football manager, 6757 / 9131, 0.74\n",
+      "OK: Paul Waaktaar-Savoy, score: 619.758423, desc: Musician, 6758 / 9131, 0.74\n",
+      "OK: Paul Westerberg, score: 491.598053, desc: American musician, 6759 / 9131, 0.74\n",
+      "OK: Paula Abdul, score: 678.312866, desc: Dancer, 6760 / 9131, 0.74\n",
+      "OK: Paula DeAnda, score: 470.786041, desc: American singer-songwriter, 6761 / 9131, 0.74\n",
+      "OK: Paula Deen, score: 569.180542, desc: American chef, 6762 / 9131, 0.74\n",
+      "OK: Paula Garcés, score: 481.042206, desc: American-Colombian film actress, 6763 / 9131, 0.74\n",
+      "OK: Paula Kania, score: 436.062775, desc: Polish tennis player, 6764 / 9131, 0.74\n",
+      "OK: Paula Patton, score: 623.689026, desc: American actress, 6765 / 9131, 0.74\n",
+      "HTTP Error 503: Service Unavailable Paula Poundstone\n",
+      "OK: Paula Poundstone, score: 470.682068, desc: American stand-up comedian, 6766 / 9131, 0.74\n",
+      "OK: Paula Risikko, score: 385.805084, desc: Finnish Politician, 6767 / 9131, 0.74\n",
+      "OK: Paula Zahn, score: 488.236572, desc: American journalist, 6768 / 9131, 0.74\n",
+      "OK: Paulie Malignaggi, score: 467.121002, desc: Professional boxer, 6769 / 9131, 0.74\n",
+      "OK: Paulina Gretzky, score: 540.1875, desc: American model, 6770 / 9131, 0.74\n",
+      "OK: Pauline Ducruet, score: 470.412842, desc: , 6771 / 9131, 0.74\n",
+      "OK: Pauline Hanson, score: 535.320129, desc: Australian Senator, 6772 / 9131, 0.74\n",
+      "OK: Pauline Marois, score: 467.097076, desc: Political leader, 6773 / 9131, 0.74\n",
+      "OK: Pauline Nordin, score: 349.766022, desc: , 6774 / 9131, 0.74\n",
+      "OK: Paulinho, score: 52.490044, desc: Brazilian soccer player, 6775 / 9131, 0.74\n",
+      "OK: Paulo Avelino, score: 518.480103, desc: Filipino actor, 6776 / 9131, 0.74\n",
+      "OK: Paulo Bento, score: 542.275085, desc: Portuguese soccer player, 6777 / 9131, 0.74\n",
+      "OK: Paulo Paim, score: 413.175476, desc: Brazilian senator, 6778 / 9131, 0.74\n",
+      "OK: Pauly D, score: 599.779236, desc: American television personality, 6779 / 9131, 0.74\n",
+      "OK: Pavel Bobek, score: 428.788025, desc: Singer, 6780 / 9131, 0.74\n",
+      "OK: Pavel Bém, score: 366.052826, desc: Czech physician, 6781 / 9131, 0.74\n",
+      "OK: Pavel Horváth, score: 436.911194, desc: Soccer player, 6782 / 9131, 0.74\n",
+      "OK: Pavel Nedvěd, score: 698.007751, desc: Czech soccer player, 6783 / 9131, 0.74\n",
+      "OK: Pavel Vrba, score: 405.489014, desc: Football manager, 6784 / 9131, 0.74\n",
+      "OK: Pavol Habera, score: 404.458893, desc: Slovak musician, 6785 / 9131, 0.74\n",
+      "OK: Pawan Kumar Bansal, score: 457.95639, desc: Indian Politician, 6786 / 9131, 0.74\n",
+      "OK: Paweł Deląg, score: 446.867462, desc: Polish actor, 6787 / 9131, 0.74\n",
+      "OK: Paweł Kowal, score: 375.521729, desc: Polish Politician, 6788 / 9131, 0.74\n",
+      "OK: Paweł Nastula, score: 447.842468, desc: Polish judoka, 6789 / 9131, 0.74\n",
+      "OK: Paweł Pawlikowski, score: 533.417114, desc: Polish filmmaker, 6790 / 9131, 0.74\n",
+      "OK: Payal Ghosh, score: 370.110413, desc: Indian actress, 6791 / 9131, 0.74\n",
+      "OK: Paz Bascuñán, score: 442.535583, desc: Chilean theatre actress, 6792 / 9131, 0.74\n",
+      "OK: Paz Padilla, score: 448.889801, desc: Spanish comedian, 6793 / 9131, 0.74\n",
+      "OK: Paz Vega, score: 578.42627, desc: Spanish actress, 6794 / 9131, 0.74\n",
+      "OK: Pedro Abrunhosa, score: 435.692871, desc: Portuguese singer, 6795 / 9131, 0.74\n",
+      "OK: Pedro Joaquín Coldwell, score: 521.255859, desc: Mexican Politician, 6796 / 9131, 0.74\n",
+      "OK: Pedro Neschling, score: 380.168945, desc: Brazilian actor, 6797 / 9131, 0.74\n",
+      "OK: Pedro Passos Coelho, score: 601.326233, desc: Former Prime Minister of Portugal, 6798 / 9131, 0.74\n",
+      "OK: Pedro Proença, score: 453.868835, desc: Portuguese football referee, 6799 / 9131, 0.74\n",
+      "OK: Pedro Suárez Vértiz, score: 658.910706, desc: Peruvian singer-songwriter, 6800 / 9131, 0.74\n",
+      "OK: Pedro Troglio, score: 469.179169, desc: Argentine soccer player, 6801 / 9131, 0.74\n",
+      "OK: Pedro Zerolo, score: 372.923462, desc: Spanish lawyer, 6802 / 9131, 0.74\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Peer Steinbrück, score: 459.744873, desc: Former Federal Minister of Germany for Finance, 6803 / 9131, 0.75\n",
+      "OK: Pegah Ahangarani, score: 460.922668, desc: Iranian actress, 6804 / 9131, 0.75\n",
+      "OK: Pegah Ferydoni, score: 413.164642, desc: Actress, 6805 / 9131, 0.75\n",
+      "OK: Peggy Lipton, score: 573.949585, desc: American actress, 6806 / 9131, 0.75\n",
+      "OK: Pelle Almqvist, score: 411.62323, desc: Swedish singer, 6807 / 9131, 0.75\n",
+      "HTTP Error 503: Service Unavailable Pelé\n",
+      "OK: Pelé, score: 89.478722, desc: Brazilian soccer player, 6808 / 9131, 0.75\n",
+      "OK: Penelope Ann Miller, score: 721.269348, desc: American actress, 6809 / 9131, 0.75\n",
+      "OK: Penelope Wilton, score: 602.210815, desc: Actor, 6810 / 9131, 0.75\n",
+      "OK: Penn Dayton Badgley, score: 439.628845, desc: American actor, 6811 / 9131, 0.75\n",
+      "OK: Penny Lancaster, score: 491.400269, desc: Model, 6812 / 9131, 0.75\n",
+      "OK: Penny Smith, score: 433.743225, desc: Television presenter, 6813 / 9131, 0.75\n",
+      "OK: Penélope Menchaca, score: 437.268463, desc: Mexican television host, 6814 / 9131, 0.75\n",
+      "OK: Penélope Nova, score: 370.285278, desc: VJ, 6815 / 9131, 0.75\n",
+      "OK: Pep Guardiola, score: 728.297668, desc: Spanish football coach, 6816 / 9131, 0.75\n",
+      "OK: Pepe Aguilar, score: 622.68689, desc: American-Mexican singer-songwriter, 6817 / 9131, 0.75\n",
+      "OK: Pepe Mel, score: 454.707458, desc: Spanish soccer player, 6818 / 9131, 0.75\n",
+      "OK: Pepe Reina, score: 650.391296, desc: Spanish soccer player, 6819 / 9131, 0.75\n",
+      "OK: Per Mertesacker, score: 592.982788, desc: Soccer player, 6820 / 9131, 0.75\n",
+      "OK: Percy Gibson, score: 344.278076, desc: Joan Collins' husband, 6821 / 9131, 0.75\n",
+      "OK: Percy Sledge, score: 556.88739, desc: American singer, 6822 / 9131, 0.75\n",
+      "OK: Perla Beltrán, score: 379.963531, desc: , 6823 / 9131, 0.75\n",
+      "OK: Pernilla Wahlgren, score: 567.605164, desc: Swedish singer, 6824 / 9131, 0.75\n",
+      "OK: Pernille Rosendahl, score: 450.320099, desc: Danish singer, 6825 / 9131, 0.75\n",
+      "OK: Perry Christie, score: 364.325134, desc: Former Prime Minister of the Bahamas, 6826 / 9131, 0.75\n",
+      "OK: Perry Farrell, score: 512.042908, desc: American singer-songwriter, 6827 / 9131, 0.75\n",
+      "OK: Persia White, score: 539.256714, desc: American actress, 6828 / 9131, 0.75\n",
+      "OK: Perttu Kivilaakso, score: 395.555847, desc: , 6829 / 9131, 0.75\n",
+      "OK: Peta Wilson, score: 479.452728, desc: Australian actress, 6830 / 9131, 0.75\n",
+      "OK: Petar Grašo, score: 455.147064, desc: Croatian singer, 6831 / 9131, 0.75\n",
+      "OK: Pete Carroll, score: 583.719604, desc: Football coach, 6832 / 9131, 0.75\n",
+      "OK: Pete Doherty, score: 617.271179, desc: Musician, 6833 / 9131, 0.75\n",
+      "OK: Pete Rose, score: 751.89447, desc: American professional baseball player, 6834 / 9131, 0.75\n",
+      "OK: Peter Altmaier, score: 499.894592, desc: Member of the German Bundestag, 6835 / 9131, 0.75\n",
+      "OK: Peter Andre, score: 655.270508, desc: British singer-songwriter, 6836 / 9131, 0.75\n",
+      "OK: Peter Bosz, score: 526.150208, desc: Football manager, 6837 / 9131, 0.75\n",
+      "OK: Peter Cincotti, score: 431.555725, desc: Singer, 6838 / 9131, 0.75\n",
+      "OK: Peter Ebdon, score: 473.842926, desc: , 6839 / 9131, 0.75\n",
+      "OK: Peter Harry Carstensen, score: 505.304749, desc: German Politician, 6840 / 9131, 0.75\n",
+      "OK: Peter Mandelson, score: 589.080139, desc: Member of Parliament of the United Kingdom, 6841 / 9131, 0.75\n",
+      "OK: Peter Neururer, score: 513.850525, desc: Soccer manager, 6842 / 9131, 0.75\n",
+      "OK: Peter Ramsauer, score: 413.352905, desc: Member of the German Bundestag, 6843 / 9131, 0.75\n",
+      "OK: Peter Reckell, score: 442.457855, desc: American actor, 6844 / 9131, 0.75\n",
+      "OK: Peter Sarsgaard, score: 612.613037, desc: American actor, 6845 / 9131, 0.75\n",
+      "OK: Peter Shumlin, score: 385.536011, desc: Former Governor of Vermont, 6846 / 9131, 0.75\n",
+      "OK: Peter Siddle, score: 447.364838, desc: Australian cricketer, 6847 / 9131, 0.75\n",
+      "OK: Peter Steele, score: 529.877808, desc: Singer, 6848 / 9131, 0.75\n",
+      "OK: Peter Tauber, score: 402.742706, desc: Member of the Bundestag, 6849 / 9131, 0.75\n",
+      "OK: Peter Weller, score: 564.523621, desc: American film actor, 6850 / 9131, 0.75\n",
+      "OK: Petero Civoniceva, score: 442.053131, desc: Rugby league rugby prop, 6851 / 9131, 0.75\n",
+      "OK: Petr Hapka, score: 424.193207, desc: Composer, 6852 / 9131, 0.75\n",
+      "OK: Petr Muk, score: 443.940094, desc: Musician, 6853 / 9131, 0.75\n",
+      "OK: Petr Nečas, score: 401.990051, desc: Former Prime Minister of the Czech Republic, 6854 / 9131, 0.75\n",
+      "OK: Petr Čech, score: 673.114197, desc: Soccer player, 6855 / 9131, 0.75\n",
+      "OK: Petra Janů, score: 380.902618, desc: Czech singer, 6856 / 9131, 0.75\n",
+      "OK: Petra Kvitová, score: 717.022583, desc: Czech tennis player, 6857 / 9131, 0.75\n",
+      "OK: Petter Northug, score: 568.042664, desc: Norwegian cross-country skier, 6858 / 9131, 0.75\n",
+      "OK: Petteri Koponen, score: 511.563782, desc: Finnish basketball player, 6859 / 9131, 0.75\n",
+      "OK: Peyton Manning, score: 755.013245, desc: Football quarterback, 6860 / 9131, 0.75\n",
+      "OK: Phil Brown, score: 476.068512, desc: Soccer player, 6861 / 9131, 0.75\n",
+      "OK: Phil Ivey, score: 584.396973, desc: American professional poker player, 6862 / 9131, 0.75\n",
+      "OK: Phil Jackson, score: 645.722595, desc: American basketball player, 6863 / 9131, 0.75\n",
+      "OK: Phil Jagielka, score: 533.526001, desc: Soccer player, 6864 / 9131, 0.75\n",
+      "OK: Phil Kessel, score: 511.55368, desc: Ice hockey winger, 6865 / 9131, 0.75\n",
+      "OK: Phil McGraw, score: 677.985352, desc: American television personality, 6866 / 9131, 0.75\n",
+      "OK: Phil Mickelson, score: 706.909485, desc: American professional golfer, 6867 / 9131, 0.75\n",
+      "OK: Phil Mogg, score: 406.578461, desc: Singer, 6868 / 9131, 0.75\n",
+      "OK: Phil Neville, score: 534.311096, desc: English football coach, 6869 / 9131, 0.75\n",
+      "OK: Phil Ramone, score: 458.232056, desc: American-South African recording engineer, 6870 / 9131, 0.75\n",
+      "OK: Phil Rudd, score: 497.581726, desc: Australian drummer, 6871 / 9131, 0.75\n",
+      "OK: Phil Simms, score: 566.237671, desc: Football quarterback, 6872 / 9131, 0.75\n",
+      "OK: Phil Taylor, score: 627.283264, desc: Darts player, 6873 / 9131, 0.75\n",
+      "OK: Philip Craven, score: 339.121857, desc: Athlete, 6874 / 9131, 0.75\n",
+      "OK: Philip Green, score: 483.671875, desc: British businessman, 6875 / 9131, 0.75\n",
+      "OK: Philip Hammond, score: 589.309692, desc: Chancellor of the Exchequer, 6876 / 9131, 0.75\n",
+      "OK: Philip Michael Thomas, score: 643.984985, desc: American actor, 6877 / 9131, 0.75\n",
+      "OK: Philip Rivers, score: 689.875, desc: Football quarterback, 6878 / 9131, 0.75\n",
+      "OK: Philip Seymour Hoffman, score: 914.188843, desc: American actor, 6879 / 9131, 0.75\n",
+      "OK: Philipp Kohlschreiber, score: 605.095398, desc: German tennis player, 6880 / 9131, 0.75\n",
+      "OK: Philipp Lahm, score: 675.637024, desc: Soccer player, 6881 / 9131, 0.75\n",
+      "OK: Philipp Mißfelder, score: 377.110504, desc: German Politician, 6882 / 9131, 0.75\n",
+      "OK: Philipp Petzschner, score: 462.356201, desc: German tennis player, 6883 / 9131, 0.75\n",
+      "OK: Philipp Rösler, score: 480.589355, desc: Former Vice-Chancellor of Germany, 6884 / 9131, 0.75\n",
+      "OK: Philippe Candeloro, score: 454.726532, desc: French figure skater, 6885 / 9131, 0.75\n",
+      "OK: Philippe Caroit, score: 343.621582, desc: Actor, 6886 / 9131, 0.75\n",
+      "OK: Philippe Cousteau, score: 453.794678, desc: Jacques Cousteau's son, 6887 / 9131, 0.75\n",
+      "OK: Philippe Coutinho, score: 725.666382, desc: Soccer player, 6888 / 9131, 0.75\n",
+      "OK: Philippe Junot, score: 407.333557, desc: Venture capitalist, 6889 / 9131, 0.75\n",
+      "OK: Philippe Lucas, score: 318.443756, desc: French swimming coach, 6890 / 9131, 0.75\n",
+      "OK: Philippe Mexès, score: 519.438293, desc: French soccer player, 6891 / 9131, 0.75\n",
+      "OK: Philippe Saint-André, score: 553.866699, desc: French coach, 6892 / 9131, 0.75\n",
+      "OK: Philippe Senderos, score: 504.406464, desc: Swiss soccer player, 6893 / 9131, 0.75\n",
+      "OK: Phillip Schofield, score: 545.072998, desc: Television presenter, 6894 / 9131, 0.76\n",
+      "OK: Phoebe Cates, score: 590.973694, desc: American film actress, 6895 / 9131, 0.76\n",
+      "OK: Phoebe Philo, score: 409.114594, desc: British fashion designer, 6896 / 9131, 0.76\n",
+      "OK: Phoebe Price, score: 366.898438, desc: Actress, 6897 / 9131, 0.76\n",
+      "OK: Phoebe Tonkin, score: 602.691895, desc: Australian actress, 6898 / 9131, 0.76\n",
+      "OK: Phylicia Rashād, score: 595.008972, desc: American actress, 6899 / 9131, 0.76\n",
+      "OK: Phyllis Logan, score: 537.923279, desc: Actress, 6900 / 9131, 0.76\n",
+      "OK: Pia Douwes, score: 429.30423, desc: Dutch actress, 6901 / 9131, 0.76\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Pia Haraldsen, score: 348.690491, desc: Norwegian TV personality, 6902 / 9131, 0.76\n",
+      "OK: Pia Kjærsgaard, score: 448.333923, desc: Danish Politician, 6903 / 9131, 0.76\n",
+      "OK: Piaa Bajpai, score: 425.44281, desc: Indian film actress, 6904 / 9131, 0.76\n",
+      "OK: Piedad Córdoba, score: 403.290344, desc: Colombian lawyer, 6905 / 9131, 0.76\n",
+      "OK: Pier Ferdinando Casini, score: 615.502258, desc: Italian Politician, 6906 / 9131, 0.76\n",
+      "OK: Pierluigi Collina, score: 571.511475, desc: Italian football referee, 6907 / 9131, 0.76\n",
+      "OK: Piero Fassino, score: 441.732208, desc: Italian Politician, 6908 / 9131, 0.76\n",
+      "OK: Piero Pelù, score: 487.975983, desc: Italian singer-songwriter, 6909 / 9131, 0.76\n",
+      "OK: Pierre Arditi, score: 507.249359, desc: French actor, 6910 / 9131, 0.76\n",
+      "OK: Pierre Buyoya, score: 383.41684, desc: Former President of Burundi, 6911 / 9131, 0.76\n",
+      "OK: Pierre Casiraghi, score: 478.272766, desc: , 6912 / 9131, 0.76\n",
+      "OK: Pierre Lellouche, score: 350.430695, desc: French Politician, 6913 / 9131, 0.76\n",
+      "OK: Pierre Rabhi, score: 457.410248, desc: French writer, 6914 / 9131, 0.76\n",
+      "OK: Pierre Webó, score: 505.533875, desc: Soccer player, 6915 / 9131, 0.76\n",
+      "OK: Pierre van Hooijdonk, score: 720.141479, desc: Dutch soccer player, 6916 / 9131, 0.76\n",
+      "OK: Pierre-Emerick Aubameyang, score: 882.710571, desc: Soccer player, 6917 / 9131, 0.76\n",
+      "OK: Pietro Parolin, score: 511.011444, desc: Italian diplomat, 6918 / 9131, 0.76\n",
+      "OK: Pilar López de Ayala, score: 762.287903, desc: Spanish film actress, 6919 / 9131, 0.76\n",
+      "OK: Pilar Montenegro, score: 460.336975, desc: Mexican singer, 6920 / 9131, 0.76\n",
+      "OK: Pilar Rubio, score: 577.82428, desc: Spanish TV presenter, 6921 / 9131, 0.76\n",
+      "OK: Pino Daniele, score: 574.193176, desc: Italian singer-songwriter, 6922 / 9131, 0.76\n",
+      "OK: Piotr Adamczyk, score: 441.000061, desc: Polish actor, 6923 / 9131, 0.76\n",
+      "OK: Piotr Reiss, score: 387.133606, desc: Soccer striker, 6924 / 9131, 0.76\n",
+      "OK: Piotr Żyła, score: 524.925781, desc: Polish ski jumper, 6925 / 9131, 0.76\n",
+      "OK: Pip Pellens, score: 366.623199, desc: Dutch voice actress, 6926 / 9131, 0.76\n",
+      "OK: Piper Perabo, score: 583.130249, desc: American film actress, 6927 / 9131, 0.76\n",
+      "OK: Pippa Black, score: 395.100281, desc: Australian actress, 6928 / 9131, 0.76\n",
+      "OK: Pippa Mann, score: 422.361694, desc: British race car driver, 6929 / 9131, 0.76\n",
+      "OK: Pippa Middleton, score: 631.78717, desc: Socialite, 6930 / 9131, 0.76\n",
+      "OK: Piret Järvis, score: 387.087189, desc: Estonian television host, 6931 / 9131, 0.76\n",
+      "OK: Pirmin Schwegler, score: 442.8508, desc: Swiss soccer player, 6932 / 9131, 0.76\n",
+      "OK: Pixie Geldof, score: 452.513458, desc: English model, 6933 / 9131, 0.76\n",
+      "OK: Poh Ling Yeow, score: 558.393738, desc: Australian-Malaysian artist, 6934 / 9131, 0.76\n",
+      "OK: Poliana Okimoto, score: 370.507324, desc: Brazilian swimmer, 6935 / 9131, 0.76\n",
+      "OK: Polina Kouklina, score: 155.595535, desc: Russian model, 6936 / 9131, 0.76\n",
+      "OK: Polo Hofer, score: 447.274811, desc: Swiss musician, 6937 / 9131, 0.76\n",
+      "OK: Pooch Hall, score: 462.641907, desc: American television actor, 6938 / 9131, 0.76\n",
+      "OK: Pooja Batra, score: 458.060791, desc: Indian actress, 6939 / 9131, 0.76\n",
+      "OK: Pooja Bedi, score: 488.966187, desc: Actress, 6940 / 9131, 0.76\n",
+      "OK: Pooja Bhatt, score: 574.815002, desc: Indian film director, 6941 / 9131, 0.76\n",
+      "OK: Pooja Bose, score: 482.474976, desc: Indian television actress, 6942 / 9131, 0.76\n",
+      "OK: Pooja Gandhi, score: 482.830872, desc: Indian film actress, 6943 / 9131, 0.76\n",
+      "OK: Pooja Gaur, score: 220.578751, desc: Indian television actress, 6944 / 9131, 0.76\n",
+      "OK: Pooja Umashankar, score: 450.688049, desc: Indian-Sri Lankan actress, 6945 / 9131, 0.76\n",
+      "OK: Poonam Bajwa, score: 479.766846, desc: Indian actress, 6946 / 9131, 0.76\n",
+      "OK: Poonam Dhillon, score: 529.364136, desc: Indian film actress, 6947 / 9131, 0.76\n",
+      "OK: Poonam Kaur, score: 455.243927, desc: Indian actress, 6948 / 9131, 0.76\n",
+      "OK: Popa Chubby, score: 495.86731, desc: American singer, 6949 / 9131, 0.76\n",
+      "OK: Portia Doubleday, score: 484.439392, desc: American actress, 6950 / 9131, 0.76\n",
+      "OK: Portia Simpson-Miller, score: 547.987915, desc: Former Prime Minister of Jamaica, 6951 / 9131, 0.76\n",
+      "OK: Potito Starace, score: 441.871216, desc: Italian tennis player, 6952 / 9131, 0.76\n",
+      "OK: Prabhas, score: 51.958714, desc: Indian film actor, 6953 / 9131, 0.76\n",
+      "OK: Prahladananda Swami, score: 151.4198, desc: , 6954 / 9131, 0.76\n",
+      "OK: Prakash Javadekar, score: 518.313171, desc: Human Resource Development Minister of India, 6955 / 9131, 0.76\n",
+      "OK: Pratibha Patil, score: 649.120972, desc: Former President of India, 6956 / 9131, 0.76\n",
+      "OK: Praveen Togadia, score: 222.997116, desc: Indian advocate, 6957 / 9131, 0.76\n",
+      "OK: Preeti Jhangiani, score: 485.158478, desc: Indian model, 6958 / 9131, 0.76\n",
+      "OK: Preetika Rao, score: 461.71283, desc: Indian model, 6959 / 9131, 0.76\n",
+      "OK: Preeya Kalidas, score: 412.810608, desc: Singer, 6960 / 9131, 0.76\n",
+      "OK: Preslava, score: 39.436283, desc: Bulgarian singer, 6961 / 9131, 0.76\n",
+      "OK: Primož Kozmus, score: 380.933319, desc: Slovenian olympic athlete, 6962 / 9131, 0.76\n",
+      "OK: Prince Fielder, score: 557.393127, desc: Baseball first baseman, 6963 / 9131, 0.76\n",
+      "OK: Prince Félix of Luxembourg, score: 602.260376, desc: Prince of Luxembourg, 6964 / 9131, 0.76\n",
+      "OK: Prince Michael of Kent, score: 817.508972, desc: , 6965 / 9131, 0.76\n",
+      "OK: Prince Royce, score: 640.368652, desc: American singer-songwriter, 6966 / 9131, 0.76\n",
+      "OK: Princess Haya bint Al Hussein, score: 911.653198, desc: Princess of Jordan, 6967 / 9131, 0.76\n",
+      "OK: Princess Lalla Salma of Morocco, score: 923.407166, desc: Princess consort, 6968 / 9131, 0.76\n",
+      "OK: Princess Laurentien of the Netherlands, score: 577.071167, desc: , 6969 / 9131, 0.76\n",
+      "OK: Princess Michael of Kent, score: 677.975281, desc: Author, 6970 / 9131, 0.76\n",
+      "OK: Priscilla Presley, score: 647.154175, desc: American actress, 6971 / 9131, 0.76\n",
+      "OK: Prithviraj Sukumaran, score: 610.459167, desc: Indian film actor, 6972 / 9131, 0.76\n",
+      "OK: Priya Anand, score: 514.642578, desc: Indian film actress, 6973 / 9131, 0.76\n",
+      "OK: Priya Sachdev, score: 391.904236, desc: Indian model, 6974 / 9131, 0.76\n",
+      "OK: Priyamani, score: 48.196484, desc: Indian film actress, 6975 / 9131, 0.76\n",
+      "OK: Priyanka Gandhi, score: 542.818359, desc: Indian Politician, 6976 / 9131, 0.76\n",
+      "OK: Przemysław Saleta, score: 430.704712, desc: Polish professional boxer, 6977 / 9131, 0.76\n",
+      "OK: Przemysław Tytoń, score: 473.332336, desc: Polish soccer player, 6978 / 9131, 0.76\n",
+      "OK: Pulkit Samrat, score: 493.372528, desc: Television actor, 6979 / 9131, 0.76\n",
+      "OK: Puri Jagannadh, score: 520.720398, desc: Indian film director, 6980 / 9131, 0.76\n",
+      "OK: Pádraig Harrington, score: 580.531372, desc: Irish professional golfer, 6981 / 9131, 0.76\n",
+      "OK: Päivi Räsänen, score: 401.044159, desc: Finnish Politician, 6982 / 9131, 0.76\n",
+      "OK: Přemysl Sobotka, score: 333.697754, desc: Czech physician, 6983 / 9131, 0.76\n",
+      "OK: Qaasim Middleton, score: 374.361328, desc: American actor, 6984 / 9131, 0.76\n",
+      "OK: Qin Hailu, score: 421.537933, desc: Chinese actress, 6985 / 9131, 0.76\n",
+      "OK: Qin Lan, score: 524.871033, desc: Chinese actress, 6986 / 9131, 0.77\n",
+      "OK: Qorianka Kilcher, score: 80.530205, desc: American actress, 6987 / 9131, 0.77\n",
+      "OK: Qory Sandioriva, score: 418.89093, desc: , 6988 / 9131, 0.77\n",
+      "OK: Quade Cooper, score: 484.895416, desc: Rugby player, 6989 / 9131, 0.77\n",
+      "OK: Quang Linh, score: 354.860199, desc: Vietnamese singer, 6990 / 9131, 0.77\n",
+      "OK: Queen Anne-Marie of Greece, score: 833.552979, desc: , 6991 / 9131, 0.77\n",
+      "OK: Queen Harrison, score: 448.331207, desc: Olympic athlete, 6992 / 9131, 0.77\n",
+      "OK: Queen Ifrica, score: 412.634399, desc: Singer, 6993 / 9131, 0.77\n",
+      "OK: Queen Silvia of Sweden, score: 720.569458, desc: , 6994 / 9131, 0.77\n",
+      "OK: Quentin L. Cook, score: 561.845947, desc: American lawyer, 6995 / 9131, 0.77\n",
+      "OK: Quim Gutiérrez, score: 446.220306, desc: Spanish actor, 6996 / 9131, 0.77\n",
+      "OK: Quincy Brown, score: 335.384003, desc: American actor, 6997 / 9131, 0.77\n",
+      "OK: Quique Flores, score: 317.840576, desc: Spanish soccer player, 6998 / 9131, 0.77\n",
+      "OK: Quique Setién, score: 503.772125, desc: Spanish soccer player, 6999 / 9131, 0.77\n",
+      "OK: Quirin Berg, score: 309.791901, desc: Film producer, 7000 / 9131, 0.77\n",
+      "OK: Quốc Thiên, score: 379.584381, desc: Vietnamese singer, 7001 / 9131, 0.77\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: R. Madhavan, score: 690.627808, desc: Indian actor, 7002 / 9131, 0.77\n",
+      "OK: RR Patil, score: 164.634399, desc: Indian Politician, 7003 / 9131, 0.77\n",
+      "OK: R.A. Dickey, score: 549.304199, desc: Baseball pitcher, 7004 / 9131, 0.77\n",
+      "OK: Raageshwari, score: 36.232246, desc: Indian singer, 7005 / 9131, 0.77\n",
+      "OK: Raai Laxmi, score: 549.296753, desc: Indian film actress, 7006 / 9131, 0.77\n",
+      "OK: Raasi, score: 36.992508, desc: Indian actress, 7007 / 9131, 0.77\n",
+      "OK: Rabri Devi, score: 416.893127, desc: Former Chief Minister of Bihar, 7008 / 9131, 0.77\n",
+      "OK: Rachael Flatt, score: 389.873474, desc: American figure skater, 7009 / 9131, 0.77\n",
+      "OK: Rachael Harris, score: 561.027161, desc: American actress, 7010 / 9131, 0.77\n",
+      "OK: Rachael Leigh Cook, score: 791.810669, desc: American actress, 7011 / 9131, 0.77\n",
+      "OK: Rachael Taylor, score: 554.819092, desc: Australian actress, 7012 / 9131, 0.77\n",
+      "OK: Rachael Yamagata, score: 474.489319, desc: American singer-songwriter, 7013 / 9131, 0.77\n",
+      "OK: Rachana Maurya, score: 395.13327, desc: Indian dancer, 7014 / 9131, 0.77\n",
+      "OK: Rachel Alejandro, score: 397.724731, desc: Filipino singer, 7015 / 9131, 0.77\n",
+      "OK: Rachel Bilson, score: 630.579529, desc: American actress, 7016 / 9131, 0.77\n",
+      "OK: Rachel Bolan, score: 413.889069, desc: Bass, 7017 / 9131, 0.77\n",
+      "OK: Rachel Griffiths, score: 556.915344, desc: Australian actress, 7018 / 9131, 0.77\n",
+      "OK: Rachel Hunter, score: 604.390198, desc: Actress, 7019 / 9131, 0.77\n",
+      "OK: Rachel Hurd-Wood, score: 679.929504, desc: Actress, 7020 / 9131, 0.77\n",
+      "OK: Rachel Legrain-Trapani, score: 775.929504, desc: , 7021 / 9131, 0.77\n",
+      "OK: Rachel Melvin, score: 427.256714, desc: American actress, 7022 / 9131, 0.77\n",
+      "OK: Rachel Notley, score: 531.713928, desc: Premier of Alberta, 7023 / 9131, 0.77\n",
+      "OK: Rachel Reynolds, score: 371.904999, desc: American model, 7024 / 9131, 0.77\n",
+      "OK: Rachel Weisz, score: 711.548767, desc: American-British actress, 7025 / 9131, 0.77\n",
+      "OK: Rachid Badouri, score: 395.087616, desc: Canadian comedian, 7026 / 9131, 0.77\n",
+      "OK: Rachid Taha, score: 619.404053, desc: Algerian singer, 7027 / 9131, 0.77\n",
+      "OK: Rachida Dati, score: 518.385925, desc: Member of the European Parliament, 7028 / 9131, 0.77\n",
+      "OK: Radamel Falcao, score: 780.665955, desc: Colombian soccer player, 7029 / 9131, 0.77\n",
+      "OK: Radha Mitchell, score: 532.851807, desc: Australian actress, 7030 / 9131, 0.77\n",
+      "OK: Radhika Apte, score: 588.645752, desc: Indian film actress, 7031 / 9131, 0.77\n",
+      "OK: Radimir Čačić, score: 368.3815, desc: Croatian Politician, 7032 / 9131, 0.77\n",
+      "OK: Radja Nainggolan, score: 661.678528, desc: Belgian soccer player, 7033 / 9131, 0.77\n",
+      "OK: Radosław Majdan, score: 478.002594, desc: Polish goalkeeper, 7034 / 9131, 0.77\n",
+      "OK: Radosław Sikorski, score: 479.97995, desc: Former Marshal of the Sejm, 7035 / 9131, 0.77\n",
+      "OK: Radu Mazăre, score: 368.289856, desc: Romanian Politician, 7036 / 9131, 0.77\n",
+      "OK: Radu Stroe, score: 324.097198, desc: Romanian Politician, 7037 / 9131, 0.77\n",
+      "OK: Rafael Aghayev, score: 401.101593, desc: , 7038 / 9131, 0.77\n",
+      "OK: Rafael Araneda, score: 420.765198, desc: Chilean TV presenter, 7039 / 9131, 0.77\n",
+      "OK: Rafael Benítez, score: 667.888733, desc: Spanish football coach, 7040 / 9131, 0.77\n",
+      "OK: Rafael Cabrera-Bello, score: 338.295532, desc: Spanish professional golfer, 7041 / 9131, 0.77\n",
+      "OK: Rafael Cardoso, score: 442.598938, desc: Brazilian actor, 7042 / 9131, 0.77\n",
+      "OK: Rafael Furcal, score: 430.964355, desc: Baseball shortstop, 7043 / 9131, 0.77\n",
+      "OK: Rafael Novoa, score: 423.674133, desc: Colombian actor, 7044 / 9131, 0.77\n",
+      "OK: Rafael Robayo, score: 383.890472, desc: Colombian soccer player, 7045 / 9131, 0.77\n",
+      "OK: Rafael Rosell, score: 410.084167, desc: Actor, 7046 / 9131, 0.77\n",
+      "OK: Rafael Sóbis, score: 496.054321, desc: Brazilian soccer player, 7047 / 9131, 0.77\n",
+      "OK: Rafael dos Anjos, score: 656.897156, desc: Brazilian mixed martial artist, 7048 / 9131, 0.77\n",
+      "OK: Rafael van der Vaart, score: 1063.710815, desc: Dutch soccer player, 7049 / 9131, 0.77\n",
+      "OK: Rafał Blechacz, score: 448.339264, desc: Polish classical pianist, 7050 / 9131, 0.77\n",
+      "OK: Raffaele Fitto, score: 396.820648, desc: Italian Politician, 7051 / 9131, 0.77\n",
+      "OK: Rafferty Law, score: 366.390411, desc: Jude Law's son, 7052 / 9131, 0.77\n",
+      "OK: Rafidah Aziz, score: 444.792725, desc: Malaysian Politician, 7053 / 9131, 0.77\n",
+      "OK: Rafik Halliche, score: 473.137726, desc: Algerian soccer player, 7054 / 9131, 0.77\n",
+      "OK: Raghava Lawrence, score: 523.261292, desc: Indian choreographer, 7055 / 9131, 0.77\n",
+      "HTTP Error 503: Service Unavailable Raghuram Rajan\n",
+      "OK: Raghuram Rajan, score: 544.187012, desc: Indian economist, 7056 / 9131, 0.77\n",
+      "OK: Ragini Dwivedi, score: 477.103821, desc: Indian film actress, 7057 / 9131, 0.77\n",
+      "OK: Rahat Fateh Ali Khan, score: 1151.369873, desc: Pakistani musician, 7058 / 9131, 0.77\n",
+      "OK: Rahm Emanuel, score: 653.450012, desc: Mayor of Chicago, 7059 / 9131, 0.77\n",
+      "OK: Rahul Bajaj, score: 456.447662, desc: Chairman of the Bajaj Group, 7060 / 9131, 0.77\n",
+      "OK: Rahul Bose, score: 491.681213, desc: Indian film actor, 7061 / 9131, 0.77\n",
+      "OK: Rahul Dravid, score: 632.478333, desc: Indian cricketer, 7062 / 9131, 0.77\n",
+      "OK: Raima Sen, score: 495.768829, desc: Indian film actress, 7063 / 9131, 0.77\n",
+      "OK: Raina Hein, score: 365.804474, desc: Actress, 7064 / 9131, 0.77\n",
+      "OK: Raine Maida, score: 457.106537, desc: Canadian musician, 7065 / 9131, 0.77\n",
+      "OK: Rainer Brüderle, score: 432.190063, desc: Former Federal Minister of Economics and Energy of Germany, 7066 / 9131, 0.77\n",
+      "OK: Rainer Meifert, score: 275.642365, desc: Actor, 7067 / 9131, 0.77\n",
+      "OK: Rainhard Fendrich, score: 538.705933, desc: Austrian singer, 7068 / 9131, 0.77\n",
+      "OK: Raj Kundra, score: 426.194336, desc: British businessman, 7069 / 9131, 0.77\n",
+      "OK: Raj Thackeray, score: 503.478577, desc: Indian Politician, 7070 / 9131, 0.77\n",
+      "OK: Raja Bell, score: 438.880035, desc: Basketball player, 7071 / 9131, 0.77\n",
+      "OK: Rajat Tokas, score: 554.07959, desc: Indian television actor, 7072 / 9131, 0.77\n",
+      "OK: Rajeev Khandelwal, score: 477.42511, desc: Indian film actor, 7073 / 9131, 0.77\n",
+      "OK: Rajendra K. Pachauri, score: 640.930115, desc: , 7074 / 9131, 0.77\n",
+      "OK: Rajeshwari Sachdev, score: 471.241241, desc: Indian actress, 7075 / 9131, 0.77\n",
+      "OK: Rajnath Singh, score: 625.793884, desc: Minister of Home Affairs of India, 7076 / 9131, 0.77\n",
+      "OK: Rajneesh Duggal, score: 463.373383, desc: Indian film actor, 7077 / 9131, 0.78\n",
+      "OK: Rajshree Thakur, score: 418.196045, desc: Indian actress, 7078 / 9131, 0.78\n",
+      "OK: Raju Srivastav, score: 513.820068, desc: Indian comedian, 7079 / 9131, 0.78\n",
+      "OK: Rakhi Sawant, score: 549.985107, desc: Indian dancer, 7080 / 9131, 0.78\n",
+      "OK: Rakshanda Khan, score: 435.172455, desc: Model, 7081 / 9131, 0.78\n",
+      "OK: Ralf Rangnick, score: 517.571899, desc: Football manager, 7082 / 9131, 0.78\n",
+      "OK: Ralf Schumacher, score: 598.425476, desc: German racing driver, 7083 / 9131, 0.78\n",
+      "OK: Ralph Herforth, score: 365.981384, desc: Actor, 7084 / 9131, 0.78\n",
+      "OK: Ralph Klein, score: 438.985321, desc: Canadian Politician, 7085 / 9131, 0.78\n",
+      "OK: Ralph Siegel, score: 490.647522, desc: German record producer, 7086 / 9131, 0.78\n",
+      "OK: Raluca Turcan, score: 383.305511, desc: Romanian Politician, 7087 / 9131, 0.78\n",
+      "OK: Ram Charan, score: 675.217957, desc: Indian film actor, 7088 / 9131, 0.78\n",
+      "OK: Ram Kapoor, score: 500.713348, desc: Indian television actor, 7089 / 9131, 0.78\n",
+      "OK: Ram Pothineni, score: 538.648071, desc: Indian film actor, 7090 / 9131, 0.78\n",
+      "OK: Rambha, score: 45.517406, desc: Film actress, 7091 / 9131, 0.78\n",
+      "OK: Rambo Amadeus, score: 473.787598, desc: Montenegrin composer, 7092 / 9131, 0.78\n",
+      "OK: Ramdev, score: 47.818848, desc: , 7093 / 9131, 0.78\n",
+      "OK: Ramesh Sippy, score: 444.382111, desc: Indian film director, 7094 / 9131, 0.78\n",
+      "OK: Ramires, score: 46.659248, desc: Brazilian soccer player, 7095 / 9131, 0.78\n",
+      "OK: Ramon Sessions, score: 449.283051, desc: American basketball player, 7096 / 9131, 0.78\n",
+      "OK: Ramona Drews, score: 275.08783, desc: Actress, 7097 / 9131, 0.78\n",
+      "OK: Ramona Singer, score: 407.054321, desc: TV personality, 7098 / 9131, 0.78\n",
+      "OK: Ramses Barden, score: 354.09845, desc: Football wide receiver, 7099 / 9131, 0.78\n",
+      "OK: Ramy Ashour, score: 482.946899, desc: , 7100 / 9131, 0.78\n",
+      "OK: Ramy Ayach, score: 454.061493, desc: Lebanese singer, 7101 / 9131, 0.78\n",
+      "OK: Ramya Krishnan, score: 596.751099, desc: Indian film actress, 7102 / 9131, 0.78\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Ramya Sri, score: 392.57666, desc: Indian film actress, 7103 / 9131, 0.78\n",
+      "OK: Rana Daggubati, score: 584.799133, desc: Indian actor, 7104 / 9131, 0.78\n",
+      "OK: Rande Gerber, score: 477.758423, desc: American businessman, 7105 / 9131, 0.78\n",
+      "OK: Randy Carlyle, score: 418.5401, desc: Canadian ice hockey coach, 7106 / 9131, 0.78\n",
+      "OK: Randy Orton, score: 761.677063, desc: American professional wrestler, 7107 / 9131, 0.78\n",
+      "OK: Randy Travis, score: 648.537903, desc: American singer-songwriter, 7108 / 9131, 0.78\n",
+      "OK: Ranga Yogeshwar, score: 373.084747, desc: Presenter, 7109 / 9131, 0.78\n",
+      "OK: Ranidel de Ocampo, score: 608.635437, desc: Basketball player, 7110 / 9131, 0.78\n",
+      "OK: Rannvijay Singh, score: 473.254517, desc: Indian actor, 7111 / 9131, 0.78\n",
+      "OK: Ranomi Kromowidjojo, score: 548.422485, desc: Dutch swimmer, 7112 / 9131, 0.78\n",
+      "OK: Ranulph Fiennes, score: 547.866089, desc: Twisleton-Wykeham-Fiennes baronets, 7113 / 9131, 0.78\n",
+      "OK: Raphael Holzdeppe, score: 434.125824, desc: , 7114 / 9131, 0.78\n",
+      "OK: Raphael Saadiq, score: 553.360596, desc: American singer, 7115 / 9131, 0.78\n",
+      "OK: Raphael Wolf, score: 419.047241, desc: German goalkeeper, 7116 / 9131, 0.78\n",
+      "OK: Raphaël Personnaz, score: 438.357483, desc: French actor, 7117 / 9131, 0.78\n",
+      "OK: Raphaël Varane, score: 698.883667, desc: French soccer player, 7118 / 9131, 0.78\n",
+      "OK: Raqesh Vashisth, score: 431.94809, desc: Indian actor, 7119 / 9131, 0.78\n",
+      "OK: Raquel Sánchez-Silva, score: 578.747803, desc: Spanish journalist, 7120 / 9131, 0.78\n",
+      "OK: Raquel Welch, score: 645.141052, desc: American actress, 7121 / 9131, 0.78\n",
+      "OK: Rashad Evans, score: 504.681244, desc: American mixed martial artist, 7122 / 9131, 0.78\n",
+      "OK: Rashard Lewis, score: 512.007996, desc: American basketball player, 7123 / 9131, 0.78\n",
+      "OK: Rashida Jones, score: 651.370544, desc: American actress, 7124 / 9131, 0.78\n",
+      "OK: Rasim Ljajić, score: 424.104919, desc: Serbian Politician, 7125 / 9131, 0.78\n",
+      "OK: Ratan Rajput, score: 477.442322, desc: Indian actress, 7126 / 9131, 0.78\n",
+      "OK: Ratan Tata, score: 630.924683, desc: Chairman of the Tata Group, 7127 / 9131, 0.78\n",
+      "OK: Rati Agnihotri, score: 490.143799, desc: Indian actress, 7128 / 9131, 0.78\n",
+      "OK: Rauf Aregbesola, score: 406.478577, desc: Nigerian Politician, 7129 / 9131, 0.78\n",
+      "OK: Raveena Tandon, score: 630.397766, desc: Indian actress, 7130 / 9131, 0.78\n",
+      "OK: Ravel Morrison, score: 497.983582, desc: Soccer player, 7131 / 9131, 0.78\n",
+      "OK: Raven-Symoné, score: 688.22168, desc: American actress, 7132 / 9131, 0.78\n",
+      "OK: Ravi Coltrane, score: 461.033875, desc: American saxophonist, 7133 / 9131, 0.78\n",
+      "OK: Ravichandran Ashwin, score: 612.269165, desc: Indian cricketer, 7134 / 9131, 0.78\n",
+      "OK: Ray Mabus, score: 490.213745, desc: Former United States Secretary of the Navy, 7135 / 9131, 0.78\n",
+      "OK: Ray Newman, score: 411.868225, desc: American actress, 7136 / 9131, 0.78\n",
+      "OK: Ray Romano, score: 630.239868, desc: American stand-up comedian, 7137 / 9131, 0.78\n",
+      "OK: Ray Wise, score: 512.18219, desc: American actor, 7138 / 9131, 0.78\n",
+      "OK: Raymond Blanc, score: 443.889038, desc: Chef, 7139 / 9131, 0.78\n",
+      "OK: Raymond Domenech, score: 572.166992, desc: French soccer player, 7140 / 9131, 0.78\n",
+      "OK: Raymond van Barneveld, score: 773.820496, desc: Dutch darts player, 7141 / 9131, 0.78\n",
+      "OK: Rayver Cruz, score: 448.172546, desc: Filipino actor, 7142 / 9131, 0.78\n",
+      "OK: Raúl Arévalo, score: 467.741089, desc: Spanish film actor, 7143 / 9131, 0.78\n",
+      "OK: Raúl Bobadilla, score: 466.627899, desc: Soccer player, 7144 / 9131, 0.78\n",
+      "OK: Raúl Richter, score: 391.080963, desc: German television actor, 7145 / 9131, 0.78\n",
+      "OK: Raúl Zaffaroni, score: 400.097931, desc: Argentine judge, 7146 / 9131, 0.78\n",
+      "OK: Rebecca Adlington, score: 543.761353, desc: British swimmer, 7147 / 9131, 0.78\n",
+      "OK: Rebecca Breeds, score: 476.821747, desc: Australian actress, 7148 / 9131, 0.78\n",
+      "OK: Rebecca Gayheart, score: 524.207947, desc: American model, 7149 / 9131, 0.78\n",
+      "OK: Rebecca Hall, score: 605.428406, desc: Actress, 7150 / 9131, 0.78\n",
+      "OK: Rebecca Immanuel, score: 389.375641, desc: German actress, 7151 / 9131, 0.78\n",
+      "OK: Rebecca Romijn, score: 674.274475, desc: American actress, 7152 / 9131, 0.78\n",
+      "OK: Rebekah Brooks, score: 460.658203, desc: British journalist, 7153 / 9131, 0.78\n",
+      "OK: Reby Sky, score: 455.485413, desc: American model, 7154 / 9131, 0.78\n",
+      "OK: Recep Tayyip Erdoğan, score: 1332.147461, desc: President of Turkey, 7155 / 9131, 0.78\n",
+      "OK: Reeve Carney, score: 468.956787, desc: American singer-songwriter, 7156 / 9131, 0.78\n",
+      "OK: Reggie Watts, score: 522.250488, desc: American comedian, 7157 / 9131, 0.78\n",
+      "OK: Reggie Yates, score: 517.628174, desc: Actor, 7158 / 9131, 0.78\n",
+      "OK: Regina Casé, score: 516.681213, desc: Actress, 7159 / 9131, 0.78\n",
+      "OK: Regina Duarte, score: 487.550354, desc: Brazilian film actress, 7160 / 9131, 0.78\n",
+      "OK: Regina Halmich, score: 443.829254, desc: Boxer, 7161 / 9131, 0.78\n",
+      "OK: Regina Lund, score: 442.725098, desc: Swedish actress, 7162 / 9131, 0.78\n",
+      "OK: Reimond Manco, score: 450.886017, desc: Peruvian soccer player, 7163 / 9131, 0.78\n",
+      "OK: Reina Tanaka, score: 526.090149, desc: Japanese singer, 7164 / 9131, 0.78\n",
+      "OK: Reinhold Messner, score: 706.369568, desc: Mountaineer, 7165 / 9131, 0.78\n",
+      "OK: Reinhold Mitterlehner, score: 414.610077, desc: Former Vice-Chancellor of Austria, 7166 / 9131, 0.78\n",
+      "OK: Reka Ebergenyi, score: 265.039398, desc: Model, 7167 / 9131, 0.78\n",
+      "OK: Remo DSouza, score: 240.21048, desc: Indian dancer, 7168 / 9131, 0.79\n",
+      "OK: Remy Ma, score: 640.842163, desc: American rapper, 7169 / 9131, 0.79\n",
+      "OK: Remya Nambeesan, score: 495.424286, desc: Indian film actress, 7170 / 9131, 0.79\n",
+      "OK: Rena Sofer, score: 517.932617, desc: American actress, 7171 / 9131, 0.79\n",
+      "OK: Renan Barão, score: 453.345001, desc: Brazilian mixed martial artist, 7172 / 9131, 0.79\n",
+      "OK: Renata Dancewicz, score: 424.160492, desc: Polish actress, 7173 / 9131, 0.79\n",
+      "OK: Renata Kuerten, score: 363.66391, desc: Brazilian model, 7174 / 9131, 0.79\n",
+      "OK: Renata Litvinova, score: 474.459778, desc: Actress, 7175 / 9131, 0.79\n",
+      "OK: Renata Polverini, score: 372.969666, desc: Italian Politician, 7176 / 9131, 0.79\n",
+      "OK: Renate Künast, score: 439.142059, desc: Member of the German Bundestag, 7177 / 9131, 0.79\n",
+      "OK: Renate Schmidt, score: 375.661499, desc: German Politician, 7178 / 9131, 0.79\n",
+      "OK: Renate Thyssen-Henne, score: 432.162506, desc: , 7179 / 9131, 0.79\n",
+      "OK: Renato Augusto, score: 576.15271, desc: Brazilian soccer player, 7180 / 9131, 0.79\n",
+      "OK: Renato Brunetta, score: 422.04776, desc: Italian economist, 7181 / 9131, 0.79\n",
+      "OK: Renato Casagrande, score: 373.525604, desc: , 7182 / 9131, 0.79\n",
+      "OK: Renaud Capuçon, score: 511.42041, desc: French Violinist, 7183 / 9131, 0.79\n",
+      "OK: Renaud Lavillenie, score: 566.05658, desc: Olympic athlete, 7184 / 9131, 0.79\n",
+      "OK: Rene Russo, score: 582.742249, desc: American actress, 7185 / 9131, 0.79\n",
+      "OK: Rene Syler, score: 326.111603, desc: Host, 7186 / 9131, 0.79\n",
+      "OK: Renu Desai, score: 460.132629, desc: Model, 7187 / 9131, 0.79\n",
+      "OK: Renuka Shahane, score: 450.285889, desc: Indian actress, 7188 / 9131, 0.79\n",
+      "OK: René Adler, score: 503.068787, desc: Soccer player, 7189 / 9131, 0.79\n",
+      "OK: René Girard, score: 517.904663, desc: Historian, 7190 / 9131, 0.79\n",
+      "OK: René Simões, score: 678.768921, desc: Brazilian football coach, 7191 / 9131, 0.79\n",
+      "OK: Renée Fleming, score: 632.341553, desc: American opera singer, 7192 / 9131, 0.79\n",
+      "OK: Reon Kadena, score: 460.994049, desc: Japanese model, 7193 / 9131, 0.79\n",
+      "OK: Retief Goosen, score: 496.113251, desc: South African professional golfer, 7194 / 9131, 0.79\n",
+      "OK: Reto Ziegler, score: 472.457062, desc: Swiss soccer player, 7195 / 9131, 0.79\n",
+      "OK: Reuven Rivlin, score: 487.135193, desc: President of Israel, 7196 / 9131, 0.79\n",
+      "OK: Rex Gildo, score: 494.473633, desc: German singer, 7197 / 9131, 0.79\n",
+      "OK: Rex Ryan, score: 527.623352, desc: Football coach, 7198 / 9131, 0.79\n",
+      "OK: Reynaldo Gianecchini, score: 505.776245, desc: Brazilian actor, 7199 / 9131, 0.79\n",
+      "OK: Rhian Sugden, score: 423.776794, desc: British-English model, 7200 / 9131, 0.79\n",
+      "OK: Rhona Mitra, score: 575.504639, desc: Actress, 7201 / 9131, 0.79\n",
+      "OK: Ria Antoniou, score: 500.627899, desc: Greek model, 7202 / 9131, 0.79\n",
+      "OK: Rianne ten Haken, score: 482.20813, desc: Dutch model, 7203 / 9131, 0.79\n",
+      "OK: Ric Ocasek, score: 531.037659, desc: American singer, 7204 / 9131, 0.79\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "HTTP Error 503: Service Unavailable Ricardo Antonio Chavira\n",
+      "OK: Ricardo Antonio Chavira, score: 664.363708, desc: American actor, 7205 / 9131, 0.79\n",
+      "OK: Ricardo Baldin, score: 306.064545, desc: Brazilian model, 7206 / 9131, 0.79\n",
+      "OK: Ricardo Darín, score: 548.464478, desc: Actor, 7207 / 9131, 0.79\n",
+      "OK: Ricardo Ferretti, score: 550.479553, desc: Brazilian-Mexican soccer player, 7208 / 9131, 0.79\n",
+      "OK: Ricardo Gareca, score: 625.598999, desc: Argentine football manager, 7209 / 9131, 0.79\n",
+      "OK: Ricardo La Volpe, score: 728.898376, desc: Argentine soccer player, 7210 / 9131, 0.79\n",
+      "OK: Ricardo Lorenzetti, score: 385.993439, desc: Argentine judge, 7211 / 9131, 0.79\n",
+      "OK: Ricardo Lunari, score: 352.302673, desc: Argentine football manager, 7212 / 9131, 0.79\n",
+      "OK: Ricardo Martinelli, score: 499.592316, desc: Former President of Panama, 7213 / 9131, 0.79\n",
+      "OK: Ricardo Mayorga, score: 442.162842, desc: Nicaraguan professional boxer, 7214 / 9131, 0.79\n",
+      "OK: Ricardo Moniz, score: 484.576355, desc: Dutch coach, 7215 / 9131, 0.79\n",
+      "OK: Ricardo Quaresma, score: 687.442871, desc: Portuguese soccer player, 7216 / 9131, 0.79\n",
+      "OK: Ricardo Sá Pinto, score: 745.362732, desc: Portuguese soccer player, 7217 / 9131, 0.79\n",
+      "OK: Riccardo Fogli, score: 494.122437, desc: Italian singer, 7218 / 9131, 0.79\n",
+      "OK: Riccardo Montolivo, score: 560.702637, desc: Italian soccer player, 7219 / 9131, 0.79\n",
+      "OK: Riccardo Muti, score: 564.077942, desc: Italian conductor, 7220 / 9131, 0.79\n",
+      "OK: Riccardo Scamarcio, score: 537.765076, desc: Italian film actor, 7221 / 9131, 0.79\n",
+      "OK: Rich Rodriguez, score: 535.752075, desc: Former football player, 7222 / 9131, 0.79\n",
+      "OK: Richa Pallod, score: 433.225464, desc: Indian model, 7223 / 9131, 0.79\n",
+      "OK: Richa Soni, score: 350.962341, desc: Actress, 7224 / 9131, 0.79\n",
+      "OK: Richard Armitage, score: 610.556396, desc: Film actor, 7225 / 9131, 0.79\n",
+      "OK: Richard Bohringer, score: 490.165619, desc: Actor, 7226 / 9131, 0.79\n",
+      "OK: Richard Bruton, score: 449.420715, desc: Teachta Dála, 7227 / 9131, 0.79\n",
+      "OK: Richard Desmond, score: 392.02182, desc: British publisher, 7228 / 9131, 0.79\n",
+      "OK: Richard Galliano, score: 474.487823, desc: French accordionist, 7229 / 9131, 0.79\n",
+      "OK: Richard Gasquet, score: 622.476013, desc: French tennis player, 7230 / 9131, 0.79\n",
+      "OK: Richard Gutierrez, score: 476.48587, desc: American-Filipino actor, 7231 / 9131, 0.79\n",
+      "OK: Richard Madden, score: 628.753784, desc: Television actor, 7232 / 9131, 0.79\n",
+      "OK: Richard Paez, score: 390.301666, desc: Venezuelan soccer manager, 7233 / 9131, 0.79\n",
+      "OK: Richard Quest, score: 454.06189, desc: Journalist, 7234 / 9131, 0.79\n",
+      "OK: Richard Simmons, score: 587.665222, desc: American actor, 7235 / 9131, 0.79\n",
+      "OK: Richard Speight, Jr., score: 630.919861, desc: American actor, 7236 / 9131, 0.79\n",
+      "OK: Richard Stallman, score: 576.275574, desc: American software programmer, 7237 / 9131, 0.79\n",
+      "OK: Richard Sulík, score: 386.49231, desc: Slovak economist, 7238 / 9131, 0.79\n",
+      "OK: Richard Trumka, score: 420.663086, desc: President of the AFL–CIO, 7239 / 9131, 0.79\n",
+      "OK: Richarlyson, score: 37.444176, desc: Brazilian soccer player, 7240 / 9131, 0.79\n",
+      "OK: Richie Havens, score: 524.697754, desc: American singer, 7241 / 9131, 0.79\n",
+      "OK: Richie McCaw, score: 564.262207, desc: New Zealand rugby player, 7242 / 9131, 0.79\n",
+      "OK: Richie Porte, score: 567.312073, desc: Australian bicycler, 7243 / 9131, 0.79\n",
+      "OK: Richie Sambora, score: 644.973511, desc: American guitarist, 7244 / 9131, 0.79\n",
+      "OK: Rick Bayless, score: 478.355377, desc: American chef, 7245 / 9131, 0.79\n",
+      "OK: Rick Carlisle, score: 482.468353, desc: American basketball coach, 7246 / 9131, 0.79\n",
+      "OK: Rick Gervais, score: 202.319748, desc: Football player, 7247 / 9131, 0.79\n",
+      "OK: Rick Gonzalez, score: 485.779755, desc: American actor, 7248 / 9131, 0.79\n",
+      "OK: Rick Kavanian, score: 422.857605, desc: German actor, 7249 / 9131, 0.79\n",
+      "OK: Rick Perry, score: 877.823181, desc: United States Secretary of Energy, 7250 / 9131, 0.79\n",
+      "OK: Rick Pitino, score: 622.112854, desc: American basketball coach, 7251 / 9131, 0.79\n",
+      "OK: Rick Rose, score: 372.528107, desc: American inventor, 7252 / 9131, 0.79\n",
+      "OK: Rick Scott, score: 677.753723, desc: Governor of Florida, 7253 / 9131, 0.79\n",
+      "OK: Rickey Medlocke, score: 459.851166, desc: American musician, 7254 / 9131, 0.79\n",
+      "OK: Ricki Lake, score: 519.935059, desc: American actress, 7255 / 9131, 0.79\n",
+      "OK: Rickie Fowler, score: 615.157837, desc: American professional golfer, 7256 / 9131, 0.79\n",
+      "OK: Rickie Weeks, score: 381.829102, desc: Baseball first baseman, 7257 / 9131, 0.79\n",
+      "OK: Ricky Memphis, score: 407.192749, desc: Italian television actor, 7258 / 9131, 0.79\n",
+      "OK: Ricky Paull Goldin, score: 519.680664, desc: American actor, 7259 / 9131, 0.79\n",
+      "OK: Ricky Ponting, score: 611.682495, desc: Australian cricketer, 7260 / 9131, 0.80\n",
+      "OK: Ricky Rubio, score: 598.864014, desc: Spanish basketball player, 7261 / 9131, 0.80\n",
+      "OK: Ricky Schroder, score: 557.711182, desc: American actor, 7262 / 9131, 0.80\n",
+      "OK: Ricky Skaggs, score: 577.807617, desc: American singer, 7263 / 9131, 0.80\n",
+      "OK: Ricky Walden, score: 415.176025, desc: Snooker player, 7264 / 9131, 0.80\n",
+      "OK: Rigobert Song, score: 512.815735, desc: Cameroonian soccer player, 7265 / 9131, 0.80\n",
+      "OK: Rika Ishikawa, score: 528.456726, desc: Japanese idol, 7266 / 9131, 0.80\n",
+      "OK: Rika Zaraï, score: 468.774078, desc: Singer, 7267 / 9131, 0.80\n",
+      "OK: Rikard Norling, score: 410.661316, desc: Swedish football manager, 7268 / 9131, 0.80\n",
+      "OK: Rima Fakih, score: 491.427765, desc: American-Lebanese actress, 7269 / 9131, 0.80\n",
+      "OK: Rima Kallingal, score: 477.245087, desc: Indian model, 7270 / 9131, 0.80\n",
+      "OK: Rimi Sen, score: 517.693665, desc: Indian actress, 7271 / 9131, 0.80\n",
+      "OK: Rin Takanashi, score: 514.431702, desc: Japanese film actress, 7272 / 9131, 0.80\n",
+      "OK: Rina Akiyama, score: 455.266876, desc: Japanese actress, 7273 / 9131, 0.80\n",
+      "OK: Rina Koike, score: 485.135162, desc: Japanese actress, 7274 / 9131, 0.80\n",
+      "OK: Rina Uchiyama, score: 485.555969, desc: Japanese actress, 7275 / 9131, 0.80\n",
+      "OK: Rinko Kikuchi, score: 581.747131, desc: Japanese film actress, 7276 / 9131, 0.80\n",
+      "OK: Rio Ferdinand, score: 637.411682, desc: Soccer player, 7277 / 9131, 0.80\n",
+      "OK: Rio Mavuba, score: 494.859741, desc: Soccer player, 7278 / 9131, 0.80\n",
+      "OK: Risa Niigaki, score: 506.879883, desc: Japanese idol, 7279 / 9131, 0.80\n",
+      "OK: Rita Cadillac, score: 452.448914, desc: Brazilian dancer, 7280 / 9131, 0.80\n",
+      "OK: Rita Dalla Chiesa, score: 558.345886, desc: Italian television host, 7281 / 9131, 0.80\n",
+      "OK: Rita Dominic, score: 463.171844, desc: Nigerian actress, 7282 / 9131, 0.80\n",
+      "OK: Rita Wilson, score: 595.996765, desc: American actress, 7283 / 9131, 0.80\n",
+      "OK: River Phoenix, score: 666.712646, desc: American actor, 7284 / 9131, 0.80\n",
+      "OK: River Viiperi, score: 395.992035, desc: Spanish model, 7285 / 9131, 0.80\n",
+      "OK: Riya Sen, score: 539.415161, desc: Indian film actress, 7286 / 9131, 0.80\n",
+      "OK: Rizal Ramli, score: 439.585266, desc: Indonesian Politician, 7287 / 9131, 0.80\n",
+      "OK: Rob Ford, score: 566.926453, desc: Canadian Politician, 7288 / 9131, 0.80\n",
+      "OK: Rob Halford, score: 599.40033, desc: Singer, 7289 / 9131, 0.80\n",
+      "OK: Rob Kardashian, score: 618.02594, desc: American television personality, 7290 / 9131, 0.80\n",
+      "OK: Rob Kearney, score: 461.046936, desc: Irish rugby player, 7291 / 9131, 0.80\n",
+      "OK: Rob Lowe, score: 687.330017, desc: American actor, 7292 / 9131, 0.80\n",
+      "OK: Rob McElhenney, score: 555.850952, desc: Actor, 7293 / 9131, 0.80\n",
+      "OK: Rob Nicholson, score: 428.000854, desc: Member of the House of Commons of Canada, 7294 / 9131, 0.80\n",
+      "OK: Rob Schneider, score: 635.075867, desc: American actor, 7295 / 9131, 0.80\n",
+      "OK: Rob Smedley, score: 388.201263, desc: Engineer, 7296 / 9131, 0.80\n",
+      "OK: Rob van Gijzel, score: 420.569031, desc: Dutch Politician, 7297 / 9131, 0.80\n",
+      "OK: Robbie Farah, score: 502.207825, desc: Rugby player, 7298 / 9131, 0.80\n",
+      "OK: Robbie Fruean, score: 337.01886, desc: Rugby union centre, 7299 / 9131, 0.80\n",
+      "OK: Robbie Kruse, score: 532.524597, desc: Australian soccer player, 7300 / 9131, 0.80\n",
+      "OK: Robert A. McDonald, score: 407.304077, desc: , 7301 / 9131, 0.80\n",
+      "OK: Robert Berić, score: 511.276398, desc: Slovenian soccer player, 7302 / 9131, 0.80\n",
+      "OK: Robert Biedroń, score: 482.058868, desc: President of Słupsk, 7303 / 9131, 0.80\n",
+      "OK: Robert Cray, score: 589.949585, desc: American guitarist, 7304 / 9131, 0.80\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Robert De Niro, score: 1342.595947, desc: Actor, 7305 / 9131, 0.80\n",
+      "OK: Robert Downey Jr., score: 1237.587524, desc: American actor, 7306 / 9131, 0.80\n",
+      "OK: Robert F. Kennedy, Jr., score: 1402.81311, desc: American attorney, 7307 / 9131, 0.80\n",
+      "OK: Robert Gant, score: 474.302277, desc: American actor, 7308 / 9131, 0.80\n",
+      "OK: Robert Glasper, score: 539.492737, desc: American singer, 7309 / 9131, 0.80\n",
+      "OK: Robert Herjavec, score: 524.155884, desc: Businessman, 7310 / 9131, 0.80\n",
+      "OK: Robert Huth, score: 532.944336, desc: German soccer player, 7311 / 9131, 0.80\n",
+      "OK: Robert Kaliňák, score: 425.381287, desc: Slovak Politician, 7312 / 9131, 0.80\n",
+      "OK: Robert Knepper, score: 560.795288, desc: American actor, 7313 / 9131, 0.80\n",
+      "OK: Robert Kraft, score: 549.015076, desc: Chief Executive Officer of the New England Patriots, 7314 / 9131, 0.80\n",
+      "OK: Robert Maaskant, score: 420.840973, desc: Football manager, 7315 / 9131, 0.80\n",
+      "OK: Robert Makłowicz, score: 396.640137, desc: Polish journalist, 7316 / 9131, 0.80\n",
+      "OK: Robert Pattison, score: 154.364517, desc: American author, 7317 / 9131, 0.80\n",
+      "OK: Robert Pirès, score: 601.029846, desc: Soccer player, 7318 / 9131, 0.80\n",
+      "OK: Robert Prosinečki, score: 598.119019, desc: Football manager, 7319 / 9131, 0.80\n",
+      "OK: Robert Redford, score: 766.289673, desc: American actor, 7320 / 9131, 0.80\n",
+      "OK: Robert Rey, score: 280.687836, desc: American-Brazilian politician, 7321 / 9131, 0.80\n",
+      "OK: Robert Smith, score: 639.982666, desc: Singer, 7322 / 9131, 0.80\n",
+      "OK: Robert Turcescu, score: 361.042603, desc: Romanian journalist, 7323 / 9131, 0.80\n",
+      "OK: Robert Więckiewicz, score: 448.794495, desc: Polish film actor, 7324 / 9131, 0.80\n",
+      "OK: Robert Zollitsch, score: 350.385864, desc: , 7325 / 9131, 0.80\n",
+      "OK: Roberta Anastase, score: 353.441681, desc: Romanian Politician, 7326 / 9131, 0.80\n",
+      "OK: Roberta Miranda, score: 510.845978, desc: Artist, 7327 / 9131, 0.80\n",
+      "OK: Roberta Vinci, score: 560.399231, desc: Italian tennis player, 7328 / 9131, 0.80\n",
+      "OK: Roberto Alagna, score: 536.80542, desc: Tenor, 7329 / 9131, 0.80\n",
+      "OK: Roberto Bolle, score: 490.02713, desc: Italian ballet dancer, 7330 / 9131, 0.80\n",
+      "OK: Roberto Costa, score: 325.858673, desc: Former soccer player, 7331 / 9131, 0.80\n",
+      "OK: Roberto Formigoni, score: 416.679474, desc: Italian Politician, 7332 / 9131, 0.80\n",
+      "OK: Roberto Giacobbo, score: 385.485748, desc: Italian journalist, 7333 / 9131, 0.80\n",
+      "OK: Roberto Heras, score: 454.654053, desc: Spanish bicycler, 7334 / 9131, 0.80\n",
+      "OK: Roberto Hilbert, score: 431.757721, desc: German soccer player, 7335 / 9131, 0.80\n",
+      "OK: Roberto Justus, score: 451.217499, desc: Businessman, 7336 / 9131, 0.80\n",
+      "OK: Roberto Maroni, score: 473.429749, desc: Former President of Lombardy, 7337 / 9131, 0.80\n",
+      "OK: Roberto Martínez, score: 653.626404, desc: Spanish football coach, 7338 / 9131, 0.80\n",
+      "OK: Roberto Merhi, score: 470.968109, desc: Spanish racing driver, 7339 / 9131, 0.80\n",
+      "OK: Roberto Ovelar, score: 397.447968, desc: Paraguayan soccer player, 7340 / 9131, 0.80\n",
+      "OK: Roberto Palazuelos, score: 498.935822, desc: Mexican actor, 7341 / 9131, 0.80\n",
+      "OK: Roberto Pereyra, score: 523.861328, desc: Argentine soccer player, 7342 / 9131, 0.80\n",
+      "OK: Roberto Soldado, score: 536.816589, desc: Spanish soccer player, 7343 / 9131, 0.80\n",
+      "OK: Roberto Vecchioni, score: 512.37323, desc: Italian singer-songwriter, 7344 / 9131, 0.80\n",
+      "OK: Robin Dunne, score: 430.403931, desc: Canadian actor, 7345 / 9131, 0.80\n",
+      "OK: Robin Dutt, score: 448.337952, desc: German soccer player, 7346 / 9131, 0.80\n",
+      "OK: Robin Lopez, score: 527.561707, desc: American basketball player, 7347 / 9131, 0.80\n",
+      "OK: Robin Meade, score: 499.811096, desc: American journalist, 7348 / 9131, 0.80\n",
+      "OK: Robin Pecknold, score: 424.496063, desc: American singer, 7349 / 9131, 0.80\n",
+      "OK: Robin Roberts, score: 614.98999, desc: Baseball player, 7350 / 9131, 0.80\n",
+      "OK: Robin Strasser, score: 443.752197, desc: American actress, 7351 / 9131, 0.81\n",
+      "OK: Robin Söderling, score: 526.293823, desc: Tennis player, 7352 / 9131, 0.81\n",
+      "OK: Robin Tunney, score: 588.851562, desc: American actress, 7353 / 9131, 0.81\n",
+      "OK: Robin Uthappa, score: 479.496429, desc: Indian cricketer, 7354 / 9131, 0.81\n",
+      "OK: Robin Ventura, score: 500.60733, desc: American baseball manager, 7355 / 9131, 0.81\n",
+      "OK: Robin Wright, score: 693.460449, desc: American actress, 7356 / 9131, 0.81\n",
+      "OK: Robin van Persie, score: 941.518677, desc: Dutch soccer player, 7357 / 9131, 0.81\n",
+      "OK: Robinho, score: 53.016491, desc: Brazilian soccer player, 7358 / 9131, 0.81\n",
+      "OK: Robinson Canó, score: 599.176575, desc: Baseball second baseman, 7359 / 9131, 0.81\n",
+      "OK: Robson Green, score: 523.106079, desc: Actor, 7360 / 9131, 0.81\n",
+      "OK: Rocco DiSpirito, score: 464.09964, desc: American chef, 7361 / 9131, 0.81\n",
+      "OK: Rochelle Aytes, score: 466.705811, desc: American actress, 7362 / 9131, 0.81\n",
+      "OK: Rocio Muñoz, score: 404.191803, desc: Spanish actor, 7363 / 9131, 0.81\n",
+      "OK: Rocky Elsom, score: 381.89801, desc: Australian rugby player, 7364 / 9131, 0.81\n",
+      "OK: Rocsi Diaz, score: 428.794861, desc: American-Honduran television personality, 7365 / 9131, 0.81\n",
+      "OK: Rocío Igarzábal, score: 425.597015, desc: Argentine actress, 7366 / 9131, 0.81\n",
+      "OK: Rocío Jurado, score: 559.996582, desc: Spanish singer, 7367 / 9131, 0.81\n",
+      "OK: Rod Stewart, score: 981.375977, desc: Singer-songwriter, 7368 / 9131, 0.81\n",
+      "OK: Roddy Piper, score: 781.080811, desc: Canadian professional wrestler, 7369 / 9131, 0.81\n",
+      "OK: Roddy Woomble, score: 399.204102, desc: Singer, 7370 / 9131, 0.81\n",
+      "OK: Rodjun Cruz, score: 387.933777, desc: Filipino actor, 7371 / 9131, 0.81\n",
+      "OK: Rodolfo Arruabarrena, score: 434.284058, desc: Soccer player, 7372 / 9131, 0.81\n",
+      "OK: Rodolfo Sancho, score: 433.645721, desc: Spanish actor, 7373 / 9131, 0.81\n",
+      "OK: Rodrigo Duterte, score: 856.454651, desc: President of the Philippines, 7374 / 9131, 0.81\n",
+      "OK: Rodrigo Guirao Díaz, score: 620.541748, desc: Argentine actor, 7375 / 9131, 0.81\n",
+      "OK: Rodrigo Hilbert, score: 454.311371, desc: Brazilian actor, 7376 / 9131, 0.81\n",
+      "OK: Rodrigo Lombardi, score: 458.436951, desc: Brazilian actor, 7377 / 9131, 0.81\n",
+      "OK: Rodrigo Millar, score: 436.32547, desc: Chilean soccer player, 7378 / 9131, 0.81\n",
+      "OK: Rodrigo Pimpão, score: 405.609375, desc: Brazilian soccer player, 7379 / 9131, 0.81\n",
+      "OK: Rodrigo Santoro, score: 580.233826, desc: Brazilian actor, 7380 / 9131, 0.81\n",
+      "OK: Rodrigão, score: 24.542002, desc: Brazilian volleyball player, 7381 / 9131, 0.81\n",
+      "OK: Roger Allam, score: 528.278809, desc: Actor, 7382 / 9131, 0.81\n",
+      "OK: Roger Cicero, score: 500.400818, desc: German musician, 7383 / 9131, 0.81\n",
+      "OK: Roger Donaldson, score: 415.55484, desc: New Zealand film director, 7384 / 9131, 0.81\n",
+      "OK: Roger Federer, score: 985.681458, desc: Tennis player, 7385 / 9131, 0.81\n",
+      "OK: Roger Goodell, score: 521.083557, desc: Commissioner of the NFL, 7386 / 9131, 0.81\n",
+      "OK: Roger Gracie, score: 448.700348, desc: Brazilian mixed martial artist, 7387 / 9131, 0.81\n",
+      "OK: Roger Wicker, score: 472.201599, desc: United States Senator, 7388 / 9131, 0.81\n",
+      "OK: Rohit Sharma, score: 663.525024, desc: Indian cricketer, 7389 / 9131, 0.81\n",
+      "OK: Rokia Traoré, score: 475.556183, desc: Malian singer-songwriter, 7390 / 9131, 0.81\n",
+      "OK: Roland Jahn, score: 350.406677, desc: German journalist, 7391 / 9131, 0.81\n",
+      "OK: Rolandas Paksas, score: 411.561859, desc: Former President of Lithuania, 7392 / 9131, 0.81\n",
+      "OK: Rolando Bianchi, score: 436.815735, desc: Italian soccer player, 7393 / 9131, 0.81\n",
+      "OK: Rolando Boldrin, score: 369.64859, desc: Actor, 7394 / 9131, 0.81\n",
+      "OK: Rolando Maran, score: 450.765564, desc: Italian football manager, 7395 / 9131, 0.81\n",
+      "OK: Rolando McClain, score: 459.576752, desc: Football linebacker, 7396 / 9131, 0.81\n",
+      "OK: Rolando Villazón, score: 534.515015, desc: French-Mexican tenor, 7397 / 9131, 0.81\n",
+      "OK: Roma Asrani, score: 389.416962, desc: Indian model, 7398 / 9131, 0.81\n",
+      "OK: Roma Gąsiorowska, score: 428.821198, desc: Polish actress, 7399 / 9131, 0.81\n",
+      "OK: Roma Maffia, score: 464.022369, desc: American actress, 7400 / 9131, 0.81\n",
+      "OK: Romain Duris, score: 517.300049, desc: French actor, 7401 / 9131, 0.81\n",
+      "OK: Romain Grosjean, score: 612.022949, desc: Racing driver, 7402 / 9131, 0.81\n",
+      "OK: Roman Knizka, score: 368.67218, desc: Actor, 7403 / 9131, 0.81\n",
+      "OK: Roman Koudelka, score: 361.608643, desc: Ski jumper, 7404 / 9131, 0.81\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Roman Neustädter, score: 525.541809, desc: Soccer player, 7405 / 9131, 0.81\n",
+      "OK: Roman Polko, score: 364.249695, desc: Polish officer, 7406 / 9131, 0.81\n",
+      "OK: Roman Reigns, score: 793.426636, desc: American professional wrestler, 7407 / 9131, 0.81\n",
+      "OK: Roman Šebrle, score: 521.818787, desc: Athlete, 7408 / 9131, 0.81\n",
+      "OK: Romelu Lukaku, score: 784.588562, desc: Soccer player, 7409 / 9131, 0.81\n",
+      "OK: Romeo Santos, score: 709.125061, desc: American singer-songwriter, 7410 / 9131, 0.81\n",
+      "OK: Romero Jucá, score: 444.727234, desc: Brazilian senator, 7411 / 9131, 0.81\n",
+      "OK: Romina Mondello, score: 378.186554, desc: Italian actress, 7412 / 9131, 0.81\n",
+      "OK: Rommel Pacheco, score: 469.802582, desc: Mexican diver, 7413 / 9131, 0.81\n",
+      "OK: Romy Schneider, score: 643.579712, desc: Film actress, 7414 / 9131, 0.81\n",
+      "OK: Ron Atkinson, score: 517.393494, desc: Former soccer player, 7415 / 9131, 0.81\n",
+      "OK: Ron Dennis, score: 504.996521, desc: British businessman, 7416 / 9131, 0.81\n",
+      "OK: Ron Dermer, score: 380.201355, desc: American-Israeli consultant, 7417 / 9131, 0.81\n",
+      "OK: Ron Ng, score: 487.093933, desc: Actor, 7418 / 9131, 0.81\n",
+      "OK: Ron Paul, score: 1027.190674, desc: Former U.S. Representative, 7419 / 9131, 0.81\n",
+      "OK: Ron Thal, score: 490.820923, desc: American guitarist, 7420 / 9131, 0.81\n",
+      "OK: Ron Vlaar, score: 478.499268, desc: Dutch soccer player, 7421 / 9131, 0.81\n",
+      "OK: Ron-Robert Zieler, score: 642.001099, desc: German soccer player, 7422 / 9131, 0.81\n",
+      "OK: RonReaco Lee, score: 426.099304, desc: American television actor, 7423 / 9131, 0.81\n",
+      "OK: Rona Ambrose, score: 474.754089, desc: Former Member of the Canadian House of Commons, 7424 / 9131, 0.81\n",
+      "OK: Ronald Plasterk, score: 450.702118, desc: Dutch politician, 7425 / 9131, 0.81\n",
+      "OK: Ronald Pofalla, score: 416.126831, desc: Former Federal Minister for Special Affairs (Germany), 7426 / 9131, 0.81\n",
+      "OK: Ronan Farrow, score: 566.106812, desc: American journalist, 7427 / 9131, 0.81\n",
+      "OK: Ronan OGara, score: 82.322411, desc: Rugby player, 7428 / 9131, 0.81\n",
+      "OK: Ronit Elkabetz, score: 443.926086, desc: Israeli actress, 7429 / 9131, 0.81\n",
+      "OK: Ronit Roy, score: 539.796265, desc: Indian actor, 7430 / 9131, 0.81\n",
+      "OK: Ronn Moss, score: 489.446564, desc: American actor, 7431 / 9131, 0.81\n",
+      "OK: Ronnie Coleman, score: 584.598816, desc: American bodybuilder, 7432 / 9131, 0.81\n",
+      "OK: Ronnie Dunn, score: 474.403625, desc: American singer-songwriter, 7433 / 9131, 0.81\n",
+      "OK: Ronnie OSullivan, score: 85.288429, desc: Snooker player, 7434 / 9131, 0.81\n",
+      "OK: Ronnie Ortiz-Magro, score: 694.589172, desc: American television personality, 7435 / 9131, 0.81\n",
+      "OK: Ronnie Wood, score: 638.498352, desc: Musician, 7436 / 9131, 0.81\n",
+      "OK: Ronny Rockel, score: 364.729095, desc: Bodybuilder, 7437 / 9131, 0.81\n",
+      "OK: Roop Kumar Rathod, score: 628.796997, desc: Indian music director, 7438 / 9131, 0.81\n",
+      "OK: Roque Santa Cruz, score: 728.353577, desc: Soccer player, 7439 / 9131, 0.81\n",
+      "OK: Rory Best, score: 470.534973, desc: Northern Irish rugby player, 7440 / 9131, 0.81\n",
+      "OK: Rory Culkin, score: 533.146057, desc: American actor, 7441 / 9131, 0.81\n",
+      "OK: Rory MacDonald, score: 494.945221, desc: Canadian mixed martial artist, 7442 / 9131, 0.82\n",
+      "OK: Rory McIlroy, score: 714.646973, desc: Professional golfer, 7443 / 9131, 0.82\n",
+      "OK: Rory Sloane, score: 532.29248, desc: Australian rules footballer, 7444 / 9131, 0.82\n",
+      "OK: Rory Stewart, score: 480.283142, desc: Member of Parliament of the United Kingdom, 7445 / 9131, 0.82\n",
+      "OK: Rosa Mendes, score: 498.990479, desc: Canadian model, 7446 / 9131, 0.82\n",
+      "OK: Rosalie Thomass, score: 432.404602, desc: German actress, 7447 / 9131, 0.82\n",
+      "OK: Rosamund Pike, score: 662.885864, desc: Actress, 7448 / 9131, 0.82\n",
+      "OK: Rosanna Scotto, score: 398.072144, desc: News anchor, 7449 / 9131, 0.82\n",
+      "OK: Rosanne Cash, score: 577.880005, desc: American singer-songwriter, 7450 / 9131, 0.82\n",
+      "OK: Rosario Murillo, score: 466.112579, desc: Daniel Ortega's wife, 7451 / 9131, 0.82\n",
+      "OK: Rose Byrne, score: 662.088989, desc: Australian actress, 7452 / 9131, 0.82\n",
+      "OK: Rose McGowan, score: 656.609131, desc: Actress, 7453 / 9131, 0.82\n",
+      "OK: Roseanne Barr, score: 694.895325, desc: American actress, 7454 / 9131, 0.82\n",
+      "OK: Roselyn Sánchez, score: 606.181763, desc: Singer-songwriter, 7455 / 9131, 0.82\n",
+      "OK: Roselyne Bachelot, score: 463.153168, desc: Former Minister for the Ecological and Inclusive Transition of France, 7456 / 9131, 0.82\n",
+      "OK: Rosemarie DeWitt, score: 524.604126, desc: American actress, 7457 / 9131, 0.82\n",
+      "OK: Roshni Chopra, score: 415.372498, desc: Indian actress, 7458 / 9131, 0.82\n",
+      "OK: Roshumba Williams, score: 436.675842, desc: American model, 7459 / 9131, 0.82\n",
+      "OK: Rosi Mittermaier, score: 474.613525, desc: Alpine ski racer, 7460 / 9131, 0.82\n",
+      "OK: Rosie Jones, score: 458.574219, desc: English model, 7461 / 9131, 0.82\n",
+      "OK: Rosie ODonnell, score: 93.964211, desc: American comedian, 7462 / 9131, 0.82\n",
+      "OK: Rosie Perez, score: 592.627197, desc: American actress, 7463 / 9131, 0.82\n",
+      "OK: Ross Antony, score: 461.514496, desc: Actor, 7464 / 9131, 0.82\n",
+      "OK: Ross Brawn, score: 489.652466, desc: Engineer, 7465 / 9131, 0.82\n",
+      "OK: Ross Mathews, score: 469.336426, desc: American television personality, 7466 / 9131, 0.82\n",
+      "OK: Ross Noble, score: 466.943695, desc: Comedian, 7467 / 9131, 0.82\n",
+      "OK: Rossy de Palma, score: 705.444397, desc: Spanish actress, 7468 / 9131, 0.82\n",
+      "OK: Rouwaida Attieh, score: 417.134125, desc: Syrian vocalist, 7469 / 9131, 0.82\n",
+      "OK: Rowan Williams, score: 862.439819, desc: Theologian, 7470 / 9131, 0.82\n",
+      "OK: Roxanne Pallett, score: 566.571167, desc: Actress, 7471 / 9131, 0.82\n",
+      "OK: Roxy Olin, score: 342.562286, desc: Actor, 7472 / 9131, 0.82\n",
+      "OK: Roy Blunt, score: 596.531982, desc: United States Senator, 7473 / 9131, 0.82\n",
+      "OK: Roy Horn, score: 251.102768, desc: , 7474 / 9131, 0.82\n",
+      "OK: Roy Jones Jr., score: 1033.464355, desc: Professional boxer, 7475 / 9131, 0.82\n",
+      "OK: Roy Keane, score: 643.464966, desc: Irish football manager, 7476 / 9131, 0.82\n",
+      "OK: Roy Oswalt, score: 494.47229, desc: Baseball pitcher, 7477 / 9131, 0.82\n",
+      "OK: Royler Gracie, score: 431.930115, desc: American-Brazilian mixed martial artist, 7478 / 9131, 0.82\n",
+      "OK: Rozalia Mancewicz, score: 419.76181, desc: , 7479 / 9131, 0.82\n",
+      "OK: Rozanna Purcell, score: 424.65744, desc: Irish model, 7480 / 9131, 0.82\n",
+      "OK: Rozonda Thomas, score: 532.162842, desc: American dancer, 7481 / 9131, 0.82\n",
+      "OK: Ruairi Quinn, score: 394.857819, desc: Minister for Education and Skills, 7482 / 9131, 0.82\n",
+      "OK: Ruba Nadda, score: 331.890594, desc: Canadian film director, 7483 / 9131, 0.82\n",
+      "OK: Ruben Studdard, score: 591.231995, desc: American gospel singer, 7484 / 9131, 0.82\n",
+      "OK: Rubens Barrichello, score: 601.520325, desc: Brazilian racing driver, 7485 / 9131, 0.82\n",
+      "OK: Rubina Dilaik, score: 549.198242, desc: Indian actress, 7486 / 9131, 0.82\n",
+      "OK: Ruby Lin, score: 607.551331, desc: Taiwanese actress, 7487 / 9131, 0.82\n",
+      "OK: Ruby Wax, score: 469.865906, desc: Actress, 7488 / 9131, 0.82\n",
+      "OK: Rubén Castro, score: 503.810455, desc: Spanish soccer player, 7489 / 9131, 0.82\n",
+      "OK: Rubén Omar Romano, score: 565.372253, desc: Argentine-Mexican coach, 7490 / 9131, 0.82\n",
+      "OK: Rubén Tejada, score: 426.2742, desc: Baseball infielder, 7491 / 9131, 0.82\n",
+      "OK: Rudi García, score: 568.334961, desc: French football manager, 7492 / 9131, 0.82\n",
+      "OK: Rudolf Nureyev, score: 549.556396, desc: Ballet dancer, 7493 / 9131, 0.82\n",
+      "OK: Rudolf Schenker, score: 492.015076, desc: German guitarist, 7494 / 9131, 0.82\n",
+      "OK: Rudy Demotte, score: 353.197266, desc: Belgian Politician, 7495 / 9131, 0.82\n",
+      "OK: Rudy Gay, score: 565.257812, desc: American basketball player, 7496 / 9131, 0.82\n",
+      "OK: Rudy Gestede, score: 448.399872, desc: Soccer player, 7497 / 9131, 0.82\n",
+      "OK: Ruffa Gutierrez, score: 474.64032, desc: Filipino model, 7498 / 9131, 0.82\n",
+      "OK: Rui En, score: 482.314178, desc: Singaporean actress, 7499 / 9131, 0.82\n",
+      "OK: Rula Jebreal, score: 431.227295, desc: Journalist, 7500 / 9131, 0.82\n",
+      "OK: Rulon Gardner, score: 461.263794, desc: American wrestler, 7501 / 9131, 0.82\n",
+      "OK: Runa Laila, score: 497.307343, desc: Bangladeshi playback singer, 7502 / 9131, 0.82\n",
+      "OK: Rupert Everett, score: 609.78064, desc: Actor, 7503 / 9131, 0.82\n",
+      "OK: Rupert Grint, score: 645.202332, desc: Actor, 7504 / 9131, 0.82\n",
+      "OK: Rupert Stadler, score: 523.806946, desc: German businessman, 7505 / 9131, 0.82\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Ruslana Korshunova, score: 433.47403, desc: Model, 7506 / 9131, 0.82\n",
+      "OK: Russell Brand, score: 753.204712, desc: Comedian, 7507 / 9131, 0.82\n",
+      "OK: Russell Crowe, score: 724.500061, desc: Actor, 7508 / 9131, 0.82\n",
+      "OK: Russell Howard, score: 539.093384, desc: Comedian, 7509 / 9131, 0.82\n",
+      "OK: Russell Means, score: 495.238342, desc: Activist, 7510 / 9131, 0.82\n",
+      "OK: Russell Simmons, score: 649.246399, desc: American entrepreneur, 7511 / 9131, 0.82\n",
+      "OK: Russell Slade, score: 440.065338, desc: English football manager, 7512 / 9131, 0.82\n",
+      "OK: Russell Teibert, score: 408.038574, desc: Soccer player, 7513 / 9131, 0.82\n",
+      "OK: Russell Watson, score: 503.479401, desc: Tenor, 7514 / 9131, 0.82\n",
+      "OK: Russell Westbrook, score: 714.170288, desc: American basketball player, 7515 / 9131, 0.82\n",
+      "OK: Ruth Beitia, score: 486.660706, desc: Spanish Politician, 7516 / 9131, 0.82\n",
+      "OK: Ruth Langsford, score: 477.904694, desc: Television presenter, 7517 / 9131, 0.82\n",
+      "OK: Ruth Lorenzo, score: 545.46167, desc: Spanish singer, 7518 / 9131, 0.82\n",
+      "OK: Ryad Boudebouz, score: 496.805084, desc: Soccer player, 7519 / 9131, 0.82\n",
+      "OK: Ryan Agoncillo, score: 449.157501, desc: Filipino film actor, 7520 / 9131, 0.82\n",
+      "OK: Ryan Bertrand, score: 500.273102, desc: Soccer player, 7521 / 9131, 0.82\n",
+      "OK: Ryan Bingham, score: 573.061707, desc: Singer-songwriter, 7522 / 9131, 0.82\n",
+      "OK: Ryan Cabrera, score: 512.606018, desc: American singer-songwriter, 7523 / 9131, 0.82\n",
+      "OK: Ryan Cochrane, score: 376.74295, desc: Canadian swimmer, 7524 / 9131, 0.82\n",
+      "OK: Ryan Dunn, score: 571.901733, desc: American stunt performer, 7525 / 9131, 0.82\n",
+      "OK: Ryan Giggs, score: 674.14856, desc: Football coach, 7526 / 9131, 0.82\n",
+      "OK: Ryan Gosling, score: 737.708557, desc: Canadian actor, 7527 / 9131, 0.82\n",
+      "OK: Ryan Leslie, score: 504.399628, desc: American recording artist, 7528 / 9131, 0.82\n",
+      "OK: Ryan Lochte, score: 696.167603, desc: American swimmer, 7529 / 9131, 0.82\n",
+      "OK: Ryan McDonagh, score: 439.794678, desc: Ice hockey defenseman, 7530 / 9131, 0.82\n",
+      "OK: Ryan Merriman, score: 505.613342, desc: American actor, 7531 / 9131, 0.82\n",
+      "OK: Ryan Newman, score: 619.24176, desc: American race car driver, 7532 / 9131, 0.82\n",
+      "OK: Ryan Peake, score: 421.315613, desc: Guitarist, 7533 / 9131, 0.82\n",
+      "OK: Ryan Seacrest, score: 936.954651, desc: American radio personality, 7534 / 9131, 0.83\n",
+      "OK: Ryan Sidebottom, score: 423.738037, desc: Cricketer, 7535 / 9131, 0.83\n",
+      "OK: Ryan Starr, score: 384.815857, desc: Singer, 7536 / 9131, 0.83\n",
+      "OK: Ryan Sweeting, score: 570.995667, desc: Tennis player, 7537 / 9131, 0.83\n",
+      "OK: Ryne Sandberg, score: 742.915039, desc: American professional baseball player, 7538 / 9131, 0.83\n",
+      "OK: Ryohei Chiba, score: 354.609436, desc: Japanese singer, 7539 / 9131, 0.83\n",
+      "OK: Ryoko Hirosue, score: 592.886169, desc: Japanese actress, 7540 / 9131, 0.83\n",
+      "OK: Ryosuke Yamada, score: 603.062195, desc: Japanese idol, 7541 / 9131, 0.83\n",
+      "OK: Ryszard Czarnecki, score: 427.83609, desc: Former Vice President of the European Parliament, 7542 / 9131, 0.83\n",
+      "OK: Ryszard Tarasiewicz, score: 406.267822, desc: Polish soccer player, 7543 / 9131, 0.83\n",
+      "OK: Rytmus, score: 39.479958, desc: Rapper, 7544 / 9131, 0.83\n",
+      "OK: Ryutaro Morimoto, score: 460.991669, desc: Japanese singer, 7545 / 9131, 0.83\n",
+      "OK: Rémi Garde, score: 481.480408, desc: French football coach, 7546 / 9131, 0.83\n",
+      "OK: Róisín Murphy, score: 571.856262, desc: Irish singer-songwriter, 7547 / 9131, 0.83\n",
+      "OK: Rüdiger Grube, score: 371.510162, desc: , 7548 / 9131, 0.83\n",
+      "OK: SE Cupp, score: , desc: , 7549 / 9131, 0.83\n",
+      "OK: SS Rajamouli, score: 244.372604, desc: Indian film director, 7550 / 9131, 0.83\n",
+      "OK: SATOMI, score: 37.71545, desc: Japanese actress, 7551 / 9131, 0.83\n",
+      "OK: Saad Hariri, score: 522.76532, desc: Prime Minister of Lebanon, 7552 / 9131, 0.83\n",
+      "OK: Saaya Irie, score: 482.60791, desc: Japanese actress, 7553 / 9131, 0.83\n",
+      "OK: Sabahat Akkiraz, score: 477.27243, desc: Turkish singer, 7554 / 9131, 0.83\n",
+      "OK: Sabina Classen, score: 384.151031, desc: German singer, 7555 / 9131, 0.83\n",
+      "OK: Sabine Leutheusser-Schnarrenberger, score: 577.343567, desc: German Politician, 7556 / 9131, 0.83\n",
+      "OK: Sabine Lisicki, score: 610.575256, desc: German tennis player, 7557 / 9131, 0.83\n",
+      "OK: Sabitha Indra Reddy, score: 473.849915, desc: Indian Politician, 7558 / 9131, 0.83\n",
+      "OK: Sabri Lamouchi, score: 486.161957, desc: French-Tunisian soccer player, 7559 / 9131, 0.83\n",
+      "OK: Sabrina Ouazani, score: 493.339569, desc: French actress, 7560 / 9131, 0.83\n",
+      "OK: Sabrina Sabrok, score: 486.006836, desc: Argentine television host, 7561 / 9131, 0.83\n",
+      "OK: Sabrina Setlur, score: 514.504578, desc: German rapper, 7562 / 9131, 0.83\n",
+      "OK: Sacha Parkinson, score: 405.928925, desc: Actress, 7563 / 9131, 0.83\n",
+      "OK: Sacinandana Swami, score: 344.789856, desc: Guru, 7564 / 9131, 0.83\n",
+      "OK: Sadie Frost, score: 504.289398, desc: Actress, 7565 / 9131, 0.83\n",
+      "OK: Saeed Ajmal, score: 462.62854, desc: Cricketer, 7566 / 9131, 0.83\n",
+      "OK: Safet Sušić, score: 528.662903, desc: Football manager, 7567 / 9131, 0.83\n",
+      "OK: Saffron Burrows, score: 546.272583, desc: Actress, 7568 / 9131, 0.83\n",
+      "OK: Sagarika Ghatge, score: 474.1698, desc: Indian model, 7569 / 9131, 0.83\n",
+      "OK: Sahra Wagenknecht, score: 577.271729, desc: Member of the Bundestag, 7570 / 9131, 0.83\n",
+      "OK: Sai Tamhankar, score: 474.733307, desc: Indian actress, 7571 / 9131, 0.83\n",
+      "OK: Saicy Aguila, score: 304.589966, desc: Filipino actor, 7572 / 9131, 0.83\n",
+      "OK: Saige Ryan Campbell, score: 346.092285, desc: Actress, 7573 / 9131, 0.83\n",
+      "OK: Saina Nehwal, score: 659.287231, desc: Indian badminton player, 7574 / 9131, 0.83\n",
+      "OK: Sakshi Shivanand, score: 440.387085, desc: Indian actress, 7575 / 9131, 0.83\n",
+      "OK: Saku Koivu, score: 450.228394, desc: Finnish ice hockey player, 7576 / 9131, 0.83\n",
+      "OK: Sally Farmiloe, score: 334.576813, desc: Actress, 7577 / 9131, 0.83\n",
+      "OK: Sally Fitzgibbons, score: 447.047455, desc: Australian surfer, 7578 / 9131, 0.83\n",
+      "OK: Sally Nugent, score: 411.627625, desc: Journalist, 7579 / 9131, 0.83\n",
+      "OK: Sally Pressman, score: 428.724854, desc: American actress, 7580 / 9131, 0.83\n",
+      "OK: Salomon Kalou, score: 559.172852, desc: Ivorian soccer player, 7581 / 9131, 0.83\n",
+      "OK: Saloni Aswani, score: 434.259216, desc: Indian film actress, 7582 / 9131, 0.83\n",
+      "OK: Salva Sevilla, score: 392.713501, desc: Spanish soccer player, 7583 / 9131, 0.83\n",
+      "OK: Salvador Cabañas, score: 549.212219, desc: Soccer striker, 7584 / 9131, 0.83\n",
+      "OK: Salvador Sánchez Cerén, score: 637.687866, desc: President of El Salvador, 7585 / 9131, 0.83\n",
+      "OK: Salvatore Adamo, score: 609.02478, desc: Musician, 7586 / 9131, 0.83\n",
+      "OK: Salvatore Sirigu, score: 520.629517, desc: Italian soccer player, 7587 / 9131, 0.83\n",
+      "OK: Sam Allardyce, score: 602.068726, desc: English football manager, 7588 / 9131, 0.83\n",
+      "OK: Sam Attwater, score: 434.171448, desc: Actor, 7589 / 9131, 0.83\n",
+      "OK: Sam Brownback, score: 638.289734, desc: United States Ambassador-at-Large for International Religious Freedom, 7590 / 9131, 0.83\n",
+      "OK: Sam Burgess, score: 551.310608, desc: Rugby league rugby prop, 7591 / 9131, 0.83\n",
+      "OK: Sam Champion, score: 486.536377, desc: American anchor, 7592 / 9131, 0.83\n",
+      "OK: Sam Claflin, score: 626.096619, desc: Actor, 7593 / 9131, 0.83\n",
+      "OK: Sam Fuld, score: 404.781219, desc: Baseball outfielder, 7594 / 9131, 0.83\n",
+      "OK: Sam Nazarian, score: 395.88324, desc: American-Iranian businessman, 7595 / 9131, 0.83\n",
+      "OK: Sam Pinto, score: 455.47702, desc: Filipino actress, 7596 / 9131, 0.83\n",
+      "OK: Sam Rockwell, score: 636.245178, desc: American actor, 7597 / 9131, 0.83\n",
+      "OK: Sam Sorbo, score: 436.334686, desc: American actress, 7598 / 9131, 0.83\n",
+      "OK: Sam Thaiday, score: 508.592896, desc: Rugby league rugby prop, 7599 / 9131, 0.83\n",
+      "OK: Sam Tomkins, score: 466.50351, desc: Rugby league fullback, 7600 / 9131, 0.83\n",
+      "OK: Sam Warburton, score: 513.797424, desc: Rugby player, 7601 / 9131, 0.83\n",
+      "OK: Sam Way, score: 330.84967, desc: British model, 7602 / 9131, 0.83\n",
+      "OK: Sam Zell, score: 438.222809, desc: American businessman, 7603 / 9131, 0.83\n",
+      "OK: Samantha Cristoforetti, score: 466.583435, desc: Italian astronaut, 7604 / 9131, 0.83\n",
+      "OK: Samantha Droke, score: 401.11261, desc: American actress, 7605 / 9131, 0.83\n",
+      "OK: Samantha Eggar, score: 496.752258, desc: Film actress, 7606 / 9131, 0.83\n",
+      "OK: Samantha Fox, score: 633.967957, desc: Singer-songwriter, 7607 / 9131, 0.83\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Samantha Mumba, score: 526.975037, desc: Irish singer, 7608 / 9131, 0.83\n",
+      "OK: Samantha Peszek, score: 420.88446, desc: American gymnast, 7609 / 9131, 0.83\n",
+      "OK: Samantha Power, score: 518.614136, desc: Former United States Ambassador to the United Nations, 7610 / 9131, 0.83\n",
+      "OK: Samantha Ruth Prabhu, score: 752.957153, desc: Indian actress, 7611 / 9131, 0.83\n",
+      "OK: Samantha Stosur, score: 669.271912, desc: Australian tennis player, 7612 / 9131, 0.83\n",
+      "OK: Sambou Yatabaré, score: 427.553711, desc: Soccer player, 7613 / 9131, 0.83\n",
+      "OK: Sameer Dattani, score: 385.275757, desc: Indian film actor, 7614 / 9131, 0.83\n",
+      "OK: Sami Al-Jaber, score: 724.883362, desc: Soccer striker, 7615 / 9131, 0.83\n",
+      "OK: Sami Hyypiä, score: 535.292908, desc: Finnish football manager, 7616 / 9131, 0.83\n",
+      "OK: Sami Khedira, score: 657.864624, desc: Soccer player, 7617 / 9131, 0.83\n",
+      "OK: Sami Lukis, score: 377.412415, desc: Australian television personality, 7618 / 9131, 0.83\n",
+      "OK: Sami Yusuf, score: 586.110168, desc: British singer-songwriter, 7619 / 9131, 0.83\n",
+      "OK: Samia Ghadie, score: 451.634064, desc: Actress, 7620 / 9131, 0.83\n",
+      "OK: Samir Nasri, score: 647.07489, desc: Soccer player, 7621 / 9131, 0.83\n",
+      "OK: Samir Soni, score: 467.301147, desc: Film actor, 7622 / 9131, 0.83\n",
+      "OK: Sammi Cheng, score: 585.4552, desc: Singer, 7623 / 9131, 0.83\n",
+      "OK: Sammy Adams, score: 441.761963, desc: American hip-hop artist, 7624 / 9131, 0.83\n",
+      "OK: Sammy Hagar, score: 811.637268, desc: American vocalist, 7625 / 9131, 0.84\n",
+      "OK: Sammy Winward, score: 430.442993, desc: Actress, 7626 / 9131, 0.84\n",
+      "OK: Samsaya, score: 28.960258, desc: Norwegian singer, 7627 / 9131, 0.84\n",
+      "OK: Samu Haber, score: 547.92511, desc: Finnish singer-songwriter, 7628 / 9131, 0.84\n",
+      "OK: Samuel Etoo, score: 436.914612, desc: Soccer player, 7629 / 9131, 0.84\n",
+      "OK: Samuel Rosa, score: 439.095459, desc: Singer, 7630 / 9131, 0.84\n",
+      "OK: Samuli Edelmann, score: 496.786316, desc: Finnish actor, 7631 / 9131, 0.84\n",
+      "OK: Samvrutha Sunil, score: 452.931427, desc: Indian film actress, 7632 / 9131, 0.84\n",
+      "OK: Samy Naceri, score: 545.527039, desc: French actor, 7633 / 9131, 0.84\n",
+      "OK: Sana Khan, score: 534.022461, desc: Indian actress, 7634 / 9131, 0.84\n",
+      "OK: Sanaya Irani, score: 569.228271, desc: Indian television actress, 7635 / 9131, 0.84\n",
+      "OK: Sandeepa Dhar, score: 417.469543, desc: Indian actress, 7636 / 9131, 0.84\n",
+      "OK: Sandra Echeverría, score: 526.456665, desc: Mexican actress, 7637 / 9131, 0.84\n",
+      "OK: Sandra Izbașa, score: 476.477661, desc: Romanian gymnast, 7638 / 9131, 0.84\n",
+      "OK: Sandra Lee, score: 546.554932, desc: American dermatologist, 7639 / 9131, 0.84\n",
+      "OK: Sandra Maischberger, score: 472.843292, desc: German journalist, 7640 / 9131, 0.84\n",
+      "OK: Sandra Nováková, score: 341.740112, desc: Actress, 7641 / 9131, 0.84\n",
+      "OK: Sandra Perković, score: 534.660461, desc: Croatian olympic athlete, 7642 / 9131, 0.84\n",
+      "OK: Sandra Sully, score: 411.375671, desc: Australian journalist, 7643 / 9131, 0.84\n",
+      "HTTP Error 503: Service Unavailable Sandrine Corman\n",
+      "OK: Sandrine Corman, score: 397.536102, desc: Belgian television presenter, 7644 / 9131, 0.84\n",
+      "OK: Sandro Rosell, score: 470.791046, desc: Spanish businessman, 7645 / 9131, 0.84\n",
+      "OK: Sandro de América, score: 725.552673, desc: Artist, 7646 / 9131, 0.84\n",
+      "OK: Sandy Koufax, score: 757.659546, desc: Professional baseball pitcher, 7647 / 9131, 0.84\n",
+      "OK: Sandy Leah Lima, score: 837.548767, desc: Brazilian singer-songwriter, 7648 / 9131, 0.84\n",
+      "OK: Sandy Mölling, score: 460.637421, desc: German singer, 7649 / 9131, 0.84\n",
+      "OK: Sangeeta Bijlani, score: 513.654968, desc: Indian actress, 7650 / 9131, 0.84\n",
+      "OK: Sanjay Dutt, score: 755.099731, desc: Indian film actor, 7651 / 9131, 0.84\n",
+      "OK: Sanjjanaa, score: 27.698622, desc: Indian model, 7652 / 9131, 0.84\n",
+      "OK: Sanna Bråding, score: 407.91391, desc: Swedish actress, 7653 / 9131, 0.84\n",
+      "OK: Sanna Nielsen, score: 564.634216, desc: Swedish singer, 7654 / 9131, 0.84\n",
+      "OK: Sanne Salomonsen, score: 493.692657, desc: Danish singer, 7655 / 9131, 0.84\n",
+      "OK: Santi Cazorla, score: 624.369385, desc: Spanish soccer player, 7656 / 9131, 0.84\n",
+      "OK: Santiago Giraldo, score: 486.519348, desc: Colombian tennis player, 7657 / 9131, 0.84\n",
+      "OK: Santino Marella, score: 554.338989, desc: Sports analyst, 7658 / 9131, 0.84\n",
+      "OK: Sanya Richards-Ross, score: 683.483582, desc: American-Jamaican track and field athlete, 7659 / 9131, 0.84\n",
+      "OK: Saphir Taïder, score: 486.831512, desc: Soccer player, 7660 / 9131, 0.84\n",
+      "OK: Sara Carbonero, score: 547.349731, desc: Spanish journalist, 7661 / 9131, 0.84\n",
+      "OK: Sara Corrales, score: 448.087738, desc: Colombian television actress, 7662 / 9131, 0.84\n",
+      "OK: Sara Errani, score: 590.601196, desc: Tennis player, 7663 / 9131, 0.84\n",
+      "OK: Sara Maldonado, score: 455.402222, desc: Mexican actress, 7664 / 9131, 0.84\n",
+      "OK: Sara Thunebro, score: 385.818573, desc: Swedish soccer player, 7665 / 9131, 0.84\n",
+      "OK: Sarah Burke, score: 423.966888, desc: Canadian freestyle skier, 7666 / 9131, 0.84\n",
+      "OK: Sarah Cawood, score: 382.898407, desc: Broadcaster, 7667 / 9131, 0.84\n",
+      "OK: Sarah Hadland, score: 445.169037, desc: Actress, 7668 / 9131, 0.84\n",
+      "OK: Sarah Harding, score: 531.260864, desc: English singer, 7669 / 9131, 0.84\n",
+      "OK: Sarah Jarosz, score: 454.397552, desc: American singer-songwriter, 7670 / 9131, 0.84\n",
+      "OK: Sarah Jessica Parker, score: 970.881653, desc: American actress, 7671 / 9131, 0.84\n",
+      "OK: Sarah Lancaster, score: 516.74823, desc: American actress, 7672 / 9131, 0.84\n",
+      "OK: Sarah Menezes, score: 385.597778, desc: Olympic athlete, 7673 / 9131, 0.84\n",
+      "OK: Sarah Murdoch, score: 449.285431, desc: Actress, 7674 / 9131, 0.84\n",
+      "OK: Sarah Silverman, score: 660.968384, desc: American stand-up comedian, 7675 / 9131, 0.84\n",
+      "OK: Sarah Sjöström, score: 555.122803, desc: Swedish swimmer, 7676 / 9131, 0.84\n",
+      "OK: Sarah Solemani, score: 431.129578, desc: Actress, 7677 / 9131, 0.84\n",
+      "OK: Sarah Wynter, score: 449.684174, desc: Australian actress, 7678 / 9131, 0.84\n",
+      "OK: Sarah-Jane Crawford, score: 522.030029, desc: Television presenter, 7679 / 9131, 0.84\n",
+      "OK: Saralisa Volm, score: 403.478577, desc: German actress, 7680 / 9131, 0.84\n",
+      "OK: Saranya Mohan, score: 430.406128, desc: Indian film actress, 7681 / 9131, 0.84\n",
+      "OK: Sarimah Ibrahim, score: 367.489929, desc: Irish-Malaysian television host, 7682 / 9131, 0.84\n",
+      "OK: Sascha Lobo, score: 392.142059, desc: German blogger, 7683 / 9131, 0.84\n",
+      "OK: Sascha Riether, score: 422.203766, desc: German soccer player, 7684 / 9131, 0.84\n",
+      "OK: Sasha Alexander, score: 567.879211, desc: Actress, 7685 / 9131, 0.84\n",
+      "OK: Sasha Allen, score: 427.123444, desc: American singer, 7686 / 9131, 0.84\n",
+      "OK: Sasha Pivovarova, score: 455.372192, desc: Russian supermodel, 7687 / 9131, 0.84\n",
+      "OK: Sasha Roiz, score: 490.663666, desc: Canadian-Israeli actor, 7688 / 9131, 0.84\n",
+      "OK: Sasha Strunin, score: 424.741241, desc: Singer, 7689 / 9131, 0.84\n",
+      "OK: Sasha Vujačić, score: 499.150848, desc: Slovenian basketball player, 7690 / 9131, 0.84\n",
+      "OK: Saskia Bartusiak, score: 412.362244, desc: German soccer player, 7691 / 9131, 0.84\n",
+      "OK: Saskia Sassen, score: 454.197174, desc: American-Dutch sociologist, 7692 / 9131, 0.84\n",
+      "OK: Saskia Valencia, score: 374.693695, desc: Actress, 7693 / 9131, 0.84\n",
+      "OK: Sathyaraj, score: 44.065479, desc: Indian film actor, 7694 / 9131, 0.84\n",
+      "OK: Satoru Iwata, score: 535.058472, desc: Japanese video game programmer, 7695 / 9131, 0.84\n",
+      "OK: Saulo Fernandes, score: 441.347412, desc: Brazilian singer, 7696 / 9131, 0.84\n",
+      "OK: Savannah Guthrie, score: 563.990356, desc: American broadcaster, 7697 / 9131, 0.84\n",
+      "OK: Sayaka Yamamoto, score: 606.339661, desc: Japanese idol, 7698 / 9131, 0.84\n",
+      "OK: Sayali Bhagat, score: 413.271484, desc: Indian actress, 7699 / 9131, 0.84\n",
+      "OK: Sayumi Michishige, score: 559.027344, desc: TV actor, 7700 / 9131, 0.84\n",
+      "OK: Sazzy Falak, score: 364.679413, desc: Malaysian actress, 7701 / 9131, 0.84\n",
+      "OK: Saïd Taghmaoui, score: 504.483093, desc: American-French actor, 7702 / 9131, 0.84\n",
+      "OK: Saúl Lisazo, score: 439.295471, desc: Argentine actor, 7703 / 9131, 0.84\n",
+      "OK: Scarlet Ortiz, score: 450.624146, desc: Venezuelan actress, 7704 / 9131, 0.84\n",
+      "OK: Scheila Carvalho, score: 452.920532, desc: Brazilian model, 7705 / 9131, 0.84\n",
+      "OK: Scoop Jardine, score: 343.330627, desc: American basketball player, 7706 / 9131, 0.84\n",
+      "OK: Scoot McNairy, score: 493.885742, desc: American actor, 7707 / 9131, 0.84\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Scott Brooks, score: 463.031311, desc: American basketball coach, 7708 / 9131, 0.84\n",
+      "OK: Scott Caan, score: 571.538147, desc: American actor, 7709 / 9131, 0.84\n",
+      "OK: Scott Clifton, score: 485.101898, desc: American actor, 7710 / 9131, 0.84\n",
+      "OK: Scott Eastwood, score: 620.919922, desc: American actor, 7711 / 9131, 0.84\n",
+      "OK: Scott Foley, score: 559.325623, desc: American actor, 7712 / 9131, 0.84\n",
+      "OK: Scott Hartnell, score: 432.788757, desc: Ice hockey player, 7713 / 9131, 0.84\n",
+      "OK: Scott Parker, score: 518.113708, desc: Soccer player, 7714 / 9131, 0.84\n",
+      "OK: Scott Quigg, score: 419.249664, desc: British boxer, 7715 / 9131, 0.84\n",
+      "OK: Scott Selwood, score: 415.029602, desc: Australian rules footballer, 7716 / 9131, 0.85\n",
+      "OK: Scott Thomas, score: 528.89679, desc: Actress, 7717 / 9131, 0.85\n",
+      "OK: Scott Walker, score: 839.582153, desc: Governor of Wisconsin, 7718 / 9131, 0.85\n",
+      "OK: Scottie Pippen, score: 688.508545, desc: American basketball player, 7719 / 9131, 0.85\n",
+      "OK: Scottie Thompson, score: 583.475647, desc: Filipino basketball player, 7720 / 9131, 0.85\n",
+      "OK: Scotty Nguyen, score: 488.577911, desc: American-Vietnamese professional poker player, 7721 / 9131, 0.85\n",
+      "OK: Seamus Dever, score: 464.198547, desc: American actor, 7722 / 9131, 0.85\n",
+      "OK: Sean Avery, score: 455.786926, desc: Canadian ice hockey player, 7723 / 9131, 0.85\n",
+      "OK: Sean Couturier, score: 422.91507, desc: American-Canadian ice hockey player, 7724 / 9131, 0.85\n",
+      "OK: Sean Dyche, score: 488.930817, desc: English soccer player, 7725 / 9131, 0.85\n",
+      "OK: Sean Faris, score: 555.443054, desc: American actor, 7726 / 9131, 0.85\n",
+      "OK: Sean Gunn, score: 540.55304, desc: American actor, 7727 / 9131, 0.85\n",
+      "OK: Sean Hannity, score: 666.916138, desc: American commentator, 7728 / 9131, 0.85\n",
+      "OK: Sean Hayes, score: 582.355835, desc: American actor, 7729 / 9131, 0.85\n",
+      "OK: Sean Kingston, score: 625.698486, desc: American-Jamaican singer, 7730 / 9131, 0.85\n",
+      "OK: Sean OPry, score: 77.33564, desc: American model, 7731 / 9131, 0.85\n",
+      "OK: Sean Paul, score: 910.180969, desc: Jamaican rapper, 7732 / 9131, 0.85\n",
+      "OK: Sean Payton, score: 533.12854, desc: Football coach, 7733 / 9131, 0.85\n",
+      "OK: Sean Price, score: 530.759033, desc: American rapper, 7734 / 9131, 0.85\n",
+      "OK: Sebahat Tuncel, score: 387.857178, desc: Politician, 7735 / 9131, 0.85\n",
+      "OK: Sebastian Arcelus, score: 447.049011, desc: American actor, 7736 / 9131, 0.85\n",
+      "OK: Sebastian Bach, score: 1025.853638, desc: Composer, 7737 / 9131, 0.85\n",
+      "OK: Sebastian Coe, score: 596.738403, desc: Member of Parliament of the United Kingdom, 7738 / 9131, 0.85\n",
+      "OK: Sebastian Edathy, score: 403.285889, desc: German Politician, 7739 / 9131, 0.85\n",
+      "OK: Sebastian Giovinco, score: 578.835999, desc: Italian soccer player, 7740 / 9131, 0.85\n",
+      "OK: Sebastian Karpiel-Bułecka, score: 517.456787, desc: Musician, 7741 / 9131, 0.85\n",
+      "OK: Sebastian Kehl, score: 490.950714, desc: Soccer player, 7742 / 9131, 0.85\n",
+      "OK: Sebastian Larsson, score: 586.513428, desc: Swedish soccer player, 7743 / 9131, 0.85\n",
+      "OK: Sebastian Mielitz, score: 383.20166, desc: Soccer goalkeeper, 7744 / 9131, 0.85\n",
+      "OK: Sebastian Roché, score: 494.25238, desc: French actor, 7745 / 9131, 0.85\n",
+      "OK: Sebastian Ruthenberg, score: 335.727081, desc: , 7746 / 9131, 0.85\n",
+      "OK: Sebastian Schipper, score: 390.911438, desc: German actor, 7747 / 9131, 0.85\n",
+      "OK: Sebastian Spence, score: 402.125092, desc: Canadian actor, 7748 / 9131, 0.85\n",
+      "OK: Sebastian Stan, score: 642.505005, desc: American-Romanian actor, 7749 / 9131, 0.85\n",
+      "OK: Sebastian Telfair, score: 473.053223, desc: American basketball player, 7750 / 9131, 0.85\n",
+      "OK: Sebastian Vettel, score: 776.088928, desc: German racing driver, 7751 / 9131, 0.85\n",
+      "OK: Sebastián Abreu, score: 627.932495, desc: Uruguayan soccer player, 7752 / 9131, 0.85\n",
+      "OK: Sebastián Coates, score: 533.987244, desc: Uruguayan soccer player, 7753 / 9131, 0.85\n",
+      "OK: Sebastián Piñera, score: 738.339905, desc: President of Chile, 7754 / 9131, 0.85\n",
+      "OK: Sebastián Rulli, score: 579.193604, desc: Actor, 7755 / 9131, 0.85\n",
+      "OK: Sebastián Saavedra, score: 376.585052, desc: Colombian racing driver, 7756 / 9131, 0.85\n",
+      "OK: Sebastián Torrico, score: 403.272949, desc: Argentine soccer player, 7757 / 9131, 0.85\n",
+      "OK: Sebastián Zurita, score: 472.234528, desc: Mexican actor, 7758 / 9131, 0.85\n",
+      "HTTP Error 503: Service Unavailable Seda Sayan\n",
+      "OK: Seda Sayan, score: 517.847473, desc: Turkish singer, 7759 / 9131, 0.85\n",
+      "OK: Sedef Avcı, score: 460.380249, desc: Turkish model, 7760 / 9131, 0.85\n",
+      "OK: Segundo Cernadas, score: 415.418823, desc: Argentine actor, 7761 / 9131, 0.85\n",
+      "OK: Seif Sharif Hamad, score: 408.094574, desc: Politician, 7762 / 9131, 0.85\n",
+      "OK: Seiji Maehara, score: 464.98642, desc: Party leader of Democratic Party, 7763 / 9131, 0.85\n",
+      "OK: Seka Aleksić, score: 491.503357, desc: Musical artist, 7764 / 9131, 0.85\n",
+      "OK: Sekhar Kammula, score: 443.479065, desc: Indian film director, 7765 / 9131, 0.85\n",
+      "OK: Sekope Kepu, score: 400.892426, desc: Australian rugby player, 7766 / 9131, 0.85\n",
+      "OK: Selah Sue, score: 517.977478, desc: Belgian musician, 7767 / 9131, 0.85\n",
+      "OK: Selahattin Demirtaş, score: 678.82074, desc: Turkish Politician, 7768 / 9131, 0.85\n",
+      "OK: Selenis Leyva, score: 549.309387, desc: American actress, 7769 / 9131, 0.85\n",
+      "OK: Selina Gasparin, score: 383.222137, desc: Swiss biathlete, 7770 / 9131, 0.85\n",
+      "OK: Selma Bajrami, score: 421.674835, desc: Bosnian singer, 7771 / 9131, 0.85\n",
+      "OK: Selton Mello, score: 493.711456, desc: Brazilian actor, 7772 / 9131, 0.85\n",
+      "OK: Semih Kaya, score: 483.771637, desc: Turkish soccer player, 7773 / 9131, 0.85\n",
+      "OK: Semih Saygıner, score: 462.271423, desc: Turkish billiards player, 7774 / 9131, 0.85\n",
+      "OK: Semino Rossi, score: 502.895111, desc: Argentine-Italian singer, 7775 / 9131, 0.85\n",
+      "OK: Semir Štilić, score: 405.59494, desc: Bosnian soccer player, 7776 / 9131, 0.85\n",
+      "OK: Semmy Schilt, score: 490.283966, desc: Dutch mixed martial artist, 7777 / 9131, 0.85\n",
+      "OK: Senad Lulić, score: 490.298248, desc: Soccer player, 7778 / 9131, 0.85\n",
+      "OK: Seo Woo, score: 445.497711, desc: South Korean actress, 7779 / 9131, 0.85\n",
+      "OK: Seohyun, score: 48.25526, desc: South Korean actress, 7780 / 9131, 0.85\n",
+      "OK: Sepp Blatter, score: 616.164856, desc: , 7781 / 9131, 0.85\n",
+      "OK: Seray Sever, score: 389.636108, desc: Actor, 7782 / 9131, 0.85\n",
+      "OK: Serdar Kesimal, score: 398.381287, desc: , 7783 / 9131, 0.85\n",
+      "OK: Serdar Ortaç, score: 568.633667, desc: Turkish singer, 7784 / 9131, 0.85\n",
+      "OK: Serdar Tasci, score: 492.420258, desc: Soccer player, 7785 / 9131, 0.85\n",
+      "OK: Seren Serengil, score: 473.111053, desc: Turkish singer, 7786 / 9131, 0.85\n",
+      "OK: Serena Autieri, score: 435.710632, desc: Italian singer, 7787 / 9131, 0.85\n",
+      "OK: Serena Deeb, score: 457.132172, desc: American professional wrestler, 7788 / 9131, 0.85\n",
+      "OK: Serena Ryder, score: 491.60144, desc: Canadian musician, 7789 / 9131, 0.85\n",
+      "OK: Serena Scott Thomas, score: 588.033325, desc: Actress, 7790 / 9131, 0.85\n",
+      "OK: Serge Lama, score: 576.616577, desc: French singer, 7791 / 9131, 0.85\n",
+      "OK: Sergey Bezrukov, score: 530.610046, desc: Actor, 7792 / 9131, 0.85\n",
+      "OK: Sergey Lazarev, score: 564.790222, desc: Russian singer, 7793 / 9131, 0.85\n",
+      "OK: Sergi Barjuán, score: 459.598907, desc: Spanish soccer player, 7794 / 9131, 0.85\n",
+      "OK: Sergi Roberto, score: 580.508728, desc: Spanish soccer player, 7795 / 9131, 0.85\n",
+      "OK: Sergio Agüero, score: 753.657043, desc: Soccer player, 7796 / 9131, 0.85\n",
+      "OK: Sergio Busquets, score: 648.971985, desc: Spanish soccer player, 7797 / 9131, 0.85\n",
+      "OK: Sergio Chiamparino, score: 388.252655, desc: Political figure, 7798 / 9131, 0.85\n",
+      "OK: Sergio Cofferati, score: 363.593597, desc: Italian Politician, 7799 / 9131, 0.85\n",
+      "OK: Sergio Dalma, score: 556.730164, desc: Singer, 7800 / 9131, 0.85\n",
+      "OK: Sergio Goyri, score: 464.886688, desc: Mexican actor, 7801 / 9131, 0.85\n",
+      "OK: Sergio Llull, score: 517.917786, desc: Spanish basketball player, 7802 / 9131, 0.85\n",
+      "OK: Sergio Marchionne, score: 680.721008, desc: Canadian-Italian businessman, 7803 / 9131, 0.85\n",
+      "OK: Sergio Martínez, score: 514.213623, desc: Argentine professional boxer, 7804 / 9131, 0.85\n",
+      "OK: Sergio Massa, score: 451.459808, desc: Argentine Politician, 7805 / 9131, 0.85\n",
+      "OK: Sergio Mattarella, score: 615.082092, desc: President of Italy, 7806 / 9131, 0.85\n",
+      "OK: Sergio Múñiz, score: 348.299744, desc: Model, 7807 / 9131, 0.85\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Sergio Parisse, score: 496.751617, desc: Rugby player, 7808 / 9131, 0.86\n",
+      "OK: Sergio Pizzorno, score: 442.153259, desc: British guitarist, 7809 / 9131, 0.86\n",
+      "OK: Sergio Scariolo, score: 444.90329, desc: Basketball coach, 7810 / 9131, 0.86\n",
+      "OK: Sergio van Dijk, score: 593.745728, desc: Dutch-Indonesian soccer player, 7811 / 9131, 0.86\n",
+      "OK: Serj Tankian, score: 638.882996, desc: Musician, 7812 / 9131, 0.86\n",
+      "OK: Serse Cosmi, score: 479.637054, desc: Italian football coach, 7813 / 9131, 0.86\n",
+      "OK: Servet Tazegül, score: 402.23288, desc: Olympic athlete, 7814 / 9131, 0.86\n",
+      "OK: Serzh Sargsyan, score: 524.277039, desc: Former Prime Minister of Armenia, 7815 / 9131, 0.86\n",
+      "OK: Sesil Karatantcheva, score: 484.13681, desc: Tennis player, 7816 / 9131, 0.86\n",
+      "OK: Seth Numrich, score: 403.705231, desc: American television actor, 7817 / 9131, 0.86\n",
+      "OK: Seu Jorge, score: 535.987, desc: Brazilian musician, 7818 / 9131, 0.86\n",
+      "OK: Seun Kuti, score: 449.746552, desc: Nigerian musician, 7819 / 9131, 0.86\n",
+      "OK: Severin Freund, score: 496.296478, desc: Ski jumper, 7820 / 9131, 0.86\n",
+      "OK: Seydou Keita, score: 521.51062, desc: Malian soccer player, 7821 / 9131, 0.86\n",
+      "OK: Sezer Öztürk, score: 407.580841, desc: Soccer player, 7822 / 9131, 0.86\n",
+      "OK: Shabana Azmi, score: 576.848083, desc: Actress, 7823 / 9131, 0.86\n",
+      "OK: Shafie Apdal, score: 496.216217, desc: President of Sabah Heritage Party, 7824 / 9131, 0.86\n",
+      "OK: Shahana Goswami, score: 426.544678, desc: Indian actress, 7825 / 9131, 0.86\n",
+      "OK: Shahar Peer, score: 230.198166, desc: Israeli tennis player, 7826 / 9131, 0.86\n",
+      "OK: Shaheer Sheikh, score: 519.794678, desc: Indian actor, 7827 / 9131, 0.86\n",
+      "OK: Shakti Anand, score: 415.92926, desc: Indian television actor, 7828 / 9131, 0.86\n",
+      "OK: Shakti Mohan, score: 500.091644, desc: Indian dancer, 7829 / 9131, 0.86\n",
+      "OK: Shama Sikander, score: 488.950745, desc: Indian actress, 7830 / 9131, 0.86\n",
+      "OK: Shami Chakrabarti, score: 445.010468, desc: Chancellor of University of Essex, 7831 / 9131, 0.86\n",
+      "OK: Shamna Kasim, score: 485.864655, desc: Indian film actress, 7832 / 9131, 0.86\n",
+      "OK: Shandi Finnessey, score: 447.193848, desc: American actress, 7833 / 9131, 0.86\n",
+      "OK: Shane Battier, score: 576.728333, desc: American basketball player, 7834 / 9131, 0.86\n",
+      "OK: Shane Carwin, score: 440.586914, desc: American mixed martial artist, 7835 / 9131, 0.86\n",
+      "OK: Shane Doan, score: 455.979309, desc: Canadian ice hockey player, 7836 / 9131, 0.86\n",
+      "OK: Shane Filan, score: 552.892883, desc: Irish singer, 7837 / 9131, 0.86\n",
+      "OK: Shane Long, score: 526.507751, desc: Irish soccer player, 7838 / 9131, 0.86\n",
+      "OK: Shane Lowry, score: 491.218292, desc: Irish professional golfer, 7839 / 9131, 0.86\n",
+      "OK: Shane MacGowan, score: 640.890869, desc: Vocalist, 7840 / 9131, 0.86\n",
+      "OK: Shane Victorino, score: 557.632568, desc: Professional baseball outfielder, 7841 / 9131, 0.86\n",
+      "OK: Shani Davis, score: 425.313171, desc: American speed skater, 7842 / 9131, 0.86\n",
+      "OK: Shanina Shaik, score: 491.112152, desc: Australian model, 7843 / 9131, 0.86\n",
+      "OK: Shankar Mahadevan, score: 649.682739, desc: Indian singer, 7844 / 9131, 0.86\n",
+      "HTTP Error 503: Service Unavailable Shanna Moakler\n",
+      "OK: Shanna Moakler, score: 507.523193, desc: American model, 7845 / 9131, 0.86\n",
+      "OK: Shannon Bex, score: 412.087494, desc: American singer, 7846 / 9131, 0.86\n",
+      "OK: Shannon Leto, score: 499.952057, desc: American musician, 7847 / 9131, 0.86\n",
+      "OK: Shannon Sharpe, score: 641.799011, desc: Football tight end, 7848 / 9131, 0.86\n",
+      "OK: Shannyn Sossamon, score: 549.666443, desc: American actress, 7849 / 9131, 0.86\n",
+      "OK: Shanthanu Bhagyaraj, score: 411.569275, desc: Indian film actor, 7850 / 9131, 0.86\n",
+      "OK: Sharad Kelkar, score: 451.089722, desc: Indian actor, 7851 / 9131, 0.86\n",
+      "OK: Sharad Malhotra, score: 507.686523, desc: Indian film actor, 7852 / 9131, 0.86\n",
+      "OK: Sharad Pawar, score: 615.296326, desc: President of NCP, 7853 / 9131, 0.86\n",
+      "OK: Sharmila Tagore, score: 589.546631, desc: Indian film actress, 7854 / 9131, 0.86\n",
+      "OK: Sharon Osbourne, score: 629.200623, desc: Television host, 7855 / 9131, 0.86\n",
+      "OK: Sharon Stone, score: 696.499023, desc: American actress, 7856 / 9131, 0.86\n",
+      "OK: Sharon Van Etten, score: 687.572021, desc: American singer-songwriter, 7857 / 9131, 0.86\n",
+      "OK: Sharwanand, score: 37.316902, desc: Indian film actor, 7858 / 9131, 0.86\n",
+      "OK: Shaun Burgoyne, score: 489.817871, desc: Australian rules footballer, 7859 / 9131, 0.86\n",
+      "OK: Shaun Evans, score: 514.174805, desc: Actor, 7860 / 9131, 0.86\n",
+      "OK: Shaun Kenny-Dowall, score: 589.686829, desc: Rugby league rugby centre, 7861 / 9131, 0.86\n",
+      "OK: Shaun Livingston, score: 542.005432, desc: American basketball player, 7862 / 9131, 0.86\n",
+      "OK: Shaun Marsh, score: 473.823761, desc: Australian cricketer, 7863 / 9131, 0.86\n",
+      "OK: Shaun Murphy, score: 553.511292, desc: English snooker player, 7864 / 9131, 0.86\n",
+      "OK: Shaun Robinson, score: 387.193573, desc: TV show host, 7865 / 9131, 0.86\n",
+      "OK: Shaun Ross, score: 457.388885, desc: American model, 7866 / 9131, 0.86\n",
+      "OK: Shaun White, score: 573.510376, desc: American snowboarder, 7867 / 9131, 0.86\n",
+      "OK: Shauna Sand, score: 495.076355, desc: American actress, 7868 / 9131, 0.86\n",
+      "OK: Shawn Christian, score: 443.543152, desc: American television actor, 7869 / 9131, 0.86\n",
+      "OK: Shawn Johnson, score: 617.15802, desc: American gymnast, 7870 / 9131, 0.86\n",
+      "OK: Shawne Merriman, score: 487.209198, desc: Football linebacker, 7871 / 9131, 0.86\n",
+      "OK: Shawty Lo, score: 481.994904, desc: American rapper, 7872 / 9131, 0.86\n",
+      "OK: Shay Given, score: 512.502991, desc: Irish soccer player, 7873 / 9131, 0.86\n",
+      "OK: Shayne Ward, score: 589.718811, desc: Singer, 7874 / 9131, 0.86\n",
+      "OK: Shea Weber, score: 500.111664, desc: Ice hockey defenceman, 7875 / 9131, 0.86\n",
+      "OK: Sheamus, score: 63.094173, desc: Irish professional wrestler, 7876 / 9131, 0.86\n",
+      "OK: Sheena Easton, score: 624.131165, desc: Singer-songwriter, 7877 / 9131, 0.86\n",
+      "OK: Sheena Halili, score: 426.544373, desc: Filipino actress, 7878 / 9131, 0.86\n",
+      "OK: Sheena Shahabadi, score: 391.771027, desc: Indian film actress, 7879 / 9131, 0.86\n",
+      "OK: Shefali Shah, score: 475.200623, desc: Indian actress, 7880 / 9131, 0.86\n",
+      "OK: Sheila Dikshit, score: 447.903137, desc: Former Chief Minister of the Delhi, 7881 / 9131, 0.86\n",
+      "OK: Sheila Vand, score: 423.508667, desc: American actress, 7882 / 9131, 0.86\n",
+      "OK: Shekhar Suman, score: 455.518829, desc: Indian film actor, 7883 / 9131, 0.86\n",
+      "OK: Shelley Craft, score: 403.364777, desc: Australian television personality, 7884 / 9131, 0.86\n",
+      "OK: Shelley Hack, score: 449.953491, desc: American model, 7885 / 9131, 0.86\n",
+      "OK: Shelley Hennig, score: 580.004028, desc: American model, 7886 / 9131, 0.86\n",
+      "OK: Shelly-Ann Fraser-Pryce, score: 873.153809, desc: Jamaican track and field athlete, 7887 / 9131, 0.86\n",
+      "OK: Shenae Grimes, score: 563.941162, desc: Canadian actress, 7888 / 9131, 0.86\n",
+      "OK: Shenaz Treasurywala, score: 236.902145, desc: Indian actress, 7889 / 9131, 0.86\n",
+      "OK: Sheri Moon Zombie, score: 736.702209, desc: American actress, 7890 / 9131, 0.86\n",
+      "OK: Sherihan, score: 36.324116, desc: Egyptian actress, 7891 / 9131, 0.86\n",
+      "OK: Shermine Shahrivar, score: 473.008728, desc: Model, 7892 / 9131, 0.86\n",
+      "OK: Sherri Coale, score: 382.206024, desc: Coach, 7893 / 9131, 0.86\n",
+      "OK: Sheryfa Luna, score: 466.906464, desc: Singer, 7894 / 9131, 0.86\n",
+      "OK: Sheryl Berkoff, score: 401.038147, desc: Makeup artist, 7895 / 9131, 0.86\n",
+      "OK: Sheryl Underwood, score: 465.308838, desc: American comedian, 7896 / 9131, 0.86\n",
+      "OK: Shiamak Davar, score: 433.78537, desc: Indian choreographer, 7897 / 9131, 0.86\n",
+      "OK: Shibani Kashyap, score: 404.166382, desc: Singer, 7898 / 9131, 0.86\n",
+      "OK: Shikhar Dhawan, score: 596.983459, desc: Indian cricketer, 7899 / 9131, 0.87\n",
+      "OK: Shila Amzah, score: 483.176483, desc: Malaysian singer-songwriter, 7900 / 9131, 0.87\n",
+      "OK: Shillpi Sharma, score: 390.051575, desc: Indian film actress, 7901 / 9131, 0.87\n",
+      "OK: Shilpa Anand, score: 212.314941, desc: Indian model, 7902 / 9131, 0.87\n",
+      "OK: Shimon Moore, score: 338.812164, desc: Film actor, 7903 / 9131, 0.87\n",
+      "OK: Shin Hyun-joon, score: 614.957336, desc: South Korean actor, 7904 / 9131, 0.87\n",
+      "OK: Shin-Soo Choo, score: 742.959167, desc: Baseball right fielder, 7905 / 9131, 0.87\n",
+      "OK: Shinji Kagawa, score: 694.453125, desc: Japanese soccer player, 7906 / 9131, 0.87\n",
+      "OK: Shinji Ono, score: 549.569336, desc: Japanese soccer player, 7907 / 9131, 0.87\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Shinya Yamanaka, score: 543.239258, desc: Japanese researcher, 7908 / 9131, 0.87\n",
+      "OK: Shinzō Abe, score: 886.123535, desc: Prime Minister of Japan, 7909 / 9131, 0.87\n",
+      "OK: Shirin Ebadi, score: 504.440857, desc: Iranian lawyer, 7910 / 9131, 0.87\n",
+      "OK: Shkodran Mustafi, score: 563.050537, desc: Soccer player, 7911 / 9131, 0.87\n",
+      "OK: Shobana, score: 44.585667, desc: Indian film actress, 7912 / 9131, 0.87\n",
+      "OK: Shobhaa De, score: 438.308807, desc: Indian columnist, 7913 / 9131, 0.87\n",
+      "OK: Shobna Gulati, score: 406.420837, desc: British actress, 7914 / 9131, 0.87\n",
+      "OK: Shonali Nagrani, score: 402.490692, desc: Entertainer, 7915 / 9131, 0.87\n",
+      "OK: Shoshana Bush, score: 370.596863, desc: American actress, 7916 / 9131, 0.87\n",
+      "OK: Shraddha Arya, score: 482.488586, desc: Indian actress, 7917 / 9131, 0.87\n",
+      "OK: Shraddha Das, score: 462.750214, desc: Indian film actress, 7918 / 9131, 0.87\n",
+      "OK: Shreyas Talpade, score: 462.965698, desc: Indian actor, 7919 / 9131, 0.87\n",
+      "OK: Shruti Haasan, score: 649.159058, desc: Indian film actress, 7920 / 9131, 0.87\n",
+      "OK: Shu Qi, score: 647.927185, desc: Taiwanese actress, 7921 / 9131, 0.87\n",
+      "OK: Shweta Bhardwaj, score: 385.69873, desc: Indian actress, 7922 / 9131, 0.87\n",
+      "OK: Shweta Menon, score: 567.778442, desc: Indian model, 7923 / 9131, 0.87\n",
+      "OK: Shweta Prasad, score: 245.939606, desc: Indian film actress, 7924 / 9131, 0.87\n",
+      "OK: Shweta Tiwari, score: 555.461609, desc: Indian film actress, 7925 / 9131, 0.87\n",
+      "OK: Shym, score: 19.893648, desc: French singer, 7926 / 9131, 0.87\n",
+      "OK: Sia Furler, score: 770.009338, desc: Australian singer-songwriter, 7927 / 9131, 0.87\n",
+      "OK: Sibi Blazic, score: 419.149506, desc: Actress, 7928 / 9131, 0.87\n",
+      "OK: Sid Haig, score: 491.567993, desc: American actor, 7929 / 9131, 0.87\n",
+      "OK: Sidney Sam, score: 452.351746, desc: Soccer player, 7930 / 9131, 0.87\n",
+      "OK: Sienna Miller, score: 634.956421, desc: Actress, 7931 / 9131, 0.87\n",
+      "OK: Sierra Boggess, score: 474.829498, desc: American theater actress, 7932 / 9131, 0.87\n",
+      "OK: Sig Hansen, score: 448.978394, desc: Television actor, 7933 / 9131, 0.87\n",
+      "OK: Sigge Eklund, score: 427.810669, desc: Swedish novelist, 7934 / 9131, 0.87\n",
+      "OK: Sigi Schmid, score: 497.984497, desc: Coach, 7935 / 9131, 0.87\n",
+      "OK: Sigmar Gabriel, score: 569.78717, desc: Member of the Bundestag, 7936 / 9131, 0.87\n",
+      "OK: Sigourney Weaver, score: 691.202759, desc: American actress, 7937 / 9131, 0.87\n",
+      "OK: Siim Kallas, score: 402.074066, desc: Estonian Politician, 7938 / 9131, 0.87\n",
+      "OK: Silambarasan, score: 63.160603, desc: Indian film actor, 7939 / 9131, 0.87\n",
+      "OK: Silje Nergaard, score: 456.334412, desc: Norwegian vocalist, 7940 / 9131, 0.87\n",
+      "OK: Silke Bodenbender, score: 424.168152, desc: German actress, 7941 / 9131, 0.87\n",
+      "OK: Silke Spiegelburg, score: 410.124176, desc: German olympic athlete, 7942 / 9131, 0.87\n",
+      "OK: Silvia Abascal, score: 437.209351, desc: Spanish actress, 7943 / 9131, 0.87\n",
+      "OK: Silvia Navarro, score: 552.185913, desc: Mexican actress, 7944 / 9131, 0.87\n",
+      "OK: Silvia Neid, score: 476.899323, desc: German soccer player, 7945 / 9131, 0.87\n",
+      "OK: Silvia Saint, score: 541.579834, desc: Czech pornographic actress, 7946 / 9131, 0.87\n",
+      "OK: Silvio Muccino, score: 424.150665, desc: Italian actor, 7947 / 9131, 0.87\n",
+      "OK: Simmone Jade Mackinnon, score: 599.752563, desc: Australian actress, 7948 / 9131, 0.87\n",
+      "OK: Simon Ammann, score: 497.283783, desc: Swiss ski jumper, 7949 / 9131, 0.87\n",
+      "OK: Simon Coveney, score: 483.829773, desc: Tánaiste, 7950 / 9131, 0.87\n",
+      "OK: Simon Cowell, score: 739.754578, desc: A&amp;R executive, 7951 / 9131, 0.87\n",
+      "OK: Simon Doonan, score: 390.075287, desc: , 7952 / 9131, 0.87\n",
+      "OK: Simon Kerrigan, score: 360.315094, desc: Cricketer, 7953 / 9131, 0.87\n",
+      "OK: Simon Kjær, score: 597.429199, desc: Danish soccer player, 7954 / 9131, 0.87\n",
+      "OK: Simon Le Bon, score: 792.811768, desc: Musician, 7955 / 9131, 0.87\n",
+      "OK: Simon Rattle, score: 649.607239, desc: Conductor, 7956 / 9131, 0.87\n",
+      "OK: Simon Rolfes, score: 436.70755, desc: Soccer player, 7957 / 9131, 0.87\n",
+      "OK: Simon Santoso, score: 461.634186, desc: Indonesian badminton player, 7958 / 9131, 0.87\n",
+      "OK: Simon Schempp, score: 487.188019, desc: German biathlete, 7959 / 9131, 0.87\n",
+      "OK: Simon Whitlock, score: 510.218567, desc: Australian darts player, 7960 / 9131, 0.87\n",
+      "OK: Simona Andrejić, score: 289.736298, desc: Serbian model, 7961 / 9131, 0.87\n",
+      "OK: Simona Molinari, score: 423.728943, desc: Italian singer, 7962 / 9131, 0.87\n",
+      "OK: Simona Stašová, score: 402.816284, desc: Film actress, 7963 / 9131, 0.87\n",
+      "OK: Simona Ventura, score: 542.60022, desc: Italian television presenter, 7964 / 9131, 0.87\n",
+      "OK: Simona de Silvestro, score: 643.29657, desc: Swiss race car driver, 7965 / 9131, 0.87\n",
+      "OK: Simone Cristicchi, score: 422.090393, desc: Italian singer, 7966 / 9131, 0.87\n",
+      "OK: Simone Hanselmann, score: 372.625122, desc: German actress, 7967 / 9131, 0.87\n",
+      "OK: Simone Simons, score: 514.832703, desc: Dutch singer-songwriter, 7968 / 9131, 0.87\n",
+      "OK: Simone Singh, score: 417.213654, desc: Indian actress, 7969 / 9131, 0.87\n",
+      "OK: Simone Thomalla, score: 472.895874, desc: German actress, 7970 / 9131, 0.87\n",
+      "OK: Simão Sabrosa, score: 608.912903, desc: Portuguese soccer player, 7971 / 9131, 0.87\n",
+      "OK: Sindhu Menon, score: 424.326813, desc: Indian film actress, 7972 / 9131, 0.87\n",
+      "OK: Sindhu Tolani, score: 421.636292, desc: Indian actress, 7973 / 9131, 0.87\n",
+      "OK: Sindhura Gadde, score: 356.839661, desc: Indian actress, 7974 / 9131, 0.87\n",
+      "OK: Siniša Mihajlović, score: 626.626038, desc: Football manager, 7975 / 9131, 0.87\n",
+      "OK: Siobhan Finneran, score: 518.537415, desc: Actress, 7976 / 9131, 0.87\n",
+      "OK: Siouxsie Sioux, score: 549.25824, desc: Singer, 7977 / 9131, 0.87\n",
+      "OK: Sitaram Yechury, score: 435.448151, desc: Secretary General of CPI, 7978 / 9131, 0.87\n",
+      "OK: Siti Hardiyanti Rukmana, score: 581.814087, desc: Suharto's daughter, 7979 / 9131, 0.87\n",
+      "OK: Siv Jensen, score: 512.456299, desc: Party leader of Progress Party, 7980 / 9131, 0.87\n",
+      "OK: Siva Balaji, score: 418.962006, desc: Indian actor, 7981 / 9131, 0.87\n",
+      "OK: Siw Malmkvist, score: 504.844055, desc: Swedish singer, 7982 / 9131, 0.87\n",
+      "OK: Siân Lloyd, score: 484.351013, desc: Television presenter, 7983 / 9131, 0.87\n",
+      "OK: Skip Holtz, score: 415.774902, desc: Football coach, 7984 / 9131, 0.87\n",
+      "OK: Skylar Diggins, score: 632.911865, desc: American basketball player, 7985 / 9131, 0.87\n",
+      "OK: Slavica Ćukteraš, score: 402.854675, desc: Singer, 7986 / 9131, 0.87\n",
+      "OK: Slavica Đukić Dejanović, score: 527.80249, desc: Former Acting President of Serbia, 7987 / 9131, 0.87\n",
+      "OK: Sloboda Micalovic, score: 439.984833, desc: Serbian actress, 7988 / 9131, 0.87\n",
+      "OK: Sly Stone, score: 585.088745, desc: American musician, 7989 / 9131, 0.87\n",
+      "OK: Smita Bansal, score: 440.702881, desc: Indian television actress, 7990 / 9131, 0.88\n",
+      "OK: Smita Shewale, score: 302.170197, desc: Indian actor, 7991 / 9131, 0.88\n",
+      "OK: Smriti Irani, score: 580.93634, desc: Member of Parliament, Rajya Sabha, 7992 / 9131, 0.88\n",
+      "OK: Sneha, score: 48.676651, desc: Indian film actress, 7993 / 9131, 0.88\n",
+      "OK: SoCal Val, score: 413.231781, desc: American professional wrestler, 7994 / 9131, 0.88\n",
+      "OK: Sofi Oksanen, score: 451.748016, desc: Finnish writer, 7995 / 9131, 0.88\n",
+      "OK: Sofia Essaïdi, score: 477.750122, desc: French-Moroccan singer, 7996 / 9131, 0.88\n",
+      "OK: Sofia Helin, score: 522.767578, desc: Swedish actress, 7997 / 9131, 0.88\n",
+      "OK: Sofia Milos, score: 498.031891, desc: Greek-Italian-Swiss actress, 7998 / 9131, 0.88\n",
+      "OK: Sofiane Feghouli, score: 574.838745, desc: Soccer player, 7999 / 9131, 0.88\n",
+      "OK: Sofie Gråbøl, score: 464.232758, desc: Danish actress, 8000 / 9131, 0.88\n",
+      "OK: Sofie Lassen-Kahlke, score: 486.901642, desc: Actress, 8001 / 9131, 0.88\n",
+      "OK: Sofía Lama, score: 401.441467, desc: Mexican actress, 8002 / 9131, 0.88\n",
+      "OK: Sofía Sisniega, score: 428.537781, desc: Actress, 8003 / 9131, 0.88\n",
+      "OK: Sofía Zámolo, score: 409.432648, desc: Argentine hostess, 8004 / 9131, 0.88\n",
+      "OK: Solange Wilvert, score: 313.038879, desc: Brazilian model, 8005 / 9131, 0.88\n",
+      "OK: Sole Giménez, score: 372.869415, desc: Singer, 8006 / 9131, 0.88\n",
+      "OK: Soledad OBrien, score: 117.321533, desc: American broadcaster, 8007 / 9131, 0.88\n",
+      "OK: Soleil Moon Frye, score: 718.535767, desc: American actress, 8008 / 9131, 0.88\n",
+      "OK: Solenn Heussaff, score: 484.525299, desc: VJ, 8009 / 9131, 0.88\n",
+      "OK: Solvita Āboltiņa, score: 370.15097, desc: Latvian Politician, 8010 / 9131, 0.88\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Soma mamagésa, score: 225.508057, desc: Hungarian singer, 8011 / 9131, 0.88\n",
+      "OK: Sona Heiden, score: 291.567841, desc: Indian film actress, 8012 / 9131, 0.88\n",
+      "OK: Sona Mohapatra, score: 462.858429, desc: Indian singer, 8013 / 9131, 0.88\n",
+      "OK: Sonal Sehgal, score: 368.895416, desc: Indian actress, 8014 / 9131, 0.88\n",
+      "OK: Sonali Bendre, score: 693.192139, desc: Indian film actress, 8015 / 9131, 0.88\n",
+      "OK: Sonali Kulkarni, score: 491.117676, desc: Indian actress, 8016 / 9131, 0.88\n",
+      "OK: Sonali Raut, score: 425.757874, desc: Indian model, 8017 / 9131, 0.88\n",
+      "OK: Sondre Lerche, score: 480.466125, desc: Norwegian singer-songwriter, 8018 / 9131, 0.88\n",
+      "OK: Song Hye-kyo, score: 896.740173, desc: South Korean actress, 8019 / 9131, 0.88\n",
+      "OK: Song Neung-han, score: 316.34317, desc: Film director, 8020 / 9131, 0.88\n",
+      "OK: Song Sam-dong, score: 332.753693, desc: Actor, 8021 / 9131, 0.88\n",
+      "OK: Songül Öden, score: 455.616699, desc: Turkish actress, 8022 / 9131, 0.88\n",
+      "OK: Sonia Ferrer, score: 417.279938, desc: Actress, 8023 / 9131, 0.88\n",
+      "OK: Sonia Kruger, score: 466.966034, desc: Australian television presenter, 8024 / 9131, 0.88\n",
+      "OK: Sonia Sotomayor, score: 639.103943, desc: Associate Justice of the Supreme Court of the United States, 8025 / 9131, 0.88\n",
+      "OK: Sonique, score: 39.256844, desc: British singer, 8026 / 9131, 0.88\n",
+      "OK: Sonja Kirchberger, score: 427.391907, desc: Austrian actress, 8027 / 9131, 0.88\n",
+      "OK: Sonja Zietlow, score: 413.466125, desc: German television presenter, 8028 / 9131, 0.88\n",
+      "OK: Sonu Nigam, score: 827.42218, desc: Indian playback singer, 8029 / 9131, 0.88\n",
+      "OK: Sonu Sood, score: 514.616333, desc: Indian film actor, 8030 / 9131, 0.88\n",
+      "OK: Sony Dwi Kuncoro, score: 662.873352, desc: Badminton player, 8031 / 9131, 0.88\n",
+      "OK: Sonya Kraus, score: 453.811371, desc: German television presenter, 8032 / 9131, 0.88\n",
+      "OK: Sonya Walger, score: 513.914001, desc: Actress, 8033 / 9131, 0.88\n",
+      "OK: Soo Ae, score: 514.775146, desc: South Korean actress, 8034 / 9131, 0.88\n",
+      "OK: Soon-Yi Previn, score: 674.639343, desc: Actress, 8035 / 9131, 0.88\n",
+      "OK: Sophia Bush, score: 629.548889, desc: American actress, 8036 / 9131, 0.88\n",
+      "OK: Sophia Loren, score: 752.990906, desc: Film actress, 8037 / 9131, 0.88\n",
+      "OK: Sophia Thomalla, score: 510.755737, desc: German actress, 8038 / 9131, 0.88\n",
+      "OK: Sophie B. Hawkins, score: 714.430786, desc: American singer-songwriter, 8039 / 9131, 0.88\n",
+      "OK: Sophie Ellis-Bextor, score: 824.442078, desc: Singer, 8040 / 9131, 0.88\n",
+      "OK: Sophie Marceau, score: 635.706848, desc: French actress, 8041 / 9131, 0.88\n",
+      "OK: Sophie McShera, score: 527.01532, desc: Actress, 8042 / 9131, 0.88\n",
+      "OK: Sophie Reade, score: 251.199173, desc: Contest, 8043 / 9131, 0.88\n",
+      "OK: Sophie Simmons, score: 477.895538, desc: American singer, 8044 / 9131, 0.88\n",
+      "OK: Sophie Turner, score: 651.545593, desc: Actress, 8045 / 9131, 0.88\n",
+      "OK: Sorin Oprescu, score: 384.409698, desc: Former Mayor of Bucharest, 8046 / 9131, 0.88\n",
+      "OK: Soulja Boy, score: 1012.122803, desc: American rapper, 8047 / 9131, 0.88\n",
+      "OK: Soumaïla Cissé, score: 464.497192, desc: Malian Politician, 8048 / 9131, 0.88\n",
+      "OK: Soundarya R. Ashwin, score: 383.562836, desc: Indian graphic designer, 8049 / 9131, 0.88\n",
+      "OK: Sourav Ganguly, score: 624.703979, desc: Indian cricketer, 8050 / 9131, 0.88\n",
+      "OK: Spencer Grammer, score: 479.875061, desc: American actress, 8051 / 9131, 0.88\n",
+      "OK: Spencer Hawes, score: 437.628479, desc: American basketball player, 8052 / 9131, 0.88\n",
+      "OK: Spencer Pratt, score: 486.624847, desc: American television personality, 8053 / 9131, 0.88\n",
+      "OK: Spike Mendelsohn, score: 368.77948, desc: Chef, 8054 / 9131, 0.88\n",
+      "OK: Srečko Katanec, score: 500.43222, desc: Football manager, 8055 / 9131, 0.88\n",
+      "OK: Sridevi, score: 70.534279, desc: Actress, 8056 / 9131, 0.88\n",
+      "OK: Sridevi Vijaykumar, score: 427.466278, desc: Film actress, 8057 / 9131, 0.88\n",
+      "OK: Sriya Reddy, score: 437.756195, desc: Indian film actress, 8058 / 9131, 0.88\n",
+      "OK: Sruthi Lakshmi, score: 374.51059, desc: Indian actress, 8059 / 9131, 0.88\n",
+      "OK: Stan Van Gundy, score: 643.068909, desc: President of the Detroit Pistons, 8060 / 9131, 0.88\n",
+      "OK: Stan Walker, score: 502.375885, desc: Australian-New Zealand recording artist, 8061 / 9131, 0.88\n",
+      "OK: Stanisław Dziwisz, score: 513.939026, desc: Archbishop of Kraków, 8062 / 9131, 0.88\n",
+      "OK: Stanisław Kalemba, score: 307.718079, desc: Polish Politician, 8063 / 9131, 0.88\n",
+      "OK: Star Jones, score: 470.637512, desc: American lawyer, 8064 / 9131, 0.88\n",
+      "OK: Steed Malbranque, score: 432.867889, desc: Belgian-French soccer player, 8065 / 9131, 0.88\n",
+      "OK: Stefan Kießling, score: 497.115936, desc: Soccer player, 8066 / 9131, 0.88\n",
+      "OK: Stefan Niesiołowski, score: 404.58017, desc: Polish Politician, 8067 / 9131, 0.88\n",
+      "OK: Stefan Reinartz, score: 423.590576, desc: German soccer player, 8068 / 9131, 0.88\n",
+      "OK: Stefan Savić, score: 518.041687, desc: Montenegrin soccer player, 8069 / 9131, 0.88\n",
+      "OK: Stefanie Heinzmann, score: 488.880981, desc: Swiss singer, 8070 / 9131, 0.88\n",
+      "OK: Stefanie Hertel, score: 501.140717, desc: German singer, 8071 / 9131, 0.88\n",
+      "OK: Stefanie Scott, score: 536.463013, desc: American actress, 8072 / 9131, 0.88\n",
+      "OK: Stefanie Stappenbeck, score: 439.391083, desc: German actress, 8073 / 9131, 0.88\n",
+      "OK: Stefano Accorsi, score: 505.553741, desc: Italian actor, 8074 / 9131, 0.88\n",
+      "OK: Stefano Bettarini, score: 512.103577, desc: Italian soccer player, 8075 / 9131, 0.88\n",
+      "OK: Stefano Terrazzino, score: 339.699249, desc: Italian dancer, 8076 / 9131, 0.88\n",
+      "OK: Stefanía Fernández, score: 549.420044, desc: Venezuelan model, 8077 / 9131, 0.88\n",
+      "OK: Steffen Groth, score: 364.479248, desc: Actor, 8078 / 9131, 0.88\n",
+      "OK: Steffen Seibert, score: 423.116882, desc: German spokesperson, 8079 / 9131, 0.88\n",
+      "OK: Steffen Weinhold, score: 387.360992, desc: German handball player, 8080 / 9131, 0.88\n",
+      "OK: Steffi Jones, score: 460.659821, desc: Football manager, 8081 / 9131, 0.89\n",
+      "OK: Stella Arroyave, score: 391.65448, desc: Actress, 8082 / 9131, 0.89\n",
+      "OK: Stella Hudgens, score: 425.067719, desc: American singer, 8083 / 9131, 0.89\n",
+      "OK: Stella Tennant, score: 402.801453, desc: Model, 8084 / 9131, 0.89\n",
+      "OK: Stellan Skarsgård, score: 698.629333, desc: Swedish actor, 8085 / 9131, 0.89\n",
+      "OK: Stephan El Shaarawy, score: 806.630127, desc: Soccer player, 8086 / 9131, 0.89\n",
+      "OK: Stephan Luca, score: 395.148376, desc: Actor, 8087 / 9131, 0.89\n",
+      "OK: Stephan Weil, score: 423.039093, desc: Prime Minister of Lower Saxony, 8088 / 9131, 0.89\n",
+      "OK: Stephane Guillon, score: 357.776093, desc: Actor, 8089 / 9131, 0.89\n",
+      "OK: Stephanie Beacham, score: 524.145386, desc: Television actress, 8090 / 9131, 0.89\n",
+      "OK: Stephanie Pratt, score: 466.806396, desc: American television personality, 8091 / 9131, 0.89\n",
+      "OK: Stephanie Rawlings-Blake, score: 648.87439, desc: Former Mayor of Baltimore, 8092 / 9131, 0.89\n",
+      "OK: Stephen Curry, score: 828.997742, desc: American basketball player, 8093 / 9131, 0.89\n",
+      "OK: Stephen Elop, score: 421.155609, desc: Executive Vice President of Microsoft, 8094 / 9131, 0.89\n",
+      "OK: Stephen Gyllenhaal, score: 457.582886, desc: American film director, 8095 / 9131, 0.89\n",
+      "OK: Stephen Ireland, score: 486.80426, desc: Irish soccer player, 8096 / 9131, 0.89\n",
+      "OK: Stephen Keshi, score: 475.590851, desc: Nigerian football manager, 8097 / 9131, 0.89\n",
+      "HTTP Error 503: Service Unavailable Stephen Kramer Glickman\n",
+      "OK: Stephen Kramer Glickman, score: 582.464111, desc: Canadian actor, 8098 / 9131, 0.89\n",
+      "OK: Stephen Malkmus, score: 507.896301, desc: American musician, 8099 / 9131, 0.89\n",
+      "OK: Stephen Marley, score: 567.791748, desc: American-Jamaican musician, 8100 / 9131, 0.89\n",
+      "OK: Stephen Moyer, score: 563.353577, desc: Film actor, 8101 / 9131, 0.89\n",
+      "OK: Stephen Mulhern, score: 495.522491, desc: Presenter, 8102 / 9131, 0.89\n",
+      "OK: Stephenie Meyer, score: 613.2323, desc: American novelist, 8103 / 9131, 0.89\n",
+      "OK: Stephy Tang, score: 528.753418, desc: Singer, 8104 / 9131, 0.89\n",
+      "OK: Steve Angello, score: 579.704163, desc: Greek-Swedish DJ, 8105 / 9131, 0.89\n",
+      "OK: Steve Backshall, score: 480.060547, desc: Naturalist, 8106 / 9131, 0.89\n",
+      "OK: Steve Ballmer, score: 568.224182, desc: American businessman, 8107 / 9131, 0.89\n",
+      "OK: Steve Bruce, score: 575.401855, desc: Football manager, 8108 / 9131, 0.89\n",
+      "OK: Steve Brûlé, score: 260.957886, desc: American comedy series, 8109 / 9131, 0.89\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Steve Coogan, score: 632.208069, desc: Actor, 8110 / 9131, 0.89\n",
+      "OK: Steve Cotterill, score: 439.442505, desc: Soccer player, 8111 / 9131, 0.89\n",
+      "OK: Steve Darcis, score: 438.793304, desc: Belgian tennis player, 8112 / 9131, 0.89\n",
+      "OK: Steve Irwin, score: 678.022339, desc: Australian zookeeper, 8113 / 9131, 0.89\n",
+      "OK: Steve Komphela, score: 449.385803, desc: South African football manager, 8114 / 9131, 0.89\n",
+      "OK: Steve Mandanda, score: 602.55957, desc: Soccer player, 8115 / 9131, 0.89\n",
+      "OK: Steve McClaren, score: 552.553833, desc: Football manager, 8116 / 9131, 0.89\n",
+      "OK: Steve McFadden, score: 452.362183, desc: Actor, 8117 / 9131, 0.89\n",
+      "OK: Steve Perry, score: 656.890564, desc: Singer-songwriter, 8118 / 9131, 0.89\n",
+      "OK: Steve Spagnuolo, score: 437.114197, desc: Football coach, 8119 / 9131, 0.89\n",
+      "OK: Steve Tyler, score: 371.350677, desc: American singer-songwriter, 8120 / 9131, 0.89\n",
+      "OK: Steve Windolf, score: 356.477203, desc: Actor, 8121 / 9131, 0.89\n",
+      "OK: Steve Yzerman, score: 534.60199, desc: Ice hockey player, 8122 / 9131, 0.89\n",
+      "OK: Steve von Bergen, score: 578.117554, desc: Swiss soccer player, 8123 / 9131, 0.89\n",
+      "OK: Steven Adler, score: 532.166626, desc: American musician, 8124 / 9131, 0.89\n",
+      "OK: Steven Blaney, score: 404.197021, desc: Member of the Canadian House of Commons, 8125 / 9131, 0.89\n",
+      "OK: Steven Caulker, score: 492.46991, desc: Soccer player, 8126 / 9131, 0.89\n",
+      "OK: Steven Chu, score: 512.895142, desc: Former United States Secretary of Energy, 8127 / 9131, 0.89\n",
+      "OK: Steven Defour, score: 487.745789, desc: Belgian soccer player, 8128 / 9131, 0.89\n",
+      "OK: Steven Finn, score: 453.396362, desc: Cricketer, 8129 / 9131, 0.89\n",
+      "OK: Steven Gerrard, score: 726.240479, desc: Football manager, 8130 / 9131, 0.89\n",
+      "OK: Steven Motlop, score: 428.575592, desc: Australian rules footballer, 8131 / 9131, 0.89\n",
+      "OK: Steven Naismith, score: 497.521942, desc: Soccer player, 8132 / 9131, 0.89\n",
+      "OK: Steven Pasquale, score: 467.524445, desc: American actor, 8133 / 9131, 0.89\n",
+      "OK: Steven Pienaar, score: 492.23291, desc: South African soccer player, 8134 / 9131, 0.89\n",
+      "OK: Steven Strait, score: 530.705994, desc: American musician, 8135 / 9131, 0.89\n",
+      "OK: Steven Van Zandt, score: 1039.506226, desc: American musician, 8136 / 9131, 0.89\n",
+      "OK: Stevie Ray, score: 832.243408, desc: American musician, 8137 / 9131, 0.89\n",
+      "OK: Stewart Downing, score: 498.862701, desc: Soccer player, 8138 / 9131, 0.89\n",
+      "OK: Sthefany Brito, score: 463.218048, desc: Brazilian actress, 8139 / 9131, 0.89\n",
+      "OK: Stjepan Mesić, score: 528.580261, desc: Former President of Croatia, 8140 / 9131, 0.89\n",
+      "OK: Stockard Channing, score: 629.861755, desc: American film actress, 8141 / 9131, 0.89\n",
+      "OK: Stomy Bugsy, score: 456.165344, desc: French actor, 8142 / 9131, 0.89\n",
+      "OK: Stone Cold Steve Austin, score: 1738.757202, desc: American professional wrestler, 8143 / 9131, 0.89\n",
+      "OK: Stoya, score: 45.997158, desc: American pornographic actress, 8144 / 9131, 0.89\n",
+      "OK: Stromae, score: 52.28315, desc: Belgian musician, 8145 / 9131, 0.89\n",
+      "OK: Stuart Broad, score: 549.261963, desc: Cricketer, 8146 / 9131, 0.89\n",
+      "OK: Stuart Lancaster, score: 418.597717, desc: Coach, 8147 / 9131, 0.89\n",
+      "OK: Stuart Pearce, score: 552.295471, desc: Football manager, 8148 / 9131, 0.89\n",
+      "OK: Ståle Solbakken, score: 481.437622, desc: Norwegian soccer player, 8149 / 9131, 0.89\n",
+      "OK: Stéphane Bern, score: 489.297821, desc: Journalist, 8150 / 9131, 0.89\n",
+      "OK: Stéphane Lambiel, score: 539.556702, desc: Swiss figure skater, 8151 / 9131, 0.89\n",
+      "OK: Stéphane Le Foll, score: 568.789307, desc: French Politician, 8152 / 9131, 0.89\n",
+      "OK: Stéphane Plaza, score: 469.90921, desc: French television presenter, 8153 / 9131, 0.89\n",
+      "OK: Sudeep, score: 54.826332, desc: Indian actor, 8154 / 9131, 0.89\n",
+      "OK: Sudeepa Singh, score: 373.250977, desc: Actress, 8155 / 9131, 0.89\n",
+      "OK: Sudha Chandran, score: 512.614502, desc: Indian film actress, 8156 / 9131, 0.89\n",
+      "OK: Sugar Ray Leonard, score: 853.268127, desc: American professional boxer, 8157 / 9131, 0.89\n",
+      "OK: Suge Knight, score: 652.65332, desc: American record producer, 8158 / 9131, 0.89\n",
+      "OK: Suhani Kalita, score: 384.769287, desc: Indian film actress, 8159 / 9131, 0.89\n",
+      "OK: Suhasini Maniratnam, score: 557.244446, desc: Indian actress, 8160 / 9131, 0.89\n",
+      "OK: Sukirti Kandpal, score: 465.544983, desc: Indian television actress, 8161 / 9131, 0.89\n",
+      "OK: Sukrit Wisetkaew, score: 457.174652, desc: Thai singer, 8162 / 9131, 0.89\n",
+      "OK: Sula Miranda, score: 411.784668, desc: Brazilian singer, 8163 / 9131, 0.89\n",
+      "OK: Sultan Hurre, score: 164.014786, desc: , 8164 / 9131, 0.89\n",
+      "OK: Suman Ranganathan, score: 451.299377, desc: Indian model, 8165 / 9131, 0.89\n",
+      "OK: Sumitra Mahajan, score: 516.713379, desc: Member of the Lok Sabha, 8166 / 9131, 0.89\n",
+      "OK: Summer Altice, score: 416.628479, desc: American model, 8167 / 9131, 0.89\n",
+      "OK: Sun Yang, score: 554.703125, desc: Chinese Olympic swimmer, 8168 / 9131, 0.89\n",
+      "OK: Sunetra Sarker, score: 458.41095, desc: Actress, 8169 / 9131, 0.89\n",
+      "OK: Sunil Grover, score: 475.653534, desc: Indian actor, 8170 / 9131, 0.89\n",
+      "OK: Sunil Narine, score: 496.463837, desc: Trinidadian cricketer, 8171 / 9131, 0.89\n",
+      "OK: Sunny Deol, score: 683.230652, desc: Indian film actor, 8172 / 9131, 0.89\n",
+      "OK: Sunnyi Melles, score: 403.916321, desc: Actress, 8173 / 9131, 0.90\n",
+      "OK: Supriya Sule, score: 474.160461, desc: Member of Parliament, Lok Sabha, 8174 / 9131, 0.90\n",
+      "OK: Suresh Gopi, score: 543.157959, desc: Indian film actor, 8175 / 9131, 0.90\n",
+      "OK: Suresh Raina, score: 593.543823, desc: Indian cricketer, 8176 / 9131, 0.90\n",
+      "OK: Suriya, score: 53.884911, desc: Indian film actor, 8177 / 9131, 0.90\n",
+      "OK: Susan Downey, score: 514.29071, desc: American film producer, 8178 / 9131, 0.90\n",
+      "OK: Susan Sarandon, score: 710.914124, desc: American actress, 8179 / 9131, 0.90\n",
+      "OK: Susana Dosamantes, score: 444.324585, desc: Mexican actress, 8180 / 9131, 0.90\n",
+      "OK: Susana Werner, score: 433.201202, desc: Brazilian model, 8181 / 9131, 0.90\n",
+      "OK: Susanna Kallur, score: 447.929413, desc: Swedish athlete, 8182 / 9131, 0.90\n",
+      "OK: Susannah Constantine, score: 491.427277, desc: Journalist, 8183 / 9131, 0.90\n",
+      "OK: Susanne Bormann, score: 400.650635, desc: Actress, 8184 / 9131, 0.90\n",
+      "OK: Sushil Koirala, score: 403.423828, desc: Former Prime Minister of Nepal, 8185 / 9131, 0.90\n",
+      "OK: Sushil Kumar Modi, score: 621.66687, desc: Deputy Chief Minister of Bihar, 8186 / 9131, 0.90\n",
+      "OK: Sushilkumar Shinde, score: 480.996429, desc: Former Chief Minister of Maharashtra, 8187 / 9131, 0.90\n",
+      "OK: Susie Feldman, score: 416.381012, desc: American actress, 8188 / 9131, 0.90\n",
+      "OK: Susie Wolff, score: 500.823456, desc: Racing driver, 8189 / 9131, 0.90\n",
+      "OK: Suso, score: 46.240795, desc: Spanish soccer player, 8190 / 9131, 0.90\n",
+      "OK: Sussanne Khan, score: 472.776764, desc: Hrithik Roshan's ex-wife, 8191 / 9131, 0.90\n",
+      "OK: Suswono, score: 23.099863, desc: Indonesian Politician, 8192 / 9131, 0.90\n",
+      "OK: Suzann Pettersen, score: 490.571014, desc: Norwegian professional golfer, 8193 / 9131, 0.90\n",
+      "OK: Suzanne Shaw, score: 463.129395, desc: Actress, 8194 / 9131, 0.90\n",
+      "OK: Suzanne Somers, score: 591.825012, desc: American actress, 8195 / 9131, 0.90\n",
+      "OK: Suze Orman, score: 523.649658, desc: American author, 8196 / 9131, 0.90\n",
+      "OK: Sven Regener, score: 442.156372, desc: Musician, 8197 / 9131, 0.90\n",
+      "OK: Sven Ulreich, score: 493.981171, desc: Soccer player, 8198 / 9131, 0.90\n",
+      "OK: Sven-Göran Eriksson, score: 837.848389, desc: Swedish football manager, 8199 / 9131, 0.90\n",
+      "OK: Svetislav Pešić, score: 429.510345, desc: Basketball coach, 8200 / 9131, 0.90\n",
+      "OK: Svetlana Kuznetsova, score: 625.830627, desc: Russian tennis player, 8201 / 9131, 0.90\n",
+      "OK: Svetlana Loboda, score: 592.462219, desc: Singer, 8202 / 9131, 0.90\n",
+      "OK: Svetlana Shkolina, score: 374.638092, desc: Olympic athlete, 8203 / 9131, 0.90\n",
+      "OK: Swathi Reddy, score: 517.61676, desc: Film actress, 8204 / 9131, 0.90\n",
+      "OK: Syb van der Ploeg, score: 565.860718, desc: Dutch singer-songwriter, 8205 / 9131, 0.90\n",
+      "OK: Sybille Bammer, score: 385.113159, desc: Tennis player, 8206 / 9131, 0.90\n",
+      "OK: Sydney Penny, score: 496.263916, desc: American actress, 8207 / 9131, 0.90\n",
+      "OK: Syesha Mercado, score: 357.544952, desc: American singer, 8208 / 9131, 0.90\n",
+      "OK: Sylvester Stallone, score: 779.572937, desc: American actor, 8209 / 9131, 0.90\n",
+      "OK: Sylvia Mathews Burwell, score: 535.112488, desc: Former United States Secretary of Health and Human Services, 8210 / 9131, 0.90\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Sylvia Pasquel, score: 477.217896, desc: Mexican actress, 8211 / 9131, 0.90\n",
+      "OK: Sylvia Pinel, score: 392.680389, desc: Politician, 8212 / 9131, 0.90\n",
+      "OK: Sylvie Joly, score: 416.968323, desc: French actress, 8213 / 9131, 0.90\n",
+      "OK: Sylvie Tellier, score: 516.274353, desc: French model, 8214 / 9131, 0.90\n",
+      "OK: Sylvie Vartan, score: 619.544678, desc: Bulgarian-French singer, 8215 / 9131, 0.90\n",
+      "OK: Sylvie van der Vaart, score: 618.305359, desc: Dutch television personality, 8216 / 9131, 0.90\n",
+      "OK: Szilvia Péter Szabó, score: 537.171997, desc: Hungarian singer, 8217 / 9131, 0.90\n",
+      "OK: Sámer Issa, score: 333.626678, desc: Czech singer, 8218 / 9131, 0.90\n",
+      "OK: Séamus Coleman, score: 521.826477, desc: Irish soccer player, 8219 / 9131, 0.90\n",
+      "OK: Sébastien Chabal, score: 499.249573, desc: French rugby player, 8220 / 9131, 0.90\n",
+      "OK: Sébastien Loeb, score: 665.078735, desc: French rally driver, 8221 / 9131, 0.90\n",
+      "OK: Sébastien Squillaci, score: 456.270142, desc: French soccer player, 8222 / 9131, 0.90\n",
+      "OK: Ségolène Royal, score: 630.043274, desc: Former President of the Regional Council of Poitou-Charentes, 8223 / 9131, 0.90\n",
+      "OK: Sérgio Mallandro, score: 410.433441, desc: Brazilian actor, 8224 / 9131, 0.90\n",
+      "OK: Sérgio Marone, score: 470.13092, desc: Brazilian actor, 8225 / 9131, 0.90\n",
+      "OK: Sérgio Ramos, score: 763.265015, desc: Spanish soccer player, 8226 / 9131, 0.90\n",
+      "OK: Sílvia Marsó, score: 389.539185, desc: Spanish film actress, 8227 / 9131, 0.90\n",
+      "OK: Sónia Araújo, score: 398.53598, desc: Portuguese hostess, 8228 / 9131, 0.90\n",
+      "OK: Sônia Braga, score: 552.301819, desc: American-Brazilian actress, 8229 / 9131, 0.90\n",
+      "OK: Sümer Tilmaç, score: 424.395721, desc: Turkish actor, 8230 / 9131, 0.90\n",
+      "OK: Sıla Şahin, score: 496.720367, desc: German-Turkish actress, 8231 / 9131, 0.90\n",
+      "OK: Sławomir Nowak, score: 373.887177, desc: Polish Politician, 8232 / 9131, 0.90\n",
+      "OK: T-Pain, score: 733.084534, desc: American singer, 8233 / 9131, 0.90\n",
+      "OK: TJ Holmes, score: 188.94635, desc: American athlete, 8234 / 9131, 0.90\n",
+      "OK: TJ Miller, score: 304.319244, desc: American actor, 8235 / 9131, 0.90\n",
+      "OK: TR Knight, score: 247.671921, desc: American actor, 8236 / 9131, 0.90\n",
+      "OK: T. Rajendar, score: 515.412354, desc: Indian film actor, 8237 / 9131, 0.90\n",
+      "OK: Tabaré Vázquez, score: 628.045898, desc: President of Uruguay, 8238 / 9131, 0.90\n",
+      "OK: Tadeusz Cymański, score: 358.611511, desc: Polish Politician, 8239 / 9131, 0.90\n",
+      "OK: Tadeusz Rydzyk, score: 432.904785, desc: Priest, 8240 / 9131, 0.90\n",
+      "OK: Taeyang, score: 50.667881, desc: South Korean singer, 8241 / 9131, 0.90\n",
+      "OK: Taika Waititi, score: 582.053589, desc: New Zealand film director, 8242 / 9131, 0.90\n",
+      "OK: Tajči, score: 35.152042, desc: Croatian singer, 8243 / 9131, 0.90\n",
+      "OK: Takahisa Masuda, score: 514.605042, desc: Entertainer, 8244 / 9131, 0.90\n",
+      "OK: Takako Matsu, score: 560.376526, desc: Japanese actress, 8245 / 9131, 0.90\n",
+      "OK: Takashi Kashiwabara, score: 402.563995, desc: Actor, 8246 / 9131, 0.90\n",
+      "OK: Takuya Kimura, score: 656.684204, desc: Japanese actor, 8247 / 9131, 0.90\n",
+      "OK: Tallulah Belle Willis, score: 588.263184, desc: Actress, 8248 / 9131, 0.90\n",
+      "OK: Tamara Arciuch, score: 417.998993, desc: Polish actress, 8249 / 9131, 0.90\n",
+      "OK: Tamara Beckwith, score: 387.166565, desc: Socialite, 8250 / 9131, 0.90\n",
+      "OK: Tamara Braun, score: 429.992218, desc: American actress, 8251 / 9131, 0.90\n",
+      "OK: Tamera Mowry, score: 566.015747, desc: Actress, 8252 / 9131, 0.90\n",
+      "OK: Tami Donaldson, score: 293.282654, desc: Film actor, 8253 / 9131, 0.90\n",
+      "OK: Tami Farrell, score: 332.020294, desc: American actress, 8254 / 9131, 0.90\n",
+      "OK: Tamim Iqbal, score: 531.714539, desc: Cricketer, 8255 / 9131, 0.90\n",
+      "OK: Tamira Paszek, score: 478.969574, desc: Austrian tennis player, 8256 / 9131, 0.90\n",
+      "OK: Tamlyn Tomita, score: 517.8349, desc: American-Japanese actress, 8257 / 9131, 0.90\n",
+      "OK: Tamsen Fadal, score: 387.554138, desc: Journalist, 8258 / 9131, 0.90\n",
+      "OK: Tamsin Egerton, score: 543.97052, desc: Actress, 8259 / 9131, 0.90\n",
+      "OK: Tanaz Tabatabaei, score: 38.141224, desc: Iranian actress, 8260 / 9131, 0.90\n",
+      "OK: Taner Yıldız, score: 425.260315, desc: Turkish Politician, 8261 / 9131, 0.90\n",
+      "OK: Tang Wei, score: 586.221558, desc: Actress, 8262 / 9131, 0.90\n",
+      "OK: Tania Bryer, score: 377.954041, desc: British television host, 8263 / 9131, 0.90\n",
+      "OK: Tania Elosegui, score: 307.243469, desc: Professional golfer, 8264 / 9131, 0.91\n",
+      "OK: Tania Raymonde, score: 565.148376, desc: American actress, 8265 / 9131, 0.91\n",
+      "OK: Tanishaa Mukerji, score: 523.126404, desc: Indian film actress, 8266 / 9131, 0.91\n",
+      "OK: Tanja Ribič, score: 430.420105, desc: Actress, 8267 / 9131, 0.91\n",
+      "OK: Tanja Schumann, score: 326.58255, desc: Actress, 8268 / 9131, 0.91\n",
+      "OK: Tanja Szewczenko, score: 459.066895, desc: German figure skater, 8269 / 9131, 0.91\n",
+      "OK: Tanja Wenzel, score: 368.940277, desc: German film actress, 8270 / 9131, 0.91\n",
+      "OK: Tanushree Dutta, score: 529.179565, desc: Indian model, 8271 / 9131, 0.91\n",
+      "OK: Tanvi Vyas, score: 361.922882, desc: Indian actress, 8272 / 9131, 0.91\n",
+      "OK: Tanya Dziahileva, score: 375.381104, desc: Supermodel, 8273 / 9131, 0.91\n",
+      "OK: Tanya Plibersek, score: 498.068542, desc: Member of the Australian House of Representatives, 8274 / 9131, 0.91\n",
+      "OK: Tanya Tucker, score: 616.405701, desc: American musical artist, 8275 / 9131, 0.91\n",
+      "OK: Tara Conner, score: 440.382446, desc: American actress, 8276 / 9131, 0.91\n",
+      "OK: Tara Sharma, score: 462.603943, desc: Actress, 8277 / 9131, 0.91\n",
+      "OK: Tarcisio Bertone, score: 506.705475, desc: Italian cardinal, 8278 / 9131, 0.91\n",
+      "OK: Tarik Elyounoussi, score: 440.336731, desc: Moroccan-Norwegian soccer player, 8279 / 9131, 0.91\n",
+      "OK: Tariq Jameel, score: 551.484985, desc: Pakistani islamic scholar, 8280 / 9131, 0.91\n",
+      "OK: Tarja Halonen, score: 481.252228, desc: Former President of Finland, 8281 / 9131, 0.91\n",
+      "OK: Tarja Turunen, score: 609.575134, desc: Finnish singer-songwriter, 8282 / 9131, 0.91\n",
+      "OK: Tarjei Bø, score: 488.229248, desc: Norwegian biathlete, 8283 / 9131, 0.91\n",
+      "OK: Taryll Jackson, score: 399.830872, desc: R&amp;B group, 8284 / 9131, 0.91\n",
+      "OK: Taryn Davidson, score: 310.250549, desc: Canadian model, 8285 / 9131, 0.91\n",
+      "OK: Tasmin Lucia-Khan, score: 498.971954, desc: British film producer, 8286 / 9131, 0.91\n",
+      "OK: Tatiana Santo Domingo, score: 600.864624, desc: Socialite, 8287 / 9131, 0.91\n",
+      "OK: Tatjana Gsell, score: 348.720825, desc: Model, 8288 / 9131, 0.91\n",
+      "OK: Tatsuki Machida, score: 492.431335, desc: Japanese figure skater, 8289 / 9131, 0.91\n",
+      "OK: Tatyana Kotova, score: 348.023163, desc: Athlete, 8290 / 9131, 0.91\n",
+      "OK: Taufik Hidayat, score: 580.033203, desc: Indonesian badminton player, 8291 / 9131, 0.91\n",
+      "OK: Tavia Yeung, score: 506.921021, desc: Actress, 8292 / 9131, 0.91\n",
+      "OK: Taye Taiwo, score: 494.014008, desc: Nigerian soccer player, 8293 / 9131, 0.91\n",
+      "OK: Taylor Cole, score: 492.603302, desc: American actress, 8294 / 9131, 0.91\n",
+      "OK: Taylor Hackford, score: 483.729248, desc: American film director, 8295 / 9131, 0.91\n",
+      "OK: Taylor Hall, score: 496.409363, desc: Canadian ice hockey player, 8296 / 9131, 0.91\n",
+      "OK: Taylor Handley, score: 414.629364, desc: American actor, 8297 / 9131, 0.91\n",
+      "OK: Taylor Hill, score: 561.305786, desc: American model, 8298 / 9131, 0.91\n",
+      "OK: Taylor Schilling, score: 644.819275, desc: American actress, 8299 / 9131, 0.91\n",
+      "OK: Taylor Spreitler, score: 453.994385, desc: American actress, 8300 / 9131, 0.91\n",
+      "OK: Taylor York, score: 442.666016, desc: American musician, 8301 / 9131, 0.91\n",
+      "OK: Taís Araújo, score: 508.8638, desc: Brazilian actress, 8302 / 9131, 0.91\n",
+      "OK: Ted Hankey, score: 429.256683, desc: , 8303 / 9131, 0.91\n",
+      "OK: Ted Ligety, score: 473.246674, desc: American alpine ski racer, 8304 / 9131, 0.91\n",
+      "OK: Ted Nolan, score: 382.03241, desc: Canadian coach, 8305 / 9131, 0.91\n",
+      "OK: Teddy Pendergrass, score: 575.400146, desc: American singer, 8306 / 9131, 0.91\n",
+      "OK: Teddy Riner, score: 519.679688, desc: Olympic athlete, 8307 / 9131, 0.91\n",
+      "OK: Teemu Pukki, score: 510.19397, desc: Finnish soccer player, 8308 / 9131, 0.91\n",
+      "OK: Tendai Biti, score: 485.368866, desc: Zimbabwean Politician, 8309 / 9131, 0.91\n",
+      "OK: Tendai Mtawarira, score: 525.858643, desc: Rugby player, 8310 / 9131, 0.91\n",
+      "OK: Tengku Abdullah, score: 440.585449, desc: , 8311 / 9131, 0.91\n",
+      "OK: Teofisto Guingona III, score: 301.141663, desc: Filipino Politician, 8312 / 9131, 0.91\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Terence Blanchard, score: 502.481232, desc: American jazz trumpeter, 8313 / 9131, 0.91\n",
+      "OK: Terence Howard, score: 275.561127, desc: American actor, 8314 / 9131, 0.91\n",
+      "OK: Terence Lewis, score: 463.475098, desc: Indian dancer, 8315 / 9131, 0.91\n",
+      "OK: Teresa Forcades, score: 395.175873, desc: Physician, 8316 / 9131, 0.91\n",
+      "OK: Teresa Giudice, score: 543.598389, desc: Television actor, 8317 / 9131, 0.91\n",
+      "OK: Teresa Lipowska, score: 417.556427, desc: Polish actress, 8318 / 9131, 0.91\n",
+      "OK: Teresa Piotrowska, score: 344.060913, desc: Polish Politician, 8319 / 9131, 0.91\n",
+      "OK: Teresa Scanlan, score: 396.047058, desc: , 8320 / 9131, 0.91\n",
+      "OK: Tereza Kerndlová, score: 446.565247, desc: Singer, 8321 / 9131, 0.91\n",
+      "OK: Tereza Kesovija, score: 478.05838, desc: Recording artist, 8322 / 9131, 0.91\n",
+      "OK: Tereza Maxová, score: 388.686615, desc: Czech model, 8323 / 9131, 0.91\n",
+      "OK: Tereza Voříšková, score: 429.169434, desc: Czech film actress, 8324 / 9131, 0.91\n",
+      "OK: Teri Garr, score: 577.48645, desc: American actress, 8325 / 9131, 0.91\n",
+      "OK: Teri Polo, score: 580.463135, desc: American actress, 8326 / 9131, 0.91\n",
+      "OK: Tero Pitkämäki, score: 477.272583, desc: Finnish track and field athlete, 8327 / 9131, 0.91\n",
+      "OK: Terrence Cody, score: 435.72879, desc: Football player, 8328 / 9131, 0.91\n",
+      "OK: Terri Ivens, score: 363.799652, desc: American actress, 8329 / 9131, 0.91\n",
+      "OK: Terri J. Vaughn, score: 568.654541, desc: American actress, 8330 / 9131, 0.91\n",
+      "OK: Terri Kwan, score: 424.019714, desc: Taiwanese actress, 8331 / 9131, 0.91\n",
+      "OK: Terri Seymour, score: 394.687073, desc: Television presenter, 8332 / 9131, 0.91\n",
+      "HTTP Error 503: Service Unavailable Terry Butcher\n",
+      "OK: Terry Butcher, score: 564.203735, desc: Soccer player, 8333 / 9131, 0.91\n",
+      "OK: Terry Campese, score: 354.352692, desc: Rugby league five-eighth, 8334 / 9131, 0.91\n",
+      "OK: Terry Crews, score: 681.340454, desc: American actor, 8335 / 9131, 0.91\n",
+      "OK: Terry Francona, score: 555.188721, desc: Baseball manager, 8336 / 9131, 0.91\n",
+      "OK: Terry Wogan, score: 585.244751, desc: Radio broadcaster, 8337 / 9131, 0.91\n",
+      "OK: Teryl Rothery, score: 491.187866, desc: Canadian actress, 8338 / 9131, 0.91\n",
+      "OK: Tess Daly, score: 507.311584, desc: Model, 8339 / 9131, 0.91\n",
+      "OK: Tessa Bonhomme, score: 407.499847, desc: Canadian ice hockey player, 8340 / 9131, 0.91\n",
+      "OK: Tessa James, score: 397.558197, desc: Australian actress, 8341 / 9131, 0.91\n",
+      "OK: Tessa Mittelstaedt, score: 403.328217, desc: German actress, 8342 / 9131, 0.91\n",
+      "OK: Tetsuji Tamayama, score: 500.236481, desc: Japanese TV actor, 8343 / 9131, 0.91\n",
+      "OK: Teófilo Gutiérrez, score: 555.186035, desc: Colombian soccer player, 8344 / 9131, 0.91\n",
+      "OK: Thaao Penghlis, score: 407.69632, desc: Actor, 8345 / 9131, 0.91\n",
+      "OK: Thabo Sefolosha, score: 468.154938, desc: Basketball player, 8346 / 9131, 0.91\n",
+      "OK: Thaeme Mariôto, score: 427.071045, desc: Brazilian singer, 8347 / 9131, 0.91\n",
+      "OK: Thalía, score: 66.60173, desc: Singer-songwriter, 8348 / 9131, 0.91\n",
+      "OK: Thaïs Blume, score: 390.39444, desc: Spanish actress, 8349 / 9131, 0.91\n",
+      "OK: The Great Khali, score: 654.744507, desc: Indian professional wrestler, 8350 / 9131, 0.91\n",
+      "OK: The Tallest Man on Earth, score: 901.835632, desc: Singer-songwriter, 8351 / 9131, 0.91\n",
+      "OK: Theeradej Wongpuapan, score: 429.551666, desc: Thai actor, 8352 / 9131, 0.91\n",
+      "OK: Theo Epstein, score: 490.242157, desc: President of the Chicago Cubs, 8353 / 9131, 0.91\n",
+      "OK: Theo Francken, score: 415.114563, desc: Belgian Politician, 8354 / 9131, 0.91\n",
+      "OK: Theo Paphitis, score: 446.610168, desc: Chairman of Ryman, 8355 / 9131, 0.92\n",
+      "OK: Theo Waigel, score: 489.385162, desc: German Politician, 8356 / 9131, 0.92\n",
+      "OK: Theo Walcott, score: 638.169922, desc: Soccer player, 8357 / 9131, 0.92\n",
+      "OK: Theo Zwanziger, score: 375.773224, desc: German lawyer, 8358 / 9131, 0.92\n",
+      "OK: Theodora Richards, score: 425.213776, desc: American model, 8359 / 9131, 0.92\n",
+      "OK: Theofanis Gekas, score: 487.423187, desc: Greek soccer player, 8360 / 9131, 0.92\n",
+      "OK: Therese Alshammar, score: 493.930847, desc: Swedish swimmer, 8361 / 9131, 0.92\n",
+      "OK: Therese Johaug, score: 578.953247, desc: Norwegian cross-country skier, 8362 / 9131, 0.92\n",
+      "OK: Thia Megia, score: 380.227173, desc: American singer, 8363 / 9131, 0.92\n",
+      "OK: Thiago Pereira, score: 433.40683, desc: Brazilian swimmer, 8364 / 9131, 0.92\n",
+      "OK: Thibaut Courtois, score: 750.68573, desc: Belgian soccer player, 8365 / 9131, 0.92\n",
+      "OK: Thierry Ardisson, score: 506.640198, desc: French television producer, 8366 / 9131, 0.92\n",
+      "OK: Thierry Dusautoir, score: 436.716583, desc: Rugby player, 8367 / 9131, 0.92\n",
+      "OK: Thierry Henry, score: 790.760376, desc: French football coach, 8368 / 9131, 0.92\n",
+      "OK: Thierry Lhermitte, score: 549.766357, desc: French actor, 8369 / 9131, 0.92\n",
+      "OK: Thierry Omeyer, score: 452.38501, desc: Handball goalkeeper, 8370 / 9131, 0.92\n",
+      "OK: Thijs Römer, score: 426.923248, desc: Dutch actor, 8371 / 9131, 0.92\n",
+      "OK: Thilo Sarrazin, score: 502.956512, desc: German Politician, 8372 / 9131, 0.92\n",
+      "OK: Thomas Alsgaard, score: 443.17395, desc: Norwegian cross-country skier, 8373 / 9131, 0.92\n",
+      "OK: Thomas Anders, score: 574.376038, desc: German singer, 8374 / 9131, 0.92\n",
+      "OK: Thomas Bach, score: 481.523865, desc: President of the International Olympic Committee, 8375 / 9131, 0.92\n",
+      "OK: Thomas Brodie-Sangster, score: 852.465271, desc: Actor, 8376 / 9131, 0.92\n",
+      "OK: Thomas Broich, score: 472.828491, desc: German soccer player, 8377 / 9131, 0.92\n",
+      "OK: Thomas Dutronc, score: 466.666168, desc: French singer, 8378 / 9131, 0.92\n",
+      "OK: Thomas Eichin, score: 354.27301, desc: German soccer player, 8379 / 9131, 0.92\n",
+      "OK: Thomas Gottschalk, score: 538.637329, desc: Radio host, 8380 / 9131, 0.92\n",
+      "OK: Thomas Gravesen, score: 497.360992, desc: Danish soccer player, 8381 / 9131, 0.92\n",
+      "OK: Thomas Hitzlsperger, score: 565.835205, desc: Soccer player, 8382 / 9131, 0.92\n",
+      "OK: Thomas Menino, score: 453.008636, desc: Former Mayor of Boston, 8383 / 9131, 0.92\n",
+      "OK: Thomas Mesereau, score: 386.924469, desc: American attorney at law, 8384 / 9131, 0.92\n",
+      "OK: Thomas Morgenstern, score: 503.365723, desc: Austrian ski jumper, 8385 / 9131, 0.92\n",
+      "OK: Thomas Müller, score: 729.139404, desc: Soccer player, 8386 / 9131, 0.92\n",
+      "OK: Thomas Sadoski, score: 536.14447, desc: American film actor, 8387 / 9131, 0.92\n",
+      "OK: Thomas Tuchel, score: 586.438721, desc: German football coach, 8388 / 9131, 0.92\n",
+      "OK: Thomas Vermaelen, score: 596.94873, desc: Belgian soccer player, 8389 / 9131, 0.92\n",
+      "OK: Thomas Voeckler, score: 553.092773, desc: French cyclist, 8390 / 9131, 0.92\n",
+      "OK: Thomas de Maizière, score: 693.212219, desc: Member of the German Bundestag, 8391 / 9131, 0.92\n",
+      "OK: Thor Hushovd, score: 522.11322, desc: Norwegian bicycler, 8392 / 9131, 0.92\n",
+      "OK: Thorsten Fink, score: 481.202332, desc: German soccer player, 8393 / 9131, 0.92\n",
+      "OK: Thorsten Kaye, score: 429.841003, desc: British-German actor, 8394 / 9131, 0.92\n",
+      "OK: Thure Riefenstein, score: 395.858917, desc: Actor, 8395 / 9131, 0.92\n",
+      "OK: Thåström, score: 31.926231, desc: Swedish singer, 8396 / 9131, 0.92\n",
+      "OK: Thích Nhật Từ, score: 584.916687, desc: Vietnamese author, 8397 / 9131, 0.92\n",
+      "OK: Tia Bajpai, score: 438.947754, desc: Indian singer, 8398 / 9131, 0.92\n",
+      "OK: Tia Carrere, score: 598.264404, desc: American actress, 8399 / 9131, 0.92\n",
+      "OK: Tia Hellebaut, score: 461.534271, desc: Belgian track and field athlete, 8400 / 9131, 0.92\n",
+      "OK: Tia Mowry, score: 589.522705, desc: American actress, 8401 / 9131, 0.92\n",
+      "OK: Ticiane Pinheiro, score: 415.266937, desc: Brazilian actress, 8402 / 9131, 0.92\n",
+      "OK: Tico Torres, score: 469.315643, desc: American musician, 8403 / 9131, 0.92\n",
+      "OK: Tiffani Thiessen, score: 587.834656, desc: American actress, 8404 / 9131, 0.92\n",
+      "OK: Tiffany Fallon, score: 441.164734, desc: American model, 8405 / 9131, 0.92\n",
+      "OK: Tiffany Thornton, score: 496.549225, desc: American actress, 8406 / 9131, 0.92\n",
+      "OK: Tiger Woods, score: 1289.538574, desc: American professional golfer, 8407 / 9131, 0.92\n",
+      "OK: Tilde de Paula, score: 576.987793, desc: Chilean-Swedish journalist, 8408 / 9131, 0.92\n",
+      "OK: Till Brönner, score: 542.210938, desc: Jazz trumpeter, 8409 / 9131, 0.92\n",
+      "OK: Tim Boetsch, score: 373.253021, desc: American mixed martial artist, 8410 / 9131, 0.92\n",
+      "OK: Tim Cook, score: 651.709534, desc: Chief Executive Officer of Apple, 8411 / 9131, 0.92\n",
+      "OK: Tim Duncan, score: 705.87915, desc: American basketball player, 8412 / 9131, 0.92\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Tim Howard, score: 631.378296, desc: Soccer player, 8413 / 9131, 0.92\n",
+      "OK: Tim Krul, score: 519.471436, desc: Dutch soccer player, 8414 / 9131, 0.92\n",
+      "OK: Tim Mälzer, score: 486.471313, desc: German chef, 8415 / 9131, 0.92\n",
+      "OK: Tim Roth, score: 618.224121, desc: Actor, 8416 / 9131, 0.92\n",
+      "OK: Tim Sherwood, score: 474.270752, desc: Football manager, 8417 / 9131, 0.92\n",
+      "OK: Timm Klose, score: 467.540314, desc: Soccer player, 8418 / 9131, 0.92\n",
+      "OK: Timo Boll, score: 564.946594, desc: German player, 8419 / 9131, 0.92\n",
+      "OK: Timo Hildebrand, score: 472.820465, desc: Soccer player, 8420 / 9131, 0.92\n",
+      "OK: Timothy Dalton, score: 596.58313, desc: British actor, 8421 / 9131, 0.92\n",
+      "OK: Timothy Shriver, score: 448.749939, desc: , 8422 / 9131, 0.92\n",
+      "OK: Tina Fey, score: 723.562012, desc: American actress, 8423 / 9131, 0.92\n",
+      "OK: Tina Maze, score: 523.543823, desc: Slovenian alpine ski racer, 8424 / 9131, 0.92\n",
+      "OK: Tina Nordström, score: 424.019623, desc: Chef, 8425 / 9131, 0.92\n",
+      "OK: Tina Ruland, score: 444.396027, desc: German actress, 8426 / 9131, 0.92\n",
+      "OK: Tinashe, score: 54.462276, desc: American singer-songwriter, 8427 / 9131, 0.92\n",
+      "OK: Tinie Tempah, score: 586.462158, desc: English rapper, 8428 / 9131, 0.92\n",
+      "OK: Tino Costa, score: 432.537476, desc: Soccer player, 8429 / 9131, 0.92\n",
+      "OK: Tirunesh Dibaba, score: 497.729858, desc: Ethiopian athlete, 8430 / 9131, 0.92\n",
+      "OK: Tisha Campbell-Martin, score: 783.614868, desc: American actress, 8431 / 9131, 0.92\n",
+      "OK: Tishani Doshi, score: 346.253693, desc: Indian poet, 8432 / 9131, 0.92\n",
+      "OK: Titi DJ, score: 451.085724, desc: Indonesian singer, 8433 / 9131, 0.92\n",
+      "OK: Tito El Bambino, score: 754.873169, desc: Puerto Rican singer, 8434 / 9131, 0.92\n",
+      "OK: Tito Jackson, score: 561.829407, desc: American singer-songwriter, 8435 / 9131, 0.92\n",
+      "OK: Tito Vilanova, score: 491.623047, desc: Spanish football manager, 8436 / 9131, 0.92\n",
+      "OK: Titus ONeil, score: , desc: , 8437 / 9131, 0.92\n",
+      "OK: Tiziano Crudeli, score: 391.038818, desc: Italian television presenter, 8438 / 9131, 0.92\n",
+      "OK: Tiziano Ferro, score: 625.284912, desc: Italian singer-songwriter, 8439 / 9131, 0.92\n",
+      "OK: Tjitske Reidinga, score: 407.919037, desc: Dutch actress, 8440 / 9131, 0.92\n",
+      "OK: Tobias Moretti, score: 501.885345, desc: Austrian actor, 8441 / 9131, 0.92\n",
+      "OK: Tobias Schweinsteiger, score: 451.895874, desc: German soccer player, 8442 / 9131, 0.92\n",
+      "OK: Toby Alderweireld, score: 627.391357, desc: Belgian soccer player, 8443 / 9131, 0.92\n",
+      "OK: Toby Flood, score: 426.17038, desc: Rugby player, 8444 / 9131, 0.92\n",
+      "OK: Toby Hemingway, score: 426.024872, desc: Actor, 8445 / 9131, 0.92\n",
+      "OK: Toby Kebbell, score: 527.501648, desc: Film actor, 8446 / 9131, 0.92\n",
+      "OK: Toby Keith, score: 671.036621, desc: American singer-songwriter, 8447 / 9131, 0.93\n",
+      "OK: Toby Leung, score: 388.373444, desc: Singer, 8448 / 9131, 0.93\n",
+      "OK: Toccara Jones, score: 438.298157, desc: American television personality, 8449 / 9131, 0.93\n",
+      "OK: Todd Tucker, score: 366.26825, desc: American film director, 8450 / 9131, 0.93\n",
+      "OK: Tolgay Arslan, score: 469.013641, desc: Soccer player, 8451 / 9131, 0.93\n",
+      "OK: Tom Berenger, score: 579.767395, desc: American television actor, 8452 / 9131, 0.93\n",
+      "OK: Tom Brokaw, score: 575.556702, desc: American journalist, 8453 / 9131, 0.93\n",
+      "OK: Tom Cavanagh, score: 566.801697, desc: Canadian actor, 8454 / 9131, 0.93\n",
+      "OK: Tom Chaplin, score: 492.037201, desc: English singer, 8455 / 9131, 0.93\n",
+      "OK: Tom Cleverley, score: 511.995575, desc: Soccer player, 8456 / 9131, 0.93\n",
+      "OK: Tom Corbett, score: 427.998047, desc: Former Governor of Pennsylvania, 8457 / 9131, 0.93\n",
+      "OK: Tom Daley, score: 610.403931, desc: Diver, 8458 / 9131, 0.93\n",
+      "OK: Tom Dwan, score: 478.261566, desc: American professional poker player, 8459 / 9131, 0.93\n",
+      "OK: Tom Enders, score: 410.763794, desc: Chief Executive of airbus, 8460 / 9131, 0.93\n",
+      "OK: Tom Felton, score: 646.088501, desc: Actor, 8461 / 9131, 0.93\n",
+      "OK: Tom Hardy, score: 736.016174, desc: Actor, 8462 / 9131, 0.93\n",
+      "OK: Tom Hawkins, score: 506.881775, desc: Australian rules footballer, 8463 / 9131, 0.93\n",
+      "OK: Tom Hopper, score: 518.813416, desc: Actor, 8464 / 9131, 0.93\n",
+      "OK: Tom Huddlestone, score: 483.531799, desc: Soccer player, 8465 / 9131, 0.93\n",
+      "OK: Tom Pelphrey, score: 469.615601, desc: American actor, 8466 / 9131, 0.93\n",
+      "OK: Tom Rodriguez, score: 468.301971, desc: American-Filipino actor, 8467 / 9131, 0.93\n",
+      "OK: Tom Thibodeau, score: 502.632996, desc: American basketball coach, 8468 / 9131, 0.93\n",
+      "OK: Tom Vilsack, score: 459.491028, desc: Former United States Secretary of Agriculture, 8469 / 9131, 0.93\n",
+      "OK: Tom Welling, score: 619.052307, desc: American actor, 8470 / 9131, 0.93\n",
+      "OK: Tom Youngs, score: 398.517914, desc: Rugby player, 8471 / 9131, 0.93\n",
+      "OK: Tomasz Adamek, score: 486.27594, desc: Polish professional boxer, 8472 / 9131, 0.93\n",
+      "OK: Tomasz Brzyski, score: 392.55249, desc: Polish soccer player, 8473 / 9131, 0.93\n",
+      "OK: Tomasz Karolak, score: 427.490112, desc: Polish actor, 8474 / 9131, 0.93\n",
+      "OK: Tomatito, score: 39.274155, desc: Spanish guitarist, 8475 / 9131, 0.93\n",
+      "OK: Tomi Joutsen, score: 401.224976, desc: Finnish musician, 8476 / 9131, 0.93\n",
+      "OK: Tomislav Karamarko, score: 420.287872, desc: Croatian Politician, 8477 / 9131, 0.93\n",
+      "OK: Tomislav Nikolić, score: 466.451508, desc: Former President of Serbia, 8478 / 9131, 0.93\n",
+      "OK: Tommy Chong, score: 599.324036, desc: American-Canadian comedian, 8479 / 9131, 0.93\n",
+      "OK: Tommy Körberg, score: 533.591309, desc: Swedish singer, 8480 / 9131, 0.93\n",
+      "OK: Tommy Shaw, score: 522.05072, desc: American guitarist, 8481 / 9131, 0.93\n",
+      "OK: Tommy Thayer, score: 486.552887, desc: American musician, 8482 / 9131, 0.93\n",
+      "OK: Tommy Tuberville, score: 471.106964, desc: Football coach, 8483 / 9131, 0.93\n",
+      "OK: Tomo Yanagishita, score: 397.875458, desc: Japanese actor, 8484 / 9131, 0.93\n",
+      "OK: Tomohisa Yamashita, score: 658.153625, desc: Japanese idol, 8485 / 9131, 0.93\n",
+      "OK: Tomáš Berdych, score: 656.575989, desc: Czech tennis player, 8486 / 9131, 0.93\n",
+      "OK: Tomáš Klus, score: 464.103149, desc: Musician, 8487 / 9131, 0.93\n",
+      "OK: Tomáš Rosický, score: 564.701843, desc: Soccer player, 8488 / 9131, 0.93\n",
+      "OK: Tomáš Tatar, score: 503.728973, desc: Ice hockey left wing, 8489 / 9131, 0.93\n",
+      "OK: Tone Damli, score: 495.717743, desc: Norwegian singer, 8490 / 9131, 0.93\n",
+      "OK: Toni Atkins, score: 440.265137, desc: President pro Tempore of the California State Senate, 8491 / 9131, 0.93\n",
+      "OK: Toni Braxton, score: 708.908325, desc: American singer-songwriter, 8492 / 9131, 0.93\n",
+      "OK: Toni Collette, score: 640.013916, desc: Australian actress, 8493 / 9131, 0.93\n",
+      "OK: Toni Garrn, score: 534.8927, desc: German model, 8494 / 9131, 0.93\n",
+      "OK: Toni Kroos, score: 739.162109, desc: Soccer player, 8495 / 9131, 0.93\n",
+      "OK: Toni Servillo, score: 498.485291, desc: Italian actor, 8496 / 9131, 0.93\n",
+      "OK: Tonka Tomicic, score: 477.355286, desc: Model, 8497 / 9131, 0.93\n",
+      "OK: Tony Carreira, score: 508.897217, desc: Portuguese musician, 8498 / 9131, 0.93\n",
+      "OK: Tony Estanguet, score: 443.459137, desc: Olympic athlete, 8499 / 9131, 0.93\n",
+      "OK: Tony Fernandes, score: 483.459137, desc: Entrepreneur, 8500 / 9131, 0.93\n",
+      "OK: Tony Goldwyn, score: 585.395508, desc: American actor, 8501 / 9131, 0.93\n",
+      "OK: Tony Hadley, score: 541.209717, desc: Singer-songwriter, 8502 / 9131, 0.93\n",
+      "OK: Tony Hawk, score: 643.352173, desc: American skateboarder, 8503 / 9131, 0.93\n",
+      "OK: Tony La Russa, score: 755.082947, desc: American professional baseball player, 8504 / 9131, 0.93\n",
+      "OK: Tony Leung Chiu Wai, score: 1030.362183, desc: Actor, 8505 / 9131, 0.93\n",
+      "OK: Tony McCoy, score: 528.91156, desc: Northern Irish horse racing jockey, 8506 / 9131, 0.93\n",
+      "OK: Tony Montana, score: 568.097656, desc: Fictional character, 8507 / 9131, 0.93\n",
+      "OK: Tony Mowbray, score: 483.238464, desc: Former soccer player, 8508 / 9131, 0.93\n",
+      "OK: Tony Oller, score: 441.045135, desc: American singer, 8509 / 9131, 0.93\n",
+      "OK: Tony Popovic, score: 461.991241, desc: Australian football manager, 8510 / 9131, 0.93\n",
+      "OK: Tony Pulis, score: 543.045471, desc: Welsh football manager, 8511 / 9131, 0.93\n",
+      "OK: Tony Shalhoub, score: 621.55835, desc: American actor, 8512 / 9131, 0.93\n",
+      "OK: Tony Stewart, score: 775.111328, desc: American race car driver, 8513 / 9131, 0.93\n",
+      "OK: Tony Yayo, score: 513.59021, desc: American rapper, 8514 / 9131, 0.93\n",
+      "OK: Tonya Kinzinger, score: 396.57724, desc: American dancer, 8515 / 9131, 0.93\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Tooske Ragas, score: 427.772369, desc: Dutch actress, 8516 / 9131, 0.93\n",
+      "OK: Tora Berger, score: 465.45285, desc: Norwegian biathlete, 8517 / 9131, 0.93\n",
+      "OK: Torah Bright, score: 419.036102, desc: Australian snowboarder, 8518 / 9131, 0.93\n",
+      "OK: Toral Rasputra, score: 414.639435, desc: Indian television actress, 8519 / 9131, 0.93\n",
+      "OK: Torbjørn Røe Isaksen, score: 679.292603, desc: Norwegian Politician, 8520 / 9131, 0.93\n",
+      "OK: Tord Lien, score: 375.817993, desc: Norwegian Politician, 8521 / 9131, 0.93\n",
+      "OK: Torrance Coombs, score: 500.375031, desc: Canadian actor, 8522 / 9131, 0.93\n",
+      "OK: Torrey DeVitto, score: 583.072144, desc: American actress, 8523 / 9131, 0.93\n",
+      "OK: Torrie Wilson, score: 602.128967, desc: American model, 8524 / 9131, 0.93\n",
+      "OK: Torsten Lieberknecht, score: 469.296295, desc: Soccer player, 8525 / 9131, 0.93\n",
+      "OK: Toshiya Miura, score: 425.518433, desc: Former soccer player, 8526 / 9131, 0.93\n",
+      "OK: Toto Wolff, score: 534.70105, desc: Executive Director of Mercedes AMG Petronas Formula One Team, 8527 / 9131, 0.93\n",
+      "OK: Touriya Haoud, score: 437.612335, desc: Dutch actress, 8528 / 9131, 0.93\n",
+      "OK: Tovah Feldshuh, score: 509.138641, desc: American actress, 8529 / 9131, 0.93\n",
+      "OK: Toše Proeski, score: 538.005554, desc: Macedonian singer-songwriter, 8530 / 9131, 0.93\n",
+      "OK: Tracey E. Bregman, score: 614.71106, desc: Actress, 8531 / 9131, 0.93\n",
+      "OK: Tracie Bennett, score: 423.108704, desc: Television actress, 8532 / 9131, 0.93\n",
+      "OK: Tracy McGrady, score: 659.328796, desc: American basketball player, 8533 / 9131, 0.93\n",
+      "OK: Tracy Tweed, score: 344.037323, desc: Actor, 8534 / 9131, 0.93\n",
+      "OK: Tracy-Ann Oberman, score: 669.300964, desc: Television actress, 8535 / 9131, 0.93\n",
+      "OK: Traian Băsescu, score: 625.382446, desc: Former President of Romania, 8536 / 9131, 0.93\n",
+      "OK: Travie McCoy, score: 550.943359, desc: American rapper, 8537 / 9131, 0.93\n",
+      "OK: Travis Hafner, score: 393.156677, desc: American professional baseball player, 8538 / 9131, 0.94\n",
+      "OK: Travis Milne, score: 388.041534, desc: Canadian actor, 8539 / 9131, 0.94\n",
+      "OK: Travis Scott, score: 775.825317, desc: American rapper, 8540 / 9131, 0.94\n",
+      "OK: Travis Tritt, score: 613.697327, desc: American singer-songwriter, 8541 / 9131, 0.94\n",
+      "OK: Treechada Petcharat, score: 481.328461, desc: Thai model, 8542 / 9131, 0.94\n",
+      "OK: Trevor Booker, score: 477.228119, desc: American basketball player, 8543 / 9131, 0.94\n",
+      "OK: Trevor McDonald, score: 538.735901, desc: British-Trinidadian journalist, 8544 / 9131, 0.94\n",
+      "OK: Trevor Rabin, score: 520.631958, desc: Musician, 8545 / 9131, 0.94\n",
+      "OK: Trey Anastasio, score: 559.551819, desc: American singer, 8546 / 9131, 0.94\n",
+      "OK: Trey Gowdy, score: 707.221252, desc: U.S. Representative, 8547 / 9131, 0.94\n",
+      "OK: Trey Hardee, score: 431.64093, desc: American track and field athlete, 8548 / 9131, 0.94\n",
+      "OK: Trey Songz, score: 732.68219, desc: American singer-songwriter, 8549 / 9131, 0.94\n",
+      "OK: Triana Iglesias, score: 403.300232, desc: Norwegian model, 8550 / 9131, 0.94\n",
+      "OK: Trijntje Oosterhuis, score: 547.879761, desc: Dutch singer, 8551 / 9131, 0.94\n",
+      "OK: Trine Skei Grande, score: 665.231934, desc: Party leader of the Liberal Party of Norway, 8552 / 9131, 0.94\n",
+      "OK: Trinidad Jiménez, score: 388.454895, desc: Spanish Politician, 8553 / 9131, 0.94\n",
+      "OK: Triple H, score: 1103.365723, desc: American business professional, 8554 / 9131, 0.94\n",
+      "OK: Trish Stratus, score: 648.152832, desc: Canadian actress, 8555 / 9131, 0.94\n",
+      "OK: Trisha, score: 50.289833, desc: Indian film actress, 8556 / 9131, 0.94\n",
+      "OK: Trisha Yearwood, score: 643.937561, desc: American singer, 8557 / 9131, 0.94\n",
+      "OK: Tristan Thompson, score: 625.642212, desc: Canadian basketball player, 8558 / 9131, 0.94\n",
+      "OK: Tristram Hunt, score: 434.688751, desc: Director of Victoria and Albert Museum, 8559 / 9131, 0.94\n",
+      "OK: Troy Brouwer, score: 434.832428, desc: Ice hockey winger, 8560 / 9131, 0.94\n",
+      "OK: Troy Garity, score: 490.198486, desc: American film actor, 8561 / 9131, 0.94\n",
+      "OK: Troy Polamalu, score: 600.910583, desc: Football strong safety, 8562 / 9131, 0.94\n",
+      "HTTP Error 503: Service Unavailable Troy Tulowitzki\n",
+      "OK: Troy Tulowitzki, score: 535.694336, desc: Baseball shortstop, 8563 / 9131, 0.94\n",
+      "OK: Trudie Styler, score: 525.964539, desc: Actress, 8564 / 9131, 0.94\n",
+      "OK: Try Sutrisno, score: 412.169189, desc: Former Vice President of Indonesia, 8565 / 9131, 0.94\n",
+      "OK: Trương Tấn Sang, score: 610.554199, desc: Former President of Vietnam, 8566 / 9131, 0.94\n",
+      "OK: Tucker Carlson, score: 597.471985, desc: American commentator, 8567 / 9131, 0.94\n",
+      "OK: Tulip Joshi, score: 436.369781, desc: Indian actress, 8568 / 9131, 0.94\n",
+      "OK: Tulisa Contostavlos, score: 553.49707, desc: British singer-songwriter, 8569 / 9131, 0.94\n",
+      "OK: Tuncay Şanlı, score: 546.843445, desc: Turkish soccer player, 8570 / 9131, 0.94\n",
+      "OK: Tuomas Holopainen, score: 508.046478, desc: Finnish songwriter, 8571 / 9131, 0.94\n",
+      "OK: Tuğba Özay, score: 463.320587, desc: Turkish model, 8572 / 9131, 0.94\n",
+      "OK: Twin Shadow, score: 472.291016, desc: American-Dominican singer, 8573 / 9131, 0.94\n",
+      "OK: Ty Herndon, score: 456.121704, desc: American singer, 8574 / 9131, 0.94\n",
+      "OK: Tyga, score: 59.292831, desc: American rapper, 8575 / 9131, 0.94\n",
+      "OK: Tyger Drew-Honey, score: 639.958557, desc: Actor, 8576 / 9131, 0.94\n",
+      "OK: Tygo Gernandt, score: 448.837219, desc: Dutch television actor, 8577 / 9131, 0.94\n",
+      "OK: Tyler Hamilton, score: 492.067444, desc: American bicycler, 8578 / 9131, 0.94\n",
+      "OK: Tyler Hansbrough, score: 566.09021, desc: American basketball player, 8579 / 9131, 0.94\n",
+      "OK: Tyler Posey, score: 612.080688, desc: American actor, 8580 / 9131, 0.94\n",
+      "OK: Tyler Reks, score: 410.029999, desc: American professional wrestler, 8581 / 9131, 0.94\n",
+      "OK: Tyler Winklevoss, score: 408.746185, desc: Olympic athlete, 8582 / 9131, 0.94\n",
+      "OK: Tyshawn Taylor, score: 410.541504, desc: American basketball player, 8583 / 9131, 0.94\n",
+      "OK: Tyson Chandler, score: 565.880005, desc: American basketball player, 8584 / 9131, 0.94\n",
+      "OK: Tyson Gay, score: 555.965942, desc: American track and field athlete, 8585 / 9131, 0.94\n",
+      "OK: Ubaldo Jiménez, score: 483.387848, desc: Baseball pitcher, 8586 / 9131, 0.94\n",
+      "OK: Uday Chopra, score: 507.086304, desc: Actor, 8587 / 9131, 0.94\n",
+      "OK: Uday Kiran, score: 463.881775, desc: Indian film actor, 8588 / 9131, 0.94\n",
+      "OK: Udaya Bhanu, score: 413.66922, desc: Indian presenter, 8589 / 9131, 0.94\n",
+      "OK: Uddhav Thackeray, score: 447.260803, desc: Indian Politician, 8590 / 9131, 0.94\n",
+      "OK: Udhayanidhi Stalin, score: 504.194946, desc: Indian film producer, 8591 / 9131, 0.94\n",
+      "OK: Udo Dirkschneider, score: 519.617188, desc: German singer, 8592 / 9131, 0.94\n",
+      "OK: Udo Kier, score: 505.572479, desc: German actor, 8593 / 9131, 0.94\n",
+      "OK: Udo Voigt, score: 402.611908, desc: German Politician, 8594 / 9131, 0.94\n",
+      "OK: Uffe Elbæk, score: 402.711029, desc: Party leader of The Alternative, 8595 / 9131, 0.94\n",
+      "OK: Uhm Jung-hwa, score: 736.612488, desc: South Korean actress, 8596 / 9131, 0.94\n",
+      "OK: Uli Forte, score: 263.490631, desc: Italian-Swiss football coach, 8597 / 9131, 0.94\n",
+      "OK: Uli Hoeneß, score: 608.113647, desc: President of Bayern Munich, 8598 / 9131, 0.94\n",
+      "OK: Uli Jon Roth, score: 667.287231, desc: Guitarist, 8599 / 9131, 0.94\n",
+      "OK: Ulrich Matthes, score: 439.402832, desc: German actor, 8600 / 9131, 0.94\n",
+      "OK: Ulrich Tukur, score: 463.253754, desc: German actor, 8601 / 9131, 0.94\n",
+      "OK: Ulrik Wilbek, score: 374.568787, desc: Danish coach, 8602 / 9131, 0.94\n",
+      "OK: Ulrike Folkerts, score: 416.647247, desc: German actress, 8603 / 9131, 0.94\n",
+      "OK: Umberto Bossi, score: 485.99707, desc: Italian Politician, 8604 / 9131, 0.94\n",
+      "OK: Umesh Yadav, score: 515.947449, desc: Indian cricketer, 8605 / 9131, 0.94\n",
+      "OK: Unai Emery, score: 650.465942, desc: Spanish football manager, 8606 / 9131, 0.94\n",
+      "OK: Undertaker, score: 69.176712, desc: American professional wrestler, 8607 / 9131, 0.94\n",
+      "OK: Upasana Singh, score: 468.524353, desc: Indian actress, 8608 / 9131, 0.94\n",
+      "OK: Upeksha Swarnamali, score: 449.00882, desc: Sri Lankan model, 8609 / 9131, 0.94\n",
+      "OK: Urban Meyer, score: 743.738403, desc: Football coach, 8610 / 9131, 0.94\n",
+      "OK: Urby Emanuelson, score: 462.684631, desc: Dutch soccer player, 8611 / 9131, 0.94\n",
+      "OK: Uri Geller, score: 579.430603, desc: Magician, 8612 / 9131, 0.94\n",
+      "OK: Ursula Andress, score: 607.386841, desc: Film actress, 8613 / 9131, 0.94\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Ursula von der Leyen, score: 934.606201, desc: Federal Minister of Defence, 8614 / 9131, 0.94\n",
+      "HTTP Error 503: Service Unavailable Urve Palo\n",
+      "OK: Urve Palo, score: 369.284668, desc: Estonian Politician, 8615 / 9131, 0.94\n",
+      "OK: Usha Nadkarni, score: 455.107819, desc: Indian television actress, 8616 / 9131, 0.94\n",
+      "OK: Usman Khawaja, score: 500.112152, desc: Australian-Pakistani cricketer, 8617 / 9131, 0.94\n",
+      "OK: Ute Freudenberg, score: 420.4552, desc: German singer, 8618 / 9131, 0.94\n",
+      "OK: Uto Ughi, score: 426.489655, desc: Italian Violinist, 8619 / 9131, 0.94\n",
+      "OK: Uwe Ochsenknecht, score: 474.17514, desc: Actor, 8620 / 9131, 0.94\n",
+      "OK: Uğur Dündar, score: 460.917938, desc: Turkish journalist, 8621 / 9131, 0.94\n",
+      "OK: Uğur Tütüneker, score: 407.667877, desc: Turkish soccer player, 8622 / 9131, 0.94\n",
+      "OK: VK Singh, score: 335.695404, desc: Member of Parliament, Lok Sabha, 8623 / 9131, 0.94\n",
+      "OK: VV Vinayak, score: 167.467163, desc: Indian film director, 8624 / 9131, 0.94\n",
+      "OK: Vadivelu, score: 52.711594, desc: Indian film actor, 8625 / 9131, 0.94\n",
+      "OK: Vahid Halilhodžić, score: 633.032227, desc: Soccer player, 8626 / 9131, 0.94\n",
+      "OK: Vahina Giocante, score: 452.013885, desc: French actress, 8627 / 9131, 0.94\n",
+      "OK: Vaidas Baumila, score: 418.915771, desc: Lithuanian singer, 8628 / 9131, 0.94\n",
+      "OK: Vail Bloom, score: 383.883606, desc: American actress, 8629 / 9131, 0.95\n",
+      "OK: Valen Hsu, score: 470.826172, desc: Taiwanese singer-songwriter, 8630 / 9131, 0.95\n",
+      "OK: Valene Maharaj, score: 325.095184, desc: Model, 8631 / 9131, 0.95\n",
+      "OK: Valentin Inzko, score: 364.905029, desc: High Representative for Bosnia and Herzegovina, 8632 / 9131, 0.95\n",
+      "OK: Valentin Stocker, score: 446.23819, desc: Swiss soccer player, 8633 / 9131, 0.95\n",
+      "OK: Valentina Cervi, score: 440.540802, desc: Italian film actress, 8634 / 9131, 0.95\n",
+      "OK: Valentina Lodovini, score: 466.882782, desc: Italian film actress, 8635 / 9131, 0.95\n",
+      "OK: Valentina Patruno, score: 324.347809, desc: , 8636 / 9131, 0.95\n",
+      "OK: Valentina Vezzali, score: 482.400024, desc: Italian Politician, 8637 / 9131, 0.95\n",
+      "OK: Valentina Zelyaeva, score: 398.266693, desc: Russian supermodel, 8638 / 9131, 0.95\n",
+      "OK: Valeria Bilello, score: 433.374542, desc: Italian actress, 8639 / 9131, 0.95\n",
+      "OK: Valeria Solarino, score: 427.991974, desc: Actress, 8640 / 9131, 0.95\n",
+      "OK: Valerie Adams, score: 558.998474, desc: New Zealand olympic athlete, 8641 / 9131, 0.95\n",
+      "OK: Valerie Dominguez, score: 440.144562, desc: Colombian actress, 8642 / 9131, 0.95\n",
+      "OK: Valerie Harper, score: 567.461609, desc: American actress, 8643 / 9131, 0.95\n",
+      "OK: Valerie Leon, score: 434.120667, desc: Actress, 8644 / 9131, 0.95\n",
+      "OK: Valerie Niehaus, score: 435.371552, desc: German actor, 8645 / 9131, 0.95\n",
+      "OK: Valerie Plame, score: 541.921753, desc: Writer, 8646 / 9131, 0.95\n",
+      "OK: Valerio Scanu, score: 459.929077, desc: Italian singer, 8647 / 9131, 0.95\n",
+      "OK: Valery Ortiz, score: 407.687408, desc: Actress, 8648 / 9131, 0.95\n",
+      "OK: Valter Birsa, score: 494.073486, desc: Slovenian soccer player, 8649 / 9131, 0.95\n",
+      "OK: Valérie Bègue, score: 457.545929, desc: French television personality, 8650 / 9131, 0.95\n",
+      "OK: Valérie Fourneyron, score: 353.493622, desc: French Politician, 8651 / 9131, 0.95\n",
+      "OK: Valérie Lemercier, score: 510.609344, desc: French actress, 8652 / 9131, 0.95\n",
+      "OK: Valérie Pécresse, score: 516.065369, desc: French Politician, 8653 / 9131, 0.95\n",
+      "OK: Van Hansis, score: 396.827576, desc: American actor, 8654 / 9131, 0.95\n",
+      "OK: Van Jones, score: 581.109863, desc: American author, 8655 / 9131, 0.95\n",
+      "OK: Van Vicker, score: 483.25473, desc: Ghanaian actor, 8656 / 9131, 0.95\n",
+      "OK: Vaneeza Ahmad, score: 368.511505, desc: Pakistani model, 8657 / 9131, 0.95\n",
+      "OK: Vanesa Martín, score: 447.108948, desc: Spanish singer, 8658 / 9131, 0.95\n",
+      "OK: Vanesa Romero, score: 475.94046, desc: Spanish actress, 8659 / 9131, 0.95\n",
+      "OK: Vanessa Bell Calloway, score: 635.561218, desc: American actress, 8660 / 9131, 0.95\n",
+      "OK: Vanessa Demouy, score: 458.62561, desc: Actress, 8661 / 9131, 0.95\n",
+      "OK: Vanessa Feltz, score: 476.414703, desc: Television personality, 8662 / 9131, 0.95\n",
+      "OK: Vanessa Ferrari, score: 474.78717, desc: Italian gymnast, 8663 / 9131, 0.95\n",
+      "OK: Vanessa Gerbelli, score: 389.667175, desc: Brazilian actress, 8664 / 9131, 0.95\n",
+      "OK: Vanessa Hessler, score: 467.665833, desc: American-Italian model, 8665 / 9131, 0.95\n",
+      "OK: Vanessa Incontrada, score: 494.470978, desc: Italian-Spanish actress, 8666 / 9131, 0.95\n",
+      "OK: Vanessa Morgan, score: 556.582642, desc: Canadian actress, 8667 / 9131, 0.95\n",
+      "OK: Vanessa Peretti, score: 310.640076, desc: Model, 8668 / 9131, 0.95\n",
+      "OK: Vanessa da Mata, score: 680.326904, desc: Brazilian singer, 8669 / 9131, 0.95\n",
+      "OK: Vania King, score: 503.25827, desc: American tennis player, 8670 / 9131, 0.95\n",
+      "OK: Vanna White, score: 560.143982, desc: American television personality, 8671 / 9131, 0.95\n",
+      "OK: Varalaxmi Sarathkumar, score: 494.882751, desc: Indian film actress, 8672 / 9131, 0.95\n",
+      "OK: Varujan Vosganian, score: 390.326965, desc: Politician, 8673 / 9131, 0.95\n",
+      "OK: Varun Sandesh, score: 437.130737, desc: Indian film actor, 8674 / 9131, 0.95\n",
+      "OK: Vasco Regini, score: 404.209595, desc: Italian soccer player, 8675 / 9131, 0.95\n",
+      "OK: Vasco Rossi, score: 660.458923, desc: Italian singer-songwriter, 8676 / 9131, 0.95\n",
+      "OK: Vashtie Kola, score: 385.325867, desc: American music video director, 8677 / 9131, 0.95\n",
+      "OK: Vasile Blaga, score: 418.049713, desc: Romanian Politician, 8678 / 9131, 0.95\n",
+      "OK: Vasili Berezutski, score: 493.987732, desc: Russian soccer player, 8679 / 9131, 0.95\n",
+      "OK: Vasyl Lomachenko, score: 604.291443, desc: Ukrainian professional boxer, 8680 / 9131, 0.95\n",
+      "OK: Vatsal Sheth, score: 459.989716, desc: Indian film actor, 8681 / 9131, 0.95\n",
+      "OK: Vayalar Ravi, score: 374.358582, desc: Member of Rajya Sabha, 8682 / 9131, 0.95\n",
+      "OK: Vedran Ćorluka, score: 605.006592, desc: Croatian soccer player, 8683 / 9131, 0.95\n",
+      "OK: Veena Malik, score: 540.089417, desc: Pakistani actress, 8684 / 9131, 0.95\n",
+      "OK: Veerle Baetens, score: 453.186676, desc: Belgian actress, 8685 / 9131, 0.95\n",
+      "OK: Vendela Kirsebom, score: 519.577026, desc: Norwegian-Swedish model, 8686 / 9131, 0.95\n",
+      "OK: Venkaiah Naidu, score: 701.299622, desc: Vice President of India, 8687 / 9131, 0.95\n",
+      "OK: Venke Knutson, score: 368.511292, desc: Norwegian singer, 8688 / 9131, 0.95\n",
+      "OK: Venus Raj, score: 440.514832, desc: Filipino actress, 8689 / 9131, 0.95\n",
+      "OK: Venus Williams, score: 1015.578308, desc: American tennis player, 8690 / 9131, 0.95\n",
+      "OK: Vera Farmiga, score: 668.044189, desc: Actress, 8691 / 9131, 0.95\n",
+      "OK: Vera Fischer, score: 509.93631, desc: Brazilian actress, 8692 / 9131, 0.95\n",
+      "OK: Vera Holtz, score: 417.902924, desc: Brazilian television actress, 8693 / 9131, 0.95\n",
+      "OK: Verdine White, score: 490.391602, desc: American musician, 8694 / 9131, 0.95\n",
+      "OK: Verena Sailer, score: 443.024963, desc: German athlete, 8695 / 9131, 0.95\n",
+      "OK: Verity Rushworth, score: 382.463104, desc: Actress, 8696 / 9131, 0.95\n",
+      "OK: Verona Pooth, score: 513.103333, desc: Television personality, 8697 / 9131, 0.95\n",
+      "OK: Veronica Palm, score: 401.32663, desc: Swedish Politician, 8698 / 9131, 0.95\n",
+      "OK: Veronika Husárová, score: 337.291962, desc: , 8699 / 9131, 0.95\n",
+      "OK: Verónica Castro, score: 635.293457, desc: Mexican actress, 8700 / 9131, 0.95\n",
+      "OK: Verónica Sánchez, score: 455.225311, desc: Spanish actress, 8701 / 9131, 0.95\n",
+      "OK: Vesna Fabjan, score: 321.274017, desc: Slovenian cross-country skier, 8702 / 9131, 0.95\n",
+      "OK: Vesna Pusić, score: 396.730103, desc: Croatian sociologist, 8703 / 9131, 0.95\n",
+      "OK: Veysel Eroğlu, score: 429.09317, desc: Minister of Forestry and Water Affairs, 8704 / 9131, 0.95\n",
+      "OK: Vhong Navarro, score: 509.653198, desc: Filipino comedian, 8705 / 9131, 0.95\n",
+      "OK: Vic Chou, score: 559.319885, desc: Taiwanese actor, 8706 / 9131, 0.95\n",
+      "OK: Vic Reeves, score: 518.110168, desc: Comedian, 8707 / 9131, 0.95\n",
+      "OK: Vica Kerekes, score: 469.265961, desc: Actress, 8708 / 9131, 0.95\n",
+      "OK: Vicente Fernández, score: 711.946411, desc: Mexican singer, 8709 / 9131, 0.95\n",
+      "OK: Vicente Fox, score: 609.869995, desc: Former President of Mexico, 8710 / 9131, 0.95\n",
+      "OK: Vicente Matías Vuoso, score: 670.600403, desc: Argentine-Mexican soccer player, 8711 / 9131, 0.95\n",
+      "OK: Vickie Guerrero, score: 526.32428, desc: American professional wrestler, 8712 / 9131, 0.95\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Vicky Pryce, score: 378.624481, desc: Greek economist, 8713 / 9131, 0.95\n",
+      "OK: Victor Crivoi, score: 344.202942, desc: Romanian tennis player, 8714 / 9131, 0.95\n",
+      "OK: Victor Dubuisson, score: 416.654297, desc: French professional golfer, 8715 / 9131, 0.95\n",
+      "OK: Victor Garber, score: 575.156494, desc: Canadian actor, 8716 / 9131, 0.95\n",
+      "OK: Victor Moses, score: 610.84906, desc: Soccer player, 8717 / 9131, 0.95\n",
+      "OK: Victor Ortiz, score: 522.994019, desc: Professional boxer, 8718 / 9131, 0.95\n",
+      "OK: Victor Pițurcă, score: 547.767517, desc: Romanian football manager, 8719 / 9131, 0.95\n",
+      "OK: Victoria Abril, score: 554.829163, desc: Spanish film actress, 8720 / 9131, 0.95\n",
+      "OK: Victoria Gotti, score: 502.816711, desc: Writer, 8721 / 9131, 0.96\n",
+      "OK: Victoria Lopyreva, score: 491.844391, desc: Russian television presenter, 8722 / 9131, 0.96\n",
+      "OK: Victoria Pendleton, score: 538.754333, desc: Jockey, 8723 / 9131, 0.96\n",
+      "OK: Victoria Pratt, score: 447.128693, desc: Canadian actress, 8724 / 9131, 0.96\n",
+      "OK: Victoria Smurfit, score: 450.002502, desc: Irish actress, 8725 / 9131, 0.96\n",
+      "OK: Victoria Wood, score: 565.917297, desc: Comedian, 8726 / 9131, 0.96\n",
+      "OK: Vida Guerra, score: 515.331604, desc: American-Cuban glamour model, 8727 / 9131, 0.96\n",
+      "OK: Vida Samadzai, score: 372.366394, desc: Afghan-American actress, 8728 / 9131, 0.96\n",
+      "OK: Vidya Malvade, score: 439.67746, desc: Indian actress, 8729 / 9131, 0.96\n",
+      "OK: Vieirinha, score: 39.09586, desc: Portuguese soccer player, 8730 / 9131, 0.96\n",
+      "OK: Vijay Antony, score: 527.280212, desc: Indian musical composer, 8731 / 9131, 0.96\n",
+      "OK: Vijay Mallya, score: 602.732849, desc: Indian businessman, 8732 / 9131, 0.96\n",
+      "OK: Vijaya Nirmala, score: 448.105103, desc: Indian film actress, 8733 / 9131, 0.96\n",
+      "OK: Vijayakanth, score: 50.251854, desc: Former Leader of Opposition in the Tamil Nadu Legislative Assembly, 8734 / 9131, 0.96\n",
+      "OK: Vijender Singh, score: 551.652893, desc: Indian professional boxer, 8735 / 9131, 0.96\n",
+      "OK: Vikki Blows, score: 345.261017, desc: Model, 8736 / 9131, 0.96\n",
+      "OK: Vikram Pandit, score: 457.410278, desc: American banker, 8737 / 9131, 0.96\n",
+      "OK: Viktor Orbán, score: 676.962463, desc: Prime Minister of Hungary, 8738 / 9131, 0.96\n",
+      "OK: Viktor Troicki, score: 524.982971, desc: Serbian tennis player, 8739 / 9131, 0.96\n",
+      "OK: Viktor Yanukovych, score: 611.098022, desc: Former President of Ukraine, 8740 / 9131, 0.96\n",
+      "OK: Viktor Yushchenko, score: 552.624939, desc: Former President of Ukraine, 8741 / 9131, 0.96\n",
+      "OK: Viktoria Helgesson, score: 353.747498, desc: Swedish figure skater, 8742 / 9131, 0.96\n",
+      "OK: Viktoria Komova, score: 465.332092, desc: Russian gymnast, 8743 / 9131, 0.96\n",
+      "OK: Viktoria Rebensburg, score: 427.454987, desc: German alpine ski racer, 8744 / 9131, 0.96\n",
+      "OK: Viktoria Tolstoy, score: 423.475555, desc: Swedish singer, 8745 / 9131, 0.96\n",
+      "OK: Vildan Atasever, score: 461.809479, desc: Turkish film actress, 8746 / 9131, 0.96\n",
+      "OK: Ville Haapasalo, score: 424.633331, desc: Finnish film actor, 8747 / 9131, 0.96\n",
+      "OK: Vimala Raman, score: 441.737732, desc: Actress, 8748 / 9131, 0.96\n",
+      "OK: Vince Cable, score: 842.272644, desc: Party leader of the Liberal Democrats, 8749 / 9131, 0.96\n",
+      "OK: Vince Gill, score: 662.818787, desc: American singer-songwriter, 8750 / 9131, 0.96\n",
+      "OK: Vince Neil, score: 560.762146, desc: American musician, 8751 / 9131, 0.96\n",
+      "OK: Vince Vaughn, score: 645.544678, desc: American actor, 8752 / 9131, 0.96\n",
+      "OK: Vincent Aboubakar, score: 557.041809, desc: Cameroonian soccer player, 8753 / 9131, 0.96\n",
+      "OK: Vincent Bolloré, score: 463.923035, desc: CEO of Bolloré, 8754 / 9131, 0.96\n",
+      "OK: Vincent Elbaz, score: 452.675293, desc: French actor, 8755 / 9131, 0.96\n",
+      "OK: Vincent Enyeama, score: 523.403564, desc: Nigerian soccer player, 8756 / 9131, 0.96\n",
+      "OK: Vincent Kartheiser, score: 587.055481, desc: American actor, 8757 / 9131, 0.96\n",
+      "OK: Vincent Piazza, score: 474.092682, desc: American film actor, 8758 / 9131, 0.96\n",
+      "OK: Vincent Pérez, score: 528.943359, desc: Actor, 8759 / 9131, 0.96\n",
+      "OK: Vincent Regan, score: 456.288483, desc: Film actor, 8760 / 9131, 0.96\n",
+      "OK: Vincent van der Voort, score: 721.538696, desc: Dutch darts player, 8761 / 9131, 0.96\n",
+      "OK: Vincenzo Iaquinta, score: 484.582642, desc: Italian soccer player, 8762 / 9131, 0.96\n",
+      "OK: Vincenzo Montella, score: 540.753235, desc: Italian football coach, 8763 / 9131, 0.96\n",
+      "OK: Vinnie Paul, score: 658.380798, desc: American musician, 8764 / 9131, 0.96\n",
+      "OK: Viola Davis, score: 678.605591, desc: American actress, 8765 / 9131, 0.96\n",
+      "OK: Violeta Isfel, score: 450.107513, desc: Mexican actress, 8766 / 9131, 0.96\n",
+      "OK: Vir Das, score: 460.60611, desc: Indian actor, 8767 / 9131, 0.96\n",
+      "OK: Virender Sehwag, score: 609.107727, desc: Indian cricketer, 8768 / 9131, 0.96\n",
+      "OK: Virginia Maestro, score: 297.851593, desc: Spanish singer-songwriter, 8769 / 9131, 0.96\n",
+      "OK: Virginie Claes, score: 317.357574, desc: , 8770 / 9131, 0.96\n",
+      "OK: Virginie Efira, score: 548.624023, desc: Belgian-French actress, 8771 / 9131, 0.96\n",
+      "OK: Virna Lisi, score: 565.501648, desc: Italian actress, 8772 / 9131, 0.96\n",
+      "OK: Vishal Krishna, score: 539.649292, desc: Indian film actor, 8773 / 9131, 0.96\n",
+      "OK: Viswanathan Anand, score: 598.60376, desc: Indian chess Grandmaster, 8774 / 9131, 0.96\n",
+      "OK: Vitali Klitschko, score: 647.046631, desc: Mayor of Kiev, 8775 / 9131, 0.96\n",
+      "OK: Vitaly Churkin, score: 413.093628, desc: Former Ambassador of Russia to the United Nations, 8776 / 9131, 0.96\n",
+      "OK: Vitor Belfort, score: 554.513184, desc: Brazilian mixed martial artist, 8777 / 9131, 0.96\n",
+      "OK: Vittoria Puccini, score: 466.350403, desc: Italian film actress, 8778 / 9131, 0.96\n",
+      "OK: Vittorio Grigolo, score: 440.096954, desc: Italian operatic tenor, 8779 / 9131, 0.96\n",
+      "OK: Viveca Paulin, score: 458.321442, desc: Swedish actress, 8780 / 9131, 0.96\n",
+      "OK: Vivek Oberoi, score: 602.29718, desc: Indian film actor, 8781 / 9131, 0.96\n",
+      "HTTP Error 503: Service Unavailable Vivian Hsu\n",
+      "OK: Vivian Hsu, score: 567.376526, desc: Taiwanese singer, 8782 / 9131, 0.96\n",
+      "OK: Vivian Lai, score: 402.528473, desc: Actress, 8783 / 9131, 0.96\n",
+      "OK: Viviane Reding, score: 447.806458, desc: Politician, 8784 / 9131, 0.96\n",
+      "OK: Vivica A. Fox, score: 618.234497, desc: American actress, 8785 / 9131, 0.96\n",
+      "OK: Vlad Filat, score: 447.61792, desc: Former Prime Minister of Moldova, 8786 / 9131, 0.96\n",
+      "OK: Vlada Roslyakova, score: 420.231842, desc: Russian supermodel, 8787 / 9131, 0.96\n",
+      "OK: Vladimir Kramnik, score: 510.065674, desc: Russian chess Grandmaster, 8788 / 9131, 0.96\n",
+      "OK: Vladimir Luxuria, score: 462.929718, desc: Italian writer, 8789 / 9131, 0.96\n",
+      "OK: Vladimir Petković, score: 605.351685, desc: Football manager, 8790 / 9131, 0.96\n",
+      "OK: Vladimir Tarasenko, score: 448.574402, desc: Ice hockey winger, 8791 / 9131, 0.96\n",
+      "OK: Vladimir Voronin, score: 398.929688, desc: Former President of Moldova, 8792 / 9131, 0.96\n",
+      "OK: Vladimir Zhirinovsky, score: 579.246643, desc: Russian Politician, 8793 / 9131, 0.96\n",
+      "OK: Vladimír Vůjtek, score: 315.524567, desc: Ice hockey coach, 8794 / 9131, 0.96\n",
+      "OK: Vladimír Šmicer, score: 488.747375, desc: Soccer player, 8795 / 9131, 0.96\n",
+      "OK: Vlado Kalember, score: 404.439362, desc: Singer, 8796 / 9131, 0.96\n",
+      "OK: Vlatka Pokos, score: 396.762054, desc: Singer, 8797 / 9131, 0.96\n",
+      "OK: Vojislav Šešelj, score: 614.508667, desc: Former Deputy Prime Minister of Serbia, 8798 / 9131, 0.96\n",
+      "OK: Volkan Demirel, score: 563.512207, desc: Soccer goalkeeper, 8799 / 9131, 0.96\n",
+      "OK: Volkan Konak, score: 475.388641, desc: Turkish singer, 8800 / 9131, 0.96\n",
+      "OK: Volker Bouffier, score: 444.072418, desc: Member of the Bundesrat of Germany, 8801 / 9131, 0.96\n",
+      "OK: Volker Finke, score: 434.011658, desc: German football manager, 8802 / 9131, 0.96\n",
+      "OK: Volker Kauder, score: 438.666412, desc: Member of the German Bundestag, 8803 / 9131, 0.96\n",
+      "OK: Vuk Drašković, score: 471.644806, desc: Writer, 8804 / 9131, 0.96\n",
+      "OK: Václav Kadlec, score: 419.500061, desc: Czech soccer player, 8805 / 9131, 0.96\n",
+      "OK: Václav Klaus, score: 533.754333, desc: Former President of the Czech Republic, 8806 / 9131, 0.96\n",
+      "OK: Václav Neckář, score: 457.269135, desc: Singer, 8807 / 9131, 0.96\n",
+      "OK: Václav Pilař, score: 414.842987, desc: Czech soccer player, 8808 / 9131, 0.96\n",
+      "OK: Véronique Genest, score: 481.202118, desc: French actress, 8809 / 9131, 0.96\n",
+      "OK: Véronique Jannot, score: 499.118408, desc: French actress, 8810 / 9131, 0.96\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Víctor Estrella Burgos, score: 646.31958, desc: Dominican tennis player, 8811 / 9131, 0.96\n",
+      "OK: Víctor Webster, score: 499.968048, desc: Canadian actor, 8812 / 9131, 0.97\n",
+      "OK: Vít Bárta, score: 345.53241, desc: Czech Politician, 8813 / 9131, 0.97\n",
+      "OK: Vítor Baía, score: 603.777466, desc: Portuguese soccer player, 8814 / 9131, 0.97\n",
+      "OK: Vítor Pereira, score: 482.900055, desc: Portuguese soccer player, 8815 / 9131, 0.97\n",
+      "OK: W. Brett Wilson, score: 516.17041, desc: Canadian businessman, 8816 / 9131, 0.97\n",
+      "OK: Wael Kfoury, score: 520.938232, desc: Lebanese singer, 8817 / 9131, 0.97\n",
+      "OK: Waldemar Fornalik, score: 464.599182, desc: Polish soccer player, 8818 / 9131, 0.97\n",
+      "OK: Walid Jumblatt, score: 446.835907, desc: Lebanese Politician, 8819 / 9131, 0.97\n",
+      "OK: Wallace Huo, score: 557.564026, desc: Actor, 8820 / 9131, 0.97\n",
+      "OK: Walt Mossberg, score: 365.500458, desc: American journalist, 8821 / 9131, 0.97\n",
+      "OK: Walter Mazzarri, score: 519.551636, desc: Italian soccer player, 8822 / 9131, 0.97\n",
+      "OK: Walter Nudo, score: 354.549164, desc: Model, 8823 / 9131, 0.97\n",
+      "OK: Walter Sittler, score: 368.07663, desc: Actor, 8824 / 9131, 0.97\n",
+      "OK: Walter Veltroni, score: 491.145844, desc: Italian writer, 8825 / 9131, 0.97\n",
+      "OK: Wang Bit-na, score: 535.294861, desc: South Korean actress, 8826 / 9131, 0.97\n",
+      "OK: Wang Yihan, score: 529.803284, desc: Badminton player, 8827 / 9131, 0.97\n",
+      "OK: Waris Ahluwalia, score: 397.148376, desc: Designer, 8828 / 9131, 0.97\n",
+      "OK: Warren Haynes, score: 551.555664, desc: American musician, 8829 / 9131, 0.97\n",
+      "OK: Warren Sapp, score: 580.326904, desc: Football defensive tackle, 8830 / 9131, 0.97\n",
+      "OK: Warwick Davis, score: 602.968445, desc: Actor, 8831 / 9131, 0.97\n",
+      "OK: Wayne Boyd, score: 352.573181, desc: American singer-songwriter, 8832 / 9131, 0.97\n",
+      "OK: Wayne Simmonds, score: 449.627655, desc: Canadian ice hockey player, 8833 / 9131, 0.97\n",
+      "OK: Wayne Static, score: 489.939941, desc: American musician, 8834 / 9131, 0.97\n",
+      "OK: Wayne Swan, score: 466.223236, desc: Former Deputy Prime Minister of Australia, 8835 / 9131, 0.97\n",
+      "OK: Wei-Yin Chen, score: 725.012512, desc: Baseball pitcher, 8836 / 9131, 0.97\n",
+      "OK: Wendi Deng Murdoch, score: 641.542175, desc: American-Chinese businesswoman, 8837 / 9131, 0.97\n",
+      "OK: Wendi Peters, score: 378.140991, desc: Character actress, 8838 / 9131, 0.97\n",
+      "OK: Wendie Malick, score: 517.843384, desc: American actress, 8839 / 9131, 0.97\n",
+      "OK: Wendy Davis, score: 479.694824, desc: American lawyer, 8840 / 9131, 0.97\n",
+      "OK: Wendy Sherman, score: 415.857788, desc: Counselor, 8841 / 9131, 0.97\n",
+      "OK: Werner Schuster, score: 337.625275, desc: , 8842 / 9131, 0.97\n",
+      "OK: Werner Schünemann, score: 404.33606, desc: Brazilian actor, 8843 / 9131, 0.97\n",
+      "OK: Wes Hoolahan, score: 513.885681, desc: Irish soccer player, 8844 / 9131, 0.97\n",
+      "OK: Wes Newton, score: 411.65155, desc: , 8845 / 9131, 0.97\n",
+      "OK: Wesley Sneijder, score: 671.467773, desc: Dutch soccer player, 8846 / 9131, 0.97\n",
+      "OK: Whoopi Goldberg, score: 726.12616, desc: American actress, 8847 / 9131, 0.97\n",
+      "OK: Wil Myers, score: 497.298981, desc: Baseball outfielder, 8848 / 9131, 0.97\n",
+      "OK: Wilfried Bony, score: 577.342896, desc: Ivorian soccer player, 8849 / 9131, 0.97\n",
+      "OK: Wilfried Zaha, score: 607.441833, desc: Soccer player, 8850 / 9131, 0.97\n",
+      "OK: Will Chase, score: 436.089874, desc: American actor, 8851 / 9131, 0.97\n",
+      "OK: Will Graham, score: 407.869568, desc: Fictional character, 8852 / 9131, 0.97\n",
+      "OK: Will Muschamp, score: 457.816376, desc: Football coach, 8853 / 9131, 0.97\n",
+      "OK: Will Swenson, score: 415.881226, desc: American actor, 8854 / 9131, 0.97\n",
+      "OK: Will Tura, score: 455.125336, desc: Belgian artist, 8855 / 9131, 0.97\n",
+      "OK: Will Young, score: 533.111755, desc: Singer-songwriter, 8856 / 9131, 0.97\n",
+      "OK: Will i Am, score: 775.486877, desc: American rapper, 8857 / 9131, 0.97\n",
+      "OK: Willa Holland, score: 567.796753, desc: American actress, 8858 / 9131, 0.97\n",
+      "OK: Willeke Alberti, score: 497.234192, desc: Dutch singer, 8859 / 9131, 0.97\n",
+      "OK: Willemijn Verkaik, score: 412.796906, desc: Dutch singer, 8860 / 9131, 0.97\n",
+      "OK: William Buick, score: 425.290771, desc: Jockey, 8861 / 9131, 0.97\n",
+      "OK: William Porterfield, score: 437.978638, desc: Cricketer, 8862 / 9131, 0.97\n",
+      "OK: William Ruto, score: 553.923767, desc: Deputy President of Kenya, 8863 / 9131, 0.97\n",
+      "OK: William Scott, score: 515.769592, desc: American actor, 8864 / 9131, 0.97\n",
+      "OK: William deVry, score: 414.746735, desc: Canadian television actor, 8865 / 9131, 0.97\n",
+      "OK: Willie Nile, score: 426.526093, desc: American singer-songwriter, 8866 / 9131, 0.97\n",
+      "OK: Willy Caballero, score: 601.657043, desc: Soccer player, 8867 / 9131, 0.97\n",
+      "OK: Willy DeVille, score: 517.627747, desc: American singer, 8868 / 9131, 0.97\n",
+      "OK: Wilma Elles, score: 430.099396, desc: German actress, 8869 / 9131, 0.97\n",
+      "OK: Wilson Ramos, score: 495.694977, desc: Baseball catcher, 8870 / 9131, 0.97\n",
+      "OK: Winfried Schäfer, score: 606.211548, desc: Football manager, 8871 / 9131, 0.97\n",
+      "OK: Wisin, score: 49.397049, desc: Puerto Rican rapper, 8872 / 9131, 0.97\n",
+      "OK: Wojciech Cejrowski, score: 486.918182, desc: Polish traveler, 8873 / 9131, 0.97\n",
+      "OK: Wojciech Fibak, score: 489.337219, desc: Polish entrepreneur, 8874 / 9131, 0.97\n",
+      "OK: Wojciech Szczęsny, score: 643.693726, desc: Polish soccer player, 8875 / 9131, 0.97\n",
+      "OK: Wole Soyinka, score: 568.647278, desc: Nigerian playwright, 8876 / 9131, 0.97\n",
+      "OK: Wolfgang Bahro, score: 412.845734, desc: German actor, 8877 / 9131, 0.97\n",
+      "OK: Wolfgang Bosbach, score: 426.085846, desc: German Politician, 8878 / 9131, 0.97\n",
+      "OK: Wolfgang Kubicki, score: 422.377197, desc: President of the Bundestag, 8879 / 9131, 0.97\n",
+      "OK: Wolfgang Niedecken, score: 454.881805, desc: German singer, 8880 / 9131, 0.97\n",
+      "OK: Wolfgang Puck, score: 565.585144, desc: American-Austrian celebrity chef, 8881 / 9131, 0.97\n",
+      "OK: Wolfgang Schäuble, score: 594.661011, desc: President of the Bundestag, 8882 / 9131, 0.97\n",
+      "OK: Wolfgang Sobotka, score: 404.81134, desc: Austrian teacher, 8883 / 9131, 0.97\n",
+      "OK: Won Bin, score: 543.639221, desc: South Korean actor, 8884 / 9131, 0.97\n",
+      "OK: Woody Johnson, score: 479.423004, desc: United States Ambassador to the United Kingdom, 8885 / 9131, 0.97\n",
+      "OK: Wotan Wilke Möhring, score: 622.515381, desc: German actor, 8886 / 9131, 0.97\n",
+      "OK: Wu Chun, score: 491.970337, desc: Actor, 8887 / 9131, 0.97\n",
+      "OK: Wu Jiaduo, score: 315.318665, desc: Chinese-German player, 8888 / 9131, 0.97\n",
+      "OK: Wu Minxia, score: 416.798462, desc: Olympic athlete, 8889 / 9131, 0.97\n",
+      "OK: Wulan Guritno, score: 410.365234, desc: Actress, 8890 / 9131, 0.97\n",
+      "OK: Wynton Marsalis, score: 698.384521, desc: American trumpeter, 8891 / 9131, 0.97\n",
+      "OK: Włodzimierz Karpiński, score: 326.825623, desc: Polish Politician, 8892 / 9131, 0.97\n",
+      "OK: Xabi Alonso, score: 652.676086, desc: Spanish soccer player, 8893 / 9131, 0.97\n",
+      "OK: Xavi, score: 62.334839, desc: Spanish soccer player, 8894 / 9131, 0.97\n",
+      "OK: Xavier Bertrand, score: 469.184387, desc: President of the Regional Council of Hauts-de-France, 8895 / 9131, 0.97\n",
+      "OK: Xavier Bettel, score: 497.290833, desc: Prime Minister of Luxembourg, 8896 / 9131, 0.97\n",
+      "OK: Xavier Malisse, score: 481.239868, desc: Belgian tennis player, 8897 / 9131, 0.97\n",
+      "OK: Xavier Niel, score: 445.775146, desc: French businessman, 8898 / 9131, 0.97\n",
+      "OK: Xavier Trias, score: 389.923065, desc: Spanish Politician, 8899 / 9131, 0.97\n",
+      "OK: Xian Lim, score: 491.600067, desc: Actor, 8900 / 9131, 0.97\n",
+      "OK: Ximena Duque, score: 506.467194, desc: Colombian actress, 8901 / 9131, 0.97\n",
+      "OK: Ximena Navarrete, score: 585.702454, desc: Mexican actress, 8902 / 9131, 0.97\n",
+      "OK: YS Rajasekhara Reddy, score: 352.043854, desc: Former Chief Minister of Andhra Pradesh, 8903 / 9131, 0.98\n",
+      "OK: Yacine Brahimi, score: 587.164612, desc: Algerian-French soccer player, 8904 / 9131, 0.98\n",
+      "HTTP Error 503: Service Unavailable Yael Bar Zohar\n",
+      "OK: Yael Bar Zohar, score: 557.041138, desc: Israeli actress, 8905 / 9131, 0.98\n",
+      "OK: Yair Lapid, score: 479.125916, desc: Former Finance Minister of Israel, 8906 / 9131, 0.98\n",
+      "OK: Yamila Diaz-Rahi, score: 711.775635, desc: Argentine model, 8907 / 9131, 0.98\n",
+      "OK: Yana Gupta, score: 436.205994, desc: Czech model, 8908 / 9131, 0.98\n",
+      "OK: Yandel, score: 48.358292, desc: Puerto Rican singer, 8909 / 9131, 0.98\n",
+      "OK: Yang Jiechi, score: 478.705414, desc: Chinese Politician, 8910 / 9131, 0.98\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Yang Yuanqing, score: 379.713867, desc: Chairman of Lenovo Group, 8911 / 9131, 0.98\n",
+      "OK: Yani Tseng, score: 477.128479, desc: Taiwanese professional golfer, 8912 / 9131, 0.98\n",
+      "OK: Yanina Wickmayer, score: 538.386353, desc: Belgian tennis player, 8913 / 9131, 0.98\n",
+      "OK: Yann Moix, score: 507.245575, desc: French author, 8914 / 9131, 0.98\n",
+      "OK: Yann Sommer, score: 593.007751, desc: Soccer player, 8915 / 9131, 0.98\n",
+      "OK: Yannick Agnel, score: 482.159576, desc: French swimmer, 8916 / 9131, 0.98\n",
+      "OK: Yannick Bisson, score: 484.713715, desc: Canadian film actor, 8917 / 9131, 0.98\n",
+      "OK: Yannick Noah, score: 642.409485, desc: Tennis player, 8918 / 9131, 0.98\n",
+      "OK: Yarisley Silva, score: 399.162109, desc: Cuban olympic athlete, 8919 / 9131, 0.98\n",
+      "OK: Yaroslava Shvedova, score: 478.185028, desc: Kazakhstani-Russian tennis player, 8920 / 9131, 0.98\n",
+      "OK: Yasmin Brunet, score: 474.12262, desc: Brazilian model, 8921 / 9131, 0.98\n",
+      "OK: Yasmin Le Bon, score: 647.195557, desc: Model, 8922 / 9131, 0.98\n",
+      "OK: Yasmin Warsame, score: 356.898315, desc: Model, 8923 / 9131, 0.98\n",
+      "OK: Yavuz Bingöl, score: 493.019745, desc: Turkish singer, 8924 / 9131, 0.98\n",
+      "OK: Yaya DaCosta, score: 511.23642, desc: American actress, 8925 / 9131, 0.98\n",
+      "OK: Yayi Boni, score: 393.823761, desc: Former President of Benin, 8926 / 9131, 0.98\n",
+      "OK: Yekaterina Gamova, score: 479.757935, desc: Russian volleyball player, 8927 / 9131, 0.98\n",
+      "OK: Yelawolf, score: 49.68512, desc: American rapper, 8928 / 9131, 0.98\n",
+      "OK: Yelena Isinbayeva, score: 298.661346, desc: Russian olympic athlete, 8929 / 9131, 0.98\n",
+      "OK: Yendi Phillips, score: 425.576233, desc: Jamaican model, 8930 / 9131, 0.98\n",
+      "OK: Yesung, score: 45.995251, desc: South Korean singer, 8931 / 9131, 0.98\n",
+      "OK: Yevgeniya Kanayeva, score: 469.37558, desc: Russian gymnast, 8932 / 9131, 0.98\n",
+      "OK: Yevhen Konoplyanka, score: 575.269958, desc: Ukrainian soccer player, 8933 / 9131, 0.98\n",
+      "OK: Ylva Johansson, score: 401.65506, desc: Swedish Politician, 8934 / 9131, 0.98\n",
+      "OK: Yngwie Malmsteen, score: 641.295105, desc: Swedish guitarist, 8935 / 9131, 0.98\n",
+      "OK: Yoan Pablo Hernández, score: 493.961212, desc: Cuban-German professional boxer, 8936 / 9131, 0.98\n",
+      "OK: Yoani Sánchez, score: 429.051971, desc: Cuban blogger, 8937 / 9131, 0.98\n",
+      "OK: Yoanna House, score: 439.531708, desc: American fashion model, 8938 / 9131, 0.98\n",
+      "OK: Yoenis Céspedes, score: 607.102722, desc: Baseball outfielder, 8939 / 9131, 0.98\n",
+      "OK: Yohan Blake, score: 529.133606, desc: Olympic athlete, 8940 / 9131, 0.98\n",
+      "OK: Yohann Diniz, score: 480.358246, desc: , 8941 / 9131, 0.98\n",
+      "OK: Yolanda Andrade, score: 422.219849, desc: Mexican actress, 8942 / 9131, 0.98\n",
+      "OK: Yolanda Barcina, score: 365.079559, desc: Spanish Politician, 8943 / 9131, 0.98\n",
+      "OK: Yolanthe Sneijder-Cabau, score: 704.291626, desc: Dutch-Spanish actress, 8944 / 9131, 0.98\n",
+      "OK: Yon González, score: 540.480042, desc: Spanish actor, 8945 / 9131, 0.98\n",
+      "OK: Yona Metzger, score: 352.217529, desc: Israeli rabbi, 8946 / 9131, 0.98\n",
+      "OK: Yoná Magalhães, score: 404.759735, desc: Brazilian actress, 8947 / 9131, 0.98\n",
+      "OK: Yoo Chang-hyun, score: 434.477722, desc: Soccer player, 8948 / 9131, 0.98\n",
+      "OK: Yoo In-na, score: 543.787231, desc: South Korean actress, 8949 / 9131, 0.98\n",
+      "OK: Yoochun, score: 35.078262, desc: South Korean singer-songwriter, 8950 / 9131, 0.98\n",
+      "OK: Yoon Sang-hyun, score: 638.256531, desc: South Korean actor, 8951 / 9131, 0.98\n",
+      "OK: Yoshihiko Noda, score: 473.934204, desc: Former Prime Minister of Japan, 8952 / 9131, 0.98\n",
+      "OK: Yoshikatsu Kawaguchi, score: 550.395752, desc: Japanese soccer player, 8953 / 9131, 0.98\n",
+      "OK: Young Buck, score: 424.531464, desc: American rapper, 8954 / 9131, 0.98\n",
+      "OK: Younès Belhanda, score: 587.056335, desc: French-Moroccan soccer player, 8955 / 9131, 0.98\n",
+      "OK: Youssef El-Arabi, score: 635.00531, desc: Soccer player, 8956 / 9131, 0.98\n",
+      "HTTP Error 503: Service Unavailable Youssouf Bakayoko\n",
+      "OK: Youssouf Bakayoko, score: 289.777924, desc: Politician, 8957 / 9131, 0.98\n",
+      "OK: Youssouf Mulumbu, score: 498.331909, desc: Soccer player, 8958 / 9131, 0.98\n",
+      "OK: Yovani Gallardo, score: 479.898804, desc: Baseball pitcher, 8959 / 9131, 0.98\n",
+      "OK: Yoyo Chen, score: 426.543091, desc: Actress, 8960 / 9131, 0.98\n",
+      "OK: Yu Darvish, score: 663.260559, desc: Professional baseball pitcher, 8961 / 9131, 0.98\n",
+      "OK: Yue-Sai Kan, score: 465.718475, desc: Television host, 8962 / 9131, 0.98\n",
+      "OK: Yui Aragaki, score: 642.438171, desc: Japanese actress, 8963 / 9131, 0.98\n",
+      "OK: Yuika Motokariya, score: 466.446411, desc: Japanese actress, 8964 / 9131, 0.98\n",
+      "OK: Yuki Bhambri, score: 528.75177, desc: Tennis player, 8965 / 9131, 0.98\n",
+      "OK: Yuki Kashiwagi, score: 599.032104, desc: Japanese idol, 8966 / 9131, 0.98\n",
+      "OK: Yukiya Amano, score: 382.092773, desc: Director general of the International Atomic Energy Agency, 8967 / 9131, 0.98\n",
+      "OK: Yukta Mookhey, score: 467.951416, desc: Indian actress, 8968 / 9131, 0.98\n",
+      "OK: Yulia Volkova, score: 253.954803, desc: Russian singer, 8969 / 9131, 0.98\n",
+      "OK: Yunho, score: 45.055222, desc: South Korean singer, 8970 / 9131, 0.98\n",
+      "OK: Yunjin Kim, score: 514.53717, desc: American-South Korean film actress, 8971 / 9131, 0.98\n",
+      "OK: Yura Movsisyan, score: 460.462158, desc: Soccer player, 8972 / 9131, 0.98\n",
+      "OK: Yuri Ebihara, score: 476.949158, desc: Japanese model, 8973 / 9131, 0.98\n",
+      "OK: Yuriko Shiratori, score: 401.149048, desc: Japanese gravure idol, 8974 / 9131, 0.98\n",
+      "OK: Yurina Kumai, score: 466.769135, desc: Japanese singer, 8975 / 9131, 0.98\n",
+      "OK: Yusuf Güney, score: 443.138947, desc: Turkish singer, 8976 / 9131, 0.98\n",
+      "OK: Yusuf Pathan, score: 474.442383, desc: Indian cricketer, 8977 / 9131, 0.98\n",
+      "OK: Yutaka Takenouchi, score: 596.160645, desc: Japanese actor, 8978 / 9131, 0.98\n",
+      "OK: Yutakayama Hiromitsu, score: 305.475403, desc: Sumo wrestler, 8979 / 9131, 0.98\n",
+      "OK: Yuto Nagatomo, score: 658.530212, desc: Japanese soccer player, 8980 / 9131, 0.98\n",
+      "OK: Yuto Nakajima, score: 539.747803, desc: Japanese idol, 8981 / 9131, 0.98\n",
+      "OK: Yuuka Maeda, score: 425.498962, desc: Japanese idol, 8982 / 9131, 0.98\n",
+      "OK: Yuvan Shankar Raja, score: 836.833862, desc: Indian film composer, 8983 / 9131, 0.98\n",
+      "OK: Yuvraj Singh, score: 642.776855, desc: Indian cricketer, 8984 / 9131, 0.98\n",
+      "OK: Yuya Osako, score: 636.924438, desc: Japanese soccer player, 8985 / 9131, 0.98\n",
+      "OK: Yuya Takaki, score: 473.296875, desc: Japanese idol, 8986 / 9131, 0.98\n",
+      "OK: Yuya Tegoshi, score: 567.60144, desc: Japanese idol, 8987 / 9131, 0.98\n",
+      "OK: Yuzuru Hanyu, score: 754.765076, desc: Japanese figure skater, 8988 / 9131, 0.98\n",
+      "OK: Yves Leterme, score: 441.283875, desc: Former Prime Minister of Belgium, 8989 / 9131, 0.98\n",
+      "OK: Yvonne Catterfeld, score: 565.167419, desc: German singer, 8990 / 9131, 0.98\n",
+      "OK: Yvonne Ransbach, score: 300.066132, desc: German presenter, 8991 / 9131, 0.98\n",
+      "OK: Yvonne Strahovski, score: 624.08136, desc: Australian actress, 8992 / 9131, 0.98\n",
+      "OK: Yvonne Yung, score: 461.639587, desc: Actress, 8993 / 9131, 0.98\n",
+      "OK: Yvonne Zima, score: 440.750732, desc: American actress, 8994 / 9131, 0.98\n",
+      "OK: Yılmaz Erdoğan, score: 505.151855, desc: Turkish filmmaker, 8995 / 9131, 0.99\n",
+      "OK: Yılmaz Vural, score: 520.61792, desc: Turkish football coach, 8996 / 9131, 0.99\n",
+      "OK: Zab Judah, score: 465.408234, desc: American professional boxer, 8997 / 9131, 0.99\n",
+      "OK: Zabit Samedov, score: 444.226685, desc: , 8998 / 9131, 0.99\n",
+      "OK: Zabou Breitman, score: 456.145416, desc: French actress, 8999 / 9131, 0.99\n",
+      "OK: Zach Galligan, score: 455.280975, desc: American actor, 9000 / 9131, 0.99\n",
+      "OK: Zach Gilford, score: 483.64563, desc: American actor, 9001 / 9131, 0.99\n",
+      "OK: Zack Greinke, score: 603.369202, desc: Professional baseball pitcher, 9002 / 9131, 0.99\n",
+      "OK: Zafer Çağlayan, score: 403.660156, desc: Turkish Politician, 9003 / 9131, 0.99\n",
+      "OK: Zara Phillips, score: 623.784912, desc: British equestrian, 9004 / 9131, 0.99\n",
+      "OK: Zarina Wahab, score: 474.523254, desc: Indian actress, 9005 / 9131, 0.99\n",
+      "OK: Zaskia Adya Mecca, score: 538.988037, desc: Indonesian actress, 9006 / 9131, 0.99\n",
+      "OK: Zawe Ashton, score: 453.817139, desc: Actress, 9007 / 9131, 0.99\n",
+      "OK: Zaza Pachulia, score: 623.802734, desc: Basketball player, 9008 / 9131, 0.99\n",
+      "OK: Zbigniew Boniek, score: 575.701538, desc: Polish soccer player, 9009 / 9131, 0.99\n",
+      "OK: Zbigniew Zamachowski, score: 450.029846, desc: Polish actor, 9010 / 9131, 0.99\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Zbigniew Ziobro, score: 462.645142, desc: Polish Politician, 9011 / 9131, 0.99\n",
+      "OK: Zdena Studenkova, score: 430.441101, desc: Film actress, 9012 / 9131, 0.99\n",
+      "OK: Zdenka Predná, score: 374.726105, desc: Slovak singer, 9013 / 9131, 0.99\n",
+      "OK: Zdeněk Troška, score: 394.861603, desc: Film director, 9014 / 9131, 0.99\n",
+      "OK: Zdeněk Zeman, score: 623.512634, desc: Football coach, 9015 / 9131, 0.99\n",
+      "OK: Zendaya, score: 60.110863, desc: American actress, 9016 / 9131, 0.99\n",
+      "OK: Zeynep Sever, score: 472.091858, desc: Belgian-Turkish volleyball player, 9017 / 9131, 0.99\n",
+      "OK: Zhang Dejiang, score: 490.977905, desc: Chinese Politician, 9018 / 9131, 0.99\n",
+      "OK: Zhang Jingchu, score: 487.140686, desc: Chinese film actress, 9019 / 9131, 0.99\n",
+      "OK: Zhang Xin, score: 409.479065, desc: CEO of SOHO China, 9020 / 9131, 0.99\n",
+      "OK: Zheng Saisai, score: 530.717102, desc: Chinese tennis player, 9021 / 9131, 0.99\n",
+      "OK: Zhou Dongyu, score: 513.390015, desc: Chinese actress, 9022 / 9131, 0.99\n",
+      "OK: Zinedine Zidane, score: 1087.874634, desc: Football coach, 9023 / 9131, 0.99\n",
+      "OK: Zita Görög, score: 432.743652, desc: Hungarian actress, 9024 / 9131, 0.99\n",
+      "OK: Zivanna Letisha Siregar, score: 542.128296, desc: Indonesian model, 9025 / 9131, 0.99\n",
+      "OK: Ziya Doğan, score: 414.797455, desc: Turkish football manager, 9026 / 9131, 0.99\n",
+      "OK: Ziynet Sali, score: 536.937561, desc: Singer, 9027 / 9131, 0.99\n",
+      "OK: Zlata Adamovská, score: 391.927032, desc: Czech actress, 9028 / 9131, 0.99\n",
+      "OK: Zlatan Ibrahimović, score: 837.239197, desc: Soccer player, 9029 / 9131, 0.99\n",
+      "OK: Zlatko Lagumdžija, score: 371.063049, desc: Bosnian Politician, 9030 / 9131, 0.99\n",
+      "OK: Zlatko Zahovič, score: 488.231079, desc: Slovenian soccer player, 9031 / 9131, 0.99\n",
+      "OK: Zoe Hardman, score: 366.602478, desc: British television presenter, 9032 / 9131, 0.99\n",
+      "OK: Zoe Tapper, score: 420.787811, desc: Actress, 9033 / 9131, 0.99\n",
+      "OK: Zola Jesus, score: 472.378387, desc: American singer-songwriter, 9034 / 9131, 0.99\n",
+      "OK: Zoltán Erika, score: 254.763275, desc: Hungarian singer, 9035 / 9131, 0.99\n",
+      "OK: Zoran Kesić, score: 368.322144, desc: Serbian tv talk show host, 9036 / 9131, 0.99\n",
+      "OK: Zoran Mamić, score: 478.645233, desc: Croatian soccer player, 9037 / 9131, 0.99\n",
+      "OK: Zoran Milanović, score: 463.523224, desc: Former Prime Minister of Croatia, 9038 / 9131, 0.99\n",
+      "OK: Zoran Milinković, score: 393.0336, desc: Serbian football manager, 9039 / 9131, 0.99\n",
+      "OK: Zoran Tošić, score: 497.355682, desc: Serbian soccer player, 9040 / 9131, 0.99\n",
+      "OK: Zoé Félix, score: 434.474792, desc: French actress, 9041 / 9131, 0.99\n",
+      "OK: Zoë Ball, score: 539.201538, desc: Television personality, 9042 / 9131, 0.99\n",
+      "OK: Zoë Lister, score: 433.217621, desc: American actress, 9043 / 9131, 0.99\n",
+      "OK: Zoë Wanamaker, score: 556.012939, desc: Actress, 9044 / 9131, 0.99\n",
+      "OK: Zrinka Cvitešić, score: 436.000977, desc: Croatian film actress, 9045 / 9131, 0.99\n",
+      "OK: Zsuzsanna Jakabos, score: 460.469299, desc: Hungarian swimmer, 9046 / 9131, 0.99\n",
+      "OK: Zuleikha Robinson, score: 472.339386, desc: Actress, 9047 / 9131, 0.99\n",
+      "OK: Zuria Vega, score: 501.298645, desc: Mexican actress, 9048 / 9131, 0.99\n",
+      "OK: Zuzana Hejnová, score: 426.044769, desc: Czech athlete, 9049 / 9131, 0.99\n",
+      "OK: Zvezdan Terzić, score: 397.528992, desc: Serbian soccer player, 9050 / 9131, 0.99\n",
+      "OK: Zvjezdan Misimović, score: 477.511627, desc: Soccer player, 9051 / 9131, 0.99\n",
+      "OK: Zvonimir Boban, score: 537.027832, desc: Croatian soccer player, 9052 / 9131, 0.99\n",
+      "OK: Zwelinzima Vavi, score: 349.234863, desc: , 9053 / 9131, 0.99\n",
+      "OK: Zé Castro, score: 380.219788, desc: Portuguese soccer player, 9054 / 9131, 0.99\n",
+      "OK: Zé Roberto, score: 571.474792, desc: Soccer player, 9055 / 9131, 0.99\n",
+      "OK: Zélia Duncan, score: 469.141327, desc: Brazilian singer, 9056 / 9131, 0.99\n",
+      "OK: apl.de.ap, score: 43.85268, desc: American-Filipino rapper, 9057 / 9131, 0.99\n",
+      "OK: Àlex Corretja, score: 534.053833, desc: Tennis player, 9058 / 9131, 0.99\n",
+      "OK: Àstrid Bergès-Frisbey, score: 760.500244, desc: French-Spanish actress, 9059 / 9131, 0.99\n",
+      "OK: Álex Lora, score: 468.557281, desc: Mexican musician, 9060 / 9131, 0.99\n",
+      "OK: Álex Rodríguez, score: 786.351868, desc: Baseball shortstop, 9061 / 9131, 0.99\n",
+      "OK: Álex Ubago, score: 532.134155, desc: Spanish singer, 9062 / 9131, 0.99\n",
+      "OK: Álvaro Arbeloa, score: 545.716858, desc: Spanish soccer player, 9063 / 9131, 0.99\n",
+      "OK: Álvaro Cervantes, score: 417.109497, desc: Actor, 9064 / 9131, 0.99\n",
+      "OK: Álvaro García Linera, score: 590.146362, desc: Vice President of Bolivia, 9065 / 9131, 0.99\n",
+      "OK: Álvaro Negredo, score: 579.108582, desc: Spanish soccer player, 9066 / 9131, 0.99\n",
+      "OK: Álvaro Quirós, score: 380.259766, desc: Spanish professional golfer, 9067 / 9131, 0.99\n",
+      "OK: Álvaro Uribe, score: 913.7724, desc: Former President of Colombia, 9068 / 9131, 0.99\n",
+      "OK: Ángel Acebes, score: 393.338135, desc: Spanish Politician, 9069 / 9131, 0.99\n",
+      "OK: Ángel Di María, score: 974.206421, desc: Soccer player, 9070 / 9131, 0.99\n",
+      "OK: Ángel Reyna, score: 465.353546, desc: Mexican soccer player, 9071 / 9131, 0.99\n",
+      "OK: Çağla Büyükakçay, score: 486.610535, desc: Turkish tennis player, 9072 / 9131, 0.99\n",
+      "OK: Édgar Ramírez, score: 568.544739, desc: Venezuelan actor, 9073 / 9131, 0.99\n",
+      "OK: Édouard Baer, score: 520.154175, desc: French actor, 9074 / 9131, 0.99\n",
+      "OK: Élisabeth Guigou, score: 418.209534, desc: French Politician, 9075 / 9131, 0.99\n",
+      "OK: Élodie Bouchez, score: 508.784943, desc: French actress, 9076 / 9131, 0.99\n",
+      "OK: Élodie Gossuin, score: 517.752075, desc: French model, 9077 / 9131, 0.99\n",
+      "OK: Éric Boullier, score: 487.801117, desc: French engineer, 9078 / 9131, 0.99\n",
+      "OK: Éric Elmosnino, score: 443.673431, desc: French actor, 9079 / 9131, 0.99\n",
+      "OK: Éric Ripert, score: 489.184021, desc: French chef, 9080 / 9131, 0.99\n",
+      "OK: Éric Zemmour, score: 548.987061, desc: French writer, 9081 / 9131, 0.99\n",
+      "OK: Érik Lamela, score: 564.784302, desc: Soccer player, 9082 / 9131, 0.99\n",
+      "OK: Évelyne Thomas, score: 480.02533, desc: Hostess, 9083 / 9131, 0.99\n",
+      "OK: Íngrid Martz, score: 444.038239, desc: Mexican actress, 9084 / 9131, 0.99\n",
+      "OK: Íñigo Méndez de Vigo, score: 770.501282, desc: Spanish Politician, 9085 / 9131, 0.99\n",
+      "OK: Óscar Jaenada, score: 518.888855, desc: Spanish actor, 9086 / 9131, 1.00\n",
+      "OK: Óscar Sevilla, score: 430.927979, desc: Bicycler, 9087 / 9131, 1.00\n",
+      "OK: Óscar Tabárez, score: 772.193726, desc: Uruguayan football manager, 9088 / 9131, 1.00\n",
+      "OK: Ömer Aşık, score: 511.331879, desc: Turkish basketball player, 9089 / 9131, 1.00\n",
+      "OK: Özgü Namal, score: 520.575195, desc: Turkish actress, 9090 / 9131, 1.00\n",
+      "OK: Özgür Çevik, score: 441.501343, desc: Turkish singer, 9091 / 9131, 1.00\n",
+      "OK: Özlem Tekin, score: 480.438324, desc: Singer, 9092 / 9131, 1.00\n",
+      "OK: Ümit Karan, score: 488.58252, desc: Soccer player, 9093 / 9131, 1.00\n",
+      "OK: Ümit Özat, score: 468.883453, desc: Turkish soccer player, 9094 / 9131, 1.00\n",
+      "OK: Čedomir Jovanović, score: 454.595398, desc: Serbian Politician, 9095 / 9131, 1.00\n",
+      "OK: Đặng Minh Thu, score: 244.586929, desc: , 9096 / 9131, 1.00\n",
+      "OK: İbrahim Toraman, score: 436.123871, desc: Turkish soccer player, 9097 / 9131, 1.00\n",
+      "OK: İlber Ortaylı, score: 512.383606, desc: Turkish historian, 9098 / 9131, 1.00\n",
+      "OK: İlhan Cavcav, score: 340.59314, desc: , 9099 / 9131, 1.00\n",
+      "OK: İlhan Mansız, score: 541.177673, desc: Former soccer player, 9100 / 9131, 1.00\n",
+      "OK: İlkay Gündoğan, score: 625.74292, desc: Soccer player, 9101 / 9131, 1.00\n",
+      "OK: İlker Başbuğ, score: 444.256378, desc: General, 9102 / 9131, 1.00\n",
+      "OK: İsmail Kartal, score: 482.374054, desc: Turkish soccer player, 9103 / 9131, 1.00\n",
+      "OK: İsmail YK, score: 549.565674, desc: Singer, 9104 / 9131, 1.00\n",
+      "OK: Ľubomír Višňovský, score: 399.741913, desc: Ice hockey defenceman, 9105 / 9131, 1.00\n",
+      "OK: Łukasz Fabiański, score: 590.557983, desc: Polish soccer player, 9106 / 9131, 1.00\n",
+      "OK: Łukasz Piszczek, score: 576.478333, desc: Polish soccer player, 9107 / 9131, 1.00\n",
+      "OK: Şebnem Ferah, score: 505.432892, desc: Turkish singer, 9108 / 9131, 1.00\n",
+      "OK: Şenay Gürler, score: 417.308777, desc: Turkish actress, 9109 / 9131, 1.00\n",
+      "OK: Şevval Sam, score: 518.860229, desc: Turkish singer, 9110 / 9131, 1.00\n",
+      "OK: Šarūnas Jasikevičius, score: 535.440247, desc: Lithuanian basketball coach, 9111 / 9131, 1.00\n",
+      "OK: Štefan Füle, score: 356.922729, desc: Czech diplomat, 9112 / 9131, 1.00\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OK: Šárka Vaňková, score: 361.424988, desc: Czech singer, 9113 / 9131, 1.00\n",
+      "OK: Željko Obradović, score: 521.944092, desc: Basketball coach, 9114 / 9131, 1.00\n",
+      "OK: Žydrūnas Savickas, score: 526.85675, desc: Lithuanian strongman, 9115 / 9131, 1.00\n",
+      "OK: Наталья Могилевская, score: 10.55209, desc: TV show, 9116 / 9131, 1.00\n",
+      "HTTP Error 503: Service Unavailable 孫耀威\n",
+      "HTTP Error 503: Service Unavailable 孫耀威\n",
+      "HTTP Error 503: Service Unavailable 孫耀威\n",
+      "HTTP Error 503: Service Unavailable 孫耀威\n",
+      "OK: 孫耀威, score: 5.982057, desc: Actor, 9117 / 9131, 1.00\n",
+      "OK: 宮本佳林, score: 103.06398, desc: Japanese idol, 9118 / 9131, 1.00\n",
+      "OK: 松井友里絵, score: , desc: , 9119 / 9131, 1.00\n",
+      "OK: 神戸蘭子, score: , desc: , 9120 / 9131, 1.00\n",
+      "OK: 裕美, score: 11.073155, desc: Japanese singer-songwriter, 9121 / 9131, 1.00\n",
+      "OK: 馬場典子, score: 39.904381, desc: Former soccer player, 9122 / 9131, 1.00\n",
+      "OK: Jackie Chan, score: 871.680237, desc: Martial artist, 9123 / 9131, 1.00\n",
+      "OK: Pei-pei Cheng, score: 525.495056, desc: Actress, 9124 / 9131, 1.00\n",
+      "OK: Rosamund Kwan, score: 525.672302, desc: Actress, 9125 / 9131, 1.00\n",
+      "OK: Ni Ping, score: 399.916656, desc: Chinese film actress, 9126 / 9131, 1.00\n",
+      "OK: Song Dandan, score: 416.446198, desc: Chinese actress, 9127 / 9131, 1.00\n",
+      "OK: Pan Hong, score: 395.595398, desc: Chinese film actress, 9128 / 9131, 1.00\n",
+      "OK: Stephen Chow, score: 671.60498, desc: Film director, 9129 / 9131, 1.00\n",
+      "OK: Lang Ping, score: 468.430817, desc: Chinese volleyball player, 9130 / 9131, 1.00\n"
+     ]
+    }
+   ],
+   "source": [
+    "# augment LFW CSV\n",
+    "for i in range(60):\n",
+    "  try:\n",
+    "    delay = 15\n",
+    "    keys = [('description','description'), ('name', 'name_kg'), ('url', 'url'), ('score', 'score')]\n",
+    "    for idx, item in meta.items():\n",
+    "      # check for empties unset\n",
+    "      try:\n",
+    "        _ = item['name_kg']\n",
+    "        continue\n",
+    "      except:\n",
+    "        pass\n",
+    "      \n",
+    "      kgr = get_knowledge(item['name'], api_key)\n",
+    "      for k1, k2 in keys:\n",
+    "        try:\n",
+    "          meta[idx][k2] = kgr[k1]\n",
+    "        except:\n",
+    "          meta[idx][k2] = ''\n",
+    "          #print('no {} data for {}'.format(k1, item['name']))\n",
+    "          pass\n",
+    "      #if idx % 10 == 0:\n",
+    "      txt = 'OK: {}, score: {}, desc: {}'.format(item['name'], meta[idx]['score'], meta[idx]['description'])\n",
+    "      time.sleep(1)\n",
+    "      txt += ', {} / {}, {:.2f}'.format(idx, len(meta), idx / len(meta))\n",
+    "      print(txt)\n",
+    "  except Exception as e:\n",
+    "    print(e, item['name'])\n",
+    "    time.sleep(60)\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_meta_desc = pd.DataFrame.from_dict(list(meta.values()))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_out = '/data_store/datasets/people/vgg_face2/identity_meta_kg.csv'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_meta_desc.to_csv(fp_out)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:megapixels]",
+   "language": "python",
+   "name": "conda-env-megapixels-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/face_analysis/05b_detect_face_dlib_pose.ipynb b/megapixels/notebooks/face_analysis/05b_detect_face_dlib_pose.ipynb
index 809fd4a0..7ecc660a 100644
--- a/megapixels/notebooks/face_analysis/05b_detect_face_dlib_pose.ipynb
+++ b/megapixels/notebooks/face_analysis/05b_detect_face_dlib_pose.ipynb
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -29,8 +29,8 @@
     "import dlib\n",
     "%reload_ext autoreload\n",
     "%autoreload 2\n",
-    "from utils import imx # Image function extensions\n",
-    "from config import config as cfg\n",
+    "#from utils import imx # Image function extensions\n",
+    "#from config import config as cfg\n",
     "\n",
     "import sys\n",
     "sys.path.append('/work/megapixels_dev/megapixels/')\n",
@@ -40,7 +40,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -64,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -89,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -108,26 +108,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 576x864 with 1 Axes>"
+       "<matplotlib.image.AxesImage at 0x7f92692bd780>"
       ]
      },
+     "execution_count": 10,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     },
     {
      "data": {
+      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 432x288 with 0 Axes>"
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -139,12 +142,12 @@
     "    cv2.rectangle(dst,(x1,y1),(x2,y2),(0,255,0),6)\n",
     "\n",
     "title='dlib detect: {} detections'.format(len(faces))\n",
-    "imx.pltimg(dst,mode='bgr',title=title)"
+    "plt.imshow(dst)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -176,7 +179,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -222,7 +225,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -234,26 +237,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 576x864 with 1 Axes>"
+       "<matplotlib.image.AxesImage at 0x7f92692b1208>"
       ]
      },
+     "execution_count": 14,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     },
     {
      "data": {
+      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 432x288 with 0 Axes>"
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -263,31 +269,35 @@
     "for lm in landmarks:\n",
     "    cv2.circle(dst,(lm[0],lm[1]), 2, (0,255,0), -1)\n",
     "\n",
-    "imx.pltimg(dst,mode='bgr',title='Facial Landmarks (dots)')"
+    "#imx.pltimg(dst,mode='bgr',title='Facial Landmarks (dots)')\n",
+    "plt.imshow(dst)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 576x864 with 1 Axes>"
+       "<matplotlib.image.AxesImage at 0x7f9264be8ac8>"
       ]
      },
+     "execution_count": 16,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     },
     {
      "data": {
+      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 432x288 with 0 Axes>"
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -312,12 +322,13 @@
     "        x2,y2 = (landmarks[pt-1][0],landmarks[pt-1][1])\n",
     "        cv2.line(dst,(x1,y1),(x2,y2),(0,255,0), 4)\n",
     "        \n",
-    "imx.pltimg(dst,mode='bgr',title='Facial Landmarks (lines)')"
+    "#imx.pltimg(dst,mode='bgr',title='Facial Landmarks (lines)')\n",
+    "plt.imshow(dst)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -325,33 +336,36 @@
      "output_type": "stream",
      "text": [
       "Rotation Vector:\n",
-      " [[-2.87411153]\n",
-      " [ 0.2774091 ]\n",
-      " [ 0.54813042]]\n",
+      " [[ 3.09740218]\n",
+      " [ 0.15031811]\n",
+      " [-0.17930783]]\n",
       "Translation Vector:\n",
-      " [[ -74.49541612]\n",
-      " [-112.60453603]\n",
-      " [1607.96905112]]\n",
-      "[[[1975.52368632 1413.71594802]]]\n"
+      " [[-107.07418242]\n",
+      " [  96.88895082]\n",
+      " [ 650.59277592]]\n",
+      "[[[213.477098   173.01911111]]]\n"
      ]
     },
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 576x864 with 1 Axes>"
+       "<matplotlib.image.AxesImage at 0x7f9264b41940>"
       ]
      },
+     "execution_count": 17,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     },
     {
      "data": {
+      "image/png": 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C9Sax3SZUhNg2hKbhodVD+GDRVMi5sE6Fxhte+OK7+Kov+UIudQ43W28t1UoWEGtOqwrOa8QTADX+qFISmG9EzQqTFbEWjKFMJLxtn3n+85/PS176Mop1nGxPEOcYh4Hc96CCFV+VTQ0ikFKmbRZY47DWEkJgmxJXH7zK9uSY1jqi99UlAtRaXLtEmoiL7ZnxGd8SFgcVsg0RGyJiPGoCxhiiA+NcTSCK0HSH2KnewzmHm1i74qQmKVWrazWhTNYYxBrEOMRarJUpx+cq4iXb6rY5j/EBMYEuwpgsGpS+5MoVc55Bt2yHgSjQxg5rDAr42CAuYHAUhVff/Z/wKnzlX/tiDlvBSI2VQBEjDMNQrd8jiVEeB/koUxJFydgaOVQfXCHV+JNS4Lu+67u566UvI6XCNvcYayp0qYpVwVLRnzQWtimDCmHiZB1cOMQYYbPZcPXaNY6OjkjDwO2HFyhjQhWWBxdxTWTwDRIib/uVl+xG9yc+72toDw5xscFYjw0NPjSIcdWlsQY3KQjUeMP4CGKxUohtqEiWMwx5RFDEGIK1oFVhavxkMAjOCeAJNpCnXMsQI33TUkphfXyEGou3kXEcMSp4hNXJmuWFiyycI1+9wtCPkAuXLl5mKJkCNau/2UBwZAs/+3N3M2y2/F9f9+U4DEULWjLBOkLw52/TXuHXDLU8fvmVjzIlmcuQTplFORfEGrLCP/z7z+JVr3pVhXURtCgqsF5tyOOIlMqnGofMqJWa4puajcZ6rLX0/ZarV69yvD6h5EK7WJCNxbcNxhh8bBEf8aFBw1lXK/qOw+VFejHgAy62qK1u25zvEGuJoSpD27YYcRVdE0HTUHM8BsiQMxh7muuZ8z6iFjHgvcUaQ/ANAyNFDT4kXEzIOLLKmWAcTgpiHVDd0aOTY2SxwHYtdn3C6uSEk5MTlpcvVWZzKrg04LKQrq0ZgmcQ5SWv/HkeuPIgz3rmN2IwRGvIpRI4NddE6XWKGh93+ahQklLKmQy6mc2GWMQYPuVT/jwPHR3Tth2KxyEgShoSm+2GMSnORnKqLlpSKGIJi47FwSHL5RIr8NZ3vgMdB7z3hKbF+EAWSwodxkd804KLqBjC4hD14cw4L11+CsvDiwTvSWJ2HDLnHF23xFqL9x7n3O58ovMoudZ8hA5KIVNorKBkyhyDKRhjsFbw7QInBpFCUa2fcZY8gISIaQtoQRcXECloSqAGWwQ2ax54/4Osc+Fpf+LjuXj77az7DVf7Dc3YEsThKOSTE4aUETE8tNlgnMM3LT/3q7/HL/31b+BJhy0v+bffgzeOPA5YX7PyAGWqlfHWTtX3j29g8hGrJLsAfarLhjnrO52yEdJYoccrR8dYH8hFEDGoKKI1+w51cmUENR5B8SKEtsG3HdZXqvq1zQZVg2taxBjUOdTXeEJCg/gGXEPxEes82TfYEM+MOXaH+LYG/YOwUxJrLT7GCXmrFmsnUqrFgzrZNdfYwwki1QoZY6BUBoEXxcrp9TEiKIKLlpBbthnEj1WBfWQsCWMUExtsKdhScDlhNJO2G7rlkoMLF7h2fJWxHwhRcKKVs2UqMTSLoAawjoxwsk2k7RWGBM6B84GdCZn0wVpLgYp66R4P/3GQj0glmd2K868ZY2rJ7FSGmgs885nfRoiRPheMEcTUOCWXcVKSAsazTRljHc5AEwLLxQEmBlIpbNdrTo6P8c5jmwDG1KDXR7zrcK6pZMnYYHxAXSB2h9h41pLEgwOILRghGIMzZrIelratrpk3vjJ8pwpFY/JunbVSuzNYQNzpAmGM2dXfG8BQMXAxUxGXCMOouCi4lDBDwLqEDS1l2LBlxFmLxIDLkZhH6EeOH3yoUvMbj9961qtjbBpZ+lAt2tiTUQaxaBGKczWXopZi4Hnf84M86x/8bUqBYE9BlTkoqVZf9t94XOQjUkn2Jed8xpo46ygF+u3Ic5/3vbziFa9kPRbicgGYidBYq/1yzhQpqCi5KGJBnKVpGkII5KI1D3JyQikF3y5R5zA+YpsI4nFxgbEBNQ5Cg2ki4hrC4oAYz1oS1y5QqaRAK5YQKvXDe4ub8imie6wAmd3Iugpba+rKC7s4d+ahBR92eR5nKjImRndM52Fc7yj3PkZiLrSLA7YUxmHLmBWHUFxF2XIqDJst47AhxMhB07JZrSljosy5jjQypJHBCKkoOSuuOwBgkwd+9hfuJnjhGX/76dPYFaQ6WIbJMs5LwOOoJx+RSnKezTs/z6lgrWHslWc/57n86It+jGZxAHlgqq4l5UzKI5pzXa2nnlZm4kB1MdA1EaUwjAN939eYxwZ87FDrsU0LMaBqwTaIb8E5TLfAdS3BtcQQiOfcLZwnl0JwgeANIfgJraouh4hgJ+i3Vm8ITJUblZBpdnGvt3a3AM8uWym1/t1aMy0c9Tfj9Nw6U8uAnSOEwGKxwJTEyThUkiUF4wMFZSwZL4WxTxgsXhzJOZwxO+X1BkbN5AIpFdKwJoZqPa0R1sPIT9z1CsRZvvHrvpZlFKToruRkrokp8nhiWx+hSgJng3WoCmNtdUe+5ZnP4hU/87NcuHCJzVC5USlnSim1v9Q41tqRyQKJMUTjid7RTqv/MNQCKtVC7DqMeOLiAOtbivdkY1GxWAKm7ZAYkbbFtguii3gs3p1VErGWaC1tqO6Z86a6gKK7sVjslPSsJMQ89/kygEyEDjN/7/RRE54OQ21cUa9NRlOGXIjeUQzY7VivFRYndlJST/Ee6ywmjxjrwVlGLVy7do3GB9oYsRjSMFDEE4wleMs4QMkZ1UweCqb3ZJRetfYC6Ed++q5XcnJywrd+89+ha04DeKhFY/ZxZg9/xCqJzGzt2XcXw9v/8D6+5m99He+8772EuEB8S0nKOI67mhGZU78iU7zosdbReE8T680/Pj5mmxMSPK7rsHGBb5aYeIh3C8RYtkVr1rppaJ/6lOrP20A0lqiG27sFP/kd//tuvH/tuXcjQVn6Fp2CdiNgTYVr63nIxBSYzm0CGoJriI0/zYVIwbsJMp5QMufcjmfm53wLGTWpInLOoRbGtgIEWzuwObasi6DZgHiQBKosL17GpkC/XbEZKpp3fO2EC8EyjIkxFZYXPaGJpM0Jw2pFpLKpNW+JTctgLOtSa3R0KPzM3b/M69/w2/zr7/8e/tTHPolauQXGQkYf16Z2Nyd3eZJS8+bnHkquZHWSZkrFPinA13z103nXe+/HNh3JeQZj8MsDbIHOeHwuuFJX0ZTBhg7rGpxv6ZZLJHi2YwIb8X5BFw9pmkNCe4g0S5JZkPAMySA2Eg8vweIQ7xsWvsVl0H6kiR4NZ9entqmWyvoK04ooRaqroVJni4ohFa0NHEolAnoX8NajSTDGYozFScAUhymOxgSWoaOxAVsEq7UoKqeETnUqoziKqbC384L1ggtCcNWqLdoFDo+XQDMxBA6alkvtkjwk0pgpmtkOA9ZaVqsVR1evkvrqpokpjDowpA1937PerEjDFlMy0XsKcG0YeNt77+dvPeObGGAXrJ8CwLr3+PDKTW1Jrq/hgu6aitbMehqVt7317bzt7fcSu0VNHlqHWlOD81IbF3iElMuujt03LQaLWsOQcnVtRvDNAd4Yuq7DLRaU2NGLB3eIJMEbg1u0+EWHusBisaSkjHVCEwKhaUiSz4xatbpNRaolK6UiUDNUW7PYSppgaSunQblgMGLQVJOfSg3ijRjsxKbVUirvzNXOLjLFI4LFWFOVRzLe1VJio4EYI2lI6FjQYcSQMFLYWgc508TIoutq1xZXr9Om35JSz2qVEC3kUlnLKkrTNayPt4SpziWlAXEeFyp7eJtH3nrvvbzl7e/kz/z3T6O6kwlrHt9qxpvakux1jD6zwNRbX+nmmgrBCi/5iX9PTlNTBFsz1ClVKkbtvFhx+bHUBJwNvgax3iPGMaa6gg8FQrMkLg4J3QGhWWJcQxaL+IgEj42RuOgIbUPXtgRXA3AfI3GxAO+w5iwVozJGtDa3m2jwBWo5bilVkaem2FYEN0HEhhrM78594qDN0O8cv8wNLZhe3ymY0SnJaHevVw6Yw03JyxgjbYy4qe/XvLAY4+gWiwqVG0OeSnRHlFW/ZbXdUKjx2ziOWDETl6HmQeb2sNE7lk3ksO0gJ17+ylcylNoatnLKMrumxY+D23VTW5KHWd7953NsoYYfeeFP8IIfeiGXLt+BOE8yQsqJMVcXIZjKi8pZp0SgxU+FRFkqDXwYMiIe60PNWHuPCQ1qPEkc1jtC09JQCY6+azDe4rC1d673GFdp7WPOWPvwSz8rhpvyIHlC2OaWQQB+mqhzaHIac9UAfSY+1nhkShrOrZCkIOKmAH/moVcxVAUUVZgKyKCiZCZGSC3DoAx9mqg5Cc0jIgYfAlhDP2yATKEgoqQy4ok7QKQXizO1KpJxBGcZ+mE6hidt1hyEyI+9+Mf5+Kd9LF/6RV9IDKfw9+MlN7eSfECpWWRVuOcP7+VZ3/bttU2PVix+SJmU8hkcvh9H0NoOVG2d9Nl4VAzDUBjV08Ql3jfYcIBrIs5Hsq3oV4gd1rc0saFrGtSDdQZXDME5sghZYJzyL0HOGvE5QZhRhimfsQ9lw5wcPH1NpjOdSwCMMbVLiTHXzb/NSFdtVFp29edyRlmolklqayGjtYBLSBhTEDLdcsEq9WyHNbHxLBYLxrEn5VwbdovifbWG49TvWEel73ta5xk3G4qzyOGSbb/BFMVpx7KJDJvEmOA53/U8Pu3TPo1P/Lin1jv0OPo8N7e7JQ9/FIEEbBV++Md+mr/wv/wVtgQG3yKLJaPCOCS229qlRIcRYyrKMqpgYwvW0RfDtT5xrU8M4lhcfhLd5Y/BXfwYUlwy2iUpLCnhgOXlp9AsL9G2HcFHsOC8naDRUHlSs6tkLV3Xkc+ZwXHIjEOm346MfU/ZJf7MjpyoU/fGYaidHXOprU9nFwomRYKdW2bsZGHIIIpKhTuqQpZdDARMjNxA9J4QHIeHhywPOpYHC9rFgtg0uBCJzZKmXdLEBSUJYgKqQibTlwHfRXwbWY89J5sTmqZh0bT4qTzaW4ukgaUzdN5A7unX1yibE7xWZTparfnfvuCv8uKffFnlAT9+cfvNbUnKB3g+FvgPv/Ra/ulzvhM1FsURupahZPohkXKqOjVR4GfXJoQAWAoFFyKr9z+EuMDF2y6jNpJtqJWCzbLGGG2DDQF1Hk2FrmmxWrBSe+ZaowTrGEvdcsHa6m5ZEV76j/7Kbtxf8s9fQ68jWEPrIm5a5YFdLJLLXNSqOzawM6a6cFqz0+6M5aloVd0HpeYpjE6J1fMTTeox1Owfs1pCmyxIIURHypGURzaTyyfMLqrivWfcTjy3nNGS2fZrPMLCh12cpFo/Ww+b8QgDdYEYxOCmbHvTVBTtX3zf9/HkJ93O53/2Zz4mc+bRyE1tSXQHAutOQXJRjo43fOMz/i7XTtakUrDeEduWo+NjTlar2inEBpyZaimSsugOEHGs+y39mFhvenyz5PDCbbimxTW1hDYsltgQ6Q4OWRxewIVIypnoag7CAF0TCQa8sYzTtgyVCqJYlJLTmfPIRjC+FmxJURofasn31Kt3HMcd2RJrEGcRV4vFUikUqYStXZMLI6fu2+TepVzdy3kzHkytWgTIWuHm2WVzExXfeUtsAuIMNjiwBuMc1ntcaDCuAiAlK8x0GdXdeJsQanyV8+6xHXtscIgWGBMxekQropZLQgxILpSxdmrZ9gNf9/XfUD2EaZxZtVaTfpjkprYkdoonxpIRDCo10/zsf/YcylQhKpOr0vc9eRwxdqKMT1QNoGaJp5VUiyFlKFlpukNcs8C42g5IQoPEltAt8bGprUVzxpsaK3gBZ05D4qIZ70OtJJya3BX0YQCNsXYXbAdv2Gw2QEFVppambrfLlJi92GKaMLnUuMTDFHMIWWbs6BRqnsewq/UTQUstkNrFP5O7hpUdmlU0k1JtSWSDJ8SWFBrSsEV6h6FUJcECmeBc7TyPRTWRxxHNMzNAdkjb0G8x6iu5JmWyJFJRghhKLpSca4JUhKOja1y4cEgpikzw94dLbmpLUpmmY3U7pmA1J3jVz7+aMsL2pMeI5fLBRbwxpGFbiYgT3dwikBQjllJWwFQsAAAgAElEQVSUlJWswjgWhlQIscO4BjUB71tMDLip+4iPsZIPgyMGj3cVuXHWolrRnVIKYzmbDzGcKvfutb1al7kp3oxKsUdJmdGrAhQp04OdFZgD/Pn/+51wnJss1awY00NEqqLpqTWuzOCpQbgoxlTXywdHbGr+xDa1KlKsQ6ZtHLxxWOOIoSW6UBVc3ClkPDF76x4sSppaF7UhEkKoPK2seOewquRhpGi1ur/xutdP10p2sVkd7wcIVB7D2OXmVhIVrA+gQtGKKv7T5zyPk5PEQw+uuP32p3L7hScRXaT0A6gSQsC5WkDVb4faNys0bIbM8XrgZDvSJxDfEQ9uoz28g4u3P4XDS7dxcOEicbGsdeF5IOWBoiPGKc7W9kLWWxJKEUOxpmb7paBGJw57Qct45jRkTGiqPKqUand3FyOhaZDga2eTKcjeb+YN0wY5O9NQ06hFTvMr5xVGi6Ba69rLRDxEZZd0lAJGBafgBYwoDsVZZRE9y67Bek+zrJWJEgPFWIz1eNcQbKzHKAKmWp4dmmbAKeQ0kATGVChZWYSGZWwZttta7+4cZRyQnIjOEoPjGc94Bt/6rG9nHCsc7s8VrN1IubmVZGoikCco8773vI/X/MIvsR0KsekITUfTLSnUm2aM4ELDut9ysl4DtU580/f0Y6IolebtY3WnbPW9XWzA1FXRGDtNuIpWGeZJOhEqp0cB2EOmUilk1dN4YP80JnauiJCoLpRW4tYusThP9DkxOHdwqfUhFbbdtxznlWNH/Z8UZ/4McPY39XT7Uy2FMibSWGvYmY4TQqiJ0W6Bazqc92BOqyVrfoeazZ+vicxtYxWjTN3w62fTMGKVM1a0Ws5JQY1BMNx111287/4HdmP+cMnNrSQIJgQUeM/7rvIPnvktPHR0DbWOxcXbCE2LimE7DByvVywWC7Iq22HY9ddVVbabfseFMs4T246mXRLbjtAtqqLYsCubNXCmlHaOE6ybGHnOk6X2xcolMZZE0ly3jDPyMH96zpobquv0MD6a6C77Pk90KafbUls5G1Octzb1/5XqMvEfa+M3nVyvnOsejDlTUkbztKldSagmDKU29LMGZ2zNvodAbFvarsP6UDEpsRQ1GHG7zjH7hV9iTq1eKpk8xydjxqnQ+IiWukgYU2nzOSVEM2PJjDnzf371V3PlytXrxCQ3Dh/+kJRERN4hIr8vIr8rIm+cXrssIneLyFunv5cem6FebwB1W4yk8Npf/03uefu9XD3e4JqIOkNS5ejaNbabgTEVMpVSgQo+Vr7QkGvOQcRQMFgbaLoF7fKA5YVLHBxeJDQtbdsSQ4OfeEQzlUOmJnFqhGINatgBAvuu0H5iMOvZmzlPol3ti1QFGPdW//3fmGW2UGPOu5VZHwaMc8bClHMu2Lwfy+6zAvM2d+Is3tSMd+MD3nuMFayT3SIRQt24VM0eJd/6CmqY2qRbDajdK0c2Bs0FpzVgH6ZFq3buz7um5ZWrNuzKHEopvOUtb+HVr371XrJU9v7eGMrKY2FJPktVP0VV542xnwn8oqp+EvCL0/MPLtNCcLrn3tmVYX9l3f+CZrj//hUvfcWrORkEI57mYAHBsB17tv2G7XaLCowqDP3Isus4ODjAhcB6u60rnDEEH1keXqA7vIxtl+AbjA21Z64ytdUp0/bN0OeC4lDx4CPJzNBqJpjqRlX/XrAFTK7uyw7OBb78e/8D6qZAXBNh4l7NQYMBkEKRDHaKa+yUNNXCkEdGav8wcXWpHvJYOWgCSl3dmR5zxj1Ne6LMif/CRIuRmpPJpTaJEGfrDr7OYp3ggyVMdTXRe0Lb0CxabKxgiHcBazxZhWJs7VQ5t2WSsgNMIoVYCp2ziBa2Y4+6KYaZzr3ve5C6v0nJA8Eb0MRP/dRP8f73P1DZNYW6Us5TZWo5W/Sxc8duhLv1RcCLpv+/CPjiR/StR2UpCxj4jdf/Nm/+z29ntU0kBXGCWKFo2mWnu66rWzk7h5sQl3njGxciTexYHtbA3LcLYnswKcfpauuMoZmq9mzweBcw1u2syai662RrRXZWZHaL9uOH3WlPiBVM2XJl50rtP2QGuya3bEa/ZvcsaU0YVog3n7EeZyyFPvy3z/eDrjsJ5wn+1VNy5Vz45YToa31KdJ4Yazmz9ZEQYs3jWIdOne13XV+mLjWzu2onGvzpGJQ41f1XiwS5JIIztYP9MNA0Dffccw+/8iu/Ujd7rVnhem6p7GqBHkuI+EPNkyjwCyKiwL9R1RcAT1bV907v/zHw5Ot9UUSeDjwd4GlPe9oHtZRnT7lmlFMx/L1vfTa/9NrfYJuUsSipaTj0kZOjI9ZXj9FcN7AZSqkd3EVwAtvVlr7vCb6h6y5glxeIl26D0BEPLrA8vEzTtkipNzTbmnPx3tM2LdganOeptFRFCN5iiiIpI+U0KJ4nVxHwcyC7d161QcMEj2pBnMWcg2StCI5T0qIw0UmMQKnxzqCKnTLWSMHoXOJb3R1lWnGl5moq3eNsQZPRiZGsijVS3chpbFYqBT+HQEpKEwJmsaAVw1os9x+vGIaEuJZgHCUHSj+gaYMUnWDgqfeyj6yHgaaMeMBOvK/YeLbbkULBmoKOW6Jr2YrDeQNGWG17nvVt38Gv/cbred5zv7PGckVxtiapdAJIHis1+VCV5C+o6rtF5EnA3SLyX/bfVFWdFOhhMinUC6B2lQfOKMq8H/peAe7Df0OEX3/Db1Os59rJgyQRaCKbzYbNyYo0DHRdR2gaNkNf9+ZQYVSlH7akUQlO8HGBa5e40GG7JbE9wLcLvLVgFOdqzQVzCezeRJ9XQKVagNlNKqVgJpr6nJTbL6mdZZcDKaeoDtQ9B+dLZ7Tu1ihTjYxSa8QxBjVTjkMLRiuKtKO0SHXjdk+oi+5ue1Sj1QWrqdgdaXL+y8z/mlGrKVZyRmpvsCHVpt+xIOMC5xv6fkBJWNG6W5cN6DDV1FuLEciT91cmxoQRwYtgjVLyiPGWMlSlcWLRMU2N9iwFpes6Uin8p9e+lmEsBFeTyGOuVZdz5v+6LM9HIR+Skqjqu6e/7xORlwGfCtwvIk9R1feKyFOA9z2iH/tvOp/qV59sKqP3oavXGFXZ5kTjl2yPj8jjuMuqi7NIqYHfmNKupaeqQ43Hhg7fLBEXsaEjtos6sRGCGKx1FFeDUydzcC0YPc1niyppHLGTohjO3qT5O+eD7zPvT3/nhnL7rZFOSYt1c1MjtWZPp2unqmf2ST/PIC7zb83GZAcZZxCLlrPumUwo0/5vzcG0tZboDYRaUDXmgoZAaOtipGNdNnSvsGwO6LUIYxmrFZPqGlqpnSStwJAzvmtrcZlmgrXknFkslnWrOlX6aYeuB69cAWMYs+KdYO1+q6XHzt161L8kIgsROZj/D/yvwJuAVwJ/c/rY3wRe8Wh+fxd26flX6o3OCvfe916Orq3px7olW3twQLPo2G63oMJi0bFoG8rUc9YipGGgH7bkQm1GHRtcu8TGJe3iAsuDuv+Gam1gYAXcRNGYs9aVWVt1wJq6qhuZFaHsWvXYqfPIPhS6394IziJPuxVb9QxLeIZ4RWT2lKrSzFYC3enj9eKMh2XVpYDsQSD78Ql5qjuRqaiLaSO5swojUidmcIbgDU0IxGZRu+Q7T5kWE2stTibkzlU0UKdjOgGLTlWWM6WGHT+sHqd2nE/9iHOecUhY4+i6BSLCPffcU6stz7m3j6V8KOr2ZOBXReT3gNcDP6eqrwb+OfC5IvJW4HOm549Q9MyAao7g4Z9KVNj3X/2bH8YaxzhkXAy4EGvya90jqhwcHFQUa69TSCkFLeCCr0F6d4A0Xe3g7hqCjzV5lWrNR4yRRdMSnKuKNk18PymB2WsiF+aKvqmqz+59ZlcJeN0cBtf9zPyYjyFmP/CvMcf8/Hrw8GyJrnfM/ef7sPC+nN19eP8uFWRKns7XxXuPb2Ldf9G7ac8XV5uJ+6kJ3gQFZwqqBS81q+9EEAMjmWIEFYNYR8rCmBQtlc1gFNq2JefMarXCGMPznve86fpVRTnT3fIxkkftbqnqHwJ/9jqvPwh89qMf0p7PMP+3lJ06p1LbZr72db/H7//nt1HGQuMjxRiaruHk6hGo0k57ma9WK7wVttstado6AeNwcYGEluIbsovgGkLbkIaEKUoTI413dasCEbRkjLM7kz5LnXBVuXOu3RRldoW0ts2pUKziJiLhfm9bO7U6KMIZayDGkEupiK8Vxn7AutqNXQzVV2fPotXRnCrWB1AcO9W2aCm7sRoxFGZm8p7bV04b+6lq7QZfSu0/LHmXd1JvSVowTghNw3q9wrjatdFP21CECfhQW3Am4ovitoloDWbic21EUBfoh0wjjhA7xm2PMR6TEyF4SlKCt2iuyv2mN72JX//13+QzPv1TcROva46nnhAxyWMqO92Y+/9NFXTKFCTX9atX+PU33sN3/PPvJ7sF65MtsQm0Fy9wdHLM5t3v5cKFi3RNQI3UAqacSX1PvxpwzhGbBfHi7djlRWRxmYPbn0y7WNIEj6e6Gd4amqn/bs65Bso6xwllNxGtnAbwVgSZqSOwC/Cra1ShXgVe/Pc+C4Cv+pf/sdJP9lwxjKnN2SbCpkhFmIybFXa6XlamFqCn23XO7Yb2lcTaaZJPpcB2UqxZZpbv+elUBIpOZcJSKZkyKU1tNl6byKlErKslz4eXLmCbQNHEydEVvO8wyWKbljxuQXWnitFAKAVbRkYRRuMYjCHnnrwuGNew7DqkW9IPW7bbI4KFpo2Y0aJTAnLYrvnH3/otfPdzn8un3Xlnpb/kXGuFHiN5wtNSLNSbQs0ZZYUXv+TltMvL9LnezIsXLxKsZXvtGIZx5/LMq2pKCU1aKRM2VtpJt6TtDmjbBT7GXVdD60yFEpmo5TMsO6/Qeyvtvju0/3d+7OdAdjT1cy7N/FtwmjPZ9e/dc9WMm/Mx06Tn4a7Z+XHNwfl8zLr0AKpIOX0YfbgLNn8v6/4496fLdPyJdSDT5kVtW9kJzjnEWdTWre1ULJpPKSvBhj3XqBZuuSm2MyWThi25jIgz+MZXZkHJFTSYmlLM12iz2XDXXXexXm9qU0Frp9X1sZEnhJIo5zPp57KlUrNGQ4Y/fmjDb/1/b+Z4O3LlyjWWFy5w6bbL0A+k4xXeBywGFbsLVsexbuypSm1k7eZMek2C+akFqOpUwDTxSaoRm2gW80p/ZlwTld1M+SzRUyr7/udmi3LuN/Yn5n5OpMY0lQZm7GlslnXen9BMzOfKvZopGQ9TGFWkCJpOYz2ZULA5ljFwpkaFydrVvRDnu7GfR5ksKIKIrciFsxhrsVNnlcViSYgtYnwlhtqAyLzTlyGI3dHq52pIRHEGojVEJ0gZGPoV27wim1xZ0CVjnSEER4iuXpuJz3b33Xfzzne/6zQH9dFkSWpWdXK9LPzcq+4G17IaCw9cPWJ56SLbsefq++5H+g0XD5a7vrfbYagQZapUkNg0LJYXWSwu0DQLmtjShLaWqRqw3mD8RO+wMmWzTyfeHCCb6yxS+5Drjtc1oUrz8/OB8PlJXdGlh2fMZ8Rmn/yoUv8RDHOFIefGOv/mLIbZGp5m7mdF2T+nmaKyK/QS2R2junIWmRErYyZKjN3xuWZrotZVlMvV7pWoxWPrJqc6dfCXWhtPSUjJWMk0VvEWSh7ohw1DGQhtgxph2/dsp97EAKvVipPVCrGWF77whWz6vi4mj6EleeLEJI9A3v2eB/mZV72a9uCQh456xjEh3vHe+9/L6uiI1jgW083Z5pHNZsOYesapJc/B8pCDw0uExQGuWRCaDvGR4DyYSgE3BtSYmnmeJrmWUrdTnkRkv7/IaT5jpopUntJEqf+vULr3cyf7NkpTphg9ddWQ2iuslF1chMhEaDQTEFB2yUozPZ9/tyoOtZOK7nq+16hvp1/zGc3KYHeN7ub+KrOiWKkb7QgCpu4INpcFWKlIVNN1DOMWUsDGtm42SsGU7a4DtjpLLoJmpWiGPNRex6UiX9kIiRHN0C7a6hGMPTKOp3DylLcppXDvffdxst5wwQfEyMPirEcrTxglKTLRt6vTPJW5TjylAmvgK7/hmUhzG+ujnnff+25KdFw9OuHKQ0cEF7lw25LslCJb+s2KfrWijAmrvnKzbn8K7uIdSFfr1G1s8DGw8FMTOrvDiBBvKkVdMyoVZZLql8BUJ1GAkguYOgnTxGSdgQZrDWZKYp5P7gGkKT9gmOqxVHHTpptzh5CZ+j7XdM+QuJ0QLU9t3CYFjBPElF2GHpjyN6c5mILZZeFVZyU0u5XZYPB7sUx91CB+Io+Rte6FoiVjVGtX+mCwzpATNO2CSxcVo4YxbFj1W9R6dOMom6sYVVxRMJ4QCmMZcSiHvqnNAp2tyVsRWgtCJo9bGmuxTUOZkC3TNjiFo6MjRIS3ve1tPP3rvpaX/vRL6jJw3pg8Sq15Yrlbc/p474W6SsPrXv8HbIsH33F05QSLcMcdd7BaVfpJMZZ+IorncWBcb0jbHgo4G2i7Je3iENctcU2LjRXybduWYB1CbcTmdnHDNI453vgAsh8cn3ed9tm+1z3d6XvzxJ+twC73Iqd1JueHMMcp83f2xzjTWWYw4Uzycu8xxx/zZ/fHf73j7mIUOefGSW0TNCdOY6yE0RhavAtgHEmnRcFHfIhTkVat3/feV1Qwpdqobm+8VsEhWPJUSjniKATnatmC1u4rKSU22y0nR9f4nd/5nR159bGQJ4ySnKX8yc4hQIUxw10v/zlWq5HtJnG8WtM0LXdcvI3VagUiddeoyeSXIVGGEU2ltju1HtO0xOUhxrrahTG0+NDiQsD4mv+ofalrryqm1j3m3MSHfUrHOZm4YajUAFdlpzxw6uvPsh/g70p8zTTptcYQ80Q1yo5JbEVqvGzqWOv/zZnYYh9AOF9mIHsPM7tk02POxpe9892xCIypMHQ5pc3M12O/PWpwjhjj5L5OrZS0dlUpCLhAQigieBeIocWIpR/H3XEtBS8VfdOUd+zolNLpDgAiOG9pu2Z3765cucLLX/7y2vVRzp3so5QnhJI8fPyniiICYuFnXv1LXLrtKSCB1abn8PCwugVDwre1MQNSCYXDag1joQ1trTBcVMpJL46E4Hysu1U1e1Cir3/PV/btVnv2JzS79/ZlH249Tz+Z5d/93Zoj+Yrn//LutbL39/xvzhT5WQEqMlXzHXayIk6mlkXXKbh6JLIftO+X9u7DynMAf6aJhZ69c3Uc9ZyDc8SpEfa8M5gxhiElsJZsDYl6c8PUwiiVuh8AubIJ/JQD2iVpmeK1lChpQEviwoUL1fXdi/1e9apXParr8IHkCROTnN6osxd+SIpaoVlcplte4h333Y8PDV1s2F6rderNoqsxQU7kdU8Za3BqxGInAmM4uIiEiG8WxKYjNi0+holeUhN2c93HjiSHoHIasM/QqGVGouYhn82XQIVrhdMg+7yonjaDAzDW7OpF5nFAVRyZLMccispEQpYKwiFMNe6c5mX2FW8+ynmV3VVNcppWqEhWDcxn92pmBVQgQKct6yoDeRf3ixCcw6gw5BEbLE0T6nYSiwWURE5r0nBCMRZ8YEybSv+xgvn/qXvTWFuz9L7rt6Z32MMZ7r01dXVXV6cTD8FyQmIUQmjbnaAELEsmAkcm+cAkgpgkQLIShARSJORI+ENMLCwsYUhEYndEUEKEA0QGY7s9xElbURA47Xa7u2u6desOZ9h7v8MaHj48693n3KrqdlVjRddLujrnnrPPPvu8ez3veob/4BsKo75ee6NLbKzFi1rRYav0UKqNEieEvme9WTHHiWkeWW1P9HuL5fVvwXpmggSo75Z+tFKLeW+4/3ig25yzHwsPHj6h7zq6ruOdtx7Qti2rtqviZmrPFoq+tWAxvsX3K/xqTfGerl+rUqO9NQzzCjspVf4nSVUQcUoeUojGzcs83m2X/9ePR9mfW4PDr4YlWgrim7Ytx05UTvlpDNsx7dP6xdRB3m3Ur0JZbrpZ5V0nEmjALM+7zEr0uht8Tc9u3opbp8jyM9wE5BK86uEoGOMJQTt78zxjxLDqOg5dx1wmcpwYQkexjiQ6YylFiGSMmCrX6skiNM4da4rllGnqcFicQ2lbAqJU3xAC2+2Ww26vf2cpzPNM2//WbO9nIt0Cns4b6/tbBGaBv/AjPwbr5/nCV95ijoVv+KZv5NHjh9x/63VefvEF1uueVfDkYSANe6TAan3CnRdf5oVXXuXOi69Av2V9cofNyRnrE0ULW+/JZKJEsinKww6Wpg00nT/yPJY37N0aV0dg4KJQ+D79+aWmMLdOh+PX5db3Kykpxvg0ktcIdhlYGoNUBqKRyh/MkVj0X6keJLdfx/Kaj4NPKj9F7PF3O1kK5Kc3xLtPxyNPhqdPTtXwKjgKzlIxb8LpyZqXXnyetu9o11u2Z+ec3XsRXIdIQGxDInBICkPZnpxB1i7hXC0cFhhM4yxljngMm66hD47WO0ocsJLZrHs225VO6SXzF3/4h3i6TfH1z02emSCRnFAY4M2bK0Aq8Buv3ydjmKaJO3fPGKc9Ty4ekUuiDQ5SZHf5hPmwg5iw1tP0PbbtERsIqx5Xi8m+Dccc3lmFgOsmKCxibK5qaBkL1iipZ5FTNeYGYkIplJRuNmUpx8Ly9jrWErffp4p9WgKIKuejrLpFevQG3r7A2JeTKpZELqm6et2IYL83UN+1QRZi+JGMpUEIN8Gv8xst1m8rQL4fYHL5XY4bz5Su9aQ4Msfx6BzsvVpTrDYn5Ap/NyjSN2WYk7pe9X3PEEestxhnmGKk6zokZfq2YdW3VIkXKAkkMY8DkhPBWdI8kXLkjTfeIN8SBlwMYr+e9cwEiQLSdJ6QgZwVl/pTP/M5PvtLn2M/JsbpwPPP3eGw33F99RgbHClOjLs9w/UV0+FAjhHjPQmLCQ2ubZRwZKtGb3DKD7FUtl9BcjzqUh21c9P81N3y3YX8UxvylsnO8phFx2o5Yd7z997acO95PoBbYEVFoZT3/KxudznCb7TBcKPG8u7AuT1pryiarwrjfw8Eh1vdMcuNU5blCOx0qNSrFe28kctxuOqcwzcN4jzWBZwNWNeql7xVYpVzjq5pyDkzJ/WPuU2iMkZlhhYPFSkJUsaQmceRHCObzYbtes3nPvc5PvszPwtALvlYU/1mbfn3W89OTWKMUjertbJYSyrw+S++RujOePDoIV3rsSQePbxPGfaszk8YhwPD9SXj9SUSZ5xTngjeYYJXpQ+nInSeQhz36rVuVeoGAAe23rUFKLV9FYIWooWKhhVRcCDl+PnicWIKqtrITfG9oIGzvVVD3FrLY25OMlM1iW9t5ndv1sq6OgZt0UAxGNKCTnaqaLmA8o0pOlBXgNkRuOkWaImppK3jKfI0Uvg9YEFjKCxGP+b4/cVaujglY6WUcUbnIDkkYMUwjvjQ4lIhzQPGBYREzJGchCYERIQpRcQanCj2zjfhJsjre2AW/QAMpSTVBkChKt57Xn/jK7eua9FGztfBN3kmThKpyYx1DaUUUtYEIQN//W/8bUJ/xjRF7t47Y79/wtXlE0zXErxld/GY3cUTynDAYWiaQLde0W03tH2Pc6rz5J0QpwM5j5Q4kPMIeQZJSK4yP7fSpNuqhrkkRPQO9G407zJ0e9/TgJu77+2hIbcef7TFvvW85dbJJFI/r1/jfXSzRJTJuEibHp9PkmrpLmLVIkcu/futBfP1bizX7b9FZYd46sRxpp4mla/unaHr2zrULDRNowV4E2j7NaFXkpuCHz3GeqQo5weqbjF6akjO5CrDdBsXtwhelJQoUa00Vm13ZKA2TcNnPvMZAKypnpJLnfYh1R+fiSA5Vu2pYI3FOJgi/Pwv/b88eHxgffo8IbR4Iwz7S8o8slmtCMFx2F8T5wGcpetVzDoD3WpF2zWUlIjzgTgcmMYdw+6acb9jOuyZhgPzOJBiVD2sVDDlJhBSmomSbpmP5nqKKP966SQd7+rcBE+pUJAF/5VF+Cv/4R8+/sUiN2nSU+lSlQVaUMlyq1Ypko/p3VNBWcwxUDJVTrXWEqbIkUmIVEZhra0W5PIRkvKu1HL5fCn+FyTy7S221DDe2Jp2qRhD37eE4BDJdG3QGs8YVX3cnOC7HjEOg8NZD9YxTDMxa+3Reo83N0DNOSWipJtrACqXkRTS0gaPSCaliX7VMs8z4zTwd//eL2mDo0QWfNqH5b8/M+lWFo7AOwR2h5kf+MEfotu8QEwdL3/ko8Tdl7n/xX+EtYHn797jsH9Emg54I/SbnrZX3d7V6Qlt12lhR6GznsZmpvEKY2olYhSPVKzDr9ZY7/FB82HzriNZ25VZ3W1F8KZCJySTiwBWvT8qwLCIqF5a/TxXzsbtFW/n2cYgpqitAPqmGIBj+peOMxfrnBahsQaBWIxRZ2BbgWCC4IutvBPRlLESpnJ15AWeOrmM0XSECvU4wuZFjh8LigoQqVizmuroFdXiXYxivELwcLLi6nJH8V6BkEYFzk/v3uOyFLh4B8kTwei1j3Hgar9j03WEMhFjPHYXxTpMqvWOg2DBG9VAyyJQMiZD36p/Y0bY7Xb8wA/8AD/+V3+Cru2O3Pr3q7e+1npmgsQBVJ5ysYbQNVw8GenPPsLFkDGt5eLRYwiBVbvSu22OuqGsVSi29VjviFKwKRK0LOew33OYDmQHK6NIVTEWY7z6bTQNbXDknDTXLkU3uHMoGrbgsCoOWKRqblkWMbjCzYYVnN79Tc3Vv8rk3dXZh8LNlfdhljkR6Cmy9MSN1h4KVrQaPFWhUGH1Tk8bUzRHXRDEWam+UnSmUKxFrCGRdUOLPVJzi+h1P0oPLTWUPN081S5bfcyt7xxPrjrwWdDAzhtIWkOo465RyErX4UNHiqMGqOsY5z05j5z6FvGZHOPReAixeKhK/YBFtclKwVtLBkpM6mNZij+nEIkAACAASURBVNpre7h///7x+ovIU2nXB13PTJDoEuVxFPj5n/9Vcm5preewv2RFx+Gwg5w5uXePeR45XF4hc8Y3Hm893rXgWoxzjPNMivVUcOrlPuQREUMwFlw4ukVZyaR+rWIQTYsJHcZ5bNOTa2AEIxgxIFaTl1TICNYZct2MSFZnJ2ORUjFWYm4aBLeWi0kdfI1OkCkFY9SaIFXFkoLBWUcShWNYayuNuBzxU5jaPDB6ejgjkGtzzBhKWRRW9I7sfG0hG7WYdlltFxbui6n4MZGCryebZdHcUhS0L6KzlYozs0brnUSpuDKjLr1WdKC4v2DVN8Q0Y0WvT9+2OOcxzYo0F7IkpFsTx8JchKbxxMmQLWQyw5SYSuC8a5WlWSpies6AVQlZo4ZMBE+zainDROgCP/cLn+U7v/3T2K+FVP0a69kJksKx7VmAn/v5v4/Ylt1+YL1eM447JAsnd+/inOPxxQWHqyt675UEZB1Nt8KvN7i2I09Joete77JTigii02yjKQnVjffJPKvnxvYE1/bKge9WON8iQRl1maLWC+YGgStFvd21KOaoxqJgRMUliSkYse9hynkBW5a5kCBFednWaK69yIPe1B36c/M81xTtZt5vzAK3L8fb/tLqXAZ/pgbSMcUyRdM0oyeo976md5pOWW5SxCSlvs56ghwfZ46vX9vlrtY7C6dGX3TbOFJWjFYpMKdC16lTmERtCQ/TSLaB4j25dqKapmHOSeWVRAXBlWEqKhxYa7blugtCcdrcmKZJf3fb8vd/+Zf5jk99CoxKqP62TLcMdQ+lRAmeL3/5Eb/wdz+HdT2HXDg52/L40VtY13D3zj3KPDPuLjWt6Ty2aQjrLauTLdL09Y5nlRhkFC1aiIAlK9ew5t1AEfJ4QCbHnAuhnUh9hMVaOalgdjKO4LXBUEpVcJdbwsxS2w9ySwXRlCOi9/2O+GN3q9pOabu4brxbk/1jkZ8zXvKNxNBSM4jmRKVO0cXqaXK8vo56Upkb16maZgmqqJ+XlnZJ9XmBJTWpk/olHTRFwYymyNFP/ml25ZL3q6dL2/T4nJnbRqVoZdLCvm3JccbSUqY9omwW4jSQm6CKkPlAyen4Xs2z+r67ptET0mW9YZSKUxMVPoiHRNt2GBH+wa/8Cq+99hof++ir2iT4kOuZCJLjCp4iME6Z/SGR3QrvW7CW/f6a7XZLCA2Xjx7gJOLbQHGCb3v8qse0Hc63FBtofav2bnW45pqOnGb1EpSsA6YkhDpMy1KItdOV54jEGQDXd7i2p/G93lm9Ixaps4KlxVvU+dYsqY16OC5nh97l3ufuJalOOORYVJYiWhxzM2/5amvpdLF0x45U25tTqFR81QKElJSJNRAW9Kw3rtaEKKEJhd43y4ayN4X7MtM0dVKvQ0o9Ri3UpsUt4YwKoQfV8UokpSNYT7fqVdBcElg1GBUTSPFAtgUfPFkcKUdMuJk9Lc/ljCXlhYEpmNuDwlIgF5wVri+qoqc1xBiP7r8fdD0zQVIMlHkm2oYf/OG/RGzukKVjypn940es1j3P3zvj6sFrXLzxZRqZmfOMXZ8hfY/bnLK9+yJtu8aGFVMWYsUATfPMOB0ok6O4oHinrMMYKZbWGlxJFAp5HhgOB8bLxxwun9Tg62m6nrbfqlfJ+hRx1ezTqIXzghYWo9qLdmnbGt0Q/+Of+e7j3/onf+B/AZtATKULG4zTIErlpt44gggrTEQDxkEp5Gqz7espJQbGkmsadRMApuhJcORhmGqcIzedLQt0XYfxnuIrotdYCI0O6qzeEKK6kGLEKNynzqCwBieO4C3FCvbW3XqZ14Cn6xviPhI85CScPPc80VgunwgNwrzf4Y0gZc8waVcyrHokGtJ00BO1FPaHa1Ke6UKj1nGlIEYQp0HqRVi1Dd45NusVBsuP/MUf5gf/wn+lg83froW7UPBN4P4TiLS41nDYqQHlPM8899xzkAYOV5eYaQIzY4HQtmxOzjg5v8Nqe4qzDUhLIhNtUStkUyfPsegd3nrEq/pGzoWUIoaK1zKZRYihSGaeRkpWC4c5Rvq4qkorgWKriY9xeKhw+0Wft9SU6b3dFH3+peMC3DpljLlhKy4TZX1cbdVKtS5YUsaKiTUokjnLTZdpGT6CMI4jMUZFNoO6WpWCiApTHw47XBNwTYNvG3Ce+SjlJEdrOmcMKWacFwqOYANGlgGdnmS+Qowygg+WOSqMpan+hyklikENWvsOt2/JJWH9pK1eF4jpAPNMs25w4snzEe7MNMZq72e1BbwMT2uduNRdthRMzlo/5cw8HDC+O0qoftD1TARJBXYAhV/83K/x6689YMhniBi8V1zP+ekpj958yHh9gckTQsJVGc1utaJp1xjn6ZoeaCAL4zSwHyeiFPXO6EsVQig4KeQ4wxxr0V2IqdSurYWKTYolk+aCzJmYCyUV/V2+1WlxaDBOL7o4B87VfP6Gd/JuvJDm+Sr3aUTFGRa+uc5vtMZYgmvZ8CKFLJrWLaxFKVlTOWsgJ0qO5KTBkfKN/3tKKhLuvcWLVQepXKf4VoGEtm1YrdesNht82xKlTrxFcF4hPtY6HdAWhcd7q34lgnI/rNVgBTD2RklfagrW+sBoJoWchKDM0LZBpkELeR8w1jMr3obOWmVfYpDqdpXrqbjYWaRaF9qjBsFNE6WUgrOWL37xC/zSL/win/rD/9wia/GB1zMRJMAR/Xs9O6Jdk4ulXwWG/QWWwmF/zeO330SmHQG1ErPOs92ccnp+h261pu3WdN2akgw5FRpg7RxD1M3i217TEzJGhBA6bJMZL58wzxPeN0hOdQZRSDEd3au889rVyZnxsKftBeiBiMRCCrl2b1RZpQjklBBjCPLu4aR5XyfdpcJZ5hbHwp1CjgrXV967KiEG6yjzjLcOoRDTTJxHrFjmcWQY90zTpHl/heFbZwhiKfUEwVrmImSjQX59fc1qveZssyWcntA4j7XmuDEJgZAys4kYvE7ZbcCZ6gTmOAaFRWdAtwW6vVeXrHFKGJNpug4XWkwNDoxnzqkiFRJjGunbhmj1BHTWYm2uqZfyUGSe9f21FltrMe895FI9aDjWRUUKX1O04H3WMxMkpjKu/vrf+l9JttUN7WB/NdE4y6OH77C7eAcZrzGScd4TQsd2c8J6taFZrVSZsVkxmYJ3mc45cvGYovbPPukQLVW7NCMZWwRyJk4DKSWy0aJ0cbMtplAPBlxWsN18GJAs+LbcaEulVglD9c3wOC1m36fdqKrxi7ObtneXm0RG8+6n8FmSdfosglQgJiJEY4nDoHWDZExOzOOBeZ6ZhoEY4zH1mCukP0rWU0AUFSzGkLynWIsJ/qYwzoUVHE1Ey6JqmZJ2tEohGTRVNSAl4cRgsz2qYVKHm8aYKvsT8aLaXHHWLl3btvTrNfN4YNzvyQI+BFJxxDzjU8Kt+qPYg7WW1rYAN05l9ZrfBoxaawlefyZJZtyNfOav/QT/7Hd8GuN4vzbKV13PRJAs89sJxzt7kP6MQOH+61/GxYFN7/nyl75IG6/xHlzN59t+xfb0Lv36FN9vCV0PPtAF9SlsEFaaCKjVQtLO05wSU4m1OySMba+C2imRS6SkTDAVcBcjJeu0OhmLxWq6waipjAuI85ikPJY5C6kIwapFQ9M0LODIZc3Iwq2DpfNUjGKMEIZ0Q7wyZUEdJ02PgJIzOerdM04TC101jgfVxJpn0qxe8YuvO86AQI4Kp2+Cr6eEZRZVMnHOK/98jhyK8HCcaduWYuAwz4S24fzslPOmwzqIJTHGmTZ4VqsV67Am1qZILolg1Wdx0REoGeakz5mmRAdEhM2dc+aSCc4xBEfOO7BCazviPPD4yTWbviOZkRQTtpq75pwpYmi7FWaeGYYBby1t1x097J13jOOI9Z7Hjx+/B3L0QdYzESSAUjmNIQrEnBimAylPnK5WOCbyeI2kmZwmwGBCh7igj6/CzhHVk+19OKqLmBogUqo7lCm4xuNFMT+SM2meCcYi84xkh7EZiuADamu2oEZFVU0K4ERVPKRURcPF7sx6bbOagsl6avRN89TfmkWwxmtHpp6gGhRGy11jSCJI5aNQMjYrmhdRC+lS05+Yq7dhSqqVa6xCe6SmPU5dcNM0Keiy62isIzinQgvWYimMKZNyZo6zYqy6Nf35VnV9m4Z1nok5IUXfn2DdMdBTEaaYaIpOvwGt7ywEq7itXKoEkncKI2pr+gpY71ltNlwcBmzTMvsWiXOtHRyCpVjtEibyETKPsaQ6z/JNg11OzopSLoCUovMYhN1+/3WJaT8jQaK+3QnYjxPJBO12BVVRT8OALTNSIilFMI5uFbChqfCSgAkNoWlwIWhBXWcOLUK0Bsk3OChr1DdRUwaVIwrWKAcleiTqhixFBQiyrVI4pc5Xai1hrIohSFYbApOS4re8Uw5H0SFm965uSjGKQVI9XUGKSuio420hl0wSLVBNDRJXskLeU6yXTAMrHYeEhSJWu3mLjE9NkbJRS+4sQtd1OowT7XBJ0RtJUz1XVkE33Lpbs2raIwo4NB2UqEzMAlShDe/0vRrHUWVOG+WPWOuRUlPJ2rwwtQZa0ARqjCrgBNc2tF3HeB0oJkDTI8XUgWxU8QnvcLnSqkVRCdM06e+tEkbDfs84jrTbE73WZK11ij72t/VJAnB5XXBNYH+xp3GRtmvI44H91QVWZqwpSspCW3+mUWpu6FqatsU2HTa44zS50XmS4qcwZKpCib0Z4RlfRQe8BxdwPlFc1NZhzDqTkoKxnpIzxsQKsLN4ZzDWEwu6wZNCB6HON6xyvv/2f/F9x7/xu/7c/0R2AlmdgjsUB1WKtmRTiTp1P9Yjt9RZyo109W0m4bL5nDF6suEIwR8h7alkgm8VuVun4K5OxAUluq3aTq9B02rXyVpC6GoKqp0k33QYrw5V3juVXjUORJVqhmEi5axgTFevdypH3S1jPdZofVUqdKVpGoZpQoyh22yZ9gOjbXC+YLLgvHYUi+iA07Xa+i4xYUoixcw4TPjQ0nQ94zAxT5GyLvWECUixkDONcQzX1/Tb7Yfal89IkCjPuWDJOdG2hnSIbNuOMg0Mhx1pGghlkdV34FpwnqbrCCEcFTW8ccRcu0SFo/L6MnlXqHzFRlUbAx8ctgouyCIvlDJpDNWiWVmHBm1HYqolQdGpuhaldXgn6UhlLcWoOPStFbOiD01RPko2CxYqQ+WjeKvb2ZZqGFoq5L7itLQGUVtOMSpH5MThbEeaRh0gVuiKGIPPhjlnxBrmeaIUoW9afGiq7I6wPj0nA7MUTYeaBhca2lUHC/ixFuCNZDXMQVNHZxzO3QhZIKI3uDq/aJzX+sqqQn9KqSo9Gop3DDmTbSZ0HfnslMv7LXGYMcXjbQMyU0oE73GuJceJuWRsff/GeaZFWPcr+nFinyOUQkwTRRxN2+ONBzHENNHzWxwkxpgfA74beCAi31K/dgf4DPAq8CXgT4jIE6P9zB8CvguV7/3XRORzH+SFiIGYwbuMyZEgYKKwu75iTgNIVh92DG3oGaesioB1qmxiwoaMaxwznlj0joYY4pwVtBcCKUXFNpnKfCuFPjhMsEjjkDkymUwxhsl7BSlOSiWNQCmemWpLjSUYR0oK119670UURGmrHNHtNaekBKXWYyn1cQaL1j5NNtp2LnUIZvQUTFQtrGq0mUELcRRxGZpAmaOimKXgFjqyFFzQm4+tXg7iNJ3xVTxOcmQqUiVH26PO8SSJnCyLp7oRVDjOewjuKbKVM4GUZnJJpBxhqjQBB7FEnZEs0q2hZVcK3ionvjWG4hUdjG+w/YZhv4cstCiA1VfEgVjLKIXkLLZkglXuyJginYHVds00XNNYwFmmGEnGsz05JeZy1FT+MOuDnCT/PfDDwF++9bU/C/yUiPx5Y8yfrf//M8C/APyu+u8PAD9SP/6ma4zwMz/7D5ECwVmyhTiPIKr9mgU9McThfUu72eK7XovGadIBYCkcSuHx1U6ZbNOEiYW2evrZvtU3w6uXxkIpNcbWFiaY1hPsSlvGtiXmwvVhZDiMT4kt6BRX/Ret1btUzpBdxmJJAo0RTInv+VuXrpWtwlliKpvQKFRdlQsN0SjTsGgf9Tg8w6JC3HZRNIGcLTiHDwqnt7kc+RZJinpHhkC3WmtOj+oe61wDbPBQLdtY8F9WbaWDczirHcMbxK8Gt3e3KL8eRAIpzyTJlbth2A8HGq8cdRc62rZliBGyghXPT7aE3cB+THSrFevzc9J4QPaQcsTSMZdS+f+G0TkVoMiWlTG4IhwudzQYXji/Q3PvBa4uHrM92dC2DUVgN+wxOP6bH/tv+f7v//4PsiWP6zcNEhH5GWPMq+/68vcA31k//0vAT6NB8j3AXxYdFf+iMebMVLvq3+z3OA9TzBz2E8OUaYxnGA+kOJCTKmGY4BFQYQYfEFxVNklVQUVbol/80peY55kyT9hcWNU3KGzWJCfgPav1ls3JKd1mS396UiEpapRpEJLMjESMheAMuQ1EpIrgqUf5UzWB0am3Qb3GjTgKhvCuTsoR9FcnycEIC2plmbDnpP4bio6uLEJZVEPMEcgnIiQxWnihTD1njCKbS6XjeoMX5YgY6/DVYcoCvrZojTOId4gV5bjYxWnLHKWCluc1FdBorfrKS535GGfwvqmbyjPFeEQqL23qhc8fmobQeOygxkpd0xDbwmHKx06VawLzwTKJ4IqCLVOeMQVC26lCYxmPKiu5CNOo0CHftGTjlE/kq8+jtUxz0oHnh2Stf701yQu3Nv591IkX4GXgtVuPe71+7WsGyZKmpAwiDucdJUWu9xeYccc8H47AOmvdkTsuBqZxxtoDcZoY9juG/TV53JGGAZeTknEQDru9tn69Io0n57nsVtjViu1HX2F7ds4Lzz8PqKQoztF6nSTnnEkFXE6YtCBzb+APts4iKmKbxTOkVILR7bW0L4+SPIqv1y6TrbSBXPW96v8NVjtVInhuGhOl6O8tVnnwrW+QolYGKRf1c6wBLAuUxVpVbkeV4J034C00tX4JAeM1SNoqyOCsDliXjpql4KUoLJ0F6WsJja+dNm0+uPq9JSCtMSoeZ7QTZYYRkYx3To1cmwRY+r5n36+ZDwMpJ4q1rJsVMqljQNf1YBwlZvaHHaFtSQhxHGj3B863WwSFFHVW+Soiqqa5Wq0ofLiU6/934S4iYm4YQB94GWP+NPCnAV555RWeXCa+8uU38aEFA4cn1zhbGMY9Mh9qu9QcAyTljKlWxTHNpHFgPuwU7n64Yj7saBAo2qGSeU/jV9i5ihkkw+HyCaMYHl9e0p9sGT/2cc7Pz7m7PVMuQlAcgA0BmaPeXb3XhkCFYucKSESEYgu26BR7Mfl8D9TdlCPo0VYvkuUhS44viz1druW84SiFY4qphK5CMZZUJy2L5JEkrdVA2ZEYfT2OoDKozuNdwFkNEk2xDLZtwHL0V9FrrfKnDoPxC0y+gkUzR0XK5TZwo3SpbWkx2gTxTaMt59qtS6UcGy1KUtOBYwiBgqXpVvSrDfEwMMWZlDzOWRovDIeIS+CdI1nHvrbIk1WuzGGe2MgGFwJzmgg50HYeMRCalp/7uZ/je7/3ez/UXv16g+TtJY0yxrwEPKhffwP42K3HfbR+7T1LRH4U+FGA3/9t3yb7KTLFTMqGwzQovKZkctpDniqYD6jWY7kiO7XzZSHNmBRxJWLjiIx73SA5UYzFm4IxEWMtvW+1lhgnyjCze/AGVw/g6s3XufPcPT7y0kd57oWX4c4dRrHsJFKMw5qCs76qhkxHyIe31RKtqqkcLRPsLbfcuhbZnmUT2sUyunatrGiAlYVnr4hHSq402pIr99xSakBI5VjFkshZeeFKNtN/1qsXiHOVO2MNznmK15okG6FtNJW1NQ0ECEYpskeflCMiWXFtGpcV1p+K2ugBSdJTvHLvvbIw62NTKTS+wVuti4oI3lja2rbu+554smUaD8zjyBwn5pjpfIOEDpM0QHvfMDaNQmrqSTvFzBQz/XrDcJV0fuNbhfN7ZXY+ePjwHwvA8X8G/lXgz9ePf/PW1/99Y8xPoAX75QepRyoBlIvLHaUU1n1P3O0YJWJNoVQ9JxEB6zC+Ud64KSprWRKuZBojyDRyuLwgjjvW6w1933G+XatZz6Y/WisMVzsevDVAOtC5gMTIOFzz1uVDru6/xeOPPeAb/uC349r2XeSnKvOfIaWCZ0EOmyOERANBBScaf5Nuffo//XFsqLWIdQSrFtKl6LR9EaTzVX+s2KyAy5TJKZGzDuWsWGzWYWm+ZY+b6msptY1cxOCxBKsC4d5bsjgWMJpK9tjafl5E6m4s5bwFb6C1rjYZqB1B9WtfFCpLKRU7VsApY9EFd6T/Nt4j+WlNM9BTyxpf39cK4TGWruuI6zXtas2u3SNjw264ot30dKs1OY3EMtE2juBbklUpKjGGNCk8ZXvvDo2D/fWOKc50/ZqCCnAbPtxA8YO0gH8cLdLvGWNeB/5zNDj+mjHm3wS+DPyJ+vCfRNu/X0BbwP/6B3kRBfjCVx7w+HLA5UKcLknXjxmevE05XODswpHwyl602skpZSalPeREHAYO+wPvfPGzvPjKt3FydoeXXnyBF198kY9//OO88vGP82uvfYmLy8e88+ZbPLy6YMgjq00gzhNrJ+RcCI1jv3/AV/7vt3n8+DEvvfpJnv/YJxiz17u5EbwPGHEgM64CJU3JkCd8qWJ4jcUHhV8sKzQO59UjPniFmHtnK/S96nSpmgGmGBrjEIsSu4oCJqc0keaIKYY0CybbqttVGOtU29oAplpAu0DGkeZEKobgIfhGZWBRBZKV7/CuvdWIAG+E1nsaa9QaASgpIkbwXXMMjqVpICg0H8A2fYXvK9clTtr2xqkRaakQ/i50pFSQOSFGODlZs9+PjKuVgjGzMKMp5f6dPQyRdauKNN51JGfUwTcl2rblbL2mTJFymLi83nOyWXH+4knl0hQkgzWeX/jsZ39rAY4i8q98lW/9kfd5rAD/3of4/fpzwP0Hj3QSO0/kaWB/8Zg07tScJhtcnVnolNgcKap5jpQ48+gf/h0A7n7k9/Hozb/HN/+Tf4zT07tsTu7Qr095sh8R4+ldRxxm4jDVSbUBW7ViyVibCF7oMezfeZOHAi7D6u5H8aElzaXOZkrVs4LGBYwt4BxNGwi9Dup8E56CQXjvNUi8IwRXXX9v0hhj63T/Vjq2TNuVnX+8zhThaMOgKvM6qygi5CREr7ithF6jpmmw3io8ZJpp8HgblCwmkTgFDWrv8Ri8UV5MzoUkjuA9tvGUqJKkVpRYdaMdpi5YAsxxqm3mavzjrVq3OVtTQSWneQyta8hOiHUA672nazyltMx5zWaaOOyumC86ikRigr5f4UxkGA/4dsWU9yQsJS9SpoYYM8OcsKHFhZZcIt4HJAmf//znP9T+fCYm7iKwO4zMMUKZIQ7E4RqbEw6pxB4HNmCDRypltJRCmibyrMoYpx/9p2hqwRwTJHH0qxNW23OGODMlS0oQYyGLozhPlNp/p9A2DSBstmuaDJdvX/LwfkKM465Y1vde0rt6VjqsLYLLwkzCFCF0HoPFWfUO9N6TbxUl3nt8cAS/+AuCs1pkL02wTDkGlgW8GIpZWISWkoUspjIq5cgK1NkLR4prnCZaV+3xTCGXGcme1jtkOhAnRRyPFPqugXF3tHCLlUh17/TsGCiQcc5qumt1lmXE35JO1dN+ITmxtMa5wW6JFJy/GbAulta+ZGKKFd+lCpBNUKjMZrPhenPChQnErBi2rrUqZmcTJhiinXRIW6zKIGVom4SJCZcqz8Q55lgUmPohRbOfiSABeHyx4/r6GiszpIGGjEUoc6SUhLUB62vnx9XSWFTAYf/5/4vtJ78d32jR/PI3fJo3Pv+/8Z3f/W/jmhYRyzwlcjEc5sIuFq4rlggi3jgCapugU7LCVAr9vS3DOxc8uniL5D0vNR3d9kxxX0vBamrRqjdW5gImi0JYjM4elmWrDYG95XCl9cvN/ESCggIXjrytsHpEh5ex+tKnmElJmY15TvVULaolhuhswkLXtzTOkKcDV8Oe6+FAmQbiPFLSTK4pVLfdsF6v6ddrQtfS9z3zCy+wXm3o+l5fd/C1Taz1hjaSszYnijnaeoc6L3nKSKieOIUqDIgGcDAGWxK2ZK1rLFirhXwIga7r6DdrbNfBITONEXs9wKrV69u0uFVmmAZs6yEL0zSQ50RxScUIfUPMEzEqJMea3+Ka5B/HEuDh4ycMw0BJI3k6EBDGacRVZKw4g3EWheCoMqMzluA8Z9/6XVz/+k9y95v+CLZY3vj83+GTv++P89ILhsMQefL4inGecVbRwrP1jIClYrZEpx0xDoSuZRgGDln4nd/4zfzqOBCnHfurR+yuHmKbAKwwFkrNc521mCrjmaTgijIng3G48PRJYrytau5atPtbBj2LGHSWpQCutFRB7Z6rsHcqhZiFlDO2KANShR8SkhJidfRRxj27wyUSR+b9jsOTh8xPHlLiiC25WshlMgXXNYSmxYSA9YGmbfn4Jz7Jydk569PzG1pv3+mswULjbLWwqIqUzmlwV4Dmoll8M5x0xMUzpDYqlhPX19PGOUdTQafBW/q+Yb1e02zP8GJIOXGIA2WcCQ30xqhKDkLTBFwu2JTUzyYXhhTxLtA2HR7LeL370PYLz0SQ5AwXV9d6LMeJlGbSNGByBKN3rEWaxnplAmaW9mLDQnt99Ks/xcd+778IgG1axjly8eSSxrasViuyRELb0W3W2LZnjkp1bU1HKZGuXav0f55obCYfdpx6y4whk7i+eKTW1qdrXLHMc9Icu54sMSkDUpJu3sZwNNqEKoPjNEiaVqEeoTpQaRdP5U6P9gAZjCnH50hJBfeSlBooGZ/NEYaerFBQb3WbIuN+x+HiEfP1BXF3RR4PbJwgeGpTWwAAIABJREFUadTulnUUkzF5huyIo8f4QDaOMXjedPDk8ZZmtabbnHB29x6r0xNeePFF+iZQmobOhzpZzywME7OgmNFBbMwVX7fgvmqbu7L0NTCMYRgP2jTwHucSXgxtq+Lnrl+RpwlJK5KBQqTBkg4zzggOT5w0+wihZcgzUoTr3QGTDauzc1rfMO8Ght2BOL8XLvTV1jMRJHEuTLtEGmbibsClTDYRMakSpzze9rTtltz00DSIaxAa6AJt8Lz6R/8tNquOT/zeU/7l/+g7+F3fOnLYHbi/2/Pm5W/QtSvO7p0h3rK98xLPDYn7b79JGUdo18RxIOfCsEtY29CFwFd+7T7YQGh7unaNpJl3vvgb/O4/8ApTMISmZ5oiwXqmaaKIYYgZJwbntWb6yf/kXwLg+/7rn6IJDuuoOXd7hH0IOr02FFqvMp+LLq8UIRZhzoVhykxzIc7a/o0xEeeoaQ6Z1bpFSiRf77j/hf+H4foCQ8LZwp1Vz92PvsR08ZDdxY6r60simbZtIGbEG3AGG4V52NOuVlzOD3lkHM36FL86pT85Z3X3Bd58+A4nXU/nPKfndzk7PacLLau2wRloEHURcwbrvNIUpN4kpGC8+oXMdegYbMDmTK4I4RACTS5gIkkS56db+vMz9ngOpiFyST7saOaBl9aWlCa2mx4fHPv9TlU7c8HOkXmKTMWw8+qi5fqOh7trDuPwgffnMxEkRYTDMJNjJM3KIY/ThPWeNCWCc8pj77fMXcvgDMUGrG0JfU/TeDZ9w+nJhrt37/LCc88zDBO7qwPuySXX19cMc2L3ziOETEwzmMC6P2Gf4TAfCL4lGIWwp6K5vlmdVI5KS8IQx8g0F9Xw8i1ia47utdefnYMqEr3k1MsKtYj2TiU6rbXVN4M6lFOL6UzSjltCfRzlZgi3bKhk5qNNRKlARGcEkyO7Jw+5fvs+1w8f0DrD5mzN6dmWk+2Kk23PVy4fkCuhTURbt7loi7Zxni5YTsOK5597jquYyb7lahp59NYl/vEld7OwOb3DISX2qXB1PXB1fuD8/B73zk9xUpDe0dZaC+pkvs516h+rp42tmLeqM9aGcEyFvNfhZiuqZL/ZbJijwU2RNM1YHynDQanVKXF9fc3mdMv29IyLy0dos9EqgW1KXO/3eNfQb08VxfEhponPRJAIMMWIcU71keaZkit9yVqMVwaccV41rxoPvqXxPSfbDW3j2fYNd+6cc+f8Lk3TIcUiJ46EBR/Y70euh2skC4KnXSmKeHN2hzRcEoLD5lJTIqf1hbXMpWK3DhNFNE2JYgihofUdxiYCFm8d0YALDY1Tll8fbs1InMPXIGm811mKtTijer2LJYCKLAi5Trm9sUdlRm23qtbw7Xw/BE+whesnD3n81usMTx5zfrbl5GRLv+k5Pd8SukAInmFORIGm67AIuagGVnDQGmGF4WS74cWTLZsivPw7ficS1nzhK2/x5TcecP3GGzzyHes756y2p8Q089rrr3P/nUf8E9/8jaz6DjMXJFiCKjPRhqCzFmvJOULl+Kionjn+s7XzVSrOilrjFSOcbDbEuRAPPcQJI4mcdmpzjb5H0zTRtq36xpvAcJgQLKkI4xTZDyMnZ+dVF/qDr2ciSEopXB/2ZKNEGWUgWkoSvAtY1yA2INaDbwhNh29amtCzWm9pvaXva3Hmg0rcBGhNYCUO8S1uNWN2PTZlpnlUKHywGFfIeaYNriqdKygxizAZy5giaYrMuz3TbmCaEzivnIz6ZnrjMA6sKfjG0zWB1umdeVmL6WZw4Ix+7o2t/uwLBkrZfDknvCjaGedUe7dCOKb6fM45yAXvLY23TPsdF/ffYnjyGFcyZyennN09I3QN/WaLr4Y6h1mFw41zmJJrazazXq24c7Il7XYchoExTjz/0kd49ZWPsb37Iqdnd2mbL/LFL73G9YP7jIc98YXI+d0X2KxXjDHxG6+/xssvvYiUllIaem8JBnIt0lOdmeRSjrAifwx+ra1s5Yd46yErKjgj9G1L27a0XaBMLeRImVfMuyucE5zzHPYDc4x85CMvUsY90RWyE0LTUAzsxxmxnn6zfQ/P52utZyJIBJhLQpmgldO9XDSvJ4hv17h+g2lXpKYlh4DzDW3T6dwhBJxtKMkwR83b5yzkYhEf8FjcXPBecL5DslJIMUK3sfSt8ks0/dBX1ViPrRtptT4lns7EObObFMhoaqrljYUiOKtK6F3T0DpP4251tkwNilrMO8wtTFRNpyp7T1XU0XmQ00LXu0DwBe8Lxsw0zpMCNFaYhj3vvPUmh6vHdN5wd3OqUkAVU9Y0DcUZclQ4pODqJlHZ0mAtkjK7w4FhHjk7O+H04x/j+Zc/yur8hM3plldCw+b0nLvPPcf/8dOfZbfbsd/vGfcj9178KP3pKcMYefDwEen8hJx7zKrHBEerEEks5gj5XlDMys/hOFfx3pOLdrmWEyWIOll1jbaE8zBSZk9pGqaciXGm61piiRzGA/fu3dHJu4F5LjirfJ2hHDiME+v16ihi90HWMxEkwzji54lDVGVGazK+ZILvwASc35DXp7jNHfx6zaZbE7oVfduyXrUEbwjOMuO4HiO7saot1jnKXAypWHANJjRYn8k5QSlYI8xpZp4TxoxPva4sqlWVRVA4X4s4yDIwzYXtuqfzAaUmwmrd4tuGVRvo+kZRtnUF72lDwPmbU0VTrsUaoSiZKguuaUk24cg4MlYMm3WvCGnrSUWYh5EutMz7K77whS8Q9xfcbTvWXgd+c8y4KKxXDTEanPFY20HTQ0zElCEVYgYxDu8bxiwMGPr1hnfmzOow8S33XuD5F17maj/QrnZ0my2f+dH/EoDnf8cf5B/98t8C4CN/6E9x79VPIPEukjKHbs/lqudk1XGy2tI4T98FnArR1FmFVd4LclS7d77BTRPU1rj3al9x92SLNY6u9Vx3gem6JV44Hjx6g5gS14eB9brBe8+v/ern+f2/51u53B+Y0jWHOaoCZQg8ePSY9jBweXn1gffnMxEkKWpHwwZLkaQCC1FFBEyFV5j1BrdaY/s1rlvTtD1t46sRD2Cd9saLqCZVUchGzKI6UCLkVIh5uimGRU8JU41DJWeFX1irMPisMPspz8xYpELWG6f+f6GKoil8vxDagKtt6tB4bLgJEnusK8ytz+1xsKgAdAdVcFsn90puslaRtL5CzNu2VSkd6xj2Ov2/9/zz2HmPWGHKmWlKzNcDyTVMxdKtekIwONeRGhXVcCEg3jHEWXFgFsYh8ubrD7j/9iPkGxLf9MkLQnPKnAvTrLJDAP/0p/44p/0FL37yU9z/9Z8l73dcPnzENE3E6Zy+78mnJzjn6LuireZk6OtAUqgt/Ppxqcmcc7dgOVabKcbShkzTeJpJp/S0LdI0RFHqwzQOeGfYbla0bcvlxRWn9+5SgP3hcGwIDNNEFlF0xwdcz0SQLOJqbddgnVFlRfSOE3xHvzpB2pbSBlyj0+C+Wyl91INIZsqqOYUYnV8UweBUJypGUkrMKROPPhaipCERbMnahi0wxvkItZiGgZyKmnWGAMEjXthuTvRUqMQlKvvNOHcsHI+yPnUturSmWjZ3TQ0wo5KgVHhJESpz7mmx7CQ69BO7yPDoQHVzcsLv/pZvYRyuIZ1gJCMxMR8OTICMmchEMp4mWgidzqBsFbrDY6TgoyfnyMasOd3c5TDu+chHXsU3J1zuBqLAxfWBN197i0//0T+J5B2rrgef+MTv+S7e/gd/k2/65/9d0mFgdB6TC4eg8Jyu7elXncoizZlgNRDEQipg1TZLh63GUPZqB9E0DeM46tzERvpgmduGtO4ZcsJsTlhtT3nyzo6chZLUz91heO211+hPtty5c4dcCvM80zQNGGGaR1JOH3h/PhtBojuElKJq1AIOp0LmLmB8Q1it6U9P6PoN625DGxqsA+dt1S/XgeIcMzOQUyFV5Y4SdcA3x0xC6ilTlI6KyoNKvoF9U7SDVLJyN2xFr1rn8aHVAHHVbdaCMUqTdSFgvME4h/UOd6u7dUTY8rTD7fI95HZgKB9E6v+NXWYM0HYNYZqYJr2JtKFlc3pCt+5rkCUkZzbTdGypx5zJh4RvDCV0JN8xTTuICZMhuA7jAut+w9XhwGEf8f0JL778SWYClxd77r/9Dm8/fIfH7zzmp//3v8qnPv199BvPuQ/89E/+d/yh7/kPeOHuKSY0XI8DZZ4Zrq+xwFXXqTjGeo3zjmCp0k43p+tC711OE9AbiHYaofGOrg2McaZ0LbZkBingA9Y3mCIM+z0SPdvNinFOvPbaa7zy6qucn5/z2muvaTrXqLKOlA/e33omggSUi5FjRLJubAD1+Q7gG9yqp1utWPUr+kbzfVMzFGsdpZijj/kwTczDTBxnJCvsxGGQlBgrGNIsfG3RPrsptR26cB2sdqeCdyo2Fzp82xK6lq5rqx3zckeH0PrjG7CgA37k3/hnAPiP/4dfUdh43RRidIMAislCKkfeVkG2ReJIXXGxCrsv1pCy0PWt2qTNEclgvMcFT0w6hReb8SYQOsPGexqvQtiZzMkLL9OfnDIOl6TdNTZFPMqTN12HbzYQHO3pCW9e7nnj4osMw8D19bWKgXc9AD/7f/4Ef+rf+c/4Kz/y5wB49ROvMOFUn3mcmLPi4BpjkaiidlqAGEQcFkUMFxFMsTeNBMA1Kni3UG5BaQaNaFs9t5mUVIzQ+ID3DSU0pPGaYR7pnMWFwNvvvIMNgU984hPcvXuXx48fQ7bV4PS3WZBYoxwMk6MS3Ysy7oyx2K4nrNesNgq+W/X/H3VvHm1bdpX3/eZaa+99zrn33ddUqdT3RghEa0RjGtOJdtA6BkFMTGxsehtEotiAAwwTjZChAAPsmAQCGASii5PgmMEYNrYDJnSRbEehcSzbElJJpap6/b2n2Xs1M3/MtfY599Urqp4IGa/2GHe8qtues/eaa835zW9+34KjsKhcIcCbn2Euii+GTA3DQImFhGn7arHpvTSOVmTXSxSciXPZA6nFdGOnDsNgFO/gkWGBLHpC3xtapLkGSeVd9VaP+Kou0kScoc2070+Qw5NEALQNPlEDxObWDy2svXf0osTOMyw6jsuSnTjObp1BqalT7e+oCLE5CYuAdwzHF617fTwQyORpB+MWV9I8OjtNE6ebM7z3HB0vuT0m0jgRnOPyA8/m8sWL9F3gP/+ev4+S+ekf+ipe/8Y3Id7xnOcVTnfJlP65SJyMQuM6s5/uEKQxmes9KVpmDxbjdtn77bqOmKY5SEzT19EX8zeZUmLnTQUz103MOUfA9NLObp1y9MCDdKHnkUceoes6XvjCF5JS4nSzJqVUa8Cnd90XQeK956gf2BZYlIIrylgy0g1mxXbxCg8+9BCXL11gsehMiLl2n4vY7mmqgLDsejoN7IYV01EyBcJo9UCO0fowWkl5ak5RTeAg9Daa60Ko3hkdXmw0dBJMTNoJWaCTmip0lbTYdSyHBcdDx6Lr8d0wv78m3ROCCVE09ZHGb4IaaBhr2OyoPThrbgbNLDphlzOLhSN0K1bDgs1yYnO64XS9IY0RJ4GipkjROxDnUXGUujBdfwSypPPChWPH4LBCf+mYvLIQ4YHQcdR1LMVx7BzLznzd++Dxokw5MZwcIUX5zh//JRZXbPcXFRbZjHSoAhiWXvpzxXizHfJg8L6YWovzfobCHZCy7G0sgEAh0M2M6TEmdllxw5JhdUxa36QbOlzvOVtvTYsYx8mlyzz83kf4w3c/zIte9CKGxYpbt249804SayArUozvj2oVKvOExZJhdcSF4xVHRwuGLsz2Bo1Q53LtNWilYq+EzvfELjPFyDRZsGyd0C+CzTVgblEdtgNlVVywB4K3xe9CqLWIx+dc7Qdsh0fs5HGduV2JNzu03ls3vTsYEW26VLOQG7UGUauJgBm3F/F1MMm69LnUk60UClUJEYXOs1QDMTabLTHtiNNk98SLCVQ4R0ggvVRzIEGDicMthoGVE5DMhWVgODnCK/QIg6hplfXeVF1qkHQOFqowBDRnfOn2gIQWM1CtFHgVXwmM+3tgm4Kvp6qfT9dWk7R6zWZX/Ix4CeA8aLZ5+6a6Gfqe4uzZUQolZTROaEmMKRI146fM8YVL3Lp1i3e9+7180Ad9EKvjk2cgLUWty6yqJgpdd1j1HW4xIIuBUI9UX3lPTa4GrHD2WD6fRAliMv70Uk0sHWMSijcZT6qlWkDqJJsZa1ZxERuZ7QK+yhfhHV4DzlHTg2qLjC0g78w8xhAbOT9HAfuF4Pa0+PNz8/vvK2IGPyqmQuddwKsSgpLI9A7KmOuQU2EYBlbDAh0SkMljZNqNlJa2EI2L5oO9R/Vs3WSKJ6En9A63yyyPTJVyuVhwslriKcSKqPWdA3FVFlbrfapThy4Rc7axZhfqyWAnBG1uow2FVYBCndTNx83AhAVDnanRUqVjq/YYpilWnL2eLjiW/cConkuXLnHt+uNs62xNY0Fsxh39YmC7OWW56Hjw8gmPPvoocdpy+eLJXX1jnuy6L4IEFD84tuNogtm310wqLIYeWQwsjleEoarGO8+iPoTa6K43sjPSnyp9b2YkLlVb566jTx0hJrrqoWh+6cw7fFu0zVpMvK+L38ZsU7HBqpgzDhPCbkqGQ2/F+mK1pAtdpVbsH0KT1jmEdJVseluKdZtnD3tlwtQPxQnFO5yYYJ7DIQV878wwpwtcPFnR1Xn0zemaTSm4YpJFuykSFboOBgJpjHjvSBl22XzcQzQmQLm1NaRQHVmo8y5K6DxRlVIlvNC6sxPAgajDSx0Mq3Mjcy1VO/sl7HshpW6A4u2+IJXhWWupXOuohnI1fpoNdZlm2OA8i9DRT5Gh6xmGBakfiOMZXRegJFQSXbdgWo9cf/QRnvXAAzx05QLvffgdvOjFL70n+4X7IkicE7pgWlqlVJKhmGr50fExywsrhqEz9UFnKotehEjBnp7RS9Q5tP585wSVhLPU3hZAVfJAZOZLNd912+UUX8Xf5oafmjCCQ0FsyMgfKBzONUYlRtpko0Pc+UaiLTpfT0L7/GEBX5rdsxfCUHfibO+LaNN0Iqbg2HXVHjvDatnT6X6SsZSCk8JuTIBpXOk0kabJXrNTnBaSJrQX+tqsKGrsZTCfl74z0YhBA8k5nE9kH+xkVjGRPLVTvC3qhuzNaVLdHGbXsPoaPYDfa4lRFebbtiLswQ1XN5HOe8ihCt0FOl/ovGfRW5cdZzOcuZiLWUzmO3M09Ey7HWe3r3NycoLGiUff917rTT3N674Ikrrn2GKtA1YemZX9lv1AX1MiXxRfbLF4cbM4QhFqc6xi8GowbMp5v0s7bxNeTmpcWS4rpVoy0Lrne3kfKU3N3bhHJhGqODERhxawFiyeIGHPU2pXDRrxtvtq9eUQkXmgqun2FnH4w6eixgJ2Xgh1xl3rRpG0wNCZtwqQi73unRMK67pYlClOs7xP8AXJE2Nw5HGk7zu6PuADdQ7G4UYxdZaqiB+cmHJlZxJFvTiUZr9dkbvK1jY1lFxPCKmnpN2NtiGZwrzOdVgbF5jT53p6HI4INF5bqcaqM4zuXEXPbd2UZD0uTZkSEzmYPtkujXTOc/HkAuvdznpoT/O6L4KEyt3JVRR5mjKlcxwfH3P55CKXL5xwPCzovSkBdqF6pqNEE+0y+nU13CzBJDW1BoRrdsYu4dSKc8deuFqagkd1flKtQg9qp5yoeYSb+qLpSLnau+h92EPGXTefRN/9pa+c391isaLrq8WD18omiHNvRETwKKWYDCjzSUP1VrSGmnMOyebhmESqGegCj7BYDhxdPmK7OWE823Ht2nWmlJhGE2iTigBmpxSX0KzEPFGSJ049uUScE8btlvXQMfQdx8uO5XKg89bYHEMw+LvrGTo7HTsVSrXJUxWSGorXSIt4I1kejPrP6WY7SVojeIbHFZNWUtn3S5B5Eyyi0Akhd7gGAXehejFiLIpYyG5i2R/hQ2C73nJrusbJasXzn/Usbr77D5/26rwvgkQx/xDAuFhVi0qcp1+s6Ps9nIoYdcN2VHMwytpuoCkhNm4QzlkaQp1XcJZuOTnEXawI11o4Hip5mP2aViTLVxSuzLuWY587N5jT+oLni8L5+53DVbTIyR19E2qNIwbhGlXH7BaoMyetgVmqKISYphvBCaETGydQS6eGbY9PgW7ILFYdOiZymtilRKlKM67oTA8xrlphIlv9I5A6IcYwbyLFGZJVMBXGTgw1a72YdpKomiUbsu9GzCf1HCxycFqcBzGknkDOuTlFo1l41981v+426ZzzLDPVRL41Z8hqdJSyZLfdsNls6lp4hhXus1r6EIhqA0fFCcWZeHLf91WHV/Bq1qmqhw61tpa1GBxYcPXzZU6dzNuiulvZOpxz51LTADCyHOzFJkQNGZhPGvTc4m7Nw85744oJ3JntHtYeDbnzdykcXUsj9I6fE7A3bb0hKQXxBh3bDIbt3pGM6zzdoufoeGUz92qcJklKSRPraZwtJAxud0T26U0IbobZW43RUMU+dHS+q+J8BvfaII35Grb0p1LRaI6Q7cNxuIHUWgXMJKkozptegBNBfU2rqo3fvJG159meaT2VphzpRY38KJDUaqtxHDlaLYxwmcw09vbNm/ckBnFfBAlA19uDuTluyTnha2fbVchXDgMC9gtbqzynmhSQFFtkDc49hFv3i84U6eVgNZvQm8yUmPlnoKJVGdQWcls4IfjZZSuEgKviWe6OAHBuvzgMldO54ytYD4EaPJZX1zpKqAiRMYG9KiWXSs5UcK7u7G5GgUJQAgNHF45JKdmJmwukhKYeF/uZetNqriSmbCjO0CwfDJQYqgp/qABFX4vkuXaop/4MfcNcOziYT8T2/a7WdcbR2qe2qoectbahnC/e5648Hl8KrhgE7thbeTvvWbqBiMIUZ3AmxmhU/eWK3W5ndtfxGUZw1Jw5WS1sxjtGRHROa3y9kQ6BYjeiZJPQOewyFPYwY86mdmgaTpa6Fd1zgRQsGHwl1h3sKmad0HB9S6ut0DSvdOeswdb1nsWwONdNtibaE08IqUdXmx0BrZ6FzP/W48KaqpXNfAjAeISsFSWrp0pTZC9Z8S7gtKAqFEnzCLI4RYKC99AV1HfzsJNXtXfsXUUVDezo+mBqjq4Fhz93onjvrWbA41yH98GaffV9OO/mDaZdzatEKBVoMLUYVebGahsjQHTuw5RST8Oic5fce4eLVhvutlvGzdbGnFWZpomhaQ6UjK9UmFgyvvrZ9FWE8Ole90WQeO/QacRL4Wg5MI0jBVtAnff0YjtT20Et+6gzCVJqgXf++Gx2CKpauVtPbNzpHadGPvieJuLssIWWMVFm04nyB6eJoVutyXm3IDHTnnoCiXl6hANrBtH9I2vpmFRW8OHrdQ3ilr1fYTshVS2hETEFxa6ztKzUGkicr/+aJJEUCxLVbCag2oacrNM+dB1g6Uvf72uuuQcyw9kNLtf9+5nrrLqoZ7RwL4/U3lO7P+1Yt9t3vkZxztVnee4JGxRfMl6LQdP1dWllK6T69xu72HlvXvVwTqTjqa77IkiOV0su9YGT4Hh82lLiRMnKtN3QFXOnHdxeYUSbBRqKunoT1PwPHTB0nlTpEhTLjGfHKLAHUmpqpUarn2sR1Zm8GBwzW3fR9XWuQVkOizqvXq3SKqFRcZUrdT4ggxd6H+irOQ4orr6+Vgi7mmJMxRa80lLL2mj0arwlJxAN2aokGZMeEubOvzMXIiRnUjX48aE6EneFrgZXKGbI0/WB0B+QLmsw9H11vWqFtAjioQuD8USwRV1qk9H7SlSVBkJYgITWeMWDNtV9sYxBC9IoPjTQxey624Yg3lt9CaZcj9XrPiV0nCjjlqCg1FOiZLphYNzZiTnFjMuGiDnXURSe/eznPO31eV8ECSgpjmiJ52YKQtfNu6VRTopR3pt3R1vnDQERrY2/GUW1z1sudjB1UlGW2itxKnVB2oOhduVbiuBqehTEaolFZfv62t9pBkPttXzXF7x4fmdv+OWHcceu1iFq+TWmPpktBJCDYr+hPQXrp2jtlZrsjr2/c8VUUx4RDmqNym+qaJiqIjmbVjBurte8mniFC/6cRi8c9It8sAnMtoidccDa6XBIs/G+1RFa0bh2itrvFCu6TEyughGWNtsrmkcPmm0YxQyBqvSQFlPPb70tKQWfzPLBaWWNe1PiD11HlxONEwa2GTamxL1c90WQ2O5XxaJD6yZPJv0iAk4YqxutKd1aKpXsoKhUB1tcTvaFOzAnYVJXYsnmBFvq/N88Ngp7qFismdk5X/Njy6VFq61C1ag6B+2KI2aekOq2XkyDcF0NEFeL9bnJJhDrCfSkvWDR2ik2RGd+jzW1NN6rnSralt6c6mBTjdW219d75UXntGh+Hq5phAW8F5CAiKLq7Htlf09bHdFSLkcFTOpiPKQ5OtcC/WDoTGyTsv828GRu5jpXhfeESK5KMsbKmBu9abKg0XyuAdk2231tKTOU7J2DZ1rHvaiyumBas1PJlJJBPH7Rk1whYX7niqts1pqH10rkMH9t1Ix2OazXMMOFNveDCfZUuLU2Mdv3q0JRU213zopmqR4dQ9fNiFRfTThFrCk4xVQV2PdXO2Xaa6MiumbQae/JzHO04vwWQO09qNZwEHPapRy834M6oKilN227mLeNthhrz8jXAqj1ZlQFFzwS3LzrmtuVOWThqJ71dmPavI07MPyZT5L2p+oJ4+qpYu9Jq4tXI6U2lZg9wtWizzwoZb95iRLb/St17LoUNCWm3Y6SEtr6NiVbGodplqWcUKemA42ap02EfvEM65OAcny8YrVaWb+kC+RkGHcuxQow56CacXq1vFepC4SWchk6lLTOj7TAEKm9lf2i8jTEy0iLh19rzk1lKgZ/OmHojuYTxAAE8yH33pAonKuA//lduet25iMtAAAgAElEQVQ6m9uXxl8yu21X07MGRDigEyGJq9ZwkLPOC2huytW0sgXInKbZOTyDAFL9DltHX3Peu4W1GfoiiJQ6r+FmWHq+B8XOW6OyVxZwbYJ6Pye08/d739KveopUKznHvonYjEaBPQqmhWzF5ZOfohz2m4zZmqfItFmTphGXM3QO0YJznq5Ta0pbcmuK+CmTpoRmYDH8EX/p/HVfBEnfD+YzHgK994zbNeRAlxM5KeoDhWgokmZCBl88UQsxZhxCKuaMlNXSlozlr3bE2q0vQFLj5wZtASaM2R5yKPZAc7Q07eZuzVHoWFWZ/+XyiGXfcfHkyPhkQ0CLsJsiuymeQ8fapWLawtJSido4i6gNYjk3kxu9momPqUSaCDZqLr5FjSqTc2acprohFBCTTWoei87XmZrcKDW1qSehJqSWsoqYqajWjaLZGIm2fpEYT6p+iMzNbWCfIjKnnCDV011LtjSuAQHOxC2cFBsVpp4ZdUNR6u+uowgFbMPBzvusmawRLdh6yJ7tOjKu10y7M7qAOQM4wbQB7EpFzapDTM0+a2YIgec++wFEnmHcrdAJ/dAZIiVGDycW4xrlPOef1DmLrKAlW2GrStLWddd58RT2aZdUt9ucs+3i2A0Eqi5XrnMsYjZrOTHlic24g5Q4OTma4c62wyYtaMzGj0qZKSZiybV/cP7yTs1euzIFipZqWSC1T6Jzg9TLHsxuE5SmlVfrsJxrt/gghazwtdaegKsVtvWaKl39IAU9VxPU80P0fPMVqHP21SV4LkQs1Nql2voYlusfshfqd9TGoQWKUIvyw5Sxpn/l4BSWWrO5mh1Yb0fqZpFJeTKR8lKs+YmNPUs7fSsyGXP1J7a8mRgzFy5dJO5On/b6fEpSvYj8mIg8JiK/e/C57xKR94jIv64fn3vwtW8VkX8nIv+PiHzW03kRjSKStRCxh03fMaVIjHHmUGltgoEV+aYTm/dQav3I7Psi8xxD2adgUdVUU1SJWqrnoLFoUyk2Qz1NgJHphqXRGvrOFtwYI7tpYrPbcbbZcna2Yb0dGWNkvINdKoWaR1taYSotydIC0VrIa0XkDPKktP/fB8phQIDt8gVHLkrKoEXQIvP7vLNOO+SktQLXqfUTGtX98MMd1A7zQ5rHa4stwnrN9zZbPdk86r1YWtmK99ZUPffgD/9Gfa2Hi3K/CUBup0t9f9M0kVI8V6yfe9YCY8kkMENXV031/gTQrb8P/F3gJ+/4/Per6n97+AkR+WDgy4BXAc8DfkVEXqHNK+zJLsFkfEKwYSXx1t/IBdUElANaSjs5bFYi50wsQi6m4ZTVimGtEC+1CG9d21ysvhGV/c1XrbypipS5fZNusVhwdHRkohCdp6Q6N6/mW7gdR6aUyWoqIHeCJqUUSjXZwbd8XBGSmZNWdKk1Sg1S9hRt50vNFivU65zHuVz/jjKlRCz7xSaVjds5h4ib79m+JrCJvzhNZLET/JzgRAuSgxOl9UctYBuHmtnFqxXhMqdlLdjqmSN1lrEeQrWKrPB3C/w7Gr5qQIOlzXaCtCBQTVAyaRprYxPIbTOwDxXrJUkX5vc4TTaROU67pz4dDq6n/F5V/TXg+tP8fV8I/Kyqjqr6DsyF92Oe6ocEWC5MEFmqfQHTZE29O6K+7RSpFLKmuTjPut9FDnfdw51F8/5r7WqCcEWY4UXrehdUC6vVisXQWQ3YUq2iTCmyHUd2U2RKhZTsNf3gX/qw+Xd/5z94h9lLT9mca3NE1LB6o2bNUWxNNmwXbXPwMzxcP9rrnWJmSoUxJmIqpGzo1n5G/Pz9OrwHpRSzK6hpW0q2CZ17Hnfdacu+PyM6p1nt/8GCybfTRrRCzAeF+8Fp1H7nnc/qyT5g/3xKMbG59Xo9v6asjdFcg9wLrvMMy2VtRirBC5vt2RMoTU913UtA3Xl9o4i8raZjl+vnng+8++B7Hq6fe8IlIl8tIm8RkbdcffxxXvriF7McBkQdQTzUI9qhBgnXq7T8+yAXz3e5mYcfZEVT9TjP9aMFTpFziyjGSJomcrY5+QurI2sqanVtina8l+a3gaUBVhief485m/96ian6sNvCcpVT5p1pa7k6M996DE1NxTVKcdZqVWAjAiklxnFkN47mfqWWek4pkVM5d5o5daY7VlkBTozqs1osWC0GhtDtU7s7npHZ0O1TPntwhgcfNnAPU1vq7/FzZVIOfq6edu2X1mu+/w1sKfKE4M71VCnFrLDH3Yaz01vEGGeFzrbBxZJnSdqu64wyX9RU/qfIx3zMU+7b5+/DPX33/voh4OXARwCPAN97r79AVX9YVV+tqq9+1rOexate8XIeuHgJHwuMmZOjYwYtVZ40MmphTIU45bkIH6ONak4pzv+d6jMpxX623cCmytiLo1cIRSqfOuEViIk0RUimNZW2O57zwINcPrlAUMgxslvv2G5GtuuJ9WZivRlZbyZ228i0y/zQX/6IBgYB8F+99uV82xe/fA4QkzSqza8mqCB7/Vvb1a352JTnHWa7QH0/JSmlwHazY9wlTrcTm83IZjMyjpHNesf6bEucMikeCDAU+2ipzZ2axIf1CDCrkrgDZXxxNaVpJy3lIECsoTdDujmbcn8pcyDlkiyQ62tKJRsyV4OjFJOHmnW5SjHKULJZl5Ii47Rjc3rGrRvXWJ/dRvDkImbTt1qiLuC6mpFkRXJBpkRIiaVTjldLvuTPfRH3UpW8X+iWqj463ziRHwH+Uf3f9wAvPPjWF9TP/ZFXe8FHR0dcunCR9fWr+CpbScXxrcRVVPJcn9gcgt3skk1GB8o8a9Aud/Bvg2lFbRQ4QRtoqA+fOeXpvJ/ns513jHWhZjFqRsyJMeZKC9FD0Md6HfW/v+nzX3rX9/0Lv/UweW7qVcpMsYGnIA71GIrGAZwqMp+xpWQ7FdXg2JyMOm5mOVXsTlsRXeuI8+BUTVeeuFfOwVV1vPTgB1sjt32ffY75781/SPa/yz69L9zvTKey6pwC3S3dmk+UlIjTjmm3Y7fbVUUVh+9MVtaCKqHFPCY9Qu8dJY4Ijs6bA8G9XO9XkIjIc1X1kfq/Xww05OsfAm8Wke/DCvcPAH7n6fzOofNcuHChIi+Q4kR3ZF8rUsiYt0fJuRbgpZIY23HdZtEtEA5RnlJNZFAIrUBUrVSTjOZCTtEm9fQg9RHjE8UYQQNTyuymiE4RFc+UEj/x+k+7+z16Glnvl3zcC+76+Z/9F+8F9vSQouVgx98vMrOpNgLnPhCsSZlTJXT5OofuGwXmgDnTGNR31Gmwb9TOdI7ajG0UlFmneD59DsQfDn6uBfc5ZLyK5c36BO00KobYIQbApHJHLVUKJdpJP9WUGO8IrqfrBnznkQilbMl27FFyxOVE5yBuN7zoec/loQcffMpnc3g9ZZCIyM8AnwI8KCIPA98JfIqIfES9l+8EvqY+uN8TkZ8Hfh9IwDc8JbJVr+c89wFe+JIXMSyPUBzLxYqp9Tkazi+CaPXBK1obc8Xy9BoMsO+gtwefKiHPU0l7qpCtX0FFyFLOdFUux8AkK/4MQYvsdjumaWIaE1NOvPlvfc7d34jCV/3gb6J/3V7L33rz23jDX/jQp3ML5uvLPul5T/q17/qf3mZ/Rq02UTXnKMHR9/tKoJ0kDcrdp0X7RXkOli2cW/Qie8Lm3CJhz6Ru8+kzIsZ+XuaP2iAOQYE7A6oI81jDnaeIpowW83ec4o7ddoPmSN8NBCdVejahziOhhykh1XNy0fWc3b7Owgkf87EfzSte+YH39DyeMkhU9cvv8ukf/SO+/w3AG+7pVQAS4JHHH0P7jtXFE8puR98tgNpQS1WwTPbFuxVyDdHioJCuKUD73VKn5sSgUFtUpdIh6sNxJsGped+IKtSAi5HdbiKlxE9/+2c/6Xv44r/9Kyzf2PPm1/8Zvubv/TbLoWexKHzHL7zNPOerdVtwjiF4vu4zX36vt4nv+vMf9qRf+8I3/JO5ligYFDqnXY1xq5DlYKfnCf1BAOvyF5sgbDSTdmIANB927hIQd6Jj5SBlm6c/pW1qMpMx29lyiFK2f3M29ZOSEuN2y9nZGbvdjj70hM5m6+MuMhWqzbbxxJxzjOPIarEgbk4Zx3Hu5j/d677ouCuWGZyNO7LzbGLmQugQb6b3dWhk7kQbVaH2OXI7iu295z1Pbv+w5jR5//2iZS4QWwqRUkZbMSmlNg1Hcpp40994zV1f+6d+88+bx4ZzXIiRPgT+wvf+KkOX8AFcdkhy1d7OkbMV5JOH7/vffr/OyLu9TrC32ZUv/dhn3/N9/MVv/4y7fv4/+f5ft76Dq7KsB/fnfPf94PPsrRBM8KLpadX7iOKK4p1tWk5Ai/HrDpt1+xNhHwD2SA6L/ifCvXfC1s1kKceRaTcSa7fdhQ4nnpgym3EipUzoAzhPzDs6EaZpYjuuWQa5p9n2dt0XQdJ2s9e+9rW86Wf+IdPQc+PWTRbiWN/amG3ZZDPJhooUklrBHKdkHeeaGpRcC/05RdinZZQyd5u7Ot6aKUy5WgNofXgivPW//6onfb2f+PU/aeOyzlWI1dKB9XpNLolFCuShR1xPRkjaRNUgRCPneWfFufNtcs/IkFeuXAEp/PRvvM9EFdScia/euMlumoglsxkjuzFz7fpN1jvYjhNOPP/kDV9419f7ptd94j0/k7/55t+vNBorunOu6S7MszRa67uqqgWcn+MpNTCSlrkhCUYxOgcbN/SrQvYqjlSyIZeVNpRS4fZ2w+PXbnDjxg1KTPTeTGZTKeziZBaARdExQqUi7bZrps0ZHYV1nPiBH/iBP5GO+/8vV8hweQgoAT8cE8u12WdEIqS+gCuV59Oj0YiKvqZPZj2tUBwF2dPpXSUUllw9TazjbDKfxgOTqJCU3/k7X/Gkr+/jv/nnGHfR3K+u3aYPgeViwTAMeO/N0VeCiaGFQEqZ3Zht9NhnRCCWUuc4lC4VSghosgVidm+K304sgmPRd3hPhT7LTGNJKdqkH4nQeVhv7CGWzGd82/8MQOcCy+ViPiV+4Vvvfgr+Udf3/Mcf/KRfe+M/frtNiNZGqE1F7nd/odUYtaZE5iq9gSawb5WU3BqCliWkRh8SmAR2WtjkxNk4cbob2e0S05iRKiWVtBBLpA8GcriSmdKI5Fj7Jomkmc6bXfUzNki8gx7FBzOjYehtgcRMnhJl1dkMgSq+ng4AqDNhNxRpjcF2dIuNwhp1XklSZtRmXzAKv/n9X/akr+sTvv7H8F1PjNG6vGcbbjz+GH0IXLp4kUsnxyyXy8p+LYzjWPlRC0pnNdM4Jag8LRFb8KEonU9zqldqCrPdjZS+owCdL/MJ2LrNsO+t+NAGqjJFWivS1sCcKjnHa/+bf0YXqixQH+aBKOfhh/7Kx93zs3r9Z37AXT//P/zqO/Zo2ME1w9vsIeJzKHSrjxqaVRuCMWdiStaszYltnNjsRrbTSMqmjZwQkqpRUKgBmAu9wpQiJU0EL5RKqRuG4Y6//tTXfRMkqvDAZSHGyHB0RElHxPWWzbhls9sR8hJ8y2uL2QgoJKzwzmIU+ZmfBfPQkc59EGbmMOr4tTf+R0/6ej7pG36C7XZN2W7R3UgpnhwjJUfG3ZqdKnHasV6fcuHoiKPjFUcXT2ai326ayGSyOrq+ypS6OtlXlDRG1nlns/JdR+iVYeHQpRWaRQ3jb4tqjIkxRlLJpnziHMH3iDdfOCk23oqzwbRUxa+sF2h+IILpAuxbOsLX/djv4MQ0kGf2rzNw4Y1f8eH39Ay/5pPv3g/6kf/j38+9rZnhjLGg983JfbC04tLE5SqqlRNxGtluN6zHkUkULx7tPFE8efIUjSZGKNh8/24k7rbEcWToOuI0cunKlXt6T3AfBYkXezFOlMWwJB8dE29tzCt83DLki0YEFBuWsh2nMLVTQpvjVXnCdCAHDwIR/sUbX/ukr+OTv+VnbNItmyyPFYiRki3YgmSOjo4YJ2tmrTdnnJ0OXLlyheXRES74mlcLSKn1kEn0lApllymyvX3K+uyMUgrHx8dcvHSFS5cCp7fPGFaeomlPSoSZUVC0KbjbXHrXdeRciEVn3atUis2013TLit8G6+41ukpTcJznGM8jU9/+s79rA2PVMsJj//1ffuGH3NOz/auf8OQo3o/86r+dOWpQ65W6qWmyEQZRJU8TeTcSdzsDc5xD+p4wLMnAVnakrAyYnca0Ha2RWjKds8lIkxJiT9N/mtd9EyS5GOX/4skRj10/o/cDrI5Yr9dsNhtcAqFapCnmyYcylTrtl3WmL+S0vwm+NhEF4de/7+5p1Ud9w08SvKfzQu99neEw0TbvxIp0KZTs8H3AXbrIlBZMu8gUd7Yw88Tp2S1C1xFKJPQ9A4OZmDolpdpjSJHddst73vEuHn/0Uc5OTzk6OuJ5z3shL3nJS3jZn3oxLjYXXj+/hxgt/SDUTULdLC1qaaXRP5IWpJLIvPe1MVKQbPm7K9aUVVW0uCq0AMU1FRNTnlBnsHimKT3aqe0U3vCPfg/vjJHQuWqPIIW/9hn31n8A+Kuf/Iq7fv6//l9/a8+ESJm02ZDO1pTtDl/AdwP9akW/WNhMiQgpFxzC4B3r9QYfJyRlS4VzZnV8bL/8mVqTOA8Dyste8BA3bm2IyeFXFzjbbHj88cdxz3sJoYgJTWcTWx5LJsZsqVcuxJhIyY7qt/53f/FJ/9af/vqfxHIRVynvqSJew8z+dV64fPEiKU8QTbrGVUnQUahSQ1JrJCGOI+vtlpgSGqeZn7QIfibadYuB5dDTd0te8KKX8OCDD3H75nVu3rzJo4++l2vXHqMQefZzLtENjiDBSJVTYjNucd7TLQak6xDnyWpiFYu+RySymVJN9yK5KD0CzqNFKWSCKkSjZhhp0U6lXExyqBnoOCxQDNDSKo7RpIHc3EA0prKBEqLww//83wHMrIBGQcns68R2X3xFyr7uU155lycE3/pF914rATzw6s9EtlvcuEHjlqMhMMbIlCIvf9lLjHF9DzrAcB8FiWohOOUrvvxL+d3v/l7y6I1Ooontdk2KppYyxYgrjsXCU7I9SANuZR62+pdPEiAf+41vmh1qpY786Z50ZGxj7w01StgcCOC8JwwDmgulZEJVEFHVmjfviYQhBKTvjKhXCuN2awW3cywWC/LxisViwcXjFcOiY7nqufLAZeI4MU5bSplYb85YpIBzwUiaU7J0p+/tbxiNGLKdUk26Z38v9wXwvv9gItc+Z5rQd2vANuKi1pR038TLRrc6AAWe7GpgQPvZ9rmqOvuk19/753+w/9spk7Rwtl4zTRPf/eWf+jRXz/5651v+8bn/v7mzfy+5gW/5pm+GuwALT3XdF0FivFS7sZ1XAsqw6FivN6DK+vSUOI5M0VIDReeeQSmGr//2G58cofrIr64EgZRIuZh0Txu+csa43d+4vaJicKBatbWcBWLnWorjjKatiZzMtarrOoqzGW/XZidE2I0jPgQmL/idLeaT4wWro4GjlVG5g3ekPFlKiQ1q5VLnW3JmsTwidB3DsKD4atwJOOI8txFCqND3vksdKxLmiok3pIp6UYrpctVR2pntK5Wuo46Mq8x4myVR9QdUEbsfbVO2b9v3slrDkUqD0dJAA+u3qNsrxregKlWArjGB/8ab/ylnZ2est1t+49d+lc37riK58O7f+gf3vMZulpE//5XAV8IzFt1q++Cf/biP5ENe+TLe+ra3c3ThAtvbp4zTjhQntPrKBAmoCs4Hfv177t5AA/jIr/1xYN9IVFWmtNcJhgobVjlTV9U9pOjMzKXuwq3ol4o4lZKMT5Syke1U68J1NfhMtRGvjAjNpxGxBZdKJONZdJ6w8HTBU9Tjm1p+Ac2ZlM2w52ixxC+GKr5m41lRMt4J2Zn9QhNfsGL9QPGkDhnlXPC5IUwJVGYBhwYZS/0dpSJKRpcHOAyQYq9BG7u3ESLrf2tz4bWTKR+cUO2bDiWT2r/Kfs5nTJE2XJdyZLM9Y5x2DAqv/JQvZ7FakQNcv/4Ym9u3iOs1aVyze/jf/LHW4d2u+yZIvPNQJi4eBR44OWLozKXKeSGOE5Kj7bGqRC/8xhu/5El/16u++n+031kffKm7qqoahEpV11ALhoA3UYZGQpc9R7XBlnogU1SK7XrzKG+Otks6s3HzDpwP1rxUZS06MwJc/TeXhFJwwdF1nr7zOHE2P54MhChSVeJdZ72Y2j9pjrNBDaotXiilDms5JSN2CgFJHWih77qZCtI66E0eCPZCEfsTZb/Dt4DAGcuqFFNkKZiKZrvHpaau6ioczZ5yNAdDow0J57rwYOmgzdRAE8oWLUzbHdtbt5hOb1KKEqYd6XZgR+Ls7BbTuLEg2dxGlpfpvVI2a1bOk9OIE89tffoq8nde90WQzIef9BwB3/J1f4l//bvfxhR3rJZH5DTxG3/n7nXGx/xnPzcHAFQocbern9v3SWKMRg2p8LAy2UPwnoUPDF4YEDrMYKe4KiwAs3iEYth+5xwuV2i0s3pgPY2VSWwLLwj0AlBwWkWyZ2Kh9VKmaaKvI6/BKT5A5wO5ZLouIH1VcQ89w3JBFmuM5mLgAg6Wi0AnIBIp4ikkyMo02cSeE6VkYydYzVRIB/fKuQ5ULChdwWkgdIZyeddSNyM7Nls8cdbEA1B1iCvWj5nja88DNilaP3/RLK/rhoHxyBorz4swpUQQGMQxxYnx9IzH/vA/ML33HaSbt4nbDQkhl0QSCBdWUCLddiTEiaUPeCesnSOWhO96kipv++1/xYd+5EfOr/HVr3766/O+CBK7hFypIieLjuc/+yFurx/h6lt++kl/4qNf93OUGiBzmpHSnBa0fklTWRHFdJ1KQUv9Pp9weQHJqPG+OvvODxnbGRFf/1bhTj3yNvdhsLQFkgM0R3Odcp5UJwF9Hc2lWia0EeKcquaXJttua8HcOvK4ZkMhltOLCctp59Gc6XMg5qp3VbvOuWRjS9eeidk++5keP6dOxdvQWBGKmHSPFfV7qVC7fzJrBB+mVu3nzDF4j2RZ0S7nSoBD7a47yYy0dKwUXCloNG2t9Y2b+LhBdIKS6NQsFXzngIkURygRT8FrNn9HtSo358xznvMcusUAYl4lIdzbsr9vgmS327EYjBr/gS++wq88yfd9xNf+OEiHC4GZWYrd/Plm5zJTHHLOcz0SU8bXr6EJVPGdh5RBqp2Zt9HWQ/nUAiQcSQsu28yDFEzBriJkwfd0vRJ89VJ0Dqcm9z90wQiMrirQe3MSDuKMiFdqwIiQNM32BE1xZJ4MVIM4ms1AEUGyFeQ+gMTzeT7ZcvoWxFCdsbyfFRjbPQqBWn/V+wZz89aYv27u2xQxhfhGx5faOC3OdMta1aM0ZEsrQlbrnfrZOdtSayCWaA1UzZk8RTanZ5zduMnZ9auUcUMokcxYG4/myZIoxJIIjWxf369B++a58prP+gxe+cEfBBiJ9BmLbvWLBTkz2yTfeb3i87+DxaUHkGIyQyUrw6LHdY7SaNTZCulcuVxakSFNFig5jvYQ2mCP0/rwa5qW2wJzQN7bplUl9CIGNN857lpKQYLHu6465ZrYtNNCzkAXjE1Q6R7Be4I3M6D9PSizi62K1IlCTIaoiuLZ7qxVqbBR3K2Ixtu9a14owTmS+D3Slcy3XVMxqzWwGi+bdq6on5uMtquXWVZodqQqdeFXzxNK2U8cOqUUs8XwOLJkS7MU82xvKpoVEnZqE4gNIFEtTDnNDmRpslTr7MY1zq5eRcYdkhOaRnN1FMFJMDnaHG2QTFyVlKomUN42ts/7vM8zRkFL89wdxdBTXPdFkMhb31r9OZ54veJT/wpj7ihnW2SxpfeB4C+gOHypu1uV6oRCqYs7JaM1+FyI6w3LqplFtDQrO5uJd7UIbiaZqlJ7Lx7nCmgGLQzF0izzis8UDAkr3iMqtW4R+uChM0nRkpVdyWgX9gtODa0KlCoMl4kl4jpPcorrPDQDXudsgTVBbQHjDpiZTylKcYEskYSSxHoe1jsxICIWYw80hYwYI+IVO3pAyDgNSAZC1REoJr+TcjXgrAV+wSFiCz9nQ9ZamMciSPWkLFosuFv3vqZ76kxDy0iprnqN2Fx+IoOD7W4kTYkcM6fXrnPz4Xcx3bhGX02HioMpZRObCx6fE50aCzwKuNDPdU3JBeeEz/nMz7YEWG0jOlSzfDrXH0dS6E/0euR24Qv+8t9kGHp208SuDv7HWBU4spInkwua579b/k7dnbJBv14z5GTwaoqk7Ya43aBpQsnWcRchlsJYTNVxavq6uSAlISXRY94krgvgwgz5OjFcbJbtcXubaw1GRrRZctkrtnhH7wXvwTeUSc2nXII3eVJvmNve2mCvbOLnk4TZzNSs2oQQDtyAgTZboaqUAwUZk/Fhvl+pPFGXrH3tcFLwTgmn+ee1Dr9BlUDS/b8cCniUc7+vpXyxxLmG2pyecXb9Kutr1xhv30JHY4TPHC/X2b0vBa+6V7us97/DUtIXPu/5VoPoPg19Rp4kUKfbFKNDKByPwuv/+jfwuu/4Xo6OHY88foPpuiB+gcoIRKbiWC6OkeDIzpGyUIqrcyMJH7yJPPSezTQSNKHbUyRNiAjv/vUf5aWv+SamtCQnxfmlLVhnzbSld3QYWtO7rurJOvJUyK5UwTpwWnAaudgFqzWwzxXpKanCsprrCG+gd4aoddVr0DmxAaLQEYKb+zgZU3HXKtUuMFsX4BxBlRIKQYW+E7sPJdiJ6Y0K71LTQPYoGSeZjmADXwqdd0hQXGj+jXX6sAChoFKqe5eQi1FUPKa0mUpDuOpGlVq6WObOdsGeqdAcfs0ktmghiSXGjQafYiGNkWuPPMy7/+D3ePvb/iWnj70bnTbkqtKZNdCHjj4sKeoY16c4LXiq4t8U6REmzRxfOOGnfuqn8MNAmSbc0L9fa/P+CJKP+ig70orBmiKO5QAf/qoXcIZcBFgAACAASURBVLJa8IePPAxS2G02bM7OkGFBGJaknOlzRnLN1dWhTgjBEfqAdB7NJiW6FcVNBfXKO3/7xwB47qu/kkfe8gN8wOf/F6xEWQwBlYBIwHmhd0tCzDitVBQgKhAEkVDTPKPmezo6Aq54VBOaLPl2vpsXi/c2i01VF5QgBH9o2BnwzoxzMlW9UhyIx0ktvKtyCjW18gXwDtVASSbEbVmO6WJZY7SmZmLQbV8XsK/Kkao2Dag1ndPKKC5OZrsGEUz9nkIqlkrludtuo7xzbce+MSgi4GR/2kFF6AwFS2oMiFyEaTRhwNOrj3PjsUfY3HyMHNcMvlBcRNVSstD3uEVnon2qdC4wpoT3PS4s2G63dP2SS5ev8PF/9s+CMAdIK+zv5bp/0i3FdmqpHe1oN/SLvuBzCZKJeYeUhNNMypH1bk1SS5XmByTW5e68x/cdvutwnScsB3zvwalBgcADH/IllDxy5cO/hEcffhc3Hnsfm5s3SesNJU5WiuCMeekCi25g0fUMYUBw5AJTLCZzOkZSzITiCWpe897VBd93uC7gQsD3wewOKkFSgqs2z9QZkMr0nYNmbwHdrubWK9r8CCsY4ITey+ynIpqrQHeuyjBV0VK1SvUoJMXlPRvBHkNLuQ7F59rX8pw6zd3wgxTtUGL2ULt5rgDUMc9Vw6w8GXNV6VelTJHb165yduNxpvUpOm0pcVeZyYKEgHaBWJRdst5XSskqNXXc2pwyKYw58Y3f+A1Qm5PaBDGeqdyt/VUAR8mF0Nnx+vyHLuMwH25NE5vbN41Je+ESseQ5J/WVY1UwQWkBii8kFUrwUH0O3/7PfpCHXv0VJBlJ2ZQ3dm//JRav+AJcAqJyrAFZegodCeiKsNtEnIOY4exsyzgVypjI0fLo4BzJewKdqXe0nVmsi90FR98FnK8oWTDipIRKIHSKuoL6Umkgrs5vWDq2F1KsJggitTbIIEJf+y85OMZg/oWuKsKgiZINdIjFEVIiiiHYXYVmfa1zaLDzwbUPAmOZOxEbH5Y9LAy1+VqKlWBub+tmfU9XT48qAuhsRiap6RGnaIE3jVuuP/oIZ9evQ57oBCiZlIRUu/tTLsRYyOPEpb43b3ZxqCYcSt97CpkP/tAPscCqTeMGcT9jaxJqdxqaRD7g4NM/5UP4+Fd/OL/4a/8KSZkybcjjDl0ly32T5dnULq9ztWlW50jUYcaUwdyOXvLZr+Oxt3w/D37cV5LShIsReeATINzmkfEdTKdb8qbQHx+zWxzjcQSEldquPalw6/SMmAxRaeIShcROhB5AqooiGekCzgd8cAx9j2q1dZNgsHFwcyA0y2vnziu8i8zuIHVc96AXgs3pG/Pfk7xjETzBa/UpKVSZR1Q6K5AVkkBxwVaA2CxK2/NVpVJG7giAukjVKUmpPZJK4JGaXsEeMq5PVLSOVwNSaTJajJrT/FY0Z85u3eL21Ws89vC7uHXtUfJ2Q+hq2hh6OufQ0JP9gJYEvkPFs1gGcnbsYmZYHJE08emveQ2f9mmfZsGBnSRSbSae0SeJhch+JsZhL/ADX/585H9/K0Fg2p7RxwmJicVyga/QYJ7MRbaghN6TxUiLq7BiF3eEvkfHDjrLTa/+1k9w5c/8RTZ/8ItceMnnorGgU+b0fVfZXN+xuHiRS89+HoqlUNEtGEIPXSDvBLOAtm4zlWoedxM4c57qOo/vzQmrHwZbXBGcd0jGaqUcCEOoQaN474yOIpWwyH6y0M8NRrs3hnEYy1icm/1PBhFi5wlO6LwQPGw1m7WcgGYhqhXASQtJPAGIxYTuFmFRaTOJ0BuUnUuTPKUGgwnRmalOmS2sWw1iCve1bpIDvgoVBcsZ7/YCejln4m5k2m3Z3r7J5tYNNE4sOyNVClLtuR0qni70dH5paZYrbHeR4gPRWWPXd/CBH/ihhG5fqLdgsXv4DGUBG2K+d2pVW3sMXnnd1/6n/PCbfpnNZkPcrbnxzn/P4DxDvkgqwrhaEobFzAfKORNc1eYqSpAAw5L1ZosbVrzwC77VbvBqy+VP/GpOnpUJUZEoaFLO1juuXn0vN95zg4snlzg+PibXTm1Kih5dQH2gc6FqbgUcnjQJpze3JLdhdXTE8aVACJHp+sTQL+i8KbX44Nhcf5zlqufCxSOOLvQMQw+9BxG6obMT0TT1bW67LsAwq5IYIhjEUpsgnhwTCy+4Rc+VS8ezJvAujia7s9siOREWS1IMrGWi+ELvHCs6pqz4HOuO62bfFpEDqwIFl6ptdAVZzCHZ4Vy1uXae0uZLKletJEvpcjU0mqaIy4VptyOOI7dvXOeR//B2/uD//G2mW9foEZwbiLkna0K8I7iBmDwaHTkM0F2ie+6LuPLAQxw/+HyOTi7y4OVLvPS5V/jWv/b5RHgChej9ue6bILFrnyvO6QXK0cJx5eIJU0owWaF56+pjrPoFsVtQRkfxtmt7rO+Qq3tUkWoekwtZ7XTROpOnzkPo8PQ4sfl6CcKydMQinJ5tOI2FuFlz5aHLnFy+iKbC1iVrlpVITAnCQIyFZVgRJFgTcZMo+YwLx30VaFayq8J4RSiSGXWy3v4U6ZeRxXKg9xesqVgaI9dbWlOh2ZKhSS66epBZMWqMaUWsRvOervf0Q8cwdIxjpCTzndSUySGTiputKwrGbJ5itkURZE627pQmFfYmPYdXVkupzJpOam2FWSlI1d8qxiRoPilxmtidrbl99TEef8/DnN24ilZr8lw8Y1YiA4vlCf3yAoNb0PWX6I4usTy5zOqFL2P54HMo3QXEO4YLKzZau7HK4SH2fl/3VZCY6aRWbpBdDmHKcOXiitMps0meeGaGknncUZYX0JKRlMAFxJfqYlWgEQRFKNkKXPGe0A+oOHvzLlsd4AuuE0rMoI6FCHHMxN2W3e42Dz7/mGc//wSnjqunG4bFglwcu13i9GwHFFI0k9HkPBoDaM9GI0fLBa7UhqDRtWz6MQvb9cRuOyHB9Gx3Y+bipWNCLxwtqsqK92iZICshWANTJZvTVGvw5UyuMxiWWu0lhbz3Rq1RkJhwIZKipUM+OFwvqHhUDGUSdXUw17r8B+4LNTD2xjxSm5uKzEDFXKMolYzZiIxCIeMbnD0m8m5kfesWj733ER57z7uYNrcNmXMdY1KSWxCOLnPheX+KSxcvMwwX6JcnuGGF+oH+8nM4S45u6FkMPbfXtzkChg5w+xT+j7cu75PLAdSdsYKvgA0PhSB8zmd9Oj/+v/wKnI6ERQ9a2GzP6C5fwdWF4Z3l6U1OBwddhUg77xm6AS2e7CKCfU1SptcO8QUvHSUWst9BGBm2O+NfKUy6IyzgaBgYy8jqZMBJx3o9EXqYtgm/LUxqrMcimZwTafJMzrxHgveIF1IO+GKB0kmwPkMSRgrXr54x7ia6wRFPEsOiY7UwK7qmvtKsukVkduTNJRFLDZJSd3xv/uxNSrV3pjZfpmgoEdjXe1enDANVa592jhzKoM4F7x3iwXcKbec62eikSSLJAShgjgClFNI0Me123L5xnRuPPcr1xx8lbdasHMa6VsdidZnjB1/IyQMvo18dkaVj9AtSdoxTYbkpDKsl6/XI9mzNA0eFV73yA+jc/yeHCHAfBQlwcDw2ZL3Ocit82qd+Er/0m/+GmxtFg+P2jZvcXp+yTAknHucSvQ+UWJhqF9uiDpwKnQv0ITNls4Z2WEqCFIJ2gC1At+joxBGL4gfrnhccU5q4cfsGywcDq+Oek4sDQ79geRRYjh1xyhzTc7reMWbl9nrDdpfwxbMdt9ZIE62NSOHo4hKvHb40VC7gQ08pO27dzvgOTk/WLJY9ly+ecPHSQAiekkdjAddUJqVYgyTOTlxxymx3iZj2vYtmKedyRrKvlnCOlDNFIWWTfhUbmK+2asynX3s+IhWEVmMizAr0UtPYirQpNntfw6uORNtMSh5HiJHtes3tGzd5/H2Pcv3qY+zOTpG4pVm8Od9x4eIVQn8CZcVu9ESgdAoBYgLOzMzIh45VrwxL+OgP+yA6MpW6eria3q/rvgiSuSh07QSxplNjmHqBP/3KK7zuKz+bv/ujP8+7HnVMOZDWI7ev3uT4gcsk59jt6g4pKzTaww2iLGjSQp5lEBxKDIOhK32hS4ofqD7ugdwvWYQlm3CRaZfYjWuu3brK+37j3xL0d3nWJccrXvFSXvmqV9AfC4tFpusXXDi6RMzmIOyCGcpsb6/ZbBL9YkHfCYuF52joWJ0scf3AY1dv8ui1mxQCfddDdly/foObN085PT2lZMW7jovDguWyI/QgQekXjqwjPRPp7Ixxu+X61etcu3aT2+sz3vlbvwDAiz7nm3jXL/8AAC99zevp6GpKah30ds1BpEIAOrFOdl8h9blJWNGrrRR6JyxqkAQ1gUCtQ++lFHxFxaSNNNQeym4cSdPIe9/5Tq696x08/H//X9x+7N1cdBOjRra5gBNSWFD6C5wmOF2fEvoVvusJyQbmppTY7HpU4MrK04VTXvvnPp+P/YAVYZbB++Nf90WQwNxGZA4QqH6bxUh7InzcR30w//RXX8C103dye5FwE+g4kTc7NimzWA0muROVLBkJaqOtzuY1nHMMznLxNjWUsYLVKyz6BeN2IlWbh67vSGkiqHASPOO0JK6v8/+29+7BliVXeedvZebe+5x77q2qW8+urq5nl7r1RGqpUUsCvWUJNIBk4fDA2BgmmNE4DBEwBgaBLQJMDBZgAxJ2AAIpEEYPXh7Q4LENwnaYYQYNEtYTIfRs9bPe93Vee2fmmj9W7nNvlbrVLdTqqhK1Iqpv1T7n3M6zd67MXGt96/vGG2tcurjBhXMXGe1eJjlhGBxi0FPq4KgGniYMaIeOs2fXCI0yHHhWlhuWamHf/iXUBdpYM88NUFufiQQqZxNw3kZCqNEMPkbmkwnzWcKFzPnzY/asrvCh9/8ZG+fOMl3fYmNjyyiVykSVW16IW/o0S0/7FiYffhfddMZgpQhthv44VkQ4i9hPFaRk1oqi7o7j1qKxLdmWn9XilnAFv24qvS/9Qcslg9QbYNSAqeOtCRfOPsgD997DeO0CMpuSQovkhPhglLQOZl0LTSZmI8aoekRxyuQUmcQJK8tDpuN1brt1D89/9lMJmQXl02Nh14yTmC3YGRbbiy+ZIQFWd1e8+AXP50N/9QBbyx3r8xadTXCz2s64dYUkENcVFViHOG89VarUfR9Gf5TIfXOVkTV3TkjeQQWBmpGr8b5iPg+EuWPU1HT1gDivmE09n/3MOVZWp/imZs8+4aAfIqIWB+WOgKBeqBpnSlMFiuW8MBzUqA+MlmpGm4GUjb005MRK7dmIM245tJ/xeJP9+1YZNY7NjYusrV9gZfcSKnvwIrznU5+myY40TwR1DJdGhBBYuvkF+Cy4WUugZv/T/gHnP/zzPPWb/hmp9mTn0EJu10NgTP7BlWKmJU0MIB8ucwJXAj5XsoWGiNyOW1xptyquVfrirVO0bVu6WWnLvf8BHrjnbibr64TcUZe0ceVNn95LopuvU1eG0/MZNNmhTTQbx5lusrW2xoGRcOroaQ6sWib9sbRrzEke2uy0K2iEu+58Krvf+btsbNWMhzXz6QZpNkVcwCXIXaLyaVuLPQJ9QCpGZNdD6p0YJU4CfBYDyVXB+kQSLC8tM2iUyeaWraY5UoeauYe26zhzdsb6VsI3jslMaYZLLA1rau/RmAihwVUDnIzp23F7aH3O2Uiss5DbFo2CqxWNwvTSGpNL5wnScuDAfoY+E/Kc++/+OFXtyAO4eHGNj3z4o+isw/shS4MVBgcOExqr53zsv/0WB09/I0k9zgfOffjXOP6872blcMBXFaEJaHDUweM8hOAJVXEQp7aQuMu1GvvjlhePV7edXFF7vxZ072UIgQLBj5qJMTEZT4mzKbNLa2ycP8t4Y92yWQWB7BZ54w7SjNn4Iq4aEoYHyAVKb4XUbPSzbcT5hM4Tf+fVL8frF80994j2aOTgjgK/BhzC1vc3q+obRWQv8BvACUwS7u+q6iWxb/tG4JXABPgOVf3zL/j/4IqgagdqYLu6mxhUntUVuPPpT2LzvR9kqx0wOX+BrfEmy9UAukgWj1Zp8VBzVAvOK1/6JwSXyypaglRRsXSlJrwLGPcUhKZiEIKBJquK2WxmPRMq5Nyi8y2m0wTziAtzzp5dZ1AJu4Y1u+qaWgbEoKxd2jBw45IwqGpa7/BSkzulHc9ox3PjGp5Huq0pm+fWqFImbU240N5PXFnm3s98AiVy6NgxPv6Bv+TM2fPMpzNOHjnFSrPM0tISWnuyh1nbAnD2k/8nx5/+97n7g78OFNpTEeomUA+HSGFqCd4VJvxe1YpF+hhKvIIF6mivM1/oTdWeYM5CdHnRgRhQq5Cr1UcMb9XRzmbMt7bYOHuW8fmzSNdaHalXJxMhYz08WTx50jELgXqwD1FIUoEYfZLPHQPXkqabfN1/9wqedvsqdcA6Jp37klO/vT2anSQC36eqfy4iK8D7ReQPge8A/khV3yAirwNeB/wg8PWYoOgTgLswOeu7Hv2QLl8G+ixVryXuFF71ypfyvg99lKVhDZWni8YMUrWtqa4OsBVJTT4O8agvOiYiBM1YrqWoXIVgkHJj7Ma5Gk9mOp+ye7DM6v5VBoMB65tbVmwLA9BE6qa0cYJKR05w9sw6FZFLzrFSV1w8N6athLXxlMFoyShGXY0kWLswpW1b1s5tQWtk1LOtGZO1DfK8Y1QPQB3n7zvPpy59gtGgofLCR9//Vyzv3s3tp26yakUHA1ezvHuZ1AhzlOl8xh2v+B6m0xl3f/CXOPXcf4j6CldX+NrTNA3DQVMAzp5QdhPn7XglBW7fN3gBC3gIsKBesuqm1VKSYYMXWS3teb+wzFnbtkyn1ji3ee485x+4j+nGJXzucL7EoNl6dDyGZI7aQW7J04u06/cizQSpltDKgKEuZdrpOvv2DPjmb3wRywPDaLngaDUXAOaXbo9GM/EBTKsdVd0UkY8BR4BXAS8qb3sb8F8wJ3kV8GtqSfU/FZE9crla7yNalsXCsm0WKjASePKpPfzw93wnP/azv8z5S3tYuzjm4vpFclJGe3ZDDESM+0pCsNbWmGmCYboShYBOwIlx43pnAEFD9SZCXRNnHRvzsTXw7F5h3/KAzc0pkmo0prLadriQUekYjy8x39pgs03MFO65d43s1SD9eYMQPLv3rFBXQlM5BlVN106twzIb9mvf6ip1WEJVqX3D0QN7OXGosqYiwFWBqnY0g5rQeFb2DOm6lja1jOMcaefkFPFJcJMpt7/6n+L2KXXd4Ouaweou6tGA4WhA5YSq9khT4bzBEX1whehOFoQUPYasV+q1xcocIDmKOjJQdhxj0lfmyXi0NjbGrG9tMl7fYHzmAe79+IeY3PMZhmlKktbgMN4SNt55UGu/RTvq2hO7S7hLY+YMSVKhPjMXY5lZGgz4lbe8g7/1NU+yjFbhNnq4dvC/jn1RMYmInADuAN4LHNox8R/EjmNgDnTPjo/dW649aid5eDMsUePg6U85wu23neBj91zCNzWVVGyMN/GDGpk31K5GxVpouzrgJNGobf9ZjNXDW3RKVarvKXeLBy0OpBZi17E5TWg5IhmnlkPqgsOqPKGG4JXKCW0YMZlM6aaRHGd0cWbEDN4ccj6GVDly7WDgkNyQU0flPUu7V1netYfKW7DrXaCpqgWqNlSepqkYLg0YDBubLDpB6oqQIUzUuL1aJQwaXM5IzPgsNPUAVxnyWIInOTHWSJEFAtlafsuusWMXWRAolDZ705wEMXkrg7urxROSTbUrdwlNBqOZTmeMN7a4dPYc0wtn2Dx3hvnGRZactQWkbFlNESFFE2laaNmrZfq8tNS+pk2RlNv+HMBznvksXv6Sr8VbCsbgDFhc8ngetwAQkWXgd4DvVdWNnXgeVVURuXLtf6Tf91rgtQDHjh1bXF806JQv2QeHvbnyz0rg27/1Nfy7P/4wy7uX2Ti7Rkot4+kGg7hCbLvSaAWJBOKNdDsY26H3DqdW5MoxkzRb85bzpprkFKm8yWGnyNrWFoOwRE21oOfBgwsOkYQTx6BZIrghISwzH2bqtsWRGFZ+wYyoai2rPjjbUYJJIdQhsDxaYfeuVVKabesVpg4ls2//KsPlJUQz8zQjtjOiRnIwVsp5TFTLA/wESJHkxJrOglXPa18VIKQr1EYOVxkdayhZJe8MfQwWtNOji9l2lvLsCi1Qn9rtYSe6UPuiLboxbcdsPGe8MWG8scGl++9ntrkG3YxMa8c6sYYuKUJCoka20fMUG61sIvhIIFEFA13GpLzxZ34KL5Bihw/VdhYu6eV4mi/BHpWTiEiFOcjbVfXflstn+mOUiBwGzpbr9wFHd3z8lnLtMlPVNwNvBrjzzjv7209fdv/8VWC77OswhsRjB3extFQznk4ZjoZszudMNzfQAwdpW0flAlQen605SXtwEX1/hEOys1bXZMuk8eZa517tPQSlaxPztiO2EwauoRlavNBT1yhWxR+EBu8UfGWsKCnhNbPcBOoQ6OlNu5QIlfW+j5pAXVsKdtdomeFwxHQMTW1MhEjCB6EZeqLOmc226FJHzh0SlOiU7K1vpW2hC0Bdsby8TFdHS9MWdpKcyvFSrEkrlBlqpHmLZ23HyFJmV7Gkhh2z7N45KaI/YlLY/Xt8AuPcMAm/GCPzSct4fZ31s+c4f9+9rJ95gDTbYiC28juxmkxMunjEuZ8GBXKvKL4eoHhwQtfO8cHokJ7ylKeAKj40KD0ht/s86MyXYo8muyWYbvvHVPVndrz0boyj+w3l5+/tuP7dIvIuLGBf/2LiEbOH+4Lb17zA7gH4PGcwcGjrGK0MmW5uMJ9NcQPFp4BPJmGMZKpmQHIFRZStQ1D7dDBWGVZVk6hOiquAQjYXs1ihMSdqGuoQwDnLglVWzXfebqfzmcp5I5HIibpyNJUxQ8acCZqpg6cKMBiYtrsTY0mZzOcQrI7hA1TB+u03putMpmO0CIpWtUcqRytzoheSCNM20noh146l5aHpBCZFoyLJoT4jQfBqgqx9T/plTVza15F2MDcW6EM/j3M5pqr0hNmGYiCXglNS2nlkOp0yn87YWr/EpbMPsnbmQZhOqbIR7HkcSMZnZ23N2DMJ9Jm1AinJwnSeaBrjh67qxnaW4MmaDHPX967bl/miuw+/kD2aneRrgG8DPiwiHyjXfhhzjt8Uke8E7gb+bnnt/8LSv5/EUsD/46MdzE42pO0Ohm3Q/E7fcYBPykue+0z+4x+/HxlVxPmMuglsbV1kd3UAiOR2RiNDq4bvZEIszUr2y5zVS7KSNRFTLhxSmeCBKpCzmBx2N2cym9CGirqu8d6RsrWk1sHAikq2bkTvIRsrpAlTCcEFpKBrq6ai9opIwgdP0kSXoCqp3BwsrZraOZvzCdkpg8HQuhk9hvRtarImZjmTGoeqx6tSBaMZzdEmM840zOtgad5AJojRmzo1fJtk62bskwQ59cCEHpLSY7N2Mjv2xyyBqNBlYsy0szmzyZRuOmX9wnkmFy+SJxNqNZ6tnDNSGQeWL/D7XJwi94VgscauhNIMR8xmM+qmZt4akPObXvUN+Mo6Ri4jeOgH9hgF748mu/V/8/D71ksf4v0KfNcXPZLLNo8rIGl6uQP1FwdV5g3/69/n+c94Jj/y879M3DtispGZnnmQcTdluHqIerhKbDP1cECUDgpHlnprForekypfVrGimSEG6+7iHEkej6OpMn5XYNoIG+Mxaaz4TcdS1TBslphNEtNpKjt9YjgwztlOFb9UW6efmOKVK7UYTYmoCSGSY4f4wEwCW9M5MbU4IlWlhFqpVrx1Yi52PtMamaaOiSZaTWjuqCtvpNvVgHmbGbcdW/NEFxOdg1Hl8UREc+lpt0lu6VLXP0O75zvaXMX1E9mSIX2FPWUj4dMEeWtuzIvzOfPphEtrFzl/9kE++7GP0G1uspSNSE58YJygw2M6Kf0OVaQayNYTpBBViCi161heNunv0WjEz73xX/Hff+vfoQ+Ugg+krsNXoRB7P751ksfd3I7/fqH3KAZefNbTbuOJp4/zJx/4GL52NLVjtrmOhCGjpV2QOuLMjlvOm4hZzoposqWWCpy3VbHsKClGXPaLYwkCeOv9rmqjE0rzji57pDU1q3kXCD3HboxUVUUUqIKDbBy/AxV8AC+JeeygNr3Bbp4IdcVYjYkRSQxqkIGjHtT4Ri2Z4K3Vdp5YyB8IjiAGfJSUTZQoZ5yzBIHPyQL5iB1rlNJNKGXV3gGBV9sJtcDtd9qCECKpIQcAkpGUEyG1idQm2vGE2WTMZO0S44vnyPMJtUYqr8TJHO/zZZV8L4b3SmWhQr3FfOLo1JGcsJUdLgjLu3fz4he/lBe+7KWEIJCi4XkAv4MIO2aDIT0Wdu04ySJl19ff5fLXPi93JggB7+Cmg4FXvOz5fPATn2RjksELcbrJJDuCCnsP3oz4ISFUuORNFq0ySIrRfNrRwrmalCNZBK2E1CrzlIx/2Fu/t68qA/TljHce1cSkbUkpE6JfSD23rVXpq1CzwYSqCpAj4+mc5aUBw1oNZlGoOPEmUxcrQRvwFfi6omo8Ve3wQUFKwc5hsZWCj1Bp4dASh/oCQPTg60CNMkzgMb5ipxkRy7ZFjYZtEyWmjtoFHEK2CN8csFTXycaTlUq/SlA1MrmuNHx10M1aZltbdLM5W+fOs/bA/UwvnWNEBNehcUZ2iZw7Szdrh3dQeYyUT2Ealdk80FRDwOGWKqrhLkaHT3L05GGeecdT+Huv+Ub23Ly38P3KNkKjdzwKj/JjZNeOk1xmD7ECPNSiUDg1nThe/Nxn8u/f80f8+cc/xSx4aGrSdIvJJcfS0hAvmThp8JrsHJsysc1UrjbIvOVcERwi1rTVpgjJFbkGW+k0Q3CBUGMdgLk0eyWHdIrmaEe2RMABSAAAIABJREFUmIi5Mxm7GAhl9xGnqLSl+y8aPL8SnHc47/ADj1826qHg7DUp8WjPdJ8kG9l1AUxWmDxdKjxZCWMjQRKC1R0avz1reqqfxW2ERc+I0ZFaDJ5FcNlgIpq2d5GYLRGQo5IT5iBdYn1zTDfeYnzpEhfPnmXj/AVjWGznVBhRR+UaUlS6TnHSkLRj3HXW+9I0tOJxoz0cvPkYT3raHTzxjqez9/AtNHsPkvOEozetcvL0iaLmV9JgO+fGzp3/MbJr1EkepZWcfgXcskv40X/83bz2B17PJX/eRDjTjPnmRdbO1+zxDh0OSQwZNLUpM3WJuoaU4+KG+8JaGNURy7ncSKBN9JKUSWJn8l6ZVooUgpbJBKDakQoZW4qO5PyiENlmZZpK2tU5g4U0xUEGFXgMT1XO1VaRsF4NG48rSaRc2BBLzFB6ybep3s2sBrJjaS1Nab2j9NRF5gQWPJeSqhVfVdFUCOeyELtIjJYab9uWro2kLnNpbY1L588y29xgemmdyWQKEVaXd+O6jjjbJHczau+RushNhCWkHlCNRnTe45PwvOe9jOe9+GXcdPwU8wjz3DLaVbHsGp5122n2OBguvuJDbxmP4UZyPTuJkkh4CfgEQ+C2w0u86NnP4FOfvp+JQBOEmOeML56hqgK79uwl+Y42Rrwoiik8SZUJOWEZxALLCB58ZUzzRfRHspKdErsZ9JINpXogzuErZ2lj7HifUyqpZsDVSOWp6kA1DITGnCQ0nmrgjU2+FtQX7FNRskKMMUWl798oMZNdJWXTLscZvc/nMSn2QMW+x0SMN6vHZfWSBb0Kcc+XRbaKdlaLc3ICyRZUt/NkmcCsdCmztTVhvDnm0vnzrJ+/xPrF89BNceIJVcOlySbBKfVghNQ1szhlMu94xp13ceIJt7P3yDGW9x9g1969XFxb59BNh3FLe1jLjuwrXN2gusHNq3s4vAxNhKoCzQndQRUEj61z9HYdOwmLSrB4y/sPZh0//j3fxjt/63eZLwWydoSlQJpssvbpDzNYGeJXDzHrpowGKzT1EjqDXAudRIaVx7tMLQEk4FcapjGjMeJii+SIxkhw1XaPdtviy0Qc1Mav5ZSyawieTKcZKod6JQ08aaC0teJdRmqFymDyvoKqMQxZcLaTUGogUU20p0uZJBa094kGy9Lqgu0dSi0OwAm+sse80Bq5IsBT70hiSFwPtkuqkFqT1NOoxrBYMlrTjTlbWxMuXrjExvo63WTKdHOLjfPnEDKj0YiVXYe46eZD3HTkMLc+5QnsWt2NbwaoOqqqRhSmeKI62i7hgLkTVlYT42C8vyFUqKvwacZdTznBbXsblhL08bk4Zy0QO75LljKpH7ta4vXuJBbMarJgNAwqvMI3/a0X8Bu/9x+YVZ4Wg9mTWy7edze7g6da3ofXJZv0UpFiXmSl+n5tLybGUwfL/0ts0FThvFGbkhIuKc5bNd80UeK28I/3ViSsPA5DIatXokZa7YhtJgSQ2hq7fHD4xpUA31gLM8bcLiLgQ2EbMS4xFSuKGi+Wgf16StGeadGconeIItngzdn6XQYKkLeosRkRnUOzElsrFuauCH4m0ze5dOY8060J62cvsLZ+yeovleelX/cKjhw7wmi0xPKuEYOVZZJR1+OrylAMrrJJF5NJJDiPR2whSh3eO2ap4L9SQmLH6lLF8b2NOXBYPHx6ZIaj520zs/vyOFbcr13bwejh/eLgLg5e973/iP/wB39AnEPVNNDNDYO1dYHJxSV2hYBUA1IWpHHkGKgaY7I2ah3TMDdNPlBn3L6uFjQ3TMdjo/oRQ+PmXusjxnI+74wYrvaE7I3q1DnIVvQKqZxdvCMXlSoJUpDnJhlhYyla6CXdutg1im1j2wDJSNqeFFcymGzrL1rqvH9P6HFYOdvRS21HUVVmbYdTAx3GLtLNWiabW9x/972cP3sWEWHv3r2cuPUkp0+f5titxwxR0ATUKaFqqJrArOtQ5wiVLyR7xvqv8xk5x1KgjNbsFqOJCWXDkQ1INN2cJTBhHoyiVVOyPpTiC6787J3lRkyyMAu2c4/3Knfm0O6Kn/mJH+N7f+DHeWBjSvAVEjrms00mZ+5h4APqh8jQkRAIFdPxFOdGKIIGRwhCU3k0K42zynQIAbIQU4dXBzXkHBGtTBRnbjtQ20M68AbLF0eXFI0Rr4JzLaOlhhACgqPrMj5Ek8ITy2ZltczZosuvBzz2sYb2AXmvLmUTvw/0tSg62e5hi4krQEbh8hpII4GcTSJaELpsYMOUYTybE+ctW+ubTDcnbFy4yHhzk+MnT3L0+FFOnr6V1dXdqIPOJ8LQkiJ4y7bldm6KXs5oAX3tiGTmqQNnSsFZTFLB9GUwkVUHjsSu4LnriccZCXTFCRJ9W/cVqwY3YpKHNNtiZRsbCZCUl7/wTr7q9lPMNsdsXmzLFtyRpxuMz97H0nCZ5cGInFqq4FDviTGZihWmcls7TCBUgDrgfUBTRhmY2lYhhdOUiNEUdqsqUzdhEQBHzbiqIZRjXKgcoa6pqsqyWqWNGCg944VIge1jtcCC5vRKNkXoHcPjRLc/u7NaLvJ5/+7fo6pFkbbGiafrOlLMOIFu1jEbT5jN5ly4cIEH7z/DfDzm+c99HjcfO8pw14jRrhW0Nv3HetiYhuVirAZ3d+IX3ytH00VcSLKJmoy2GA64jcn4kXNmEJS9Q+XoQfqnXL6vLnjarjxR3XCSzzOjwAEWsykDVYBK4Xd+9Wf5xKfP8YKXfCMzaVhqltBZRLsNHvz0R1jeWOfQySfRbgUIA3IeQQgGcZDEiIqmMMKHqkgz50DVLNETWeecFw+mm8+tmUtNXaqNiVgeaQ8irLwxxze1owpCXVvsMmgq6jrQ1JVpfjjdJnXXbQS02DZArxvS7dCwt9xtSddS4pUdWaw+o9XrjmSxDFVUjNlRHfPxnFod041N7v7kp7n/zIPMMxw4fBNPu+MZ7DtwgCecPkmbOiMFb4IdFR1E7ZBY+uDLA/E42+1ShhgJKsVBTONFikyeZCGqMVQOdMz+SnjxnU/i2J7AkA4o4qwYQUW/IGb5PBAT2xPisbHr2kl2Emz3dy1jRxYnUAucOn6AH/vRH+TH/vd/TpzWxNxRe4d0M8aXzrK5aze7V1aJznQ8NCVbtZ3HlQeYkwla9rDynjzNB4+q25HdCpa1LQ6UUqLt2RRLajaINTc1jU2eUDljVwzmPN4FFJNCuKzgp3H7m2YLvnO2Kn1SO5MHnB3DitN4ERs3peW2FwLdkQ4yzt2i9d51tNMZscusPXiO8/c/wIF9ezl0/Bh7Dh5gsHsXSyvLdDkyCDbuUISXUEt197te9sVRVHHZAO/eKSlpKU7auGPOi4VOU2QwqBnFxLNO3crRXQEDyEuJM2R7B4HForjz+T+mVcRi162TLAI0gZ0HU4c1AUk5gjUNfMe3/20ePHM/v/SLv4rWkRSTZW/mW6xfeJADp55MzB0xBaSzmoWrykTPAsGkzySUlVwdPXG087pwEufdQokKSs92jGXyY/xZYiv8TjlpH2Sh8e6vyPvnQvyt7DgylWyW5cBYMIj4HuHMzphj+99XHruspmLxTZx3pLbj0vmLXLj/DNOL69x6663sO3wTu286iB8OIASqKuAc2xi1FG1aOmdYOC2xj1r20Xrcc1lwlKSuCJBaRjDljJb7GSrPfLrOHccP8uQTuxiKtRo8GvqTL8cxq7fr1km2ra9Hmzm2z/gxRVzw1JXwza95Jb/4i7+Oq4Z0aatgtjq6yTrz2QYaVsji6TpPaAOuDqTOWABVBc2ZoL6c+QXEoNmi/UKacM4vWN6dWEPRqK4JlbfuP3U4byt8KiRrlqYVU9otrCWkbUEd1ACASqm2qyUqsqaCXMYyZKU7sHBoL1TXXIGy47cdZBGTZJOP7jZbpuMZG2trPHj/GS6dPcfqym6OnD7FrtVVqtES2Vs623vPIFgiI0nG4ajFtOldD5DMmZ2NqkkySQ2blUoBMmvG5Whcy1lM97HrWF3yPPNJR6ihMOubVrvd5MuffJ/FcotTxMMdvb40+wpwkp22Da1HjEsqkQjieeqTT/LUp9zOxz7yMTvTtxNcSqRuzIUH7mV06DgqYUFAnZPVB3SHEI018oktk5hjiBgdq89C1ZQ+b2fyD2BURl50wUIZQuH1ykWBaUdV3In13fdQ/dwHqIvvlgsDiV6mPGW959sV9f4WXHZnFPucCM55upTsGNllVOGeu+/mns/dx2Aw4MiJ45y85Sij1d1Uy0NwtspXTYPDakqmJqylHlGq31KOeAXP1k9YxToYY1ZSpmhdZmo1QdJIRjRR+8hK5dlVQ92DBHK2xeeK79PHIjsncF8veazty7lLfVltu0YgO/5Vondn1KUWOJpMtQd+8Rd+mhNPOE3yNV0szCAaOX/fPcw21uw4kDLzWWS8NSN30Yp/ac48zelyJKZuh/a4pWqTGmwkqsUhDggO6sp6V6w91pqwHDaRmlDThJpB1VD7itD3uagVSJ0X60N3Ysq4OBMlEoORO3VohBCVWoVaKVxYJl608z71ZjFMZjzvmLWRtlNm88T58+s88OB59h04wOnbbuPkrSdY2b+H1Ag5KNWooRpUdpwqv8dLwktCciInW1hiSrSlZtR2idj/iYnUWRZwFqcmHxET2oFXk9SuJXNgEHjpV38VS8VBNCUrfO0ELW4/4h3fbfsFx2M/qa/rneTym3S57dQU9EVh6vTJA/zn97ydH/qhN/Dbv/3btG3LxuYWfrbJAx99P/uPbbHnpmPIaK9hkuoaaRP1oCKJp86Jyhs10QJUW55jVBBfk0ToOgjJetiboJb+dds94j3TIVBYJLfrI6omMw1qTsGONlu1GkbOmagRRQuIMtuxSlKpxOuCuFrV1K7ImRSNZDrOW+aTOefOnOP+++9HQsVdz7mT1b17GA6H1E21YHk0PcgWVeuqDN4jORPK7Y1iR6eUoFJrg869zEKPOcsF96UwcBXjtTF1XTNJM5acYyVNuOOWE9z15OOsDCjO6BZsLA8XjD9eK/x17SQPZz0sZKc55wosQvipn3gdS8OKf/Wvf4m6rhmPxzifmZ29l64ZMAyByAhkFyJC1yakMrYVipoWThbwclEr+aZYJr5TJASCM5i9Kjg15K4vR56wo1YBNqEkW20hFgfKuQ92seORmoMsaiFigEO0CLH2KWIKnERsYmYcTdOgdOi4ZT6e8YmPf5xLF9e46aab2L1vL4duOshg2JTkgcFX+lKt4PGWv8CLknMkhx15RbW0N2pFTLcj69QT1IlBi0kpUbmKeexwLhLnU551+iTPefJxVmqo2ZF0KJ+52uedr0gn2VksS8mUrMAyS1KKjj/8g/+YnDO/8EtvJYiyMvCM184wqQJVExgcOELsWmpfkXPCiyOnSBQhMiD3Pliq2CHbqg3gnRJowVcGNekibU4WtHtPKPLU9t5yxMpld3HQlrU4577gZ3D+vkCpLhcI+w5mEVFmZKoerJNM7zbi6DQzH0+YbU5hY8LnPvMZ0rTl1KlTHDh0iNHKiNFwYAwu3lsHphTRUAoopqjzZtXC8G7Qf1+omMjZSMGdpeFTP24KT1cujhtL2lmUkCY86/ZTPO8pJ9hdFQfJ1oSW1WIRzV+OpO4XZ1+RTrLTegfZBvRZsDkaOn78R3+A9bVN3vX2dxGnW7gusn72XqJ37G8Cg5VVW/1i6YATg6rnEGyCqk0KnCOL4lPpjRULRmNOzLzQNL6I9ApJo8E1su12Km4RrKNGF9ppplMthTaFpKRc9Dbk8tC0rzFkSmUdKQQQWsYYydF2qUqEj/7lX+K959ixY+w7cIB6eciuPSt4X8R6pChKSh8PWSZPVNDcEbGv2KWe5Np0SFAlOUgJXAjWYgALulNjlnUlgsyE3PG0k7fw/DtOsELprrRInR1Eqo81p8Nfy74ineTKVOfl1+wI4cURHPz8G/8Z73jbv0FEqIIjdRM2zn0OqeDm1UMw2ENwFS5ty5m1fmZnfhG8yeGiZIJY4cuLJQ7a5IkOcDVBvMUk2QROs1N8zuSCa3KUpiaFNpsQELkA97KlVU3moHwP7BQS1Caix3YVddCqWhU7ZqTrcPNIajs+d/c91KMljtxyMwf37Wd5ackgIFWFr3oBUxapZqsF6WIlV+13tkyXCqpYFDEhGaLlSnApb7PS5GxpXxUcGZc6Rk2FtjNecddtjBSGDrYPaNtZuscaqPjXta9IJ7mM5LkU0HqqUMPeBasEi61XR44c4syD50iSGVSBSZxy6YHPsvfYrdQHAoPRqmW2CqQizZLJOFfeJNyitZ86TTTO44Mv7bX2mGfzFqKJeEoQKgqzoiptSricF3ik3MPg1Vbvsh3gEraiS2FXBCQ7S5Fqv3sYo2JUQWNGOiVPWtJ0xufuvoeL62t81V13sn//fgZ1YBACzgkpeHoNESfWxbgAWV6xhPd4L+vzMj1Jyr+tvVkhdzh1uLKLRM20JRHcaGQ23mR16FhWaFBc+bxpwu8ALma9LPa7WvYV6SS97WTk6H9mrKC1CJxz5qN/8ack4B99z/fzjnf+BgOvzOab3P2+/0S95wD7jz6Beu8xqEdUIcC81DvqgZFF5A68gy7TFnhJHSI+erwIVXK42pXzu9Cpndml1EV8X+sQW6XVeUt/qmW4fGFvSZgCl68DMduy3c2iOVdStOieTCcT1i+usXbhIpcuXGBlecTRI0d4wpNOc+iWwwwGdUkxFxVchVyAYuaopUfeZm7RZLfkA1iviaOzXnXR0lYMrjOmFq+BLnVUVcXWZMJgqaLOCUkTnnrrEV7+nKeyT7Z3EOsRFZxUlA3UYiHfN1RtZwavhn1FO8lDWWqjTTL6B2GkzCrwpp//F+Dht97+m1RRmW5cJOYZD6QZg8mYXftuYbB6ALSBWOoiGHu6BJARZBJJIzEZK7t3gewCQTw5O6Sym155T1/yU0nlyFICX9FFsCtqWusxxUL0kBdJVs3WBOVUyF3Gi2e2OaadTLnnE59CKs/BIzdz8PAh9u3bx9KgZlB5Bt46HrMriGPnqPqDTcpsRz0GiMmpqHT15H7YjhI1E7G+d1HFZ8vytckycONujgSIk02WK8fTn3ArL37OaesNUTv2puISOWVq5xeF4L5YeOO4dRXMOLOgS5Z5aQopQiighp/7lz/JqB7y1je/lWEjTKdrtPMp7daE+eYGbnaE1b0ncEGJ0SYEoTLGx6IJiGa0p+zBOHizNyogn4Qkifl8vkDL9nUQyk4RJS92EEhWlc7QYRIFudD7xC4T247cZWbjKXQw39jkzH33UzeBW44fY89NB9h3YC91XVMFj3dFu905sisTHFfYGY1NPmipguft+GTn0RWBqD1uDNCMV/tdloFz+OCJOSGaWK7gzttO8rV3nGYXNukkG51RzwwpfQMV5hiRbdTA1XaUv3FOAoCaFNt2CtX6JwJG7fMTP/5jdNMZv/qWt1IHSHSkjQeZt2PObJynuS2wvPsgVbMLFyqSx2oY84RUBoQMYvRtvbpZzhnpck97YlSqIiAmGmAVZSXjaHccyVVNmDOqEkVo21i6FTGmkq05440tNi+usX5+De065vM5z33uXdx89AjVsLZW4ipQV66wyYcCrnRUqnQFOayqqLPdTJNl4tDcYyaJur2TRBxJDNDocwFXZrV6jYfpzChnnbZ81akjvOyrT9NkqDrbyXMwqIngyWoMksDD5HuvbhL4b56TaAbntts9sxKcK1p/SkAItePn3/TTvO1Xf4UGx3TW4sSRpxu0qePiPSPazTWGew4QlvfgmxEqAR8afOrRsZBcxktEov3/nDfovWrCBYOnRMoKXYYXc8skGvK1h70vdAdzLozyBn+ZjqesP2AMJZtrm8QY2bN3LydOn2b/zYcYLA9ZXhpAwY5VPhSEc4k/pKCZS5Gvb4Ry/f3Zedt27ChQcGCKsbgXBEFKVsfJXcfSUgPdlBBnvOJrn8ZQe8FPj3YtOdge6nHWQpztufTmrvh5Ne1vnpOIW2RjrPcDO9rQn4ftuOSc48//2/v4xq//Ju65+24kKtChrTI5+xkm6w9SX9hLtbyLlX2HyfUSn33PL/CMb/1JsgvGYSt2vBqISTMYLN7hg9B2FnA72fEIxM7yKVQF+l6OYTkzm03ouo7NyZhuNmc2mzHe2GDz/gvkWUvwNQePH+XE6VvZt28fK7t3Gyti7BgMa7xzpqzrPUjRZRdnx6tSH9GYcdn02CUXlIIqSDJ8GiXrVo5Vpl1ibQdJlLlaA9jQefJ0zJFdS3zzK76OZYUgqaAKHFLVBCzZIIWBsZd6yGW5+EKQo8fb/uY5CVxWmRLZbgAsVxav33b6Vv7iYx/m7s98hne87R286Wd/jvFsiswvQg7E2QXm54XznwKdnac+/DQGw99j49P/D4fv+AZcs0QKQ5aXdzFqKppQEYqwTK5MccpiFiVnICrttGVrPiM7YdJZo1XsOmaXziGpI3ct3gckCW3KrBw5woGvOsahIzdz6NABlpeWWFpaoq4dlffUwSAlvXBoXVeFe8viIS0FvMoFogONpQHLwVwMwp41Glw9WdwWUyZlS9XGbIyRSGYoHQM6XnjHU3nq0Zs5dXCZIYAUYKSyzeQPC2Gjy/3gobRprq79zXSSR7KyqqVkkgjHjx/nn/6z13Pq9Cne+itv5b1/9l5q79gcbzIcLTMdX6Rq9uCX1pnOt5Dlo+jW71MfeTpdgnO+oXKOSgpkXZRqeclYXsSj2aHZdNFjq0hdEcUx6RKKASCXvSKpo0ZwZRcIwyHHTt/KnmOH2b26yu5duxk0FU1VE7yRJXhv0H0tE15daemlhEel90MpKXKXyQusizVHObVe9SRKitaolXNmHruC9VKaACdXd/Os22/lziceYdlBA3a8LdN+UQP5AnatOQjccJLPs4eq1vuSEfsfvv3v8ZrXvIaDh/aTckfdBLr5jJXRHrr5Gn7oEVej4wdo9t9KF9cgKBJNvCfFHef+cY2ranzV4Ag4qRDX4P0AzRlEaMQZa2NWI8JWJThvTVbNgN0HD3H41An27NvDaDRiGCqTZlDBu0DlBCk6iK602SqOuOP7CobeTd6q4jFbLBVdRolUHjRm2rYFFSoXmM9maChASDp0NiY4+LZv/Tr2Dcw5nJZ2BecsQO/7Zh63J/nY2fU45i+rXeYcpdgWo02rHBODlSFvetObaJqmgAAjqTPd9GEViGMT9dL5jJpESDMaZjQ6Q/IEl8ZIN0G6Ca6d4OdTpJ2h7ZTUTdE4Q/MUiXMqEo131F5Kk5XQaiZXNaMDBzh0+jSjvavU1YClqqaSQJBA5SqGTUNdD2iK2FBVmdZjT6rdt5yoWOxkX96q/X2PffDWYemDELwjxsjmeGqx03xCmm8Q4pgDjeM1L3ouNw1gCagKTMYVB8l6+X293uzGTrLDerWknsihV07qQZKu8qSU+I7/+Ts5dvI4v/yLv8Tv/u7v4Vxm1IwYz88wHO3F+wqX5j3/HJVU1qOOSTkLINGUcoPDjkCl4apHKnsyKomYW0S9BbjiiarsOXCQQ7eeZt/RowzKDlJXFSFb/aOuTA+xVxwEQxtnTUBeACF7SHsSg/D7bDisVIp8bd7Gq6laI1hwgcl0i1Gl+K7jjtO3ctdTbuf2I3tpej9YVMotARB6h3z41pBr2m44yQ5zhdDNFTUpYMEh1WOY7Lrykpe+hBe94Pm4uubsfQ/wlre8hZXhT5PmWwx37ca5xLxN1NUAzWEB9TC+LqURxaeM0CFeSb5oOGogtC0hDOjUG+2oC7hqwO6D+zh+++3sO3oLowOHSOJYGY1YDh40UY2qRQySvGXSnDiMWrwwJ5bvqLkHISbLopXGL++NPTJrB9ox6+ZkjVQDIcxbRqnjlXc9iWc/9QnsWfI0YpNIY1EIuoIwzkDECXF9QuT685JHPG6JyFER+c8i8hci8lER+Z5y/UdF5D4R+UD588odn/khEfmkiHxcRF7x5fwCj7XtBEcCi52lvyYipa1UcHUNOXPw5pv5ode/nh/9sR9hdXWVlKOhiqvKPoOz2KCwoTjn7HfEDu3maOzQFBGykWir8QrHlCyG0IyrBxw+eozDJ45TLy2jqiw3AwbOgyhNUxmcRUyfsackyiV96woRnn2R7djAyxUEEc74xTLgNbNrULPkhTDd5MDQ84JnPImX3/VEDo88ywIum8iRsVsW4FVhYOm7asUX8FdPSHed2aPZSSLwfar65yKyArxfRP6wvPazqvovdr5ZRJ4MfAvwFOBm4D0icptqaZC+xu1KUGRvVlwrr/kdt831PSTC9/3A93Pq9Gk+/elP84Y3/BTrG1t4Dah4k2UQEyx1zsOso3KBlFpCcAbpiAqpJibBhWDAQ+dok3LyxAluPnUrw+Vd0NRUoaZGaLyYGppYUB9CD2Ev+iYukEvXY98nXoWAJuMrjiRUI5qgK9mq7BSpHNU0MczKqmSedsfTObB7yOmTN1EBVUH1Orcjgb6omluH5eftGc5feeW6sEcjLPoA8ED5+6aIfAw48gU+8irgXao6Bz4jIp8Eng38v4/BeK95e/WrX406+J9e+w/5uZ99I+/89Xfy2c/dQ9spTdMUYu2OpRDIXTRxnXJun88jUiV8GCzIHFJKuGrELadvZff+A9TDBl9VVC5QeU8lRZlLhOA9oSeccK6AEo0kuykqtaqGMEjOGe2PugKTmSGa0C7iU8TnxP6VmieePM7tRw+ze2Bkfx7QheiRu5wsrjfpL/Y7h99+z/V32vrislsicgK4A3hvufTdIvIhEXmriKyWa0eAe3Z87F4ewqlE5LUi8j4Red+5c+e+6IFfNbtyQgCIpXjnMRopOzBYWuL1P/JD/P6/ezfPetYz2btvtQS+wmAwWPS2BF+jUXHZM6qW0A5m80iHLqAiew8d5ODRm4miVFXFIASGPjBwfsGqUhUBU20jAAAGGUlEQVTGSdNtN3CiUyGIZ1A1pTPQUsP90S+pLEgivCqjumJAZLdkbt0z4lXPfzbPOnWY1SU7VgGF7cWRTYWxtB/an7xA76aSoigv9Kewh7t/17g9aicRkWXgd4DvVdUN4BeAW4FnYDvNv/xi/seq+mZVvVNV7zxw4MAX89FrztoYTWujCj0dL97Ulzn9hBP88Z/8EW//9V/l5a94GcOlBiURc7YYAmuFBYipI3h/GaXpnn17ue1Jt1E1DfWwXiCHg5dFT0hwVl03pkjrck9aFLbYzkw5L3iXcZIIXhlUwqj2jIIwzIkVjZzev8pLv/rpvOirn8zeoWNYYcer4BBSyZBdge3asTvkhddc/qJpxX857v6X3x5VdktEKsxB3q6q/xZAVc/seP2Xgd8v/7wPOLrj47eUa9e3fYFjQuVNdwPn7IaWgrU6NUAi8JKXvpCXvPSFi+D//nvv5cMf+BDvePu7aGPiP/7BHyHiSG2kGS5TDz2HT5zm6V/zfHYdPkJqYDCoCYIRVftguC8DXlnvhZdFwG7cu5k6CMGrVfslMQhKFZz1ljQNK03NgeUBe7wxJkqGurIdoWNnGGlgxB4qDz16oOwQBQtnE8r+exmb4vWZ2AIehZOIRbBvAT6mqj+z4/rhEq8A/G3gI+Xv7wbeISI/gwXuTwD+v8d01FfFHn4Z7DObqkbCpSlZcJ8yVagv+7ihgDO33HILR44c4eu/4ZVohv/0X/4rwVf8b697PYnA6s1H2XXLKVb37yVpZqVpzPfE4OxRwLlMhSvUCaCxQ4DgxbjBUmTgAitNQ0ViNKg4cdNe6tozahySoXIlhavZAJBYM5TLSrMDZ5WzbjPUJy24K73iKCIslIZ0h3O4/ghmpN7Xm7c8mp3ka4BvAz4sIh8o134Y+FYReQZ2Sz4L/C8AqvpREflN4C+wzNh3XS+Zrb+u9b3ZUqg9xOSkEOcLjUl5X0y44MnZZtGCI0syL37JCwD4kz95DynDAxvw/k9+hjhYJvmas2cvcPbCebQE5bnEPkkVrwLeJmwdHKu7Vrjl0AEkdyzVgd3Lwq7GkgNLmEMFrNPQg50LHaTcor1j7MxEaWGk7xln/M5JnnfQi+78zM47pIsemGul2/CLMdnJMn7VBiFyDhgD56/2WB6F7ef6GCdcP2O9GuM8rqqPKhi+JpwEQETep6p3Xu1xPJJdL+OE62es1/o4r7ed74bdsMfdbjjJDbthj2DXkpO8+WoP4FHa9TJOuH7Gek2P85qJSW7YDbtW7VraSW7YDbsm7ao7iYh8XYHUf1JEXne1x3OlichnReTDpR3gfeXaXhH5QxH5RPm5+ki/58swrreKyFkR+ciOaw85LjF7U7nHHxKRZ14DY71+Wi128ik93n+w6tOngFOYPMUHgSdfzTE9xBg/C+y/4tpPAa8rf38d8JNXYVwvAJ4JfOSRxgW8Evj3WFnzOcB7r4Gx/ijw/Q/x3ieXedAAJ8v88FdzDlztneTZwCdV9dOq2gLvwqD217q9Cnhb+fvbgFc/3gNQ1f8KXLzi8sON61XAr6nZnwJ7ROTw4zPShx3rw9mi1UJVPwP0rRZXza62kzwqWP1VNgX+QETeLyKvLdcO6TZu7UHg0NUZ2ufZw43rWr3Pf+1Wi8fTrraTXA/2tar6TODrge8SkRfsfFHtjHDNpQiv1XHtsC+p1eLxtKvtJNc8rF5V7ys/zwL/B7b1n+mPK+Xn2as3wsvs4cZ1zd1nVT2jqklVM/DLbB+prrmxXm0n+TPgCSJyUkRqrDf+3Vd5TAsTkVHp60dERsDLsZaAdwPfXt727cDvXZ0Rfp493LjeDfyDkuV6DrC+41h2VeyKmOjKVotvEZFGRE5yLbRaXM2swY7My19hWYx/crXHc8XYTmGZlg8CH+3HB+wD/gj4BPAeYO9VGNs7sWNKh53bv/PhxoVltf51uccfBu68Bsb6b8pYPoQ5xuEd7/8nZawfB77+as+DGxX3G3bDHsGu9nHrht2wa95uOMkNu2GPYDec5IbdsEewG05yw27YI9gNJ7lhN+wR7IaT3LAb9gh2w0lu2A17BLvhJDfshj2C/f/FRTm1GFxSdwAAAABJRU5ErkJggg==\n",
       "text/plain": [
-       "<Figure size 432x288 with 0 Axes>"
+       "<Figure size 432x288 with 1 Axes>"
       ]
      },
-     "metadata": {},
+     "metadata": {
+      "needs_background": "light"
+     },
      "output_type": "display_data"
     }
    ],
@@ -424,7 +438,8 @@
     "p2 = ( int(nose_end_point2D_z[0][0][0]), int(nose_end_point2D_z[0][0][1]))\n",
     "cv2.line(dst,p1,p2,(255,0,0),2)\n",
     "\n",
-    "imx.pltimg(dst,mode='bgr',title='Head Pose')"
+    "#imx.pltimg(dst,mode='bgr',title='Head Pose')\n",
+    "plt.imshow(dst)"
    ]
   },
   {
diff --git a/megapixels/notebooks/face_analysis/06_face_pose_dlib_mtcnn.ipynb b/megapixels/notebooks/face_analysis/06_face_pose_dlib_mtcnn.ipynb
new file mode 100644
index 00000000..698d1932
--- /dev/null
+++ b/megapixels/notebooks/face_analysis/06_face_pose_dlib_mtcnn.ipynb
@@ -0,0 +1,893 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 06: Face pose dlib/MTCNN"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import os.path as osp\n",
+    "from os.path import join\n",
+    "from glob import glob\n",
+    "import random\n",
+    "\n",
+    "import cv2 as cv\n",
+    "import numpy as np\n",
+    "from PIL import Image, ImageDraw\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import math\n",
+    "import dlib\n",
+    "from mtcnn.mtcnn import MTCNN\n",
+    "\n",
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.settings import app_cfg as cfg\n",
+    "from app.utils import im_utils\n",
+    "from app.models.bbox import BBox"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def detect_faces_dlib(im,pyramids=0):\n",
+    "    rects = detector_dlib(im, pyramids)\n",
+    "    faces = [ (r.left(),r.top(),r.right(),r.bottom()) for r in rects] #x1,y1,x2,y2\n",
+    "    return faces"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def detect_faces_mtcnn(im):\n",
+    "  dets = detector_mtcnn.detect_faces(im)\n",
+    "  rois = []\n",
+    "  dim = im.shape[:2][::-1]\n",
+    "  for det in dets:\n",
+    "    rect = det['box']\n",
+    "    keypoints = det['keypoints']  # not using here. see 'face_landmarks.py'\n",
+    "    bbox = BBox.from_xywh_dim(*rect, dim)\n",
+    "    rois.append({'bbox':bbox, 'landmarks': keypoints})\n",
+    "  return rois"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "WARNING:tensorflow:From /home/adam/anaconda3/envs/vframe/lib/python3.5/site-packages/mtcnn/layer_factory.py:211: calling reduce_max (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version.\n",
+      "Instructions for updating:\n",
+      "keep_dims is deprecated, use keepdims instead\n",
+      "WARNING:tensorflow:From /home/adam/anaconda3/envs/vframe/lib/python3.5/site-packages/mtcnn/layer_factory.py:213: calling reduce_sum (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version.\n",
+      "Instructions for updating:\n",
+      "keep_dims is deprecated, use keepdims instead\n"
+     ]
+    }
+   ],
+   "source": [
+    "# init mtcnn\n",
+    "detector_mtcnn = MTCNN()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# init dlib\n",
+    "dlib_predictor_path = osp.join(cfg.DIR_MODELS_DLIB_68PT)\n",
+    "predictor = dlib.shape_predictor(dlib_predictor_path)\n",
+    "detector_dlib = dlib.get_frontal_face_detector()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# get image files\n",
+    "dir_im = '/data_store/datasets/people/lfw/images/'\n",
+    "fp_ims = glob(join(dir_im, '**/*.jpg'),recursive=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 106,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/data_store/datasets/people/lfw/images/Calista_Flockhart/Calista_Flockhart_0005.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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RcOgyrryo2d7DESzQhYZDD3USDwiSkxEuuQJBmL+VgFpNG7ZBt+uvSeyqZkMvavxDVcFaCtZtw+my4vG04uF8wsPphMfHx71jkztMgRkJwAWAJMYGRYYCtYI5GVHMG1K1iZmpCwom8/JMsl8IbaESUMIfQgyZxCS+bFvrz3F8oYrkcLnWinK+2CIWU1NGocogpMQgTsjuvyEuOIR6GzTUQiIkGLpovhlX5CmAwXNzv6hYgcAuH+Mk2J7pBZRwXV4iKdURhOhezTCuLD/5/fh9qLPtGQZV6VOVVyMsQjeNbg5dkx1xhCAXMauExQqwufymjJkyOE/mdr0sOBxvcby9weHmFtNyQMoziCeAGMV3PdQVUkxYZCa3oACqAp66SxLUfAfCzFlFoeQTz/VkpWKTIFmXCqGbUNVIQCLb7UYUwSQNHjNs0sckljA9VkCqtp20wiD/6XTG6XLG4+MjHh4fcP9gr8vlhPPlsvPaND0uWx0bg9UQQLhMK6u7D5uwSMwGzdkmcGaGDgtNvWGqis29C8OBqrrwDRUtxi+uExcGXKotzFJQ1xUAkL3X2clEqeatCW8TgbDkyerw+0f/FdMHmoUlNhpShVZp6AyB8tR9M6p8UMcfHeVCLQnV40ML+Ll3YK+GXCORGrEwGubiTmryIISaYJGOloC+fkYU9KnKqxEW44Opds85TqlDsuF7BZCyMfVLnoA8Y5omzE5mLocZ8zy75cIYhh37rUbJlXU1mJcZEyd39CIkJGTV5uwV7tmBPEXZkIEWCLo5EcmhdWutuWEbajGUIaTtPaB8rRWkdTcx265Yqe2ksTgqBJfLhst5Mzfp06UhitP5jHVdUUR29VQmMBmrTioGeat2d/MQlOTxB2ou4OYxb4tu3IXJuZPLWho5qWpCLbl6Mue822nVF66oQos9r5QC2Urz9CTnByAClGK2E1WI75wmNHp97MiM2VTFhEBj/twiIO+L5IuIiZDYfDdQpTt5UZfx41z7wXu0k9OhmjxH3u/uEYhV98KCh++v0QZJBOBVhAt8FRP2qgB/YprzVQgLQnf3Bgz6BaJKHL/wDmKDpKAESgnLYcbx5gBNZt2YlhlpSuDMoEQQCC5lhTKQfNHFDl1KQVnPNijJFsg0mQBKQf45vAiYLdXVB4EReKoADQFIyQLY2q6qsfsYiZqQICTIlKGsjbsAbEFutTpp2E1sZiAIa4EhoU0qHh4f8Xg+49HVj4eHB6zbxYKvfNEKTKhSShBXk1QExMEhOJlaq7lLJ1t8qwsHbKaCTSDIujUzZux6IoLVLRghLBygIBGh1s3J0a7WQN2JyzkViCA5P1XLauirFEgpRngS+e5P7rTUFzxc/SAiCHcSs8L6stbq/V1MeCqbTdtRS0VFi8iivbOXkrnQA+hRu/47EyDyBCUApsZsYkim6lO1I2FfPKTFCFTsf1/8mq1WMx8P9QiMXCZHXoZ0ySxyAmjEGjXJ+uIS/KjyKoQFcOWees0MX0llZlM/8mToYZ5nj3dISBMjTwxlRYVFfp7PZ3OpJkZRaXp8vRYWKWEubLEPNSwFw8CJO0Upoah47IItbLDtoIm3wRchrv2wO2+Lkhy8F3Ugy2S3GKtPIsH9w4MJi8sZp9MJmwuKrVaPsHRmPLGbOd1c4FGmZUBsldQIltoCDkxYVCcDRYFaQAoUor1a4eNHO0TiMHgrptIokEHIYIBdMKaEpIpNBJsTm5kZmhJQzDISFgFCdx2REF7cLWPxro5oBMCcxDxJS8WFyMar7GE/qUKZO8dE3QryQZ0/6iBEDOTVhPYKKSwvL1cVhYieqHoxj3aqxpX6I8DQCLuvKD8RSj+1vBphcQ3VxhKLqzqrD/dZCIvGNE3AZBGQ5pJtC29dV2itWC+npo4YjJcWQr6eLxbSntmjKe2dMjf321jQ8aqqqGrSXtQ4CHCETScA/GQwXzKRAdhB+LjOJo7tHmJkSWPxVRVrXXH/8IDzuuK0nnHeVlwuF1yKmSwtDqJ7YlJKLtS4twkjoWwTmtrk3r/MrFmbuXQU7imlThaSOQSx+sIWU0my+mfULQc8zciczKWdtsGyodBaQQCym7ZTSpjYA/tqtev9+dSFRiUXhO68paqYRKC5gi7J0AXMlLzVurPwRJ/DOSVcwf6ryfriPA5HMbxAMO42ivbZUHW7Rc+Foj5HIkjyWq3bVzLMsw8Jux9RXoWwIBipBzVvv1FH45xtR/EJQAAmzzOR5wR4OLL44Muq5uknJ9txVM2jEftFudWKUjdsl0tzmEopmdDIGcuyGNfh0ZTBWRjCEGiYTtkdgcK/wkPFx2J8Rh/kxn8Mr82tBuPuUQbEAQlXcCfz6oqLh3EXrR0xqTlG0ZRNt3cBIW5SDG5FB7gdJs3tsrXPMmyzYjWSmWGesgyBVCMmW16FsJKICTb1xQgRcDWu5dH5jlj4zIzjYibcm+mAA5mH6+VyQVk3uzczMltCoqQEeD6RKWczJcbzRTBhciEh3dM0K0FSwnTIva9LwVoKigouVXCWCoKZ52N5Nb+fq5gQN1a5WXPgz6ibhonMmlRpEP7o3z0nLHabxPUiVzWVLH78LEqNOq8+Z4bZhX56eRXCYixjZ12TfTvI6fA3dFOzjkgTKi1xiHMTpg9L8wEwYqiglII8CAsL9spNh29oJK7zdhFbqDUlH1hWsAfykCOLMKUC5iQTzxHCoZRiRGQp5go+CLO4j3WENMtDwNStGoFpnpouVOK6HB6proZ0ROwoaJiw4o5FTpiBtE18hiECApAUmNQmIxMPagGBqnQBuG3GN1QLJLtc1qZCkWoTFikl0K3lEkmeQuA4zcggrMSNeLbwcQW50Cbppt0xSQ3UiFMdfC+aRQFAJkv2UwIBJfPhmKpAziezpLgU2MWPXC/caxV5mKMxf0fVCb3ajhaukMFoWWHm1v7x2XB13Y4ruRIW6gjrU4anA69EWISrcHRADGQaBEQzd+XUOmOtBXXzQCkPmBpRyVYrxBciaQ/zNqtGDFxE7PlgSjIScyNQ6e7loX6klJCyBZ6ZsLAu5DybGsR5WJzcdMkKTxBTBZsUXDx3w/lyRikFl8ulLbg22cE9N4E7j4WVqMpmdar2XTBQhJB578V32gVFgiOJ2MkcNSkqEtRRhIeVqKsPAJISZoV5czpBaQ5ECiliJuhSgFKArYDCArF59KkY8gEsy1dlBoNR1oKJPX3APOM4HzCnCY9VTYAWQaIEYmq7phZx920P8ELndpoZVTtCC8FpVi4Aykjh2k7muRrz0IS9cxkqvZ8wCALr0rbQx/LE0T8W+DPcA18LHhcw1+qq9h8MG8CAMABQhOd/coNpL69DWGiPkQiPOzN/uTQNrzyPn9bEKADKtpmJzuF/CInii67t2KXsoJkOvuWhz1Psdj5IwY+MZFjy9i2Hg6WJm8zLUFWR50MTFkFuhbCwyFDjUGKiRPuijYEsAiqXAWHE4o0FCg/+Wp3sFJst3ncKienVtjZtHontuRHC0RYyiVmk2F3f3JLaEMbMCbOoqyUuY50g3LYCKvZiRxTJidKZEwBCHVRM+EJeT2dgK6jMUGf7j54u4BFA3UrbYcObVAG7Xza0oGzWnW7a1sZ7MMxzNsa9eUy6L4nNK8ZM5qQGBVaYs5jA0h1cL70POVw9JygauhlUjc4T9fpG1aTN0+dQDVHj0VqcFBNIW4TLvo2fkLd4FcICQHOxjRRq5IOp6CYlhU3gIg43iQ3ubttOWJiHZHVvSYXQGCVJbprlHoadjH8g9ryGZA5AMbl6AFlCmiYsy4SUZ+R5RppmGzhXYzjPjbOwxa6YSXG5mLUiuHpmoNYNqhW1bv6qTaBEfEno3uKIIkx4AouzAPrOYzkuAHXnqzGeJuph+yEUvugVAFk4fNlWUKlGUrrJL4Ewp4RUzJqU1TgBiEBLbbwAI7ngZggSNLI5ZaBuGzbdLHLWuZeiFUmAUn0slLByRoarhJQwp8mJVUVdi7n8A84jmfcr6uCHIK4WEZscUHfYEpNwPdUiQZmaw98hZbCGqhcbirmQq3YV2LwiIyRgIOSHBfkcKdqIytZO6SoGgKZCULeGhDAI3sq4MO1qJdOTQLeI+zeOy5DXtdr0U8rrEBYEW+xETafG0JkKGEsdkBMWNCYqoFqHYC6v7loquzRObKG8I8OePSekCQxqPvgTG9LIg9BIHtx0OB6RpgnTfGjoIpL7cp79kZwY1YqqBYqCy5qwbYY2zARbm8u58Sf2t1RzhBIQ1F2nWS0Klt1WF9YOcU6Eqcc0vFTMOiHIGILhHDkwEWZK5o/inAXB1JDZ0cQEWKzOZogoJrbG53oloELXZjYhwsHpOFKjLlSDx9ncrTkWy7gbh/9E5AmNsuMn4qXmUQoxB7AIqgqkwepOdATMKYEGtEnVUjVWX6wxk0aSMqwUY9l5etLzguO5Mv6uqTsYeDq76cvXA91UC89KptGW3zpk0VUNoZ7MZpScCjcFEmFzzcziMAThYqfcw8dVDWISuKWAC4Qwp8ksH9OEeTZkEFmzw0Px4EghyLdg21OeMR8XpGnCvCxmtiULyso5g90pS7V7XW5yQakJJwaYFJAClQKtG6RukLKirGfUqpCy2rVwjsWZbBGCakVETZjqkQ2COhyNBTa6WUdpENkXMKnB+LBqEIDDNEO4mvBQQGsFq4JFwVVs4yoF9bKilmKkKJHFuYkhOnbN0RyxCKieB4LYhKoLwQpFHtQ+FUF1layVxA2+N/VCxJ53WMTNGWpQNwJFBMm9830J9YWsjVMKDsAc5woDK5F5fsKsS6FyhQALpAvsl6NctelJGYVftGlAFiN5P6qOyrw3nwC7KNh2bw0Pzo+Javlh5XUICyKQJ4KhxI2oCwY8UIYy7YxApv+7HT9n5JSQ3D8i5/5oqnXQWzNyMt+MZVlwc1h6Rij47kiEOXELpuq5KpKZbKfFTbcz0jxZndliU9hzTay1oK4CRcGGglpXrOsJ5/N7nE73OJ08huN8cpPhY7fgWKf0v6VPLICa1cM8t9lcuN3MC2+v9odv/cAKsFTMakTfBPda9czXJAraSr+nR6xqFWiteNyKTUbpi0dgOS+eH9bgCRLSlIzXuRq/nf9KUZxPK7a1th3V1rqTjMRIKQM5XPj7M5r6yU0oEZlVipRAJC3fKWppKgU70pRVkZiQEmHhDE3d6e67erbwfxGQuhAEoTzDKYxpFkbr19hGDP/uZ7n0vhrn9054jHXjysJC3a9ix4EMRPanKK9CWBCRnSkRUp/I9FKXrCEoBEZ6hiONoNv6w/SZ8mCaa53dU+0RkWXGyrnlvDBkYVGlJiyAQzKuIg/IoqpzE5k93+aEPM2gbGnx2R2fFOZaXlTNPbtaturLesL58ojT+QHnyyMu6xlbuaBUyxA12trDgqFkf9h3DFUnIEMfdfNuM/OyCYyIuFTt8RwUXIQqMsgJTCM1ExHOpxPKxQK6LPiqQoq5n0MEEsICXV0TEVR+OaAq+ndMNwh01WO8rp/JAkN8Aw/VCL3kTnOD6zPrPpp0/Ps5QjLcokcVh9hQKOdsCBaMzMADM4oOaM1RhSGkD5cXBUX/gasze7XjugRBGt9dx4+M1xpAirwXwVl8GoHxOoQFEyZXB4y4w1735h67b2c9dIka/ghC6lmzBrWByHmhiKykdghRHNISkzAlW4DswV05G6qYEnvgEmMTuCoSLzush5IhIk4MqWoOVHVF2c7Ytgsu6yNOj/d4fHiP0+M9To/3OJ9OuHhkqPkk2CIxtr4TkoDY7ggYfwEg0qiFJceykHv6OxcWI5Emzv6bkLFJNPpRMMwkq8X8JIDOb6hzEaOnY+jEQN/lrnXqmMS7nKSDKtGsQ8OEDzd8VUXKuceSDHU261UIC2+jElnejoEgpGF+xP0hZJGaFAcW+YMkRo68qp6hiBSYIh8GSUvEMwqjscSnYWl6tgwCpAuLp+XaSuI+i/s68FQMtFylTH1D8et/qsx4HcKCbMdW36E6vOpCw5aNEZu1kZwROVlRq02sLTgPmBuyM0bG/hMByqiublQ1e7xZBYzsihiHcTdkFxaLm1iJzXqS2ZyDbAe0W4lazMnlcsb5fMJpPePx8ojHx/46nU44e2QoEbUMUQDcLOam43DV5m9bAAAgAElEQVS3UnEeA5ZOkQRABtieSRJajsoW/aoR0KWNg2CK+AwXjEDL5yju7MTjmIDa7g4RpMgT6hxAtJevJvboJ7CD0leeq2sIpimbkxWTeWlC7e8In4/F6eiJovWuakSG81rMcBxjNqoqzSGq7cqu8nmgGqvCFTBwymAGRAkzZSABAjZPWX92ekkYXJeP+d3AX+zUK+8/Gdf7SHo+U7fygMwVXVh8AnDxKoSFEkE8lDlCeqWaC7OikzXVWAVsNruduDLeAiXOhbDOykTultxRRrV0ShAhbARoJaRaYao/YVLPk8EMgVtAOJvHIhGIExSMnCckTn6wjxOCk5nbalmhtaDWDaWs2NYTynbBdr5gPVnAlwV9DbEQIj0Tkqp5RLYxVucobLQrwRPhFkwJIFYsiSGetp8TQ0mQ2JBCLLTgXyZiLDRZm6st/LARkgCH6dB3fw5rgvuG+Hi0owpCKOTnA+WICFIqynAEYRxzaOPej11UtpwfnAkoBXkyfwtm7uoKEYoSslob2KLKoKioSliLBdrFRpFSmCMNDUQIeKA5ETuuMY5vkApsWoDNzkdJPGHJCVNOqIlw2c5A3QAhbGRh/uJzZ8QHKgNiARq/M6olPri7RfycVacOP2hIaSckFBA/tsLnvnmjasvV8anK6xAWQDtdSh1uFYo5rK3DilsXLMmKe3gqQCogqagVABMKFJNKS7Ibu21mhqqdZJWCGEoJkySUagz4TIyJCZPzFwAwaUJKE8jT+l0vCKBDUykF63bGdjnh8fEeD6dH3J8e8P79ezw+Pj45mi923dCD428Kx6AR3btOCjbBZSeDWSj+6KjTJiYR4EgigTDDnmsm+w2YzfHI+zylZKbbAQHE8QSkdigSkaMp6t6wlLL5Ylw5tqkq7k8nU2+eERaULFI4iFJTFT2xsU98M6W7yTVM3H7uazvUqHR3fBsyafdv/Xt1slioQoQeoKhKdtQDmxGUIOY/AgZDUSgjs6G9pIoNnQcKy93Hmkt3ZZhL4/Vtwwj0d11/WAuT+ZWA3aUuRXySqyGfiON8HcJC1T3oTKdUNRt5ePyF2WyrFQJz7EGku4ssUgJQtlOxkCyRjbqaEMRYJnZoW0zX32zRTuFPQYqF7W9dKkqeUARYsuW0mSbT+pPryMkXJmCWg6qKy+WCx/MZD6cTHh4e8O7+Pb67f4fffPcd3j3c43K57OJAeqp5NL3U0vYZo25IsrssxzkpFFnJg4NJ5NHn5kyUfNciInPbJjIVhCwXFSks8MsGwFSL0mNWxAVavBIRtFRT7SZu6lMpBZP/205ls4UezxcColYLFQ9hYSjSc1yo7gQnAKzrilTrzhSckgVdpxRowQ4EjldTd6r3HWtD4ddJZEJgxEIKTmsnbAGwpHagsuUmTa4Oih8W3VW22NSqds/PDwoPV5HHxVxUwGSqXVPHr97bddZwVwVhFkSYJdE+oN++QDJR4N3a7eshLEa2unokY7O1owLaIdY1sTnqrdcS27gM+36epk5k+qAvc8LXd2+xTBPmPOEw2xmds4fFH+pN89HIOUO2bgYMBPHd+3f4i9/8Gt+9N2Hx7uEep9MJq6fxu+a8iYa4AOdkmFKzrROZKVliIkx7YWHCxBLXzBqHHhO4WkaorH540FZRywVSKmSrO5Tz+PjYdv2wMjGRRdcCyEtu/bpj44uiomCrwJbKbueWagu6lH6v0M1n9FQCYxAdAHy3MyN3chOccXv7tuVTbeNPhJwmFC0e1m+8RJsPwSeartpelmKxtvqF1M6wTXD1aIMWW3RTYiBc6tUtS4MCEjEqGEjb0efhieAIXgdPrTY6/MYQt6noo1oC30CILapZBwFBKU5vwychN4FXIiwUikspjVyruo8cHMmxltMBhi7gYcDXmZJHgQFgJ3hGYbE6qogcnBmEdZ6RiTG7gDjNM+ZsZ4wsy4JKhLlWVILlSyCYbi7V1I6He9zf3+Ph4aGpHiOaCI7ipV3HJncPErJj//ZCcDwfwx/MUIgqEjFmtZRuxGSRmoBxIduGerHco2XryEHEfCkU2EWGjtaMMMG2QKihzxsKwX73brEuV6rXCLtH4dIfp9cRxXI6KO7v7y3X6jS1NnJOT1WMYfybNcnre2luRF/G9YlyF+yOhrj2dsfuL0RDTI4hQKAToaNKtCMmhzEUAmyrwG4zCV4EvpkFGow5ATL1GESIhEdg+u08kUzUUsZzG6suLOhqAoRfvoSp0aMx9cpEd80pRFEii0L1yVKZsQ56eIIdJZhcAEVE5DJNmOZkwkIFh8MBq1Qs02Rqkgd/fff+Pd6/f493797h3f093j884PFyxvmyYXO4bO3znS7e3RoZJBb5xIllahuGm0X9FROFjLhpEaMZPVoU7lAUZKeuFdt5hWxD3kznOJmyJ6+xXJ1M4YLUrSTA3u5vKkdpAqGNE3VEOKoe4+FOE0/t95tWgPpiTr4rkgcJNoTIhFoYUPaUd7GBoPEYFuZhCCHmQljS1AIrOpQngiUX8jXGFHF69rV0zixpMuctspiZ4FrCSS7qpFAjtKOOHbptfJL9HflFRkTSVFP0fmbmpuKoN1DbbX0ugJoQ+ZDr/48pr0JYqJNn8XdPpiLxAzQzV+iaiJOv3ZRHXWcdnVXG91BL4hAdJkaNjvXfrJ685R06FD94+r48MZbjEZqSZVtSxebCAj7pRxNpmEfXdX2Sr2KE0PHc48Qai02E/gwSeqrvjMmNiRMZP8GezQpqHI6WCpRiByVXhWx9l/c7WN7Loa8aeTnA6et+DDJz27p/RHuH7hAHgOZiv/iJ9STUOY0rPiHQYs4ZyYVLJF5eC4YjHSLNYGnp8kek0HgM7aTniC6ekIojjySCslkmU8oJktJOSNoFFtLeBEAakO0wtsNA9/crZDgu/kAP4/xtJHA81/AMDWEoAA+SI/wWCgsoWgSjqnanFtVmIeBhQVpQUMA5abkbrK49H9CcfojajmwTXyGwTNbBNLMCxMB6PkNKaQvikiyb1uEwYy4bhIDL5YJjLZaWnuzabdvwnXMWj+czHs9nnNYLLttmxOzgsdgWapV+xkPsIN4eIyfJndII7YQL30GyusogfqAO3MpTBRCPzFwtGxg2E67Vc0Sohrg1PgQwlDYK7TFrFwCLgwFwczg0d3o7B3XCWgRVC4p0pEQElE1AZKrCMi+4ubnBwa8nNUL4dDohuylcVVE9k9UYwEdqp5RNywEHdBL1crmYhUnNPBtjFn2sHkrPV4kyr4XS+FkI0pSSnWDvYfAoxdQQoJ3epugJl61TjVgN4f4E5YbfSvz+aux9Zj9R07I7h73Ef/Q60dbCj7LMfKC8DmGBnl8ydMBIc67ocBpiCVViqdMzu0X8e+xowPVrUYC6QxGw38XtnE+LTIxJFBMQzFjrisVP2FoPKy5ls2TBXk8pZedwFfD7ejcb7z3CzvbuEDZgLrtQIBhcDe4gkZFeGWxxHg6NScxPRUttWbJ1q+YCXuvOAmA7oFs3hjMrRrIxkEQIiFiksZAf/Xk396e45gXCtf7m5ga3t7c4HA6G8JzYjOtCAEQEakQFx3fG1az46puvAKAJtlIKahmR0lMeYnz/ELq4Rqal2ARM6t6xAk/Sq01VqurRwX4NX7XhSfnE6sGT6jXu/VuILEzF2Mw85RNVSm2nZTd8LtJQB0HRMho3AYKmsjSpHpNg1ONG3fBq4ILgW8NvYvwyWcDa+4eHBqfDVBjQ9XQ6Ybtc2uIpToCGGZOxX+zkgmGTHkUZwkraok7gMIzEziGMSQgTjFeZYIcCsZovyun+3vI2FlOrtIinqEtmXgbch8OyoMc4SBBsKbdkP8zceAYiwsO793i8nN10aGePQvZZvmIR/upXv8LN4YDj8dhISRsyQTmvgACJEqY8N55kysUyjqkCVbGtpVkxki+Em5sbs6gsGZyA0wPhdDo1C9EohBX7hMhP+ICUmtt48dyhHQE6sThlJBVMmowvgiEdctKVlGy81KJ04XTnjk9wM/CY0a3BsFgHPj+fQw4E7HK7tOcTscC1sICIuLX0t1BYENBgonkUVqhWiPZdcEza0nYFBlRrFwhAQyex0pqUd71eNKxJYbba7/TmyyKIjg5zmADQre+4kd0qFlDsuuu6Yt02bKVYwA/1upseq5FLYmiruADzBkp4SxrLBlLPrM3JFg3g5lB7TZpMHasEqgaZUaoZUtRIN0rwsHf3ZJS9H8t4DsY16lFXGez8Ebj9HoZgyOJiElsbghhmZrw53uJ4PBpP4R6Z0Yc7K0mLkTHBPwYCwse+OgI5nR8wLxlLXlowYFk3rNvFOtePooTCI0Zj8QnCIhIJlM2PjyEk1s/siy+8VsWJ1WpHQHK4LDBaOr6KzhFFf2GYk7u5/szm5F906wZiju43qx0XM/4bQLgRtPCI0XHnE2kjr0JYqKshFqPRT2UiGaSouyRL6yDLHG1fDSoIujxtKIQ6M820P0372mIS/EV3cd6rNyNcDgg9xiGEI5JIP8M0rqXhmeK5OmTsE8n8Eyp81SBR5Lz069n8CxMzMiXMyPZdoIhtg/qRfE0wmurtxzZapjHyvBnRN6FWjP0SgiJQUla1g6enCaqKyVUGDY9PVc+Sbkjk1pPyhpo2vk6nU1PXRqsJYPxI9GWogoun3KvDvUJQj2fYBkl5LexCAIQ1J8rIzZAjgPE6wDYxKgWFPa9FZiQ2Ujihk8O2R+3HfXwfy3Nzr+XLGDcXoOcLwVMXq3jm5ALSMieJeXN+Qt7iVQgLKFBrachA1CX7kEo9AseA3vFyZTd/qVx7B47RgTJKc0cWkYHKbC69syP4KtoQE1ZVsdVODBoSGfT+GklYXHPSQTDYnZGQPLo0LAgKSsUHqPsQ2KbuPiApY/JUdHAnq/V8wbpd2tkehqbE3JiBXcwCvC5rATAv046AG4UXyNzlU0o4Ho/IObeF/O79e6zuNBcJcUJ1WZYFiRnruuL8sD+0uR2grPpEhZnnGeu6Nv4irCGLJxyKRdXuc5jx/h5PuJZxrIiGRdhNFf1545rGPxraUnUOSBVCRqgnSmhnxVBPuBP1XXNVowBofTv+7SUF8vK2jBveCBF2JCkwWAnJdyI/4vG1CAsi+gcA3sOEXVHVf42IvgbwXwP4ZwH8AwB/U1V//eGazE+hopOZjewEmil1R0yJWTNeQghtUBwSiqekE49UNEFET5zbArUF6zyqfU8gpHaLQQiVkSBsEya2AhHLYXl1T6BneYo64OeBxoRU8ezivpNNKeGQJkwpmZMQKk5bQVlX1M0c3BJxu1NfiBwPYx4U7uCVAGxFQCy7nTaeJRZErXWHFMbDl2sE1TEjLzOOx6PxAarYSsHj5YyHx4cWmt8SFPl9igsMZra4n2TJhuCJeNdSQNuKvG04nU4objGx0+WkPSeu2q9qHsF5F9fjt0bfTMTHQdjyWUSbbEoqLC+KmU+FgTTnlixJBM06oupBdzFfQ2DQkDR4UDvGedUE3DiHR/Tx3OJ3VZLVOQ9H4W3+Xk/yH1k+BbL4t1T1z4Z//x6A/1lV/xYR/Z7/+z/9vkpa1OX4oEDLBakwYrBxFhqnqXfCs5FJAAIKhrBgUjAYKfx+YSY9JbTEt42SIoBUkNBNmEFKSag0w04ROz5gOjI0Aty84eEc5IcMA2goiWmwuJChCtFqLse+s0RYNCcG5xnTZCnzb/JkzmDrhnIp0GJnqRYpyMlP+hI1noKC5GUkXpqKZGe4Gs0JoHn92aQMQWyZtyx0m7EVO7axZyYvFo+SJyRiPyphRp4XUMp2pqko1ipYq6BYZZaFKyY60FDNZdvAi7lzT4fFHLE8ClkuF8yXgsQV5rZYLbHQtlp93uqybVjX1QQXWyyNJUQ2BBjErTlEpabKVsDzWlhNROa+zhCIwmNcgIkI4ikG4NYREgUToGQn1nWJtFc1Yr4E7zAKjDLkNQENuTikdD7iKRHiQWT+Jbl7+6ciK7z8HGrI3wDwb/rf/wWA/wUfISy0LbDutjwKinFPDz+El+oB3CffrwWJJwIxmNYccyneySee169AnJkZbYjg7BjsqJ/a4OhOvSm+AMaMVQZR7TcxUWJAnyAn6tmoTNB0RyjzfkxG+JYKbOaqHUTvnLPxHLQXaEpA4oxNLUNWkQrAAq9ELFvY2IZoB7AnHEdy8ol3Zso4Ho9Ganpi41otUrOIpaqLYw6yp+InX4hCZo0RsqMhA1lkwE5TrxXlYmfX2kelwf9w/AJ6nE4IdQY/SYLTI18ducXzoi9oO1+lb8vNI9PvR9WOpfBkZi3BUKU+vs/Nz1ElHtHkh1Tp7y19jwQQBPrw+SdAFz9VWCiA/5FMDP9tVf19AL9S1T/27/8EwK+eu5CIfhfA7wIATQkkPfejSV1bSBTmA+1btcB0x1i85njlA+a9s/MIhO76LFpOcH98vc4RYBGNQ2MBOMwkzzLlaCOxp7obdVNV8DBZ1dsfp39x9JyqC7I+gYNAtVBsfz4RzDnjMC+4PR5xnBcwEc4PjyjbBt1cgLlr+kS8d71GuDxHghh439qOxLBT1dWFdXuOQR+PuJjgCkbfhwjqCo7izZs3ePv2Ld68eYN5nvFeFfJwbwFOU25CMHsm9HFRNXVEC0oBpplxPN6BWFG27pMRvizNDTyQ0aAu1TjyT3pioBSqj/MLEAFPeffcCXDCsqNV0WTjDIFsfjodKfI8gVPCnHKLTi1ugqXhmfyPpnKNzzuqG9T3LJtzjdsyoSRkmc3aPB3mc7tHm/vj5/jJ5acKi39DVf+IiH4J4H8iov99/FJV1QXJk+KC5fcBIN3MGsTbOGi73zuxG89v6oEtRDHM5d6Ng7QGoBQ5DjpJNKoqhKuAroZs+kfBRcX+00yeQ3vbZy4sxpcJgz06snr7vSOwLCwYibpvfwiPQBRBwgVn0NLABZzVns+yysirmBDcHGXEQckpWf7Tul3c61HaIrkm5UbT5/hZBJ6FP0ZqhzBxQ2lNFUrhmdmJylE4TQSczyeIKEQZ4ISUk6UxXHrqv6bCUE/Aq2qmz1AxmgCOfvRzUrsgfb7sn51A5HXiGbd0nyDs6prZk7qr/PX8wtXnO4EhYQUJd+39rGHfN8fsWTFJr4XQ0xn308pPEhaq+kf+/qdE9HcA/HUA/x8R/VVV/WMi+qsA/vT76iG8LCQ+og0vfha7+gj9riHg9WfRnidqoZouGm2NoQj9s/EWMfGHd0J3prnaOPb3eIbwEgDLEHwVDHk7dlCoKbFVbIJW97Bcy2bh4RKnm/liZ/L0gLkfjuToQYvt6mrnJiLBDp+eeMKUF3ACalEUKoAyiIJ7sbpymq1ONkGx1YqznzG7ikcUu9Un5wQenLQAjx/xgCmtteeUTNnIXGas51OPlh36LRBFjP3OmgO0tIE0CBYSsezlz60rpnaeCBM3a0NT1cQi8KLOOCSLyUjogv08Gybok1u1T4Y5uWsK9qo3DwLjaWXa2vkpy48WFkR0C4BV9b3//e8C+M8A/HcA/iMAf8vf/9uPqY9jUT/7rQNnRxLqf8deHypE2+2JnI/QhkYQAzAOxPjZeLdnBEj8Ho4yOlQIYmWAmmr8iyWvsbYyoZktyQkoe+5eIsbTtBaFqu3KOc2YpwMO08G8BolQq1sizJfIHZtcVSqC0+mMtRTbnf2ZBJZk2DKR26lqaTLEEmRqLdIOOopIVmUgp8lPXwOqFCiSozbL1pWmGdNywLQckOcDOE+gNOFyecS6VWyeoEjAfviQ8QXTsgCAp+p3/4WUcJNuUbcNaym2gNz6ME0TMhPO6wpsm7n/U88qESpSQ0hipngmQRXFtpkfCKP7k8QZrMp7FEVA87kAwvzu/xIBVSOQpbpHcRqRAlvWcZUGh3fT6XpuESwGSPab2FhaCof4d9TZztONeRlz9/Ugi18B+Dv+QBnAf6mq/z0R/QGA/4aI/mMAfwjgb35MZSMaAPCko35o+alS9SW98vrfL92nPYfuszRFaerP1cSIiWKp5u14gpSSkZaRu4EI27qhbm4OlYiPcOtHqbhsBVvsshR+nrC8l6kLi1icliEKoNR8XQ3Ck1PCyhBl/1tQKkHFdPmcZuTpgGW6QZ4OSPkAzjOIJmybolTFVgkVDEE2b0kAmhjsR0CIWzw4sXEA84wLm2dlLYpEAkqWIoBSbh6kER8SPjehdmjtSZCBji6KC+I41cxCyT0Jr/hGMIw1kdvE1A4gsgC92vJ6jhnPWLRdGlm0npkYu/qfqCUvzPtnN6+rEuiDPySUfkL50cJCVf8+gH/1mc//HMC//QMra1wBsBcUDUqSn23pJBKS7VDXUExp7xL+XGfJ1WIPdAFgp0MHvATQ0uqHKtEyWvs9mnDwf7eIxOH5Rqkf/9WwwrgHa7Qh2tZOVeOMOU1gEMpWsG1mtqxFUKu6sIh8H3aqPNJk2bYSQz3NfV5mO3YhpZYDU0Eo1VBYXcvOczLas2JD1WFsOAFs3EaeF0zLoaGLw+EGy2KWkNNWcNqKWTk42St2PLa0/jlnVNj5p3b6OeP2OIMSULFhK2espeKgBUSKPM/IpYekj96cMXalFNR188OnzMNSRLB5kuI0wYQmJbMo7RawqzWD3hhcyCiQhNRS8bnVRkTb2aTGZWAwd16pIS+oJW0NwPLFNh/OoXnBb41qSQgs+NxisvyqLwmfH1NehwfnUK4RhYZA0P7v8bvnrvmYcs1b4GqyfeiaH/Kb78uA2OoZ4S/ZLCU1x6plnnFYFuSUcLlccH44YX08YVsLSokozchC5YflBNGYF3C2w5Aso1QefEZMcNaA7ltF2eJEckuKnNkOLSYiVE1gzyA2TUeoKnJ2U+lywHxYcDgccPAwdM4Zb+5OKJqgPKPyBOWTowHBfHuD6XiLeWLwlMH8aH4bbl6dlwmc7jDPs6spgvvTA+6WNwB6Ri9VU3FCYEwpQXPuxyu4oEA1xzZxM/OkBvuCTO4newXfFcVG0TKKM1QSiPaBaWE6b//mPfM1ku5tvMc5FCz6M/PjGnV+X4k2pO+Zez+0vB5hQez+DPvFbxLdnFxECc/1VXAU7ffDwjcLSSzIqHRfv/+xG4iXYguurQPP6ZY7lYrU2+a8C0JPDuIsfmsN7CQnY0qeyi/PoMq4PKx4eH+Ph/fvcX6ws1EBtr4BwGmGUkJKC+abWxBP4Gy5QufDjUV2poS1Foj4NCKBlILLWpGXhMl15kj8M01+1ONkIebTNOHNzY3VOc84eiKbSJAcAolSsiQsh7f46nzG/ckSAt0/POB0OqGWDYdF7AjJ5YCUGdt6wcP793h4fI+1FjDPOHhYe63F4kjWgvv7+904x1iN7uIpJajzO8yEJH70pZhnbBG1GJmsdnQm+24+EswuAMxpzBMHpwyGfb6WC1Asz6glijZ/myoCpQzAPGPVeS2z3A3zg/ebX4x7WGDsK5/X8HNfY47BvguZE+kKWm1upn8VasinLIoesKVXEvdDO7jtv/I8j3MtKF4o15eO92tOPPHS7nmHZ97H62XYmZrQ0OvB7jC1IUYKdsHiBKZpMa/Mi3kkbucVZau4XDaUrYJTLMyMCkIcCF1hk5WVLBcDEpQTeD7igO5ElbJls15LQaIFUM9d4bt2JCa+ORxw40LiuPT8l/M8t1PXN/FDkZwoFACH2wrkC3h+g+VwwfHmjPePD1gvD6D66M+ekJGQkiJNM1JeIJugFIHqiil79vCUwDPjdOrnwkZ/h8AwD8uyc9KK7yMa1RBf3wikVlM93M07UuwbcWrm0iqmqijo2Y3E5oHndiVXKanPmet4pOdQcVhUQD0LFpDMHGus+tUGNSTXwc9fXoWwAIKtf2ndP/UsjPJ90Oy5nf/Htu+51l3X/ZI59mPqGuswnTljTjMymfrxeDrh4gcUlVJQNpuUCcmsQyKoZATkwnZQ87wsON7e4fb2DnlyFDBNyFOyvKKTiaYiANME0tSiaJnZf2MC4+7mtv3NbBnHcs6Y3Ky41mJnuvgzFhVMeXVBNSFPB/B0gJCRteu9Pcd5dX8RWGYr5oQCz6ep9lzEsN1Stake17ty9O2Yq9U+679hP/UuUg/WWg1VJkbSnrquvbyCOBfEYkYSwO5HEfeNhLphPRkiXJ+ovPE39gKDBmRwbULv8+bpXAHC05iezrvfNs7CkEUM9n4BRlSmohM6tjP0nAVjMTL7ZS+5+M33tukZdHPNR7ykhrT7DBPC0AW6ChRqk0eUpkEFUSaLsUgJOc/tdPHT/QmX89m4CTDA5rSkopZfkwjCCiIBmDEfDri9vcMXX32DuzdvkaeluWLniTHnCdPsKeqqgmmB6pARmwhTyi0E/MYzXE1+4j3DkgFRtQxmmRJYpJ1ALgLk+QBNE2jyXJw5VKUEbGcQjMPYqkBrwXqpKJtCKwMcafYARW0E4zRNgPpJaUOQ4bjImRnVD3XWiKR1U7fltPBxHAjnxknEmCq183DbvHR1OWkCKIH8BR3QhvtnjNOChnk4/h39HK9IjnPNYTw5cApo6Mjq+OkWxO8rr0JYAM8Qjl7YO7Bbu/vfrE9kxdM6n+m/D0nsFzvcU6ddXzcKjI9BOdcN6jtk6MkM8hS85lNguT1Pj2ecHs/m3u0RtIyI1twghSz3YwJujgtu3tzh7s1bvP3ya3z9zS/w9u5L5Hlp6e3sHBSzRFjCF4Lq1Oz84STXjgQgalmuMncfhZyyHWwEBaeMIgKuFaACpYJFgYks1qOUAk4TmCbMOSPLBefHGafzI9bzIy5bwboWbOsGZks8kwh2FoglGYGIYDoyPPTMrCcinunbna1SasRyEUMrnkfXLTGEGmOphsYSWf89t0nEswYyMc6pZxx/zgvUfj8IhSu0aYJnXzeYdxGz+7moeGljsmTL+7neLHy/bcgCCssEFX+PDzhwk+ETb4jQB8BYov7zNhhBeMY3NkleXNB0xZyrLdhowygoxp0srhnv/fwzjmzHcNu4Xti8JkVwp2AAACAASURBVNnS8Oc02SKGYL1UXC4rzmc7HGjKjJSM1C1SgUJQsoR9aZ6xTDO++eorfPHl1/j6F7/El199jfnmDfK0YMpzU0XCI7IJYk2m0gxqX5zoxmRWBqALECKySEtfZIkVVCuYKpQSKE1I88FMsa4arKXgOG9YtwU3mbBeLnh//w6/+Ys/Q9kEF6woxfp7nhI426iXukErwJzNhV0J61axrhuk+rmxFZjnBYUTTg+PKGSRulV93TBAGjxEjFfsOAJQbYufUkLlBNXYnMyMGUjR+oDM3YMEogUMT8IjZBzHlTWkbS7SI46Np/D+bw5m3S8kSmLnWRS9Xq8vMttXV+XZ53C64v9+ankdwuKqXEv00akpDFIRQ/HpuuLpvftnhOdzFH1spd9zbcwWDeHTIe1aCi6XFWspqNIhLADbUT0RL09H5OWImzdv8c033+KXv/wl7t5+iTd3X2A53Jrfw3LAlBdDCimBOQNk1iYRRU52OtvYD9fCYuQzVM0BjGJiX+18qorjsqCoINeKKsCUBTlvWLaMYwK2dTWSFF39KaXg4f5s5tzZXNw92R6KCB4eLyjrinXdsK2XxndYAt2MnIE8T6gSsTMezCeWv2NUVbV6JDLtc3cEgdiPXHiq7qSr/hj7DXi6iVyj0Ovfxdhez8CnG5zufg90dQq4isj+bRMWBG2w90nR3jHXVofnENZ1xz7HX3xMUR3PmuiD/oP1Qt2z2P1zn1zhNehPyOwekfMM4oTz4wW//vVvsBY7b5RSAlRxPtnxBDxl3E5H3H35C3z57a/wzS9/B9/+8nfwz/zz/xKm+YA8LUCekKcj5uUIzsncwpn9eESFeSiaRUA903d4OEZS4URs+jons0ow+1koCllLn+BESMlIT05qDmCONpKPx0JHkAq03NhJbnXFt99+i+/e/QZ//qf/CH/x53+K//sP/y883L/H42nDlMjzrVo3iWclM6cuRi0btssKlYLjvGCenFeBtihVSD/4j4ha9KkmtOhUVd1F61KyIySDoymlmLUqJeTJ3N2JyM/PfWodiXs1wXRluYjPRPq8ek6lUQAFdVArAlG4kGFYjMsnFAzPlVchLDok7OVDi/L7eYGP5CG+r12tjr268eMq6+pS7AbXBOn1jlOLYC1mMjVB4kfpiYA5WcRozliON7i9e4svv/wSX331Fb7+5hvM0wLOMzhP4DRZbEea7DoXBHYaOaBk9RnJakKMY7f15yd256cqSGDPKO2kP/Xduj0LOwmNOLTXJjkzI1PwPwJhQcbUo2rJQuHfv3+HlJJFn9baguQyqy38bGe4AoCdoWQZwNda3AxtgjdlmNpC7o1K7nFJ7v6OivoMh6XGgD5Z/GNpz3vFV7VrXuCxnoz78F24bO83FkU7rHW44CWr28iHfMryKoQFsIdq47/Hz3Z63zCQ1531HLH5QxZ6sN/PfT6+fkx5zkqjuq8z3K21CC7nODynH5JsXJ8CSsg843hzhy+/+grf/uJX+Pbbv4I3b+6MMwAbY58mjw9hiw1xM5v1nenxoIR120DqmaRw9awetm4novEuSS5F6jn09lm0rSVY7qniRgg+ZGVQQuIJh+UI+sLu8Tu/89csF8a7X+P+/t6FhmX1mnNqxySwJw6GFtxfVohs2ADMuZt9mRmPDwWcCIkNKUx+1EAZ2vfcWJmArN3aQGhm2VFYXF9zTWZfqzA7Xw0nQsekPdTGOHpJm4WkteWFeRXt/NTy4tUIi+Y79ZyQiL+HSY6nhgW//GVb9E9qH43edU/v+cPvEQLQXbCUECa4WgRSN2xrxXldYaZiQmLAhszOBk3ImOYb3L39Cl9/8yt89c0v8OXX3wC8GB/BCTktIEweawDj8ZAQLs2Ac0BkgWHqkFiYwcRIkTMSg27OGeBsodiizcTJXl8Ri/gVhx5E7hRl+fv85INqmo8S1POQcZowLYIbvMEvvv0r4DRjWQ7I06/x7v1vsJ7PUDX1oFwsojaxxbsAsFPgq5q/iXpyIvcmzatZcsCWH4OyqXMsGemKTOycUIWIOXqlxO3YB8DJSI6T3fnZDea5eaGqjQdpiXtoyJGqA9LeCQs0Z7cQFhEXZfPjGQvLD5uQ31tejbB4rlx39rXpKSINn0MWP1Y+NGn/zGfX75+iGDu+R1RVLL+kOV/1jFS2A7LtxGkyJ6ubWxxvv8Dx9g3m5QYpTwAvSPmANE3gNFvQVwg6tTM+ADQzHbMJhYnTLjt3SqmFxAfSUNVdohkhYOIM0dqykxGRnaUR3o68R4Rx7ANS9p7OqGIJbXKcN3J7Z74fzJZIZ55weTyj1AseT/8Im/iJa8myjlO2rOPruqIWO/i6qiL53JimGSKWBGd0C88522FMQ9kdSLRFFvLU8olcHx0Q6kZHa0+RRYzt9XxmTw401heHNz3ZOGkvLHpV9OS3TVh8wrn6KoRF2BqefE5NdHaC81ravnjdDyc1x9+qOpLZ6aLPE6ixcF6u9Dnme0QU7q4cXosCiJigsAUznolRUYpANGG5eYsvvvoWb7/4Bsc3X4LyjLWaI9V8OEKR7FrOoMRuKZhaGwJ+s6crHE2iERsSu19Oxml0Um4I/yYAkb9BBEgM9q/NvTl8c22hJSGIEEpFc7Vb8tFS6VUgY8LN3RvwlJEPJiiW4xGXxwseTu9Q/+we67Zh1YvFbriw5ZwxAyjs0cGOKlQV02K8hhTjNC5rQSKz8CzLsgs3t/Nb/d8+rk01ZO8nTs719Ixcor1PUXuE6od4j7GMZKghbRqmzp6LGwVPqDHMDFELLEzakxB/qvIqhMVL5cfB+5+jDf3vH1tC0j9hyoMbgJ00ptojPsPdufeAE4tKKFUwH9/g9u03uPvqFzjcvEXKB8tUDcs9oWSh6okJoLxb/Ox6nHsVuNWjC784mmAnDOkZoUeRNt+lw/9P3rvEyLIsa1qfuXtEZGZVrbUf53kf3X0Rd8YUIWYtMQIh9awlRoCQegJzesa0p0hISD1oQU94zGDADAkYtYTEEAk1avXjNufee87eez2qKjMj3N0YmLlHZFbV2mvvszh36eDn1M5VWZmRkRHu5ma//fZbDEiTtVMlRNiKIdsqsDqNSFzBSNzr0YBIZJqsN4mVmA/s93uOhyPj48Dp+GvjXeimn0dRVCJFFzPqjTyljQPiDZNbebmqGRKR7s10mrjfp1JMwq9lLHLOvXAnpjWUKLyQAeESw/jQfL72OJ4bL2b5XsIw/v9mLJ57bo21P4RW/3YXSm2zvQp91nPY3pzvMyINl5DNMXCtgtA6mFtHZuc8VEqunJcCCFO0Yi9T04YlB2Dg8OUf8OUv/oSvfvHXGHY7MqA5omOiioOPwSTuJLrKlAQL273jUaMMi4hxGQRTJHNXToJCE0cOa9m9avtGGJCqAhQS0qAJWjvEBGYEUaQGJFSkBqoWghr+X7HerkWNM5CmkUEmxv2B8bDn5vyK0+MDD4979vvMN998w7fffsvj/XtOJ2O2toZERRdCSFZG4OBrmlLvtnaaZ2rOXWi4tY5MXhi37S4Xz2dOy8yyzNaasszGfp0G9jc7M3Q9HElrqOZ09KZ9UTbh3bUBuTAq4jM3NIyuzbEKvUftWr28NegGPm+aW31ig/HZGIvrMKTvqA1Bbv+GtUpVrl6/ift/rENynS5taU7/+Gc/72NGb2x0lUhfWXsW41+PRgiqtZpmQ7XKRpkOHO6+YHd4xbC7XbMCKTnZKoGsOg0JVyWPWO8UcREfo88agBkNFLWd3idjQ+2bY2Ez++r6ar9Purlfugm/EMMPRKzhE1RUy4WhvZBzMYtm37W1BBhHhjqxz3cczmdb9LW2NUSeo4v6mMdgWtzuRbmnZcBsosVJtVayq4RriDAIMqyYzTXhqjaNjABjsWseBjNE2tTIPCR4rjmWqnYG53UYcf3a7XxeL9JmPrZLpRv8ZPO+Tz0+D2PxgvG7ziO3f/ffde2L2l6/fe9vdUqq/bx+22svzyAy/ZxbZ3OpUC/BtQYsUlt3M5/EYWTY3fDq1VdMu1vCOJkCNp7GC7HvotsJ34qiQvR1qFbeHwUzKmHVc+gZqPYdNhOxhVPrc7iha/eq3ZNI9VSshVhmmNrPhVK4pwGslNxk7FpJeRcT3k3sWCjzyM3NDbN7CMbSrCyzVcS20oH2HcLm3GOMjPsdZbG70rAIAA2OVWjqYOZzC7eUgmRrgj0MA5I8jNF1rppM4WWJAP55urmutVbT3tzgG0/mj1xlWtovakVyIitl//o+/d4BnNfj2hI/Z2H1yrP41J+/PfinwE7WG361g2hz0c1wlOJuazHVK6CLzxpnIjKkHXevv+Dm7jVxGFGNqHpMHgISbQLb4kjEmEwAxgHMJB6CiHXaahL2M02zwbpwCEL0eKRXQtLwWrE1LyuRy76b/c3uT3XNSjcOImhp+IhSgl1lbaLCIhBBtPWRaWkCNY6EequBaeRQbk3VyxsdacnM3kxZPWRTtUZFfgMsRZwS+xjRYSTPM3k5WwhW154kpeaupr7NDNHO1Q1Ma3KUWOds+/wQGv7yFEuom/vfsmHtb9tG3M3DezJ03cWuZ+UTY/EJx2dpLD7J0M0OBZvd6jlCLf113VCo7zyELp6rutYIdH5EV9sMaDu2BlQKqiac0lpWdY5I/0zbfYM6BaHFt6VQDVrv55QrVvEYE2FIvHr1it3hAL47h2B6lh3A7I/tJyBBSQFitOsgGtb8fBBCDRe73haAvR4i6gzQNjlrr9lpbQ9acGnNhdfztPDjw0BfjNFUs8UCCQGCGPNySCOMyn6XmXcnjtOR5XQmJe9+lhKt5+k2pAruWQwhobFAUfKymKIYC0tZ0FxogRJAmEaSmEEXEUpuyuFQs6KD9nCD6p3hPHyzL+/fh9BbRrZo7qKnrIBzN9uFsB//NTSvenut9OqxGRcPPSOwPHuVf9z4PIyFbFSpNlaz/d7Tpu01/R/iC+3SGvfjbC52+7e8lObswPKa2hQ3HC0mNBUqoRSLO8OYwJWUtNK5+kGF2hiKjmpaFWzwKmQr3hK1QiYRQYtJ1bcmv7VAGEyUpYpJ1mWsGvVwc8duv2cYoxVL1QWtSi6wG3ZOgMrElAyjSEKKZtRiCo6dKVbr4QAZ0VmezThc0tCDrBkOy1XakkpRuoJ5Y26yicGDGHah9ItBlegGbJOCdYYoaqBvqd75vUKS6GV4igx7lscRkrDfwWk4MQ0HzsPZgUXjXdQQTE/DuSK1WKp0jAPjsKMuhUUyUUaGKTHPAqVQS2EplSLFalxUCSmxi6G3K1BvNUCtSMHaEbgQcG3eRjpQxLqWZV1bK2iQDvwS1NOuzSJw6TVsWJ5C499sgMsWMlY3GLX2kEuBIURO7fo2C/VbjM/DWHxgfCjVdI1lwDUYJBf/vgDq2muvdrjQu3vZJG+7Uts1+44om+N7b422C1ue3HYSxG6klQ7X/p7VH7kMe2xhJpPkb1WYxbwiSZFpd+Dm1R3T/sZ3MHpM3+LsLUK+Xj8LA8pqxgCoas2iKw1sde5FuDzGBYbRi7os7Ii+tTXV6QhWIbsx3NtQLjwza59UbXqWxPQ96Ask1EoMIxAYUmWaduymA/N0YjdMLM50NSVvL13fiPlYRX8maGC/OzDExOPDe58LVh3cjN5SCnVZLslp0Qr9lILmar1NzpHRr2UjrC3ex8UMWHCuSQStvSObZZk2MnuqrNumuIfWPBQTT75OwwaRXoquLg7WVLPWdPenyYh8FsbCrtMlkLT+7Sle0NNTjUX4DDB0mRl5+v7nPru9vr3mYmcNTwt2tjft+vUdkxBzU936rJ8v/livQFufkAWlNzP0cvJp2nO4u+Xu9WtuX99aXBytGCy5wTC5O+2LPDqA2XYc683hqTbfbuomBFu7TbZq05YWDO5DsSpP9eu0ud7NILTGN3lj0AULKbT2a7Re3xWfaenO7fNNSg8Ch/0tpS6EEMjzbEzX5cTblIylqSNyEHJMVM2Wdq6FXBTE0JjRmaESIMwBqRGDbJwAJ2IL/lTRlAgTxJg4TJExDqbulU0PNZcjJU/WoiAZtb4ZCnCGbA8jlOD4R2O29vtfm4vgE9NJVs/hD+16N/wkOL09uPdrDV9WnOlTjM/CWMD3L+rr8WED8DQsufz385b2egf82NE8g+fCm3XH0Cc3/Olnb15vsIlN3uA+SLAUYnQvgigdhFM1j+H6p4VwPS2ppvywjhaqXYK6/Zwc6gwbibJmGFdDssEgrgyvyuaNV5eneVfImrHoZ9K8uRDW8CYE66o2DIRiYcGQJsZhYhx2oMEA4pyRIOx2OwCWfOZ0Otn5BDFQOAh5Xih5tipUB383RUq9YU8phWUWGFzkeLRzXaoxbDUrOXhJe2iVrWZctxtaS5G3a/jkgvgm8tLooR2Xc7UUJ9d7qCwhUGujG2wu6m85Phtj8dwC/aHpz4s8v8iLRuND738J0Pu+8WJIJFev0RWH2b7v8jVqZRsx9M7cEk1if5om9rc3DNPkZd2B4HoP7fH6uM0Qba+D4S8vGDdW473+Do2ktjUWJkcfLvgj1+nf6xVw6bE9xZCur39ng4YAWD9W9YK4pv8xpJGYRtAjJVdCFIYhGZjrxyzZZPrrUKkYSazS9CkCJUcHY9eMRfbQ59oLkhSRxb6bqokVszg1XqSnU3t4tfEsKs/cczs4m4lx8feXchsr47SZ+2DRTtk0uPpE47MxFn2u/YCdfZtW2k7A6+e4el29YkZdG5YfMq4X1Yde1+/o9fN2Fuu5+DMVDENwQzHsJqb9noM38bnAFHx31pqRlAgBCynazzOTrejltZJnJnHnB0ivZumfu3oDdXWp7QXrcf2/LS1Y/XupWM9VtHQmrr3Sjlu9WrVVrwqWfVFRlg3ZqeE1wzCS0ggSrfDLWzsOYyLFSBp2VF0oS+Z4OpODkqJnXagETaRxgOzaGN4nVtyglGJgZaFauOdp7FZ4h3sg87IY1qS2tHoY5XOk1HqBma0pdN9YWri6CaOjiH2ObzLb963eht8n9ya1yvd1wfjB47MxFtvxEn7xfeOlUORj3/uhEOTHGpP+3isP40ka9fo9si6+NAyMw9gb/qSUGKbxCdYBa23D+txTA/qcx2WZi6fXr31G4xlcD0shbwBant6Hl36a0dnWY1zjPltPxgxaIEgiS3WlLyuOC3H0VK4pgS15ocwZ1Ylhv2e32wPC43lhno/UpMjemi4FioV1tTXtUQsxPGO1xXua1zEmFzAWoeRsrTRVkVZfUtfO7NehyGosvmdeVe0p08acfXJNazWFc2nGwg1Uo7X+3nkWcjlpt+NDhmO7WF7CG66Pu33NRbjQjrHZXa9dP3HA6OJY7f1Xn7veUBczuTIWLV0m0liM9m9bJMFFHzxdWRWJiTTsGKaRcbdjmiZoAjRBEU9DppSMaOWoOKyU8rYwV7GX4J9rJ5cbXwPp2hQtqxFUqRK6yKyIq1qrdpXx7T0QMUBybunGZ0INlSvpe5/8VQ2fuJjofq2DCKFmAgOE3K/LbrdnGCdiHJCQOJ0f0FIIQ2IqyjDuKBVCXFhOC1rPpMGZoQoSI3EYLBdSgv0EDIwNRtrKS0YIjEFI7ukQIhIqrb0Aatcxbb6nzSU3GgTrQq/aJRYA80acj6Ow6Tq13sNnCVqOfagqQ4hkL3gLGlcv7xMZjM/DWDxjYZ/bFa/H9S60ff7Zyfk9F625ky+epl4V/eiGJyDh6Ws3HsW6C6w7haoaybEaaUncaEoIDAI1DkhYO4NN08TNzQ13d3fsDgcqVgiVwkCU5BRutapTwdoJXu3yl9fB2QvqWYpgBWFVGylJO5lLakRCpOKt/1zmLvbDe/wu7bvac0GihRkouRWMeVrQ6jTiinE4FbqVlbddNQQ1klspSMiMYQfzTFFlL0KdjO7+05/9gaWCYyLGiffv33J/f+Z8rvzsJz9hfxgREkVhPp44LYWQFmKyDMWQAiRvV1grKpXoFHAtlplShfOiaKjsU0KjiQElcKp4Zq6A1gv86zqN3OZO22gMzPUaoQ120Tejzf3bHs9/QZWL6tceErY5+PsEcP7Y0GM7XsIoXvJWnnvNh0KR5llsf+8prO95n27+bY+X53LhagebmG33NurwBlx74Xv+NtiLnYthBFzZv66yhcXCVRWaWG0ICJtwoZ/Q+v0uYvNnzhlWF//yfK6K08QIW+dlJjdvaUgMDEDg9u4LTqdTf+2yLLx//5aHhyP5i8xut+Pm5obz+UyZl86Wjalhi9I9HgsdsAbHWpBoAjpo6y2bWCo05ExE0FAMK4hO4XbXzry1D1yLjWfa7+0G6Ny+dnst2qhBnhWPl0/oVcBnZCw+1khcXLiPeP/HLp7nMIuLnXiDIVyEL+34m/df39y+CLevvzrv7XFpn4MiWklBDN33OLlnI7xCdF2osWMh292rGRngIgx57ppVDYi0mSdo8wLwuS8Wx+NFbebJSP+fvWtjVAMeWvS69Q70bjU71Q0Pm2tg56M9XGnao0stpiQlAiQI1qVsf3PL3flLS62GwGmeOZ/PHI9vOc2ZcReYpondfuZ4PJJbGwExxa6i2vUv+lywZiNGNU+DEeaqUnIlq6Wth9j0KypK8fDCvq9czZtnDcYzWFE3Lq0uaAN7xXatxTyRHKDWds0bF0ZMp/QTgpyfh7GQjwsTvs9D+Jj3bkODJ6fxgTCk3+CNUWg9Key98cXvUKs539TaVbPbaOBXzqaCBRa6VsFz9d4hG2sV2PQWRFxfMlz2rth6GBe1B7pmDrYGZv3eNtnM2ETvtVEv+mj0GhRZ/dqqgSGux1m/mxunzfXr3oEfo268ia1B217vl5SmGv+CXChVqCg3h1tUtXdcWw1l5OHhwTgShxvGcWS32/FYS09jts8qjcrto6hQNWK5IKvwlNhqMAYjxaVglHItVDXR4AZg9HnHU2OxmXjrNW7tJxyzsqIhbcjlkzDE8CSMYCZC1uJG3GqOcpAV7Pwtx2dhLLYI+nU4cL1LX4wPGItrD+G5x/XTn3/fxXu4xCz63652gueA2gZmtbqJ7ec0YyFSL4/rxigEr0mQNRRpaLuBm24sZJXEC3EwTYsuSmMx8PW1XUu5rZZF1DqvN5upGrzsXQ2LqKCiVF+ACt4drhdI08KnHp7NJtFvYj+hS/EDZJndYLTLuF67Wu1aF9+vq3hMjnkhTXDGVMWqiQ0D4zSRhshcZr7IX5EmI7D9xa/+rBuBhv2Ukin57CraLlaj9l0JghbX+UirUnqIE9O4Yxx3fo1Xd3/JM6VCXYQquaea27x5zvC10PYl/M0MxYbYxmXIqupap9HPRbHj1c6g41O5F5+FsWjjpSzF9WjPV92oGj/z92ssoj9+IOJ5CeNQ1hu73SVfCn/q1We1eL7vrL2+Z7NDBIt1JQQ0CEvO1BqNzlzVupSXwjzPTL4rb7UaQjBOxjAMq45F/zvdGwIudk+rqq09FdgQsTW8Mdk8c4uFkC6/95yz9RIJzicQI2xV6E17+md1RSeIrJJ4bHZ4dUnBWle1qdUQu5fkIGhxFTET+bFCO1Jiv79BVLm9uWMIA6fHR6ZxYJh2xBSomnk8H1nymSpYUbKHjE35qyKM0XqvECKiiWHac3f3mlevXjFON+ScmeeF0+kEx/csSyFssszXm97WWLQivj63NtdcdUPdklVRrc+lzX0XpHtR7dEQbrWiv080vtdYiMg/AP5d4C9V9V/z574C/jvgbwD/FPjbqvqd2Df4z4F/B3gE/gNV/T++/zQE7ZZzTTM+3aVbLNn+XvtC7gVfLb62N17Y1BUTeNlaFIqvlbAxKk18TlcSDp6SbJ/rLnozEuukWM8ghNB/7RhC9rg8WChgx94AYlI5LoUpDZzOucf3VjKt5hO4sE1RSIR+Poj0bEo/X7FqTIMIPGzxru3tuE+uhzr41zyR2lJ56j1WV4OKCJICTbbeWput7QTAsg21VObzYmBjrv2aZhez6UZG9IKVqn4OSy8FN9q7SXt6WbtWdtMNMSRLI0ri8f0DpWZO50d2wwS3wm1deDg9eFvFgVQTGgI5BEot5PPCNAjjOHJ7+xXIwDjteP3F1xzubtnt71jmzOlxIT08IDJSaqCe3xOIhCtvsYWCg8Qe7nQwtRTCYL1hKiBx080dqLl2EWUN1gage6caNqn4dc1Epdn9TzI+xrP4r4D/AviHm+f+LvA/q+rfE5G/67//p8C/Dfyp//wbwH/pj987gvgCYwsytgvgv+kV+038j/XSe/hYsPTHjqbZ4B+6glibsARW7yJC3+VDV/W2h1ZfoaquUr35nLbQq7nquRaW2ZoBH49H4nDEuhNO/bUpmSy/Eq2kWQas4W8EqcYgDMaXwA1FiAEhWHVrM4t9I3MGIk2Yp6LVJnorXkspISmRUuweTfOkht3EMmeWZWE+nzmfz5zPCznPfPfmW87ns4nO5HphZLeYRW1Gylmpd6/vCKF1d/cprJGYJoIkap4ZQiBK4iG/J8WRX/7hH/N4fM/bt28hKbv9yNdToJSFd2++QUmkINQgFlpJJg6JX/7Rn/DLX/wBf/zHf8o4HlhyZSmVd4/3PDwsiEzs9neM6RXDcCCmHeE+cX58h8hyAZjC87jY1vuQpkwuYtitz+28MajtONvN8XrOr1mp32EYoqr/m4j8jaun/xbwN/3f/zXwv2DG4m8B/1DtG/wjEflCRH6pqr/6vs95boFfexZPLs4mDv+rHHYOLX689CzCxrQb8NSs3TPH6JmuTQhgQTq1VuZ55nQ6kR4eQQOqI9MuI5oQicgQibEyjIGUGthpx691JUeJpgtFJzvvgG6mg1ZhyxcuRZEWNuRiC9gxkpQitRZK2dYqKAXrNXo+WVbidDxzPJ+YT2Ys3t+/Y1kWrxpdK023C6GUQvZSc/MkYHfYEYLL9rfQXKXjgEVNLqcqnE8L5+PM4XCg1JkwJObliGKe1H6/57vfmH4FCEXtPo3DjnXBiwAAIABJREFUhOwjP/n6p/zxX/tX+Bt//V8lZ3h3/8jj6cz748Ljwz1FYXT5v6qRcTwwTjecTxFh7aG6HT2MMGBoTav7a1vz5tDwo2fm+HOh8hNj8txk/S3Gj8Usfr4xAH8O/Nz//YfAv9i87s/8ue81FtvxxEo+Y0ieA0D/KodUdXd4vfmtOlBwnQzfroOu6/BCYg3Auf1VN/akFPJ55vRw4uH9e0oVHo8L40Nmtz8yL8qrnKmHirC33XZMWD9Un3Atj6agOKhYClKFUgPUSEyCkqzKdXtdZW0MVLWgtfj5KiEU8nLqXlTLKCzuZj8ez91YzPPCeVmoi5GXalnxjNgNT9PkiEB1jCZ24RlEWUolVBPIidF7mKrjPbTyew/XxMKeYZpIy8g0TZzOD+TzAlJ6G0Yjo2nv2yJYgdq0u+Xu7ktub7/g/f2JykIaI7v9goT3nB9n5jx3kHMY9uz3dzy8D2wbam83uaqbWqjn5pLqk82EzTGexdSuQNNuLD4ngFNVVeSHl6yIyN8B/g6ApJeJRv4Zz/5N++NfncHYWnSp6hThtWoxsMGxdaVGdz4ERhO+difb+5QKxSTgjDNwBEk8PM6kcWHanVmWzOl04vb2yM3xwOFmB6KMo9WTSHQ0H9OyvJCfUagmAOoKWBUqXha/jqoVrc4ZKVBqplLIRZjPZhyaFH/OmTlnaoV37+77c4s33hEiIcKU4prKZQ1pUkrWGAnIdWE5Z+Z8RgtUCoTageEV2NOumh1CRFWoFIY0kseCJJPj2+/33D9E5tOZUhaCBHa7PZoLeZ6pxSjuRRWKcD4XHh5n3j8ceXhcyEVI456bW+Hu1Ym8vOW4zJScCVIZdwM7ubE05zNaJRfoulrWq3kXUhtHwu5LC2vbYwcvWTGvdg1eNBafcPxYY/EXLbwQkV8Cf+nP/0vgjzev+yN/7slQ1b8P/H2AtB80SCMFu0tnrwLYuGIruGmL9Hs6gf0OhtjJrIZrA7Cal7nWmzQQsKHuqiaMYyUBxUVoxP+/aXqTSzdCTYkpSDRXO2ceHx9Z5sLx4YGHw4Gb2z1aCtN+zzRN1h8jDGsmJj7lWijGoqw9/Gkosk/EaqnfWgs1GwZRSwEqdTkx+3NN9HapVkb+8Hi03qeqBHFDMBi1erebXEx4bbSc4tjPMSgsNVPHwlwWKFb1uZRjd3y0ZTEaeUwN+KylspRCGkf2IbAsj+RajbCVBqoaw3Mc7DNznt1oCkEGghRQ4f505tffvmV/eEsI3pF+mDhI5O7VF8wzSDiTzzNaZ9IwUGohSKI4ENl6kkoPMzejGQwf1hhZ+jyRjbFocHkPcTeexjXZrrUi4JlN+MeOH2ss/kfg3wf+nj/+D5vn/xMR+W8xYPPtx+AV2/ESOPkhL+PZ9/8OjMh1nAiehnzh/vSMAev3sBt/rf8AJlm3kr7wBTWOI/tpYn94RZXBd1DI84mynFnymfl0QogcDmd2ux3DtOvufYoDQ5qQKzASMT0MDU9ms52bi9HWalJy5/OZxft2nO7fcs5LV7y2Xh4KKhRXekJWSf9pnEiDsSmtjiP2n9Aa9fhGEIhoguSLTsjEYUd1le2WYm1NfBQrOa8KuSopjYxp5M23b5jzgonE2LTPFQbngJhn4gLNaSC5cUUDx9OJx+OJ27s947gjTSaeszvsOdwspDhZFuf8yLgLnM5nI6CUy3v9wXT7S6HF5vH6b3r9+zPYyKccH5M6/W8wMPMnIvJnwH+GGYn/XkT+I+CfAX/bX/4/YWnT/xtLnf6HP+RknovjnvRr3OSXS2v4sjHZ/cZs3rK9kM8t8MvDf0/pePMcGgjXjglrIZQDV+2n5cItnevn7Dt3C1ckQKjVt8pIQajLAuMOYoQYOex2RITb21tu715RZQQV5mXh4eFIKZnH9ws6Fva7A/m88BDvSePENE3eCnDk9u41KSWyrLqScRhYwpk4Tc8I0qzXq5TC+TQzzwvzeeZ4euT+3dtuJJpLbITDxG636/J/w2B9PcZxJEQYUvI6mIb4Z0otjl9YC8aWRrVrHokxkZKQXdw4O+gqDZuIRhZbPDRqxKmlFlPaKoVxvyM8JLTC8fFMyWrhh1qv2RCF/f5g5zl4aDSOTPs9u/0NcRx4fHwkpcThZsc0eMWvHHj/8B0hC9vZvOVENCNnXJO4NhwK9l2lifZuvIme614n4UVI8tz83K6JTzU+Jhvy773wp3/rmdcq8B//0JNQNQVkeGocVPX5ndrFUbUvxicH/eDntbGN/bY3teSNtfaF3QurNjep8Ts6wOf5/3YODeEGKNX1OO0gDug5EFYrdQU3zJjEyGme2R3uiMNoC/V8JkpgP03EYUTCQBTh4bC39OS8MKY992/fdP5CYyBWLHz52U9/4WXuO/YeqoS0UJIwau4hwTYlHGO88Bw6mJkrVAuJYhTCEPq1snDJ0t1CQUphOZ5YjnZNHgMmcxcjIY4OZlq6cX+4MVfeL1cMA3EYGJKAPjoAamGbdVFfPc9aFFJES+C02PmGYQ/FyFjjdMPN3WsAHt+9J6SFARPznetMkMR+d+Dm9hXjuOPm1R1f/uQrvvzqa25vXhGHke/efsebt29BKks5sx8nfv7zn/KH4Ut+/Zt/zj/+x16565mNLV+izzk1kBb33Ohl7pvwwb0yNv1P2uzrxD9/b1GFqiw9TMHwrk80PisG5/Uo2+oZH91ei+3A4QdY0A95F9vfn0Ob7R/f79p9yBVs7uT1c4byO9DpX7BuvJPkO7B1UM/UspgiliZKPvvLZpJUaoS8HMmzNfQNIRmHoZqKUsmVd7sdu2WHljtSikzTaCEIL9CR/bF3F/fHcRzNcOSyyuSrg7alUurCkhe0ZJSyMbbWqLh46DF7BuW8WJgjMVHzYoQvNeJVGkcm3SE1EiQbFyIqohEVSzM2ajzQy/pLKLaYZsv4BC8KS3FwfMSuj/h7JAzEmBinif3NDbd3d+z3ewAz1OHIiFI1W3HfGKl5IA5ibRGibyreYe06FQyb9PI1MH+duWghy9bbfW5jFKER36q3CzDCoHxe2ZBPNdrXEREzEpsnt+FJ+/e1EMhL4cNLIcVL4ciLmZdmqVWNli2X79nqRjSD0JWur879uc+0HQLfZfpfrBJz85qcLfOxLNY+Zsm2M5VaGVJgHAI1SFfsFoQqCmqeRQ7C8fiWnB/ROhNSYRwFkqIhEoq5660uZZudUTVMRn03jIj1pkgR1WzS+A6A1jxTtXB8fEdeZlPjxsKt3WRNmu8ON8ZgLYVcC1qAICSBfH6gIlbzIYGhTEjN6DCwn4TGl7fWBZeCgBoUkUjQZPegmqpWDQmJQgzZPBXHS3LOpBCIYWBoorxxYBp33N3dkVJinmdyeccyFw7Vsj5DCoxjQpfqt8m6q4YPJAerPDP3uiFwMpZ7qhcAtEdr2yxgL2IMRsdvhqXNlych/G85Pgtj0eN+MfS4p43gop1bfeY9ylN8wv/x9LnN+JCHYK9fd1TtHsVGS+Dq/depzw8N3bqZm/ORzURq7qhdk0amUkpdmOczx9MjpUycz2fbRQIwjqgIeSksc3VAcC00CzHy6tWe9/cncqnMS+J8euD4mKhSYNgRhrVas6Pq/lg356yqHU+Yl3PPgkguzMuJPJ+peeF8es/5fCLnI2WZqZqZRhPyuRere6m1Gg9iNNHdMo7sbl8jNVhhlhPbAlDLzD4dTElbjG2pDRDdhKXWSHrT4iAkoiqqwhJMKT2GgRgSpShRlOis0IaVqHt1eak8vLsHGZh3Xh5P3YRqBdEAWihl6UpYz82JD6ZRacZvbd3Q3xvEMmeb57vkXq1PjtUybp8St/gsjEVD3LeGolx9yQtDIeamb70LvTIOH1qy37egm/X+qDP/gCci/TV+g6tecC7gBQdRPEm2SYXZnFhLqA0sLZQ8O45QWI6PLKWQtbLMmRCj9bGItjAkGhX8PM/cDDekBLmeuX98w7GcGA+vbdGmSCQQBdKmR2qZ14xGrZWs1rPjPFv1aK0ZSmaez5xPj5TlzOnxHs0nzssjx8cHzvOJFGA/TYwIx+ORUivj7sDucGCYdoy7Hbc5E9MOibbLJ0kkCskxii7fH6zze3WubAiBghkxqR7nr3JePq9CF9xVNyy1BEJYDc08z+ZdSWQ+L+T5PaUGpt1MDcowxAteCLVahijfc3x4cJr6pbFoOE9fzGw2tqsNqNc6NePg30MxPYv+nH3AZkNb59cndiw+F2Nh4zKdeIUbPHktHmOvois/lHMhm53o6S7ww3CQDx2zHUpwyTYuvaltrE8ja1XnXFTbbYIEsmcbJDj6XzLzcmQ+nTifLTR5OB2tfmFZGIaJYWxCtlZFeXvzihAn9jcTMVRyPrEsRzgeOWjk7vb1E9HfraR9z5444DaXFfDso1bKvDDPJ96/e4PoQi1n5uN75uMjiwg6J7IK948njscjKsIwjUy7A7vDLbdfPnBz+5r9zS2H21cMac9+Z6njNETT+hgCMZgOZsFyq03LwTIO1o6x9yYtQq1QasCEggwkLaVQEGIwz6PUpRe0DXEkzwvnPFvbSlXGhwH2IzeHHftpINY9y/lIzifuH97z+Hjv1/CyKlpEoJgwjhWdt6wHawiymVci0pmo7S/Ssm30t63cGHGVteKd2n8fwxBwMFM/csF3gKNSvZdeA3NC07K8CEe8pgE7ftxY+m1c/hzusQ1JmhiRYqjzx+axa+d2m9NQ/DtIsAliXbRahsGyL0IgVVsImguLFobdRKkZohCScnq8p5Yzb999y5u335F9R1SMU7EsC8MyUKqBd3e3r4ih8u7dt5yXR6a//ifgadLXX/wEycWUqnNGhoHBC9OaYZBgBroBeIvagqrZyWN+3VuXrGVZGKIwppGggVEyjxTQwugAZNP4PB6PlDyznITz6ZHzsjCfTwSp3Ox3RCmkoKRBSIfBxXLFerfGRNLIebZeILEasUrMQiAlgkZqWaAmtCwERmoWBudIiBZiGExfNBjXoxZlSDv2X73i3fsH5nm2Vo2ayTOMEjhMiVjPROA0nyn5xPu3bzH+qafWWwasmEfY1CmiG3DEFMlErVdrW/hb4aCg0vGOcvG8G40glCV30Ryp1gUt/z4CnF2JuoGJ0Bc48KTStv0e+6W38RxmAWveebvAt+7h1lBcZwNWIPp5nGL7t955qiHfuKqTtnSWdy4PXGAURVpdhaH1MYhhBKrM5zMFsQZD+z1fvn7NOI68fVt48+6ev/j1N3zz7a87aevnv/gZX3/1E06nE+/fP/Dw8MAw7nh1d8cf/OEf8e7//L/QeeF8NK7Azd0rfv6Tn/LmfuHh/VvGMZHigTQYYDpNlvU4P1bycjawL2dSgMNuMpd9Xhy7MPc9xshut+Pf/Nf/Jl/cHajlzJ//6l/yz//pP+HNd99Sy2zXowhff73ji9dfEQfjLxxPZ05VmMYdh/0tr1695ssvvma/3yNDYn/YEaLhDSGNJiRcIJMhWyYmel8Q6+7qIjYyeHiYCFJJcSLFyTuOnSnLQJpGBnHcRpWvv/6aw80tX31pRXz3j492w5eMlsJhN5Kkosyczgtvvv2GX//6194guRJD6M24tZjocBPzJVrbyVamjmz6f6iVBrQ+IKU+nc8tLV+rgaotK6RubKII+cnK+fHjszEW16OTn9jgFVtcAp6AhL/t572UUfkxoUl3C3mKp1TP+ERdn3suZdlArFJrc5BIYhWRN4dblleV0+PCkEYCA9Ow54vXX/BHf/jXefXqFQ8PD8TwhlosZXr//oFf/+U33N7e8ouf/5I//dM/RVV77YZmZ4w6JhIlMDgdW3SdmO37DcNAuA1UhPl0JByFk2bKMDCKQk3komgYkCCkYUccD0h6QKtyc3Ng2mWmaeKnP/0pMSXev3vgNC9khNtXX/H1z37K11//grsvXjOkEUS63H+Mg/Mtou3hatkTwIxDWDuZqcmd20XU0L236LhHyaeLcKqBt/17igHFuVqINy8GNO/CQNVsdTW1ksvMvJw/OiS+YHXaZAFWGYQmsdjCqecYoNeZwe2xCfJ0p/2R4/MxFi2zoes162kmnk87tvRQQPpkVr1s2rsd8RljsE1jXXoW8qLxeP7018/c/rQ4tGMUPctivIcmtbdOgo3B2H4Hb3hj+Y3INB64exU5nha+fjhRiuEI+/0t+92B28MrogxQAyVXHh6OQOB8PPPTn/yUn/3k53z5+itKKbx588bFYRJTGmzyuV7FECMotkPqWhgXQiCMo9GsiTx6R7KqtsByTgiVuQj3x5laZo5zRePIMN0R4sjXX39tIGJK7G9eW8m4JiYNxHHi9u5LXn/5JTe3XzBNB0IcQIwgpnK9Uaz3q7UhwBmZBv4F9y7osX3DXhqomTUT62AhlRfF1ebpjekC/Kw5M5/PjKP1NK1l4fHxgePDA2WZSYE+L1EnXZW6hg1uCLb8CVWPU5+ZW4pLCbKyh9u8KrABTp+8+aPm78eMz8dYQP9iHUVWuzCFNYtQ/XViL2zUBNbGvPZwAVqG5wDM7cfqk/e0cZHiesaReRqyXKa3LJ50pa1gIJxUJYgBYNTaUfGWPm3HVZ9QUazGgmql7kJgGncMww2qkXHYc3N4xePjI6rKuzeP3N18SYoTd7dfEGRgeV2YponD/oavvvqKGCNv37x3+vZCXipp2hmA6HqfUSzzUKHjPNt0agqBAUBDz9QglTkZqarWyrffveH9+/eW9l0K+8MX7HevCAJjdB2NAGHYoyIc4g1pGDm8es1uf8u02xPHPUUHqucBxpA8cyYrwK1igKWWi8xRXip5qd3TAOmdzKITs5rHVDAeS5RCldzTwU1UqBmLcRy9wnZGy4io4UfffvOXvH3zHXk5m3HtIUT1bFHt89xAV+taJuYUobV4VfCVNwpmLJzKvu2Spu2nKloM8PcF8YMB/+8bn42xkKsv2Bcc7mR2C/wUuxAHBp/DJX7IuPYsfsz7n2AfbbcLQmoEImmuprL1Ylr2TBykMk2LQsDFeqv2RTwOO/a3r0njgcPuFSnu+e6770wLsirHh8UXdmI33jINym63Yxx2fPH6awCGYSBLRodADMp4ODCmxJiSpSf9M1OKSDVgeIjR/rZVE48LnpRgPKdefbosC7rboTVTF+8ehh0nirKbHKgUo2gXNa8hpJHDzVdM+wNpnCx8GbzVYIAQZr9uRpW3xUL3IlSt1iMvlZyLM1gNe2qPzWu75kC0+hbZgLRgdPPFFbusGG7g+HjkPB9Z5iNv3n7Hd99+w/n4SAwtvSneKsHmqLoMI1WdZFW7jqxlLzZ8Cd2UOfQMSLUG2bpifGYYtRPlaJ5MW0u/b55F87yk2pcLLi3WoMvGZuvor7++9a3QFu/xdAL0z/jIkOK3tcbX+ITS6L0BDdYa0IyaZ1f8O6xehXtX1XaJRsbqIYC0WDtxd/el7bhF2O1PHM4wDifb9c4VgnCz3zHt7DaP48g07S1TIMKQJoYEu9EL2mIiyJoabSFHCpFcsyUb46b4LEZEIAxrBWtKpntpYjcz8zxDHQijdm9EPM4ck4kLgxd6ASlNVp4+3ZLGA2nckYYRidH4kTWTxK6jNpxCra5jrUTFF72u/UlrMxhNeHjdmHorhQ2GJH4PGmmseyo593MWEebjifv7t7x7+x2nx0ckKGkIsNi9UtY5bEkk7Yu//Y2r1/RZ0M7HLJtthFXdFdlYi4sfe64lCH7vjAXQZe5zMR0BiyktZyxh9TJaX8yLi7o1FlwaCwsFVsm2jzEGa+jRXMLt889nQa45Ij1+FnMfxbZEAt4YiOAuc7EmPTEQqlqfHXdXa83kHEjBamCiCJFACAnBiEjjbs8diVIDadhzeny0BZIb01AQMcZkS1WWooyj4RkxRtKUkGjnF0fbNVO0+D4IVoeC0clLdRk+rebxxEQV61ZeajLNSRGmkEjjjvBgoVFwenaS1SsZJ8toiAi7PhEShMAwWTiShgmJg9eJBIJktM5m3Kq4AaG3BChZyUshL2WtJi2rAW6eQs8iBAuhUko21xoucTpxHhceH4/cv3vg5ue3JnBD5HQ8IqpMY+J0PPL2zbe8+e4bwywe7zncTpSMS/t5OrzU/lNr9smzInF2p0yu4Hq0FgyDK5qzAZlpmwmsHvfmu33K8VkYCxFhF+xCWPmxqTLVbK50b6cncpUobWBRcJ2Cqxhlc/xtxuFDYcpLXsn6ac+nUF/iaCi2a0YNpBhBLZVmMW1EBoVaKMtC0Uot2ZJ9aqm2rAuJAXFdSQtuhXMuzKWiIZH2A3eSONx8SV7Wtnwd0a9rdmYYBoZxIg0DaYxMXjYeYzQ+SBR20+CiMGLJO3dzRYzRuTjOUrwOYpwSkqJpbgzFWaa2OOf9Ta+0berUnejlOMDlpA7efSwS4kDVSM3Y59VCoBIlkMsaupRi2YvTaWF2ceDm3WTnjRjLdaFqppRsDY9FkYgZrThZh7JaKWUma+Dh4YFf/YtfsRtvOBwO/VomCZASy6Kcjlai//D+HZQz+zGwG4TzHIznAT3DtE2d2rgyDHIllOTTLDggG5xs1TZWfyGhVlKTB3AQr2b7blSeXRM/ZnwWxsJcXVP2ycF+L6WwuMVcOU2rBdWGauM5aVkp2h8CMz92bIHND3kW7fnnDIZszqkvEA2uxI19Ew+gY61UWRd1aR98HdZs4uoSBCQhEojVY/hgvEQjS80MZQSpniK0z94NI0PTl5gGhmEgpcRpOV8AmB03UvU2f03f0s4zJisIk2TVlhaGVMcObIeexnphLLaZIvV73fqMFDcwuUIg+K5sPIm2Q6tWa3Ketb82lxYi1F5G3xiYpZTuqV2mqJu3CarF8SJrobC9lx178ftgmhsLQUyOYJmPpkGaZ2JQEAM2W9bjyT0rhZU9dGksrLWDz10srLILZ5rw2/AobOailGqqWS7go6ok1kKzTzU+C2MBDgiJ9b0wYKd2Gitcg4++jrqys8vxsWZSqkcmoSoSVj3Mhh7/kPF9nkUbW35Fe10Q8+VXyrS5+wQrWVCnBdcnO2z/cGAV/y01k8vCUrP1zoiBKIHqWhLJeRHmmSTTdhBvXehGYIjJPIeUrAVitJPReb0yEXF8qFXErhyEnhb276RBerYkiKLJhW/VdCbapN1mVMB6kgTFDZxQVMjZ7lBR70uiJsZbrRsxqsV3f6VkNe3PCjmXTfhhOhu9FaEqSGsjYbR6ERO5EfXOby1DXUvnXzT8ZVmWDqAui3knQwqczyfu7+85nY5UNziqhbJk2+Ecg2vgo9bqzN92b1+ec22+gmU62CiYXQDwfm/a+bf5bTmzH79ZPjc+G2PRPIaWR04b8RVwN5RVwxL8OvnurJ5ZqLru6I3XoBtVoe1u/+K5eDgjm7v6HB/jyXuuHlvTIYnbPqQtZsfsBk4HDwGRTbUnWHdsmgfVZ3N3se+PD6RhZBx2qJryVIqtebIZ0bbDWmWicSeaoUgSkGAhRc6ll6Vf13r06+07Y9E11l9Kueqfau8JYe2N2oBScRfavlQlXVwzcSDXr3GuXhxmW7S9ovp3UpacDZ/QSi5mILbeRDMUvejumfslzbPpcW57vZKCqaNbx7G5s1aXZTFBnyAs5zP37946t2IhROtxMs/ZK1zXn23rwpcc3qCsRmsz97vRaL/7vLdiQjMWIi1bZldqY04+2fg8jIVyAdIU6Gh7rXVd+MXMRTMcmWbAdW0o20IHP3RVXZWq267/0SDn9e8vYxbb57c7r4ig8bL+xEICO/kuwRc8W3I9k9pxmihOE4o5n0nzjIZITEqKwYxFSgxDguj5+Ozl1qWg6sZiHEkpeF1KdUEdKGVBNz1F1NH3Fkb0RchanSndbefCWCCeZajGjjADaJmu9QWb0K7iIUA1+rRAac2V1L2DaqDmMlcLPXLtxqJrcW6MRP8eXpTTRWnEPIsokeAl/DEqJXsfWdaQ4XQy7+Hx/r7jSGH0KtxSuL+/5/7+nnme2e0j4mXqwgpqtpR3UHpGq93bp8NDPJ9tXdei+sxWvQhBWmjSvJfVm/i99SyU6AQrVBlEOl++WVhLmyrZc9UG9lUKDdOwVGOQYjHwxh6IepepzcXbAqXbf18u1mapW5rqpfPfHNcXDc75RwLG+HcCUTMkEhFMtTtUKAQzkmLCNYXaK9e2i7AVw6lqd5XHcbQsiRsLDZZYbHUpIkJI3ji3qhsLY1i23VjJTidWWp/Puu7n3ilAyQ6WVidDOaeQRp8WqU60WsOXdl0b87CZc4mAM26r2oIvpVCqOkAKUsVE0UpFij2/OEaxbIxCvtq9W9d60QJiKdOKkcaQxnPYqqUbqUsqvTdKqTPvH95wf3/Dw8N3Bg6HyDSO7PYRgml3nM5HSl3Aq1it74g6XXvVItl6ChUj2FWpm0ebL6tXa93sjG9zWQB5sXrMxbY1YSnD9flPCFt8HsZClXKe19/bhBK5iHNFIpKa+rNd8MVpucuyWMftYqBXxydjQGP0GNrQcw3JboqszW2u6cNDDJ6qFMu2bG54b2LjYFKvDpRA9ayAeApQJaBxwJVYqSWz5JmsthRHCUat1oHW2wMXYrlngaUyh7NJwemMBFiWM3me0fNCJlNiIY6RFCeCqz81slPUQIjGb1BVY10GW0w1Z1RPSF3QBc5LYVDTvSzV0qTnbKnHZVFUvTt7NO9IsV1etRBjC9/kYndPXjFn/mA0rMAVvGPxLum1kpdAKdYVTcBUsVqH9AzSeBQoRTILhaJqRkKtpWALRex7LQQp1vhYC3EQtFRyWZBkBiPFyOnxyJyF++MjUZSUBsMoiqWgx/GRnH/Dt9/8E/7wj37Jz376U6ZJ+PVv/h/+0f/+v/KXv/4L7t+9Ybef2FdABkJUYjmTQmURJWphKQvkGckFraGH2cF7iySJTzJ1tgY2Gii9m/YlfmfPBd/0rF+qKgQJWLuMlzTaftj4PIzF1bjgKWwu4Balb9yLAfoi7p0AKQnMAAAgAElEQVSyNvz6Hi/KBqxTc/AMP3AX+iqytZ0wmeFSB+mKaxRIdA9AKaK95qSKN/PxOgTkqbqUPdYeClWtHQC0fhmRmBJaFZFsG0M1sLdkXRF+NQ6BddASX4jRORhCDIPjAokQHFxs50qmFHPfz3npqcZt68H2U0r7WbkqbHa4jgtclfq3UYsF4iqNoRoMnEa96MuLvzwlbOXc1kZQ65ZsZT+lMVsvCFb00vjtuff5o7p2d0eoYYW5W6jVlLVbz9iesXHcp12bnDPL+cRvfvMbvv32W2v6BL2M387H31vNm7z+YUVxWCFJ+/eThd0xng3W4WS9Tw5KfM/4TIzF86xL2MRlV3iAVCMygd3gMSVraSeB2LQhsGudMVdOMCOjeJgjfS+/PJurBV4cU0E85G0MwmC6Aerun22s5pKbm2u7qi0Yi8Xb8VtRkBYzHOLVgTFGNFZUXNJtwzhscXQpa6igWNUnahwO1Cssg3titCbFJv9WtVVHrk2B5pxZSn6ys13fg65e1rIk/veWFbE2gJf3quNDKt1AqG7+5m0H7TNsLqhqN4zZxYBLKUbh1mwao7X1DLk0Eu0E+/doVMlWiyNqTaHJDopXQuza5xdGIoqgZXGpvIWaF96/fcO792/58z//c8oyI8HDuhA8lCqefbm8ds+FDj80tW/9ZzfGpBWW/I7GZ2IsdC2y+cDY9kqwBbCm5GIyjcUaY1eUKhjGQa0Wx4uRuorX/guV4OrQIhU0dFcaNQzBJo7dk1DN4KAGRgZCD4ckesFVMG9ERRyvlg2o13aeigfHXZ28icpIaCk993jCuju2BVJKYcmVmgVNAS1GUsrOFJzSSIjJNTOiGyL/XGcVlsZdUEtTluosFvccLva79vrmebTvEi4nu52ndPwiiFC7+pdYL5QKwb/btr7BQh9v9qM4VduKwJbm3eRqbRRj6IBmddp2LXRafDuX0IHzdj2VIG6Yq3gcmUGqhWVe/yJazTsUI2zVsnB8uOfd+7ech4Fvv/0Nv/6LX5nCF9YgepvxaNds63m1ObtNjz9nRC6RtGdG5wu0orTfnXvxmRiLy7HlVLzEqNQWFgTj2Zt4CL1GwQg7qxBNN/aCMRKbN+2AnDg21Dq+aXusbRGEDRodcW4jKoq4/rsEIYTYPRqbjy5xJkrQahPRQ6HGnRCw1nr1CmBtE01Ze6S4212rLzD/GTQa5VtNLk6IRtdu4YE6jKu6UVxyDKdP2ucm82VmobrBEQdv2/n2BdFc5Ov76Z6FXef279Uwt9Bw3ZLNQ2r8hpJXIBNKp3c3Y2EGZvUwqhaqNm8Jd+PdEAfzikoulJK769/SqIYhiNOrK6VkjqdH3r1/Q1D4zTe/5tvvvmFeTtbpLV7KGXThpicezzWA/gPGtReh4dLL+B2Mz8ZYXCAGbYHD6tb6opLNc5YuCmvGADqe0bIpqZqGQHPnTS9DnRUIZM9pSUSlYNkLqCH2HdL0Asx9VcWb9TgHAGMrNkl6x6R9kWmffBKMTyEdo/AiMwvg3XtZU3dGHHKspm3xrDGxK8YZ+WiBJVUGByWXDCn5mxQkVNDa6dLFQ7SKewcGaiCsBWFtbHfHPvGrKzi5a2AGTXpVpRkHA9dK9e+rjUNCZ9/i2SFPPCMYaFq1UtUYncW9DFVrR9iMQmuy3KtJN7G+6MqgDAgpCMnPtbWTrWIEt1LmToyTYF5F1TXVep6PxBg5nR95+x0s5zPffvutqY8NA2mIF3jF1hQ8ZzA+FH5c/u0ZD6P3n20u2WbV/A4Mx2djLLagZvt9+9wW8NwOUaVu6w08BKhau9EwL8TARNVqYUFz7VkJSOZWq6ceKxARcfdc3ShspoMC6tqI7XMbe1IQT/ViHoc6lbe7pVaePLpxEs1Uz7o0DyJESNlZkiJ9gbXX5KWgsTLkSpiVnAqRYMh6FZq0Qat11gqlgZMi1l09BUJJHhqsmpvPucvbe7N9vFCyZsUjGhcjqIGRBsBuNTvaVQQrjLss+FNdP7tVjdaqVNl4Odtr1jYNx2hEMDzCwztRdX4L1GIEqlIypWaE0kO9UhdCMTCTWsgl8/D+HSWfWE4Lj8d7tC5MY3IynTf3YRWm0aoX1+0CcH0BF/rYNfJXNT4bYwGXF2xLm35pWPrSF1+t6IbYFIPlq21RmD4DnnprVOnSdigA3LgQzMuIC0XwlKrjJGrMPhHrxRkFNAYGryhNKVHFlaVroVCQajL5ojYJjYhVejhSfFG2cnTbiQq4yx4HiBrIRYy5OZ84n8+cjjPpfGKIE/F4RiRRy5F60J4mjtHOSaIRg4rOgFLF+ndU5yosWskoU4xIHJA4kOJAEJPVb5khkbXFZM65eyJNUarWirZmwC2kVjMEW5JaA13HZNWz2x24cSjmXFiykgv9p3r4WPSpwRIRU/wXkGjkqRhARBmSkJLhE1kzMQpaMg/zA+fHdyzzI+gCWLVtXpT5fGIYBt69Ner243tvPuRApgTj4CjZZSh8IxGfmaLUmi9+VAvDEN1oFJoGyzrX1yzNc6Ovh2sPY7t+/j+0JZ+HsdDLm759/D6L2+oXPMcB6os/4h5CK2CyHH/FwcogLEW9FsAmVQ/rq5KlAsVl2J2JiVK0rOcULV8eYwRxxqkbCzLGfAxh1dB0hiJOXA94LYJ7LWDcDg0Ww4fojrSTkixWN+5AqVbc1CpLs5dPl1LIIsw5MIREg1lxfKLUjEox4lEpLLWQi/1M40bUJsWeySmt7wlxPX+1AiYNgbpJ6dbcWue1HXe9r0FSb3i0slzdSGq9MBrZaeXbn+pCt8/NCQmGi9hj7Q2GU8DDEKGESslW+2HCM8Z5KcvZPMlgOE/VjBZrnlRPVviVJDCMibEpkouQ83ld6KI0DrKqHaNqoVR7bGGNOGbWNgOLE2nx9Q9ZNb/z8XkYiw+MD3kXoVrcvzUszVUzbwO7O3FNibWq3YC4IK03lFVvblwdfKtGI5LGvjKftn9OlbXkOqWE4o8SOw/CLEREazE33ftQtsksImZAaJjIShNHlFBsJ62LUbW1FrIWzsvC8XzmtlbSNqUqRlCLAVQHf35BPRvQFlmrnMw5cy4zJS9oLtS08iW2YYdpYKyycFuDHtR6oTTaeFlaRqAJ5m7uC3b8GFK/brAaiQZYbsHUJ/92o70FZaWBOgFLqYuR0Bp7toGaIYrL1plWqJE4zHOQomi0rFAbtRqJq3o2LURBU3LPz6s/o+FVnkRyrGRtRvxS6vR6fn9MGPKh8dz7P/S5P2Z8Nsbix8Rj2wu9BgsYvuCLUDzNsSUTRQfSjNgViNVTh77zS1j5F+qeYUPvbV/1rAbeMs93SPFKUlHQZDRlqhOz1Gm+zYioC8vQwqniikjtdSAxkvB+pv49Wyjy8HjPlzkTq8XcJS/MdU0PjtMA2VKOrSExYrvkaT4z55MVSZWz06K1L8aiiniDYTT0Gp1WaBac37K6xXa9S86cZ8tANGMQY6Jm9cbJi4eIw6rGFcywFm16DM6hcGEg1UL28KGt4xqMGu6/IdWYvoZL4EprtohVE4JlPGIQhhS752AUbZNHqLWQy2J5pABliGaEihm5nrGpmYqrhjsekpLzTMBFgTxCkIrnnGg8j+qhwjrVrxbzFrT8AWOL922fax7xpxifjbG4WPg/wGg8xxpsxwE6P7+GrZZCtLRYCEgRirvV0SeBe6SeM4ndSPQMzeYz2q63ZZeGEFyfwiZeMxLm7SiVQiyCSuh09rLdtVUpFdIwUlQQWahiwN48n3h4eGA6HqmtG1jXbTBAL86wLCM5O4Ve1J0iy84cT0fmfOK8LFS1nTMAN2HpBqE12o1h6KFJ8y5aKNA9FV0rYc9nMxZW+SoMw0hhlaQDiKF6ybyBqapqjZG1ZTfWsOaiirQAYmBqMxbteqv4hhGUhNHtRTCDUAUwnEGC9g7vuECuKbJZsVbL1EwpISGSdemf0+61qAn/jKO1QDQsww1EtY1GNn1Wn0slb8lf27n8CR2BTz4+G2NxPa4xjO973fVz2xthoqihG+3UyER+wxYHMbNUgkcvczUORSVjHcg95Rejtw90foGankKqVuOxFo14WbhXHWq15jeWDckew0d6laxzQprcf/OWQjDsxRoVwbIsHE8PnOejKVGXmVQGcklEignDxMg8z4bR+C4mrmtRa+G0zCyN5l3ORnVW5aE+cLw9UmtlCK3GZA1dTqeTLWRWVqV4mFfce8hesh4vOo7hn+1GQ3I3QCklX4QOWHrmZlkWAzvrptxcjXOy7V26bgAWLmkVJ7exsmQxlKhV0NYldwp3L27rIsqgjY0axOi/m9GJgWGtjA7JsaZSV7fwary0GW5DPvN+X06BfmgtqF4lBeT7184PHZ+lsdhe0A/FXNs/XRuIDx+/dA8jiDDgbP3q/URVyMUk7my6GQhagRTFfzB2Ysv9h0L1zs6aK5oLlEzJGYvLbUEWzVArRZSwqLM+Q8/mtLSfgZuV6spaIRZCDVRMR7IsM7Wc0WUmi2V7iohlcMbAedZVcMeBGuNu+DVwslkpdjzJlYf8wKN33Apjw04qqoF5nrtM3TmfOZ/P3VjEcehZDQnBVL7Hkf1+769pYeDKAq218ng+kUrqv4feziEw59zxi0awM7RfCSH28msRk+2MEkx4x9OxUaSns4tCEueVNGk79xACpg9aRZDoDNRmYGnl5C6W09LpgbW9Qyv0Uu8KVovzb4yr0c7ZwFc7phNE8Zz5+rj997ZHwEeMl+b+ymP57cfnYSyEp2mgj/iKhY0wSP9PO+RlrFZVkeq3MRoDU6jeacom2wgU13NIRSh1pY7nWsn1jMwZnUdyXIxKDqYVWU2abggDwUMDWTKhLFStBF2IwbQdDIKw90YM5ByipXujGB1aq2V3xiEy3kzEVDieC0uJnB8fePObX/H2L/8Z4eufw3RA8oGYRvIyoLrnLryGIVKLkGcHXH3XiskzJVGRCiFDrgs1Z06Pj2gpnNPRWgeM1lfj/v6B9+++AzdA0zQhYmzVJn4TkzCOI7vDjsPhwG63YymFKY9M88T5tPD4+GgtCuczjw/vepl9UAghksQEhc2Tctc/BMLojf2kIjH3RWSAqTkbUZQptXubLUvj61YJaDYDnR9OjLNyXip7SaQQISm1LJb5iINxM7QweuoYKWY4xAzFMER2UyIm155Q4/FUBKpyyjNz8apgagfUKlb3g268ipa8b/9u03aTJYwhrRP8GQPSWaP9Nf777x3AqXy0Bb0eLzptNrOuPsMuXNG8ysxd601i5ddDDEa/roVSQIuXR6MseYZSrMxchFAKWjOaIxJHQkP0c1nd6Jz7riNi1ETV3Ek9rZNaKYWsRnEWDf8ve28Xatu25Xf9Wv8YY8w511p777PvrVv33rqxFOJDxYfUiz74UuCTIhS+BH1Qo8HyIUGEPBjzohACedBIQAiURLRAjQEFgwREBRHBKBoEPxI1UlV4k7p1bp1z9sdac84xRu+9+dB6H2PMudfeZ59z9j116lr9sM+aa36MNeYYvbfe2r/927+BL/gYCEHwCeZSICeOp3vuX3/GsN8TQlXWzgmSQEl0XUdHxGpc1k7n3nu60C8CPK0WwqkQcKQ5U/IZgGmc6YNlVY7HI+fzmX63o+s6YlULLzhTLxfBeetFEvqO0Jl8P2XGByFIpIjSaceUJ4Im9FTQbOCmArhActZBzVTG6rWpsoCuhosS3KKo1dTCvXMmBVga2O3QK5c+lbUXiAGuq/flHUu1qJcVfDYA24rMgKUyde2b0jamVeQnVS+SbMZYNjR+bbUAVJBTr39v4fdK7quT9k2exXY0hmrDSNpX/zqNhYj8u8A/Dnysqv9Afe5fB/4F4Mf1bX9aVf9afe1fBf4YtvH/S6r6X3yws/0C47FQZsVB6us1ZXoZ69nE75wne0VyDUK81N2+HkeTZQGgNg0yaTrnjGpMJYqhyQxGMWOBM9e3XHlSl+nfdq9tsnmRugODy8l4B2nk4fSKm+kpB/ZAoGRhTkqeZ/q+J5eebVPmIsbr6IeAE4dfUsFVPCcbiDlN06LG1YzF6WQYyVAX2NB1DMOAeI+6CNSO9HHtLbII1IplDbouUEog5R5ELS25kLkM+yla6d7FGCIWChmPRSr+4YJUhTG3iBC7usi1ApVWYVznAqbZaUV4pXYps/Smr02TWjEYrMbAUqMALRSsKmfB1e7t7b5tvAHeHhJ83mvtdZGL3J49/y62VS3ea/yXdR7p12ssgH8P+LeBX7t6/t9S1X9j+4SI/ALwTwJ/CPge8F+JyN+vLTH9Bcb7YA+fe9BrFLr+tA5nVmvAgl/Um+G1ioZYqI9vqla2KwQBV3kbYQGmLG1GKZCmFbBq5Bs1QVXblTw+tInZ6j8cbmnyC1TZf9GADxbe4KCIleBP2WTlpvGBeTqSy0Qq3oxMFlLJnE8P5DTVxdzwBztmwxpEmg5DRxAPM6Q5M82ztSbYZCKm83nJPBheqQQvuBgpvjOuQg1F2rFV1UhtTScCh7jBJAW6QPRCmgvjOHI8Hsl57elh51v1RGoWw3nLdsQKilIV0ERqY6paHSg1Va1aNTprWnwBWDf6FC0Masxae66mwotA9hUncYTgCd76uHjvqyexRtCq1XNkXfSNNn8NNl5zg66fZzmGW77rmla9MhyLJ2QnoxuFtQ85PtdYqOp/KyI//57H+2XgL6vqCPy6iPxt4B8E/vsvclIfkkiyHQtyvnnuuuy9EX48VPZmBd/F0QcDzIahtya9sACcZNu9dEyYoptZde8giODE0cVYuQWbHHjzdlyHbowF4nBEVLx1CkNwOUIohFwYR6uGnNOZXCbQSHARFx0UT0kTExmdrc7DRVPyhlqAJnlpSxBqV/Kk1neipTNDlfp3zqEp08fAMAyVTGXDgFUA+47GQDW9zVQKfe3ehRhRy0drlNTHSHDOMjpHWYRxm2flnIBXfDDjHKJ5QkasatfXQMxWZ9t8/iK1WrbutNt/i1Zn9YSCt2ZHMhe8dEuoJg602N/TKlDcrocPYt6Nq4u9GqJmJFqIm3wT0rFNgsraLGVBN4FWA1MuDEibjzasJF+aRspjmIXb4HzO7rEshI7ffZ7FnxCRfwb4n4A/qaqfAd8H/vrmPT+sz70xRORXgF8B8BseyhcxFF+kzm6x9CK4TfFRkTWIbDhrWWjZbGJTYQgBFwJP7m4JXb+4qiVDnmemcebM2ZSpS1lQb3GZED23h91loZYYn0JVUd+h6kxoBwcuWOFXa89XgVGXIOSChLS4+m2X7LqOGDpUI0pYyU0oUlsWOmkeCNVV9wRfe49IJvuOGHtKSez6fgE4T8d7Qgjsdrtl4XRdR9dHZm3eQO227txyd9ZzTMv5kE1/MkgAgT707Pq5NoDWxYBL8EZ4CpHYeeN8eKDkRY7Csqg1PCyXM6LxYrJWan2jvNdUbPCyGgDRWmSnS7pXC0xZoXJtQqxGy/sqoNNCUtPsXNOwYl5IaCQwrTKHBed04Yu0MnMt1xmLtXjSvKSqydq2uUeMhemerJ6Ir4+dcybI8wHGlzUWfxH4M9gq+zPAvwn881/kAKr6q8CvAnTRvdVCvDN1+o7jb3ftbRcsxOTO2uW+PsbqFl7iHEE8wXliiDzZHyxeD94WdM6cTxOjH9GkJNek72yHDEHph46nT+9sYnq/aCDkahAKgUKVkxOro7D0LZxrPUNSwaWMTzDm+4Xs1OjlIQRiP9CFHdOsTDlBKjUUMJq1IXlVK0IcqMdJY1QKGlf5/N2uZ9f3qKopkXlhGIblmvZ9TxcjoawYkQthNaJVEFizUuayuP+5em/TOFt38WyLKdZjzZWH0oyF7/zSCMk5C10QqQJG1MVTUR5nIVKRUnVFmrdxyWnQakCcc3Q+MJMQ9QZUbjAXX1PCzm94Fc2YNCPUjsm6KXkP3ldcQ10VQGoehUk6mlFo1cGXYUMLb7fexaNSmosYTgY2+FutUPiQociXMhaq+tvtsYj8O8B/Xn/9O8APNm/9ufrc5x9zbRl98fy7vur2Ojx2UbZPqbael8qlaWoXu6wYRyl2o2u5eZomZlX0/jW73Y55N3AInrubA4f9Db6LjFPi4Tzx//zmDzmPM64oqO1EuwhP7vZ8+9vf5nBj2Qstposxq+lqHDOkLMzK0sfTZPeFgxGOrfvWnJlnZXj6lI9/fM+YCi9e3OPCjttbT+x2SIjc3O7oYo84R86FabZitpKEPFuM78Xh1RO0I4hDS6HzEd95uuoB+XoTnt48MxXrsfYDJXOcTowysouRGluRy8xcigGJpfBwf2IcJ8bae2OcLUWbKbw+P6BqfVKH/Z7dbkfoA3vnKK4goVLGu7WHjGjBOwNES8nkSkcXHHOerfgrTUZ+SzOn6cR8Hklzw3cSt7e3OCl4Evf3L+tj4ebuhr7v2e16Hh4eOJ5PpKPplU5TWvQr2nwbTycoah3oa/p3nmfSNJHTCTTRRaEUqVWnRh0PLdpU69mCsGxQ23SqdSjzG0D9as5WULP+cuEZl6J4F8kl8dad8QuOL2UsROS7qvpb9dd/Avjf6uO/CvyHIvLnMYDzDwL/43se9YufyMWXv/z8+zJA20FaK5qGINdaU9v9Uaicf82Z08OR4BrNN9A7qS665/b2lsKR85SMwhMD/S6w3++5u7tjv98TYyQVqjp1DTVmY41KttAko5AzomL6FFiLQ58yMisaO/YnBeeYy8ycs6UGNeHxRKeIF/qux/vAnJRpmpHsOB3PlYOQKU6RKESiAXSlurIzFk5Jozln8mRYQc4rQBicI/szTVdiTpZNOY/GkvzxJ59ak57WVjAbwQ0H3U1vDZvDQBd3dF1P6Mx7KK4sKuINUG50eSm6SuipmmGQVWho6R+STQG8CFXopmpOREfvw5LSTCmhxUSSgrjFg/CyEYi+AiQbY9MwMENNTDTFamRSSkjV5Gy4Rvt5kRG5/mnIsP0TWX6379rmbNMB2Mbv7UGphDOgfqcPJYvzPqnT/wj4JeBbIvJD4F8DfklE/nA9xd8A/kUAVf3fReSvAP8HRpT9418mE/JlxtvClUfp4Fe/lSsMSKsse2GtLEVZ+AQPDw828UtmnBK7mwOHm6f4rmfYHXg4WotBi+07+j4yDAN93zMMAz5G6xWi4HFMxViELltZesmmlVBcqUCrsQUlW31DcAUNkZtn5pKLcxSXmXVmKjO9WCl5Uauo7LpI3wVSzJyOI+P5zPHBsJUQAvthYNftrG1A1WIwDU1dhGtaqNNSq/O81pTEilnMOTNNVhE7jiPTnDlPUw09bOGKyNJj9enzp9zd3bG7ORCHDt/52nEeZp0WYyFONjvuek+bYV/wp7YgtRoO1tLwgqljIUrnvTViqos950xOM/NsfVdCCoth8SLL3t0qa9XiS2ADmqsuNTo5Z/KUMF3PS5WxLaB+nQlp83F9zrwLYFM4dzG5L+Z5C13s76gBXB9wvE825J965Om/9I73/1ngz36Vk3rf8eXq81ah2CJUZWz7fbn0UgVWWok7HvHmNqaipNPZFkxOTHNmOJ9IWXjy5Bm7vl+qNBty3fc7Qjcs/2KM+GL60nNxxt/Iq+CNqwQhQ8Ks1aEBiAUXCkQjM935yP3DaNRtV5jKia509BKJvau9PDKQFlAuMPASIY8njq+PlJR4gcNJ4Cbe4Iq3RabWMAh1leZs8b0VjM1rh/JScMmuXKo7+lSVw5NmXGdsyFYIF0IgRM8wDNzdPeX582cMh30VJteaKsV6hohW8pjU1KaQ1QhZoiYz0Ar8gGVhbj2Lxr5t+h8xBIZdRx8ceUoGbNYFPs+zkdbmQEnpYpG312l/r7JW2++pGog0ZfKYmSfTAL2W1dsKU1/zf941GmHscmz2YWmykRXALh+2PB2+KQzODzgeCz/evGhvhiZ68aph56UUkqu8DExzs1S3N5VEujeV7Xg84YiE0EHY2a6sbjnmNqNijMTaKgBvMSZKLpmkYhjGpvS9if0qSlnEOBwxChIyfS3dLiGTGClMpDLiA4Ro32OcziRXjEtRBMmJMk6cX7/k1ct7ptNImZTOHXC1WlKqF+A3oFnf75bddekrmgpklu8lTpcy/ozy7HCDBAdewZta9u3tLTe3B7717CPuntzhu0gpmalWbakYsGj8CaoGRXXdS2Zmmwa3e9kW5ep0r2X9SmFOCe9g2HXc3NzQe+FYzDvKcyLlREp+4WG0n3M1JCmt2adG6IvBG5iaM3maSfNsm8g0MU3zG97O9Vz8IsZiBUXXlOv6s2VDoEmVNcr8hxw/NcbiC4Uh7SaxGon2s0gt7MprWrLU3S56h2IqUDmbNuOcHvDjRPAdEiL7WxOutWY+RuzZNuydU0GcqU/NZKa5MGblPM2cM8y1XWIWR1G/nJNKXtK5hYx3HvGK7z3ROWtF4BKzTkzzuVa2BjQr8zTiZEZ9R+c6bg578pM73DSTzyPpeGI6T+RZiWq8CKnAoVb034BOwUsg+g4Jtc6mArlNJxQpZMwryGQO+52xOjvLagz7gdu7Gw6HAzc3N5UyXu9Jy1jQjMHmpskaWlhlri0cqW67KZ6362PXLOuaKhUHXezY7/fc3NzgSuJ0L6vhSzPJCbNzjNGZ5zTlqvmRlvL6hTYvwiLZnDPzODONo7Ff54k0r5qeW6PQskYX8/AKrmiP22sNunh8xlaAVIwTKAtvo53ro8viS42fGmPx2Pgibthiq4vtZk3ot7Rq0BoPInVHEayitBTKlHnx6jVxOODi3orI1Kx9KZvO3jXFOG/AzSkrc4IpFaZk1HIVKM5qGxTDDLRUbMXkycllRiTR9UoXY4VjM5QR0YiU0UIKdYgmY1wGT5rP7KKHw558OnM6HhkfzpRQ0NHjtXIK8BUotbBqiD19v4Navh1jRJ2lobuuq9mdwlxmptqUZyLR7SKuE+IQGPYDN7cHbm9v2R8GxOkSrmQUCYL4ysTUtrjWTEEphZwe30uZJaUAACAASURBVI2X0KOs78sbr6CPHV0X1uK4eQ0vmnDvVOU/fBCrqk3m8W3Dmy2NPbtsBrManFZzkubZNviyLtytYWhSgou31Obrdu5ePTZqeZupVz+rsdQtFUOp2ZIPZy1+zxuLt7ly7wpHckORdROQyMrAIxsFxvnaHLi6u6V6DGO2QjQfOlIqpDlR5Mwnn3wC4plzQTQZ6UhhmuLCp0jFo8nCmjEV5uI5p8JpzIy5srhCB5KgMkZz9hT1aDEANHhBdWYIM0MX6IMjOo93HVE8nU/46TNUjwzdnuHmAAXO4z15UnA9Eqm7/B3jmCBH+rjnxtlu38cdfTew64yxOexvcC4w15aHWZV+NzDsImhhnGbO5zOn6YxLE9lNdC5x950dcRcZ9j3dYNWo/e5A13WMeiZlW6HOCQGrrHTOcAmvYp5RNbjTNJHTZOX/NcxIpeENmXlKiyK3lsI8jpzO9ziFp8+e8OTuwH6/Z7cLfPbpkVOaeTidrO5lGpkp5GGw/qjUsvm+w6HEoa9A5ppBiT5YVfI0cTyfGI+nKl6cicgbIYjNQZAr8tjj83p9LMISjl6MreeV7H0lr7qnb7z/K47f08bivYAhfVPn4vHPrcalyct5Z0j82pvUkcoq1NJk+RDbdeZ55OF4v5BnHIoGR5nXtB2w9A1pHcM1l6qzUCjNaOGqJ9NEc+0cg1g3+SE4bvqOfd/Rh0j0A13X07ne0phlJo8Tk2aiE5RgrrHvECfWjGiKyC4i+4A/d+Q5M8lM6CK+94Q+ELpI3w0WVkghOUV9LdLqBOkCWSemKXHKI+cyQhSG3R7fC4e7jmEfGfYDoTJMnXMoxsJsBrqlK1vmw6nxQ1Rtd2+tFktOaEprlkDXeo8GuGrOTPPE6XRinKwY7nA4GI8jhMusBiyfVa0qYbWXSsOahtoXpH2ujcbD2f5b5lAG1bXD2jr3jKz1trm4bm6NAbuZx806LMUoj0zjn+D4PWks3uZFvM/7W3rpjXGdzpK1XgRkkedr6bucddkhGtiWc+a8KbiK3lfJ/7SpQi3W6EcE79QYlnkGXWNxa0QkeM0owlyp417Ms+hV2YnwURfYxUAfPF30xK4jxghqKdXzNKPpxPlYyASmCXbDHRpMgs8PHn+IdONAzsJ5PDOezkgSCI55SswUesk1DTwYFuAVdTBLxjNznB4Yy5nZ12zCvmN3s2N3iPhDYdhHMxQLeauQitRqXZbrteUzXGQaGkcjJUrKZoSrGni+SuvmnNG8Gg6jXgdjm3Zd3TjyxcJuf6uFF37DhQjO4WrmY67FdW/U9WyYoZYF24ZP2yn2ZlhwvZFdTcc35rHRvx/xMr6G8Y01Fm/LZnyVdNC70ef1OamIUiPR1GeXdojinJVQV+TZLQVDQkkTjfYsKF7UdBZQa7eolpb0zuFrwZWTFTx11YMQjA+g1MJHUbzA4JSdU24FnvrAwTm64OmjJ3ay1C5MRRknz3GceDjfk7JHJXAcgSDMxTE6kMET7gZ2EvE5cP7kxJmJcUz40RPOD/TdQPARH3u0uuBznlBn+pVu8Oz6nnhrPJLh0DHsemIv+EEJnVgTa9/c6Xa91colnVgLhqYUxbpwTRUsk+dMSoWSEl1Ywee0yO6tHJA8W18U7z2x33N3uFlo9jbW7JSq0eRL8iZ+00DIOk8al2TbWb09t61cba9XZBHnwhveRvvZPnf92uW83G5ohVYPshSL6eUasb+9mcdqc/anHrO4zidvLTd8OYPxvmEIsNaQ6CbkaDcUY/ZlTED2ou4EKFXw1qMEr1bb4E2a3rpeZeufIdA5mEQJKLHqZYK1CwjAzoeFTBSS4l1hEBikcBMCH0XPoQ8MMdDtjL8g0aTgEo4pOgKZMk+cSsY54WF8IGsgE8l4SlDcEAjqCEko55l5zkzTaN+vTJzKyH53IKiCOLJkU4AqxgvZ+R6Ggf6moz8M9LtI7L2dT5cvWgZKTQEWgdZY+rGNYQsqruBlWe7JAl6WmupMKxciTbW7eQwM+47DwTCSFjbAuuhzzstix7nFQLTUcUrJQtIK6sYYF2NBbRLkitWT9D5wPB5J00SZy4VReCwLcj3ezjZeBZS3DYa2x/w6xjfOWPwkvvy1odDHCLBLyurxv2+fq7046z9dAkq3GjKMauvEagB6LwzBEZ1pYYTNEZwo3hecy8SqDzsVaicxz96bbB2SSGJUhb2Hg4MnXnjmhZ2DPgidF8QXwFoDlAI+F6JmBl9IKTOmYrL8dGRXSHSGP3SCFIfbC7vne9w44cZoZdEEnAQmElrDDBeFIIHOOSQ4bp/fstvt6Pc9XR8IfcB3DvGC874Wc8kyz0vVvqA2gRKp6WF0IRdt3fqF21D7xFiI0VLRjdtg6ct5nhFMsWu/79gdenZV3cuJ6Y02+sGiVt6M/QabcGpAayPYTTVVEmqhnBdhtx8Mb1Gl73umfmC323F6eODVZ6+Wv/EuY3HtHbxRLLaEG65iH5dGQxcPo81FLtHRDzi+kcZiO1m2Md0bi143Zbzvecz2+7vGmwi2UtSZgUCshkMFnF/ox6VYqFDSjO87uujYdYG7m57b2x37wdEHxZEItamyKBRXCJ2rQjmC+G6R3++qFMQhK3MpeC30ZPYU9jnRjZkue3w64lMPMZgBy8o0TswF0pyYzjPzWBizY5qUeZfx+ztCOOCC8Sg0OuJ+j/vIUYqSUmsMHRAN1rZA63SRAs40KVz07J4e2A2WmgzdCviaDoTHZIRkYc4uGIE0I1ylBivu07QtpmmqWMW84AVKpqSJUixVeZ5Gy2bMhvPEGNn1Hbd3B549vaHfRTof6DsoeVqA0uaZtBJ80+joKn8mIzkbKHpzYxmgceTVq1dGb68VsBS1a+BNO1R6y5h4EcbjuHo6G7GdZpiuPeV1jl5eozdHddO4ft+1gWhVrfmDRSLfOGNxPd5Fqvrah64iwAILHdxk5gtelOAMFIs+0Heeobe6jBiF4BUnrc+pCQZ3gEqmc6Zr4NQ2E5eFLlhxV9GZUDJOM10tZtdRST4zBYeWYOnCyYjZBSwTkgrHceR8nHg4Z8YinLMDTIvDD4IPPV46iocuRugCSmBopevSAQEtVjfSrv0iMeeF3aGn6yOhq+0IsUpaVRPEWZsX18u4XM+3bwZv9AxZBGaajuZYq1inCjo6DvuDVY32HTc3tYq1c7aQZe0i1hZu0+VoGJVV6F7yKkLVMGnnlKpAT0oJUmYKgd41ev8aHjV8pPVhad/vMQD3sbD7q4732US/6PhGG4vH2W5fj6Fo+gJad/z1BbvxWeuqVgMerdGQvaWlAmOMDLFj6D1D8EhJkJ3xaIqraT5Bcsbn2epBMog4HEJKJxw1W1Kb6yY1cxCj55UaxyKMFR8QWbQVjtPMOc28Pp15eRx5OCeOSZiKh0no55nhNtMNN8QILvbMOlKcWOcu3+N9xNOj4gi+xxVbAN45RMwoqoN+CCZOEysnAGe9S4tJ47UuY0mvqM9sfjZDko0g1TyAlJK1VkxW64GoVbWeT0t9Dhg78/b2lmEY2PUdu31P30dwZSN7t4Y1S0FbxTIsUbEalMa67brOeCZdhwMeqkEoKfP6dLb7XOdHE78pS2q3LD+hiSxtMymG+VyEJa5Rur/oaIDoTw7H+MYZi2uj8DZg8uswGtdkGkupbsKUmsIqWPXoUpcgFnt7MRanF6Bk0nyGPCPJ3PJShDlXVH9MtInkcQvtXFFCGWt5dkJKpmjhPMOn50KsndKjd0u8nytxak7KaZo5n0fO58SYlNMMZVTmcULnhL9L7G4FHwVxPcULPkSi9wTf1UZIAYfDYwJAJkfXdi7DZmKAEDzqjFimGq3behaTp6+X5nGi0gafqA2AtmGIplU3Uym189lovAvU2g8MAzc3N5aN6SJdH/CetS2iXOIfpgNqn/PeIypoWTMk2xqR9r52DgaizpweHoDakErVMlze6kW26d6WrXlbOrQN+9sfZu6uHsyHgzC+ccbibeNdxuOLW9J2jLd/bt392mjZkIy+o21Bm/RbolBKCTRb5SMmoEvtiZGKWjev2VKqDWizrmdWV+nyZO0Q1Rr5FlXu88xcZuuX4RzBGW/DsbrCWa2SpWQ1bYyklCkxz4KkTKdGK/ddpOsCDD0aAiFGQow1a+MRNb2GUBW1Yo3RwYBcH7VK1DlT4hJrNp1RytHqM9p1UVWSpguvMReT2tvG+ON4ZprmN4xF8ywa36GLVv6/3+85HCwM6YK3fh7OGkU1XGm5kxvuRQM/8zwtNZytPmWeZ06n02JYmpQgYMVn7Zzm2lZAhFiFfBsukmqzpBWL+Dwv+X3UJ+Tq8ZpmXdZCU976gJTvb6Sx+Dxv4jFS1od0vVbQbXvMesOv0GuRyvXP5WJHmlsF4nhm6oR5YZiv3drBCrFKVuYpL9oZs/gqzpotrVos5ZqrjmUqhXOaeUhjbcYsRFeIYkbDyab3qot45+mDcTpEPcekhHLGTQ/48TVh3EPXob7Hx5uFG2LcDoe4aixcWBaDFwGxFGLnPME3sSwl1yrZa2R/8R5qOLIlQ5VUltCjLdK5LkhNq3Rg62rWQMZusAV/2JvKVYyR0OTs6j3cGouWOdh6FrvdjrMW0nmjN1HB1tPphKouHkhjgLbU6zzP6DSjOeOdo9Trs/ViqNPGOdmkby+vy2NYxlcZP4lQ5BtpLNr4yYObV3gEl4w6MxrrO1kKf9Yb69xG9l6VXONdi6vPnE6REE1m3hS3HLmUpVrTBH+VNKXK4ATUVZEbIaD0WlWXSmEumSlnHkrijIIXojg6rwwhMERHDI59qAK9DlPM8pFSPDc4HsZIkUjnhZBn9PxACpESDyaHXys8qWGXq75sa+KsZIqCK4CDoLa3ebVislabUawV/HItV22JfLFAUkpMc81UnM1YnM9n8pQuAE676Ja5GAarIB32O/q+p+92V1IAWEuHspbYr8zLFdxsXkmeJ071HjrnFs7F8XhcQqL9fr94GIvocpuTupK0bIooTTKvGYo2X5bbrOtnV9BmnVtfeK4v7R+hVfB+yPGNMxbvCjeuLbAJ9mM5/M17DUowOrFoq/UAUesVKlUktcnm6UIQMhzC3ruKuqpqTf7Z7q1knPO41gWqdosSAlnh1TFxmifmMnLKnqeTLb6cqhteTBwl5wyldVe3fyklY3pKwXtrqRdLQaTyNzx4a6fB4cmeoe8YOkc/9Ow64znEaLUQjbUo+CrOKzjfM82elIVchFzO5ONv8frhUzQLd7unFEx5K4RSsyOOYXdDyabj4TCSWfBGFprF4bOxR6T4KiGXcap0ImgZTVNjGpnzxj2fV0DxeDwu8f3pdGI8nTeZCyO2eR9xQbj96OkSQhig2ZusYRetahgQzZXv0pG9QII5JQIdcyr4WdnJHtk/5ee++33+1ovPANPbUFUeHh4M/BxnTq+OvE6f8vTpU548ecLz58/ZEXj140/JOpMlILF6E6qoq7J7rtSUOIvhQMrSmNuMBbRNyClriTmrE2tK5rIEKG+EGhgovngxlR1roLurdUlfPRz5xhmLrzq0Kl+Zsa7Zgc3jdilRKqmqvl+oqdG3D5uEWrtz69KcV1lvQ1HrC5GzkIpjSp5zEigYXbl6B3naxLzZpPJVtVZUghMlFCtxT1BBRLFFEx1957nbD+yHnn7oTP2p7wl9JMR+0foMzlk/ktpOgOLtuya1khWs6xolk85H0vmI4KxfiKhJ86lnTpPpa2Q1MrqqYSiAzDO+eFx2+BompCoedBpHxjRyniYTj23ZiKKUGl5M08Tx4WGR6mv9Qxq20Nz/GCMuePrd3kKOvqeLPT50xOiX+6RkRBQpFfNRU1GnqmxZKwgPGuh8x26watTTw2vOo0n6D0Mkho6SCw4TN7bEhvFjvDj75zAJA6dY6WCuDNW0bFxQ1dmkeRqriI0IJl1YCwh9m1Oqhm1VPCK5AuXaU1g3Tqld8VqoBlgo+0hH9y87fuqMxe/GuMZMtuh+KtkaIZcKZubCOCfylMm5WDl0SmhNAbY42ztlVptAnQec4GNk2HUMfWA3dNw9vWG/6+l7MxbDYJJ9YYPyLzUKVfNzHgsuCc5ZWk81V6dGGY8jx/sH9hIJvreUJbOp+6ngZFhCMzOVtT+rqHlb6kjU1GO2hX883S9iwk1QV4opjp1Olv48nU61I9nqaTRMolGsu66znT54ut1uea4xKlvo8djueV30tX3e+WhiyrdPeHj9mmkeUVW6bod3gTGdrVeJmAqY6XqWTZc0sXCseqN23Pp4I2xVFQOtjyptQUv9nN15qCFfnQmlHQxwRYziy8bTXjCh6rXUO6OtmfMFEP/VjcbvG4sPOK4n5BbHUGzxZ3Mk7LEWW0g5Q87WpEcaBdoWpXfQDYGh67k57Lg97NjvOvbDwLMnB/o+shs6hsGqKq1bVtjUQggpW29VyVB0Zkqm0DXNhZSVPEMqieP8AC9fIuIRDcSdI6RCcRGwxjn2vWwHbTp/CX9RmGUsyHkJKeaKOWQKaZPxePni5ZICbbJ1DQuIMRoWUatFG3jpgkeqkdhiB4uxMKLHxbiO/0Ws/6tgRWDD/sCTj57x8tULTqcHpmkidpYJOqte9AtpO7c1jzKhHANQWXAeEWuBqVWNxlXXVZzWmjkLCVq2S/ALWOy0tkNSKyco2Jr34nGqS0iiqhfNkMWEWtfCx3qOLd3/IRIiP9XG4uviYlyn5bYlzKkUTrP1yUipUGaT40vFOqzX/ZYM+ALqrOIUNWwi9o793R13+x13dwee3Jo3sY8dd3d7YucrryDSV1ATvxqsVKDFrznDNGdO55lxTsyzkrKixTFnuD+9YJa9eUUJ+jkR+gMx7sguEly/eClKIbVS6Q3Yt9Xo3FaOzvPMubIuz1Xs9+H1w2IkulrC3qo3G5jY/jVPQ7xDuo7Or+GJAZs1wBRrZSBabIdnlemzG1ZBSbEGP94Fbm5u+Nbzb/Py08948fJTptMRKZ4+WDNmF6ouadXxsKRwxnnFe4eX2j8Wwwacc1CqGo1K679Oo4L7qlMiuNpuwCFiTJ3G3dEadUg1GHOpbFBVsjQ5w+bVYsZB1rkjgmmxfCiuNz/lxmI7ftKGY+tVbFOCORVOc0bFGu/kkknZdtgWvysGwLY8fzTiI/3g2R92fPT8GXc3e57e3vDk9pb9rmfoArcHo213wZtLXuXaMkrO89KUaJqTFVolOE8zD6cz4zSTkljPkiKcizKeCpN+iqoyj4XhZmJ3SPT7QvCR7DtrdpRSFXepnlMrz27fuXFMSmHKk7UFmCZO05nz+cxY2wMIa/vAm5ubRW/Ce7+mQa88CJwVp7Uir9ZX1NoYlrrD2rEfMxYi1u1NmJd71Q97nn70LZ4+/x1+++Mf8TvTp2iZYHDmYVRDaOGI9ZjN2dosuKDUnpPkWhnqPThCBXmNd9IyXKbdaQxYT+XT1J8OsLZOq2dh3wpcUWbPAoZLrgzgzbQ2b0cWAthlV9+vPn5qjcVPwji8jc/xWDzcMIu5ZHxpjW5M3T8XC0G0hicWO1sT5ehh10f6oePJ3Z6bw46f/d63ud0fuDvsuT0cGDqjH+96bw13nLnTDmv9N82JaZrt55w5T4lpzPZ4zLw+nplmY1cawcx6l2gSxvvXddc/E3cvuXnynJsnz9CcGbJStAkQl4VsFZEKxq3fu/EiXtceK9NGo1LFGgU/ub1baPH7/f6iIfPWQGxTorhVcRxYslVKS09SPQtqDc6b97EZGosfEsFHntw95fm3foYnz37E3/3RbzPOM7iZu7vBQOaUKmnbMkJFMz4A4pFgYkgFO8fO+8pD8UvflQZqeuesuZEz1q+ds73msHCjVP2KhmeW+j8pFga5kklzw5oqYOxWDonULIjgcN60Xz9EKPJ7xlhcu/rX48249N2/b4/ZXnusoOfz/m47znbnWkKQlCjTZDcpBkrJpHki1fZ6kBiCJ3hHH4V9H3hye+DJ0zsO+4Hnzw7c3Rz4/ve+x67r6WO0toKi5rKr7fLn83kpqDpNI6dp4tX9kdNoncHMaChzKoznxMMZUgbUU9Tc4EIgJXi4v+c4JVJSMoHD3VOePP82z3/mezz7zs/R9TumOZNVmCo70USOL9sdtIpSAHFhyc5s4/8mc7cVlmnXcHu8CxUtJ/ha/OU3r3sneGrasmUhyqYqWaxfaUpW1yPBY5SQgkrHs2fP+J4aIP36eOKTTz7h9ctXxG4gldHEiR34LjCXGZHC7tBZA6Nikop9tu8RvSe62iO14TvVs3AiuGKkMV+xiuZZiFoGBylmOqTUamfrMZOTbT5unvEB0mzTKGfDUXwwtm6soPZCI/p9zOJyfBlP4nqCvuuYb/Mernkhj3kXJaVKaDIlrOg9LngCnr73DNHz9HbgsIs8vbvlydNbDvuebz9/ws1+4KO7G2KtyWjEKFQ5jalmE87Lrn06nzlOMy/uj4zzxHROnFOxHqlFKEk4j0oqoFUg2JouF0pxlDwzn47cn2ambAzFItD3PR9962ctpesFKYZvJsQWXP3+3nvw63nGGGtqcw0pFre+EqO24OjiMWw8ii2IiROkGpdrKb633d/tP+ccxTsrcgNECpphzoXY9zz79nf4wR/4e1E801zIKoQ4EIKFHk3IGRFiH/HVWPgAWkHq6KJ5PKVlSNa0rneuZkakekXt3KqCvAOVWhRo/eHMs1ABX9BkzZxKKThfGjhhxsJ7pLJ3m9r3Wy7Nlxo/NcbisfEuFtx1Cu1tn7kGMNtzjz2+HqqK5ALOWtuV2vvSi9JFT+eE28OOm6HnZ771hLtDz5PbA3e3N+x2gaeH3QJmLudYkfACnM4j5/OZ++OxajtMHMcz5zHx6v7EeZ5IkzJlS9lO2YzFaSykLJXUYyXkpRK2cppI88j5/MBprJqTMfDk7ildFA77nnEuzFkpE4hkioS1P+jS7dxfKEx1XYd3FYxsF2hbIs6lwd2GIFtvhCqm2z7jmyF4x9YpImsPEW06qrbAUI+4wDjNuNhz9+QZP/h7fp5X9w988tkLpnlm13UE31VeCoi3Nou+84Qq4BNqI2sRrJlTxXTc9feStYduk+azjIVlcdwWZ6gAp7RfCoAjFE/RbOnrUiER1YqpGHN1y/35UOOnwli0HWlLxW7jeiJevpc33tuMw7vCj+vd7DFv48LjyIWCmjIWQhc8u86Ylx/d3nJ76PmZp3fc7Drubg8cdgN95zkMA7vY0zlTwbH2gIYHjFPi5asHTtPIw/HMeTIg8TSeGafE69PINBsQORXLeOQiJpk3t90KSyFWLkiMsqpco6CWAp2mI+P5nq4L7HcdLihhtlz+nMsqL7iRnhO/ehAt1PCudiCv1yXGuBiE6/ux9SzewC02gGozPEYzeHx5XB+7YHwGxYMzlmcqZ0L0dP2Oj779HZ5/+2N+59NPefHpj4jZcBQfAs4LSQuumNfkvOAouLz2A2meP+oX9u/yvVo25JHzgtoQu51ny3pK7fa28Y4avrPMOTLaWlxIQcRjFdKPXpIvNX4qjAV8fhjymBF413EeCyva79eG4ppXcW1onJqwTR8DMXp2u2gexa7j6d2eJ4eBb93dcRgCh/2OfogEL+x8T3TRXP5SSPNsac9p5v544pOXrxnn2TyMaeI0jhzHM9M8cxpn5mTIVsahWQ2cy6bPaa0GqiCwJot7gWkeawcvJXjjAaR55Phwb2LEWruthUCHI5SqIi7USlmpQr5WB+F9JDTPoLrXbYG3Sb+9ftfYT3t+qzQVJbwZflyBmRazr/UorSES1aiJCl60Zh0yOXk6H8EJd0+f8r3v/4DTeeL1q09JBeaciV1EBOY5I5LpOgMofcVERLYivXX+PJKTaJ3lFOv/Wmr2Bl3p4YCdczU9JulY+TLOvAhXYYmc3z6/fz8M+YrjMfLU1qu4Hm8DPtt7twVF14ZidZOFvqpn3fQDd7s9t4eBJ/sdd4eBu/3Aroscdh1D1dOTApoKc56ZcuJ0nng4nTmPI69PIy9eHZlS4mE0xSjzLqwga0rJeo2ItypPnJWsZ8v0OXF1Giu5CKkWd1n592wZB6doSaRpJJeZlGs2g2C9Rxwkqk5lvQ7q5A2cYbsjXuAuW29hcx/eBjg/lp5+V6hZ3uKIu5qRUMHqZrDdG++MjOaEZ8+f873TiV//jf+TaTwypYzvPH0IpJJxUvU1xWQAtmGQbslRVE/m4ous78ultQ5YhYKXz2Uqb8SwmryZXwv+Uitgt9etcUnsuUcvwZcaP/XGYjuZ2mJ+GyC2ff91uPI2APRtmZntaKj9EEKtDPXs+46boWO/67nZ77jZDQzBM4RoxWqqaLYwYUwWWpymkYeHM8dx4sX9kZevHhhL5jjOjLMxM1My0pfxN0w8RytjsagzxmYqCGnD8Kzt+Ephmsba0q+BcxZ3R+9RLVYr4hzOBfBCkUysBXRgZerOYWQm7xdK8mI4N9dHrgDKd/3cApqfdw8v7mV9nGsxoTprAORqrGD32vCbkg28VCfsbg48e/6c7/7s9/nk0495ON5bw2pnPAnUuCTG7xBMqLnu7tkaMW9H0x+19Oh67mXjTZScLzCORvcWsfPLDTAvl0I+SKncEVmJWkuNyedepvce3zhjsYi6tto5bcIhazzIsgNBqfz36xqbshxvsxttXn8b5rD8XvttSgWeQC6MRxuLi7yUJBv7bhtjJ63Nlp3Dx1j1Fwb2u4Hd0BGr6tSMUqZx0W/IyWTvX51mTlPm9XHk5cPIcUqc58ynrx/IqoxpZpxSrXqs2g81TUctqkKt6tRk88GJx1cad05WyzHP5qGkUsB5kjOkfXbCqIUxZR6OI/0hmgvvhBh2uGRuugF6VhYeKpPRVZblZQ1HBSf9JU18e22dXHolZiwqKKsOl21Ru8Wlb/OmLCQsZdWmcK5qgfrN9UBx3pGTJ8bD0t0sF/Ddjmff+S5/6Bf/ML/z8Y/4+Ld/i88+/YTzueDe9gAAIABJREFU8TVowglVNczjvKv1MNOSlZryfDmvN49bsVjDbpbvXmrfmHwpRm2qaSsYWvLWWIBoxFX/Rop9fy1l8TA+1PjGGYsvNCqV9n20heDdLuuHGI/teoXVUKgYXbhUAzPXzlnnWbk/16BAi7UerOpZcy48jMppyjxMmeNYOM3KlB2nJGSFKQlzrsSgUpXGnWUqbMJktJZs51zIMzhXKA5EnLVHbEQxsbjehWAiLhLxPqIiVUsjESo+YC0e3SrtvxmlFFwuSAxvLPprj+HzvLPrz7iKY7efsG4yZtf1jVRACwWXv9mqPoEuDoi3xTfNRjhztY3Bk2cfUXTtbvbZZ8p8OlLySJoNvDSjLJQszFNmnDNZmuZmPb/NucxXv0sx1i254Gs7dC2XhXHqjN+7Got1E5UK7Le10DZYvWJ4ftXxjTMWzUNQbFFVz6q6W/ZKs8zvayS+1Ggqr23OvgVZXozDIjxSwS53uSOKFys6ckqmMKYRN2XcsTAnR04nRK3su5TCnAo5wawwzZ4pC+esnIsw45kBlYiKTbSkhZlirD4tSFp1QtvO5YCczFhYXYV5QCW3cvOC86ASCCGaIZGA7wISvNG3UyImBW9FUUWoSL0VTtkG2RoBFetGJptrUwE7W7AGtFrRpOEn64VdF3hL8bbF/rbRiq6kuuLWKHLdoUW9LWwpSyyvavU5fpPSzTmDWFr35uYGUdvxgzcx49effcLxoXD/cE/OmT6H2hE+kVK2a+zyhb26Pmu3eVFqSldUDWjO5Y1NJ7rNZpcNvG0TsnlSpvesaKm1Jfz/xLP4PA+gyLqef7fGdTp2Oy7SqU4wD9omxZRnjhPkMjHNI9E77qMJ7jVX07quR5I6cAMZTyagwaHOis801obKovXYhawWvlCs9qSFScu5plKrFiMiramOGghaOQzB15oIPEU8LoYlVZer+5uy4is56zobJCLLTrx1sxu1/TEM6YN5fOourHrDLaTWYyzYx/L3jQUrtcYkht50SxyIeMRFYj9w++QZzjn62PFit+OT3wm8fv2SNBe0yhta6EgVqjGjtJzWdm6w1gEt+ETFLlyp3uUF7qB2/u175cdT+6UayaxmqOXrTp2KyA+AXwO+g33nX1XVvyAiHwH/MfDzwG8Af0RVPxM7878A/GPAEfijqvo3Ptwps3Tfbo/b2F6XCzevTdr6nq8KEC9N1TcNah/Norg26SytmMnMWWEq5DLTB4ym7CD4pvOQ6ncJJO1R1xGGAXGe4gKp1jYmLWR1zKrMRZgyzMn0KlQLuXKBr9W0NWUrYBLBF4+IVsGeVDd+tcpOb/G4l4irDY1bJ7asKyexeRWwthcUqZ21nNGPi5gXok4sRBKTlhMpjxqaR6/59voKVCv1jpu0Mdbia8ezjVzRpilzmx8F8F3Eh/W+ijq8i+yGPbu+5+7mhru7O3Zdz/2Ll5zOD4ynI7mkBeAUrd/9LTv71qtYjblUoR2W7AiqtbZEmcmWKlVdSVhsDAWgVeQnA1ktFVvWLO5XHu/jWSTgT6rq3xCRW+B/FpH/EvijwH+tqn9ORP4U8KeAfwX4R4E/WP/9Q8BfrD/fe2wnxvXjdnFyMX3J5bUv8gc+4HhXtmQZYgt7nGdLU2Zh8nASCCa/ZQm8sqpeq4vkWtU4uD0uFFQyST2qwly05v91/ZdgShmdrfdGad3b2zm2OJYmsGO3v+2ypVhxklMTd4negwv4WtOxTXNSQwjnwgZwftNr2DbsgTXNB1yk/rbX8o3L93mexxVG8ajhripW65tq0ZkLSKglYhWoXis/FRGPC7WmRdSMxm6Hx/Hxj37Ey5efkEYr3LNcp+FAazx09dOuwgKE51pSXuoOZOnR1RN0SxgpeG1GwkrPW2QuVDxeIUn1FOtnP+T4XGOhqr8F/FZ9/FpE/ibwfeCXgV+qb/v3gf8GMxa/DPya2rf96yLyVES+W4/zliGgxgN4w3W9dlk3NJfmLTx6xLek2N4n5ba+ueEk9RyvhmrzUzb9HmT72vpYSyElIaWCrwbCUYxJqMX8hRqreu8NO/AeCY4SJnxuhUUFRUjZ8IcyZ9OyzLr8K6lY3cfGUNipSQ11CyVnSklGnkKq966m2FWCyQfaBcMj9DESnVVTStsNneFH2QlIK7e28ytYwVZQq2xVrd7GAls8TiJ6G7/i4jlpB2JdgBvIo0jDvNaetI3UZBDISvByAD5am4ac7NqAhSyqljWSDlzBCXhVws4hz4Wf+/4foO86dDZv8zyeyGXGK2s41LJ1DXyrd6I1ryqLr+MMb6jvLWrl7GbaGz7hFixPlrlWPeZi2FiTkVRZ2OFcw0FfdnwhzEJEfh74ReB/AL6zMQA/wsIUMEPy/24+9sP63FuNhV0gNjsQVjAkm/Rp/a+oTVAr26075CMGYIkFN6SVRp66boi7NVBFrd2ctET8co6bVJTWJrUL+cWRsjXOLZoRZxRnVaNEO+lqibq5m+NctTerJ2GdyfJyzp3vcGHCdWY0st7j5AwSbYcUR5qt2U6uKlvMs2lh5kJAmNVR1JleaD1tR0HVV/dVkTzjvNB3HS5E5gSn44NN0tBRMsROiPsDz25ueXZ7y5hgPJ4IM7heKb4j9IPpXVy0GjSmYwi5ApkF/JrCRBTnAtekrDrPLp6/5FnoGtqtK8ZCr+VaNoykLPfHuVplKgXIG1yicj+cA99V2rR5WQY4K1JDRFDEg2PgcNvxC7/wi1ASH3/8I37zN3+d//v/+lv8+Mcfczoe6aOzGhHvLkh7c2kSg7KZ6462qo3kZeefVKvmp0kDmH2pgLlehtpGtIPiLYvlWxGbXvI9vsp4b2MhIjfAfwL8y6r66gLAU1WRLwY3isivAL8CK6f+80a5+vm1D1l3ijdeatJotQIQVm8o57xmeTTbhlNYSFO5ZtmqF8uodmMcCRdgPJ9rw5/ZdnCceRXTZB5CVjRNJouVTGtBcrE+IdhG7JsEG+tm06Yo2J4VvaMLASdCThM5mYEM47R+jyI4Fwibmg4zANepzpXZ+rbrdY1TXBuH7XPreH+Ef/vZdcHaRbBWg7qcS43FKonMUsP2lIkTUXGX2tAF1YwLEVFP3+84HG65u33C6XQyrEjHijnoAky2GW4Iz2ZUb6CIeRUX/nJtHSBFyLJ+1l0vlyKUakGbaI7lxt/7cn3ueC9jISIRMxT/gar+p/Xp327hhYh8F/i4Pv93gB9sPv5z9bmLoaq/CvwqQIx+ib60EVZqmq1ss0TawM3mgtYdZnPcd02lxchUwtXnX8itWbo+8qXn4UzXbUn31u9YiVJVjFeaoElrHWBUbOdcFTxpYBdoLgStncNTZehJJXphjXjnRsQqahhFLmhOtouXtDi44oW1J0mp6uSreKxVXFt4N3QdRYWcMnPKUBzdbjZmYTatNycsJCtVXZmYKqZktcErGrlquWqyCSPN3+dS0r7+bNf7wnWntiF598ai0pibre5E6yKaWYEugapOpfYhTEeiPlbzXi0cCMvt9s4jJIoLiAtWw7PbcXd3x93dHfcPrxlPR8Y8LjiCgbn1mquvc9tC6i2FmxY6LOrfus7TptWziYy3s1NFcK1Hi2wqVT/geJ9siAB/CfibqvrnNy/9VeCfBf5c/fmfbZ7/EyLylzFg8+W78Qob7wMUvqGE/o0ZFSyTwNKgB+sh4bKCM6r1wuoMK1iYq8ucU6GILm48KkuIkaeE1IkvtMVXvYtNtqNk40qUZD9b+GE75Bq4Zm3sTtZdCLv2u92OORXOU1pCI5G1ZFzaxF9EaysQ59aQDFa2oajDycpm3ZKjLq7gJkx81xx43xTrtZdihissIGdbvE7EjLlQ9ScMBG4rUQgmJYEgvn0/QbyViCOO0A103YCPvV3fZHXjkgwoVmcGVWX16JbNr1oTs5seVxs4bXfClvUQ1Tc9iuXCGPGviC60+q/dWAD/MPBPA/+riPwv9bk/jRmJvyIifwz4TeCP1Nf+GpY2/dtY6vSf+9y/0ECZzVOlPr/8vgWwNu8T7Jq+9SK+75CNJX/jr7TzlBpvP/LxzUJoiNLiZucmHS84D8F7XN2ZF9puFDTV7t21GdFUAc8yW69UEWuavKT68rp4WqrN8PXLc18Nsb0qFWDMNRlqqU0lBuv6fpoTUz7azht8VdruCF0gJUuttuNaBFVFdGQtv14yHepwsmpmLoZGbOE1I3FRgn513l+Ug7EFtxc8RFzFK9a727xS2TSrgjoFFg/HswgBK7U2RHAYfoSa0EzOmXEcOR6PnE4nQpdNrKbeFzX3YpHzf2xY65G1LGHJGtXH0mrW2+ubz2q9xiQzgK7RW2WzcL7ieJ9syH/H203UP/LI+xX441/kJBqICeuN/r033mHFpekrYg2Mg7MmwmKl2y3PjmvhiXkXTjet+5ZLssFDylVNxWYxOC9Xz6nFtPWtGaMqZ1b2YBcC/bAnyxkfEy7DbrdjdzgwHPYmris2MbOYhmgnK+nrMazBYaXpb6ZeNwZ2YzDad2uvX2MaIus1eNt4LMNiD1p82IRvxEIoCiaCU5bQSGvKUpyCWMhQqK87A5nFR8A61h+PR169esX9/T2n85GDF9MAdQaQqqp5cXrpYfia+Wi7nlTT1UJWo9yvhuRiWi3fzy2aF9R6Hptz8s5p+UXHN4bB2SZFq7RrXkVLg6HrXv8+33+5kB/i5KQiko8hIptiHVV99OQEWCSNpFSQUww78FYi7aqor4gZFXNg3ML6bCXPuv1bsGSJ7O/YH/de1thcbOe3faaGIfVzuabkUtVgK9SMQ9V86IeBw+0tTz96xrDfVyaqRyXUbJRpRbhSCNsUbTMUVevBvIqmoSFvvO/icj4Sjm4N0buMxZv8nGWPXp5v88mrW8I0y1NX4+E9vqqt2/203q+U5imuauFd7EmTeRKvXr3i9euXSxtG0VB1Vmuo4VaPTEQucPKGqxhS0QSCmqJWqSHju2ZyxfrEZPUsZHEfwN2+HN8YY9GuXUuDZuxmVSfQkOBlh9jsNjx+TdpT12m5JaUm27+KTRSElYzzJuMrY5PH6ilAxbLjsCo9lbrwxCnemfyauNocBqsKlQKaq1eQ8hpftnQXmGo3hYCSHaiUpV8HYCGNq+m20kRhxWJkVVxoqTnBVU1Iq/+wNKA2WrEU1FkDoPNpROnI6ghxx/72hp/93t/H977/89zd/gxIpAs9GaFoBWhTgjxTsljtRA01mhbN1mtooOU2C7Ilb+mVwXksO/LGvNl4otvj2d9du5bHwtLgZzmvWpeSlx6Dvlprm2NWuZmsY1zK9H1PyYk0TXTe03cDD68/4+WLV/zwh3+XFy9eMY4jh8OBoGPdGyqD1WFUbi8kzQRn+d9OjAFrYCoEXG0kVD0RCRRRZsyYae1kVsTYnaVygaxPam2FIFbp7HBrGPIBopFvjLHYuptfdxjyKOPvkXDo8vyazsCGOEamkC2mbXG4t3jZyVUM3T73xq65vhadJyukWpeh7moxNSPl6kSiZlIqoHdpIKGxFtsuBiwEK0ohzQXxiVyb3uz3B57cPeXZ04/out5CJRHTr5Ca8r26fst3lPV7NGOwus2bbMkmvfo2zOIytPn8ubENb1Yvx616E9uQaZHqr3u5kwUvU1XIqwyf8x4njqQZFxw5j6S5cH448uLFC073D3iEIfbIPFYH2cIBKdU7FbFFp7VatX5nX7+ZUEvYa1ixpFOlbVZta5EaztTvV3EgrYFMKZXitRHh+arjG2Ms4DE38sMajvfJuLxrF/NsKzjrLimtaGoNCdTZzRZX+0J4z3UtQsuaLL0uMNKU6URgWKuYq9yzyrWtqbZmzNaGMqW6yuKkyd5Uo1XPu6xAZ7se24VbMIBVfaAb9uwPd9zc3dLvd4S+ZypU2nNAS15IQtfXrhkLqRjJiqu8ycq9vubX3sRjWZPH7ulj53DxeRHUuY13aq9lUeNIY/oY4pz17mj1Gsygq/qXNMo6BgrP44nj/T0vP3vB8Xiszas9ZbqE7EvbDKteKVoN9gJX1LR6NvKaSPWoq6F39fdi+8JFQGxs2eo8FFMwWy/Q1c+vML5RxqKNtxmI7W6/9US+yjGvj7Pd6d4Gtm7Tf01A1/vK+tTGRLX3xRjxMdLozW8uiro7qOFSNiktDFJVshNUV2PRdkdr4vPmQmsZCn+VXWhNh1V1cc23u6x3wTIlQAyB29tbnj59yuFwWJW7iabQXdsDgl4sym1GY8VjN5L9XNaPXF+LrSG5Pu7bjMRjc+DaO9m+t1XPLiERZpxls8tfeiT1/bUpVK7Sgl4c8zzz4sULXnz2GaeHB0SV6EPVkWiGvH7fzTmVUjb8Dl02lui9hd+1o1jWWuGrBbxf6EGtFL99p8Z+NuPsyFXdW2pq90PRGL9xxuLzPIn3MRjvyqjYRHn38d92Lgt1HH9hVNr7bBE6UrIMxtKGr+8XT2KZuE1KrWY6DIQsVejWmv+oKv6q1DvUnykpKV8aiy3nYtu8xzIqhleUosS4sie3qtyn0ZKp/bDnybOP+Ohb3+Zw84QQh8tFv1wDXUl0Vwu74QJa/r/2zixGki67679z743Ipbauql6+bzbPGBsvg8V4ZFmWsPwIeF4Mb+YBjLAwD0aAgAcvL5b8BGIRCGRpkC3ZgLAQi5gHLLAREhKSbWxrPN94Gc+MZ/n8bb1Ud9eamRH3Hh7OvZGRUVnV/U23v64e1ymlMisyMuLGXc496/8s7RZd1c8LmPxwXMvv+kztst+tO74iydjNV1yjDkHKVqxmw+g0BszYCx6JueBz04BGHI6Tk2Pu33uHB/fuspidUokjIMRFk9XL3rOQJYjM4MtNCiMxidB1TMQicy0hUFVJVT4vM4wuPkbEVKeMLt7NU3LW67vYUJ9EV4ZZrOxG74KGXPuJ53I5Mxl+P/xNf8IOJRLvHSm23Y4fQmA8HhNGS8mi09+TgiRStIWbolnL+7tezKjgPgdH2YvuGv3oP1MzpPuu1OMohYqXz8HKoi9SQyk/KC4wmW6ys73L5uYmo5HVU1UkVwZXIqZPu6zfrzNGSlF9gBJPUSSLdZJEf4z6jKz/v9l41o/pujG5aFyH41+M2Z2GMrhmFVyXd+JIuBAIDmanpzw+eMjp8bG5nitb7G27MI/WGgZXmEaxT5DUTK4KKjGb2HNpy5iTC1EzJDuTGChqbmZCqHmdOo0jgUboUImfkyZ/JZhF0dmGx+C8uLlusFd+t2ayXKRKDEXU4X1WJnOO3RXoeRls5ysLs9sBA1TjmvHGmOnWBhubUwpukaolq3WMoy3qAUhcZVIJIaaicvSP09XqUDXXZ/85UjSU7sViwWzWEJMVAa7r2u4rjno0oq5rnDNx+ux0ztk88uEP3ORDH/4I7//QR9i5sUsYTXHVBAgczSLNfIEPwmg0siTXXOS4w4fMElXpx6quoLhMdZVZwKo0tLqA19tC+sN7mQo5HP+YE8QkSRcib8xH8FnVKIvKFcOxAprwWHSkKIzGIyqXaM5O+b3XfpuvfOnznB4d4jRRO493iXa+QCpAHRnfy9RMydmmxZ6TbVU2J1raWdOpFTZOUInBCMbWKrerK/EUxcVtLtLgfCcRQVGD/dr++FrpSjALWF2stkuuQoutM4yto8sYw5POW3e8m4zZmBcjnXgZh+HQHhatdiUKx3XNpB4xqUcZVj+u3CemBopKkLK7sdtBDWzGVIhczk6X+BCxN3Iev9J/MSoxGSZfv96Gc1amMPjQLeqmadAEi8UClYqd3T22tneZTDeoR1MiniYjSfkQSNGklvIM3he0rV7GMEv7gEkTq6HgQ8ZfPq9j3E+SFPrn9T1AQ/WsWI2TlHiWIsZbkl1hHLkx2TgMzpkxt/aBFOegkfGoZna84O233uT46DGz02Pq4DpG5nrXL8n0QzbWn2dF9WiHTDNLaME5Qpty/djl7zWD8xoojsksoo6qqohF5X1OUgVcIWYxpCepCn/cdI4xmaJ77pyym9p7sV2YClLqe/qQgW1LcovkytcpdNJGbEvG45LadB4gpjCMUsXcFSDg3qJrmlmudL7MgyjqS/l/yZRLyj5U4zGbWzfY2NpmOtnEhYq2sTRtJ3R2i+5VoklZqkadO1SWhuByz7K7ruvrob3iaekitfAiWjenzkmv9kS2CKNhjYgYwrZPQmzmnB4fcXJ4wPz0mBTnVEEImTl66ZSM5fUHqu1KHky5v+pKro4VL7I+DC7HYggdPAMOJBVVQ3P+mXY5JM97+VxZZnEVaFUNWRqVSi3JpLqCc1m0xuA9o7pmVNXUVa7I5ZLNNmwXUOcMMyHbAVxGTurvllXsLcIszaBL3bTVJSZHSon5wtDCtY0szma0WUWQPOms7R7U3Kzz2YJmEWmSGWS3N7e5cWOXjc0tfFURVWlToklK7bPtQs0AKz4YXEu2S/QRscqCL6nrQ8mi378X9fvXsllcxCxEJGNbmufJDISZsauFZRtjK1Gy9icIvvKgGfpXhSCwmM84fPSQhw/us5idgUbLRhUQl/DB5TKEy/aUuirluVLSHNWa0T7UcE1dH0dFLRdIRahykaEkuYylZowNZ7YOG4TMmn1axW16TnQ1mMUTxM33moY6dBHnNIdHK8Pdr5ybEDFPRF1b5fDKu24ylmvZ59UgLe9dB/gDeeL7JViP6d1L4yciBJZGwMViYWUFZrNcWf0sV8xyK8xiOVkTs7PMTIKnHk/Z2b7B5tYOVRih4gz4V206W80Nc81JzvMoUsQ6u8PSxuCWzKIXwdk9Y+/cdyNVrJMohmrNunsNr+Ey9L4dKIWMMzNxBntoaNlWRCg2C44PD3lw/x2Ojx+DNlTeYlkQgwxwXrpykEMqfd/vv4gJB+vsNFCCtOxYm92uqTxfsjwgTdqBQhuo6jKe43nR1WAWV5j6u5sZooxll2QfLZgOeXC9c4zrmnFVU2fDp4OOYZQ8DopEUCJBM26jqhLVdkKRrM+We2TjpIgQ80RzzplLr205m51yfHTC7GRG07R2b58LHeV4EPEQnFWvaqIZ1MahZjTd5Mb+HpvbW4S6JoRAS8I7h+YQZBFZKf6j4vNevKo/le+dcxljYWngXNen/f57km1paAQdGqb751zGMJaoFqZylP28GNu7u6SYU9atnkuzOOPRwQPeefstFrMzvLcwd5FEO29AlFC5LEqsevi69mCLXVNaBmsBeNcxAeek81BpnnOoMTOny/bbXXqJeGVeFcmO3onPSFeGWZzbWd6l7vq8aJ2Bs/NA9M5RlpOvqw4ugvcmVYwnJlkYGlVaVs5mqc6Unc3S792KgbNVJSRIIktXmyxhBr33hvAdI4vFgtPTU46Pjzk8OmRxatWwQjCwXVMPWpqmJeDx2aga46x7hlE95sbOHuPJJr6qcb7GpxYIZotxDskJZMPKYusMz32GIbkgcr+GSdHb+/aY4RisO75uSgzP6zOdi4zi/flW+lTsC0vaxMLDJWLSoYPYOs6ahqPDhzw6uM+imbEVRhhCemTRzHEeqnp8vpEDGjLJFcbXe6auLxSD28sSThf5X2rLOnOB4x0+eBLGqMUNgIqfga4Ms4DLDVTFYFPSdZ8GCKefJ5oGx0tfr3MuWfxCT3e00UOTyw5QoUAHeyeYZzzh1FyKGxtTtjc32RyP8BWQWnN/9RaJoUs5Fo0NZKMYw1BrkQNL8soJGMVmEWOkiZHZ2dzco23DYrHg+PSUs5MTZrMZkgRfFqjh4CDi8C5kxmf6b9MmJtNN9m6+wgc/8k3ced8HGY82SNHUDedqfFUjMQPOumAgvOYmwKMk52iTVUNr2kRoW0Kos1Tj8cHqjyggKh3YS3mW/qLoqzPrgt5W5kMew/LuJYPVili+C2R4OwODKR6cYlDu3hXatMyPEefMkClm12lTA05pZ6ccHR5w780/4otf+DxvvPEVkEQ1coha5biUyxNY/RVLtnMqxDw3lpmspdVZ0lRAzS5VuYzKhSOpuUDLYl8xAlM2G5CkVN7gD4L3+Cova3FUDhZlDj+jdHFlmMXwOfp6GfSetRhudHm8b8lZYQq9DtKMZdifkCLgfTDum49ZnQtbXCmnn6fsCUiYeEc2ThIj3jnbeUg0KbITxmxMR0xHNZUT0IiTSOXVSgFERfEgAVVP0kjbKFEtcCtlA2LlPM5h1csXC8tcTYnFfM7ZfM7szOwS87ahaRpm8zmxTQQJiNnk0DZ2BjERIdQ1TQtRPU0S0ABhgptssX/7g+zvvQ/vpoAyn4ML3qqXhQoBfAhoNrgJEHK/zdTZoiguPOdBcp0RdeaqFSBaicTOKKxKGyNtLsocewZSDyZSi+TdsUyUgrptdhgvOUAMWzwrrsrMiEKWbgrUvyWVRQxy30Ld57NTNEY2JhMqV5HigtQakz89PcVpw+PDR7x19y3eePt1Dk8OqSc1p80sx0oqflQjArOmAUKG93N5oxFj/qhtCkSEnJEcbZxNfXCGLiABEYvuTamxosnFg4J5PzQzuUp8nmfGKEM0t7gTZSSJVp9PwPeVYRbraJ0OWyaBK7vHBVQkj3USSJEs1kkV3e+6cyUbN5eTvzsOy9JzgFMr8CPJ0KGzs6vbRQu+Jlr8WkrJdCQ5YnJWD0UFUcFHqyx1djojppamaZjP5xZEdXbG6WxmDKTtgeTk/pG80IzBFrj/QF07mphYRAU/Yry5zdb2HqPJFiIjFCsDINneYPgVQrCqntb3vQhOSQmX1TBXQGFEVlStYu9Izp4rZYu/rFE1+2pK52Va0b+1gzHo4Ch6v+9LGpozTTs3sSqa/dOSy0RKstgEVZCUN5M20caW2LSktICYWLQLjo6OODx6zNnZGbNmDs5UA99bjIKYzoBJZ5bBamUUV6qlZcQ1zTuaIXLZ+ZrEQHe0SK2rqsTSLeqXu2zK0obazHQZFdylP0EGzqGle0WffY6W3kLnVJweorcZHBPSK8hsO2SbBylbzFPbLV7vBdTnILMc8kxMrzRsAAAbqElEQVRAo+2WFsdge6HZPHx2TXo0tjStcnR6wnw+Yz6fd16P8hlK6UubjOKWbssSX1H6S7Gs0dOzhjZBPZmwt7fPzf1bhsGQIzpVFfEGEGzJ0xkOL/v6LTLQjHrOOWofACH4QOU9wTl8/itoUEIxjmrXv9GteoQuYhIrLmwU6RlZL7N39JmExabELnpW8rtT1zGfcn4padC2rY2yJJqm4fHDR9y/f5/j42O0jbnmS7lngQo0RvhuZ+byOfLvu+dIS0bRA9AXYQmIlJmdeVfEvFiSVvr6edCVZRbnDDx9g9RgQjxvckv+0HFu4++eUu7WUsBNTDT4ztaOlAjLLrrTIaECFKchX0tQdYZVEc0hKsETfI34AGq7bhMbFm3D4fExs9mMZm7BVv2YhuKezL2WvQ+pYx5kS3lM2V4QIbaKOM/2zi63b91h/9YtJuMNqqrqRHmf7SrFW5NYSmJF1O88Hs6esw+dN3SL9l2F/UV80YJf9xpes5x7kVu0f73CAGLKSOu6DKH3XnPqffEoZOYkBuXvnEOjqSEH9+9zfHJETA0hLJnxuXY9xTwbPv86j85S37a8oBWvUYlGJRGjJZNpSgaWBJ1U83WbdTqkdZJF32Ny8W+eZrguMaiS5VIwY58KLdqBjJgbS1CxVPEgFtSj2I5UFrWTuqtA7rKBS2OpVQquCiCBqp5S1yPEBRaLBfP5nFljhsvDoyMWiwWxbYm5MJH3PuNduGxA1O5xRGx3EYk4v8xbWcRIJRUqjtFowt7eHrdu3eLm/m3qydhwGLiIAUvWtXXp/s1GYOd8j3GsxlIMx6W/MDSZazZmlcn1bA79l+t97weMotCQafSNgTFGQyqP0UyKunyG0u4QPAGTvEQTwXlClVB1pCg07YKj48ccHj5idnYCpYRDMdqioJ4+zOK7oY6hwkr7yjw25mDz2lDXlu7UrPSQksXiFG+aJits9bzoSjKLdYM+ZBQX7UrPm4pf2yDWzXXlxIx8llMATpb+ldgqbWv2hSYqI/UEqS1CE3J5CkVcImCgry4ERpMpdTUiYd6F5uyUo5MTDo+POZ0tLI8kZyCWJ14CsixTzkvfpNSCmFqimOG2bSx0OfhR9oLcYmt7l82tbZAqy06Q5WmLGEQJ9Hb73jRGyyRfxbJYtmE9VF45J/X+70sgw3P7jKiPWbvOLdo/1ldB+uf02+llCTcQenaY5AVRs9mczk84O7UCyG1jVeDqXF1N48XM8SK6SLISMXVtxb0s2c6S3/v5Naqak0oTIubpMtgCNU8QEOPXObPo06U66QXHn0Qd8AhQCsrk2Jwu32FF83TR4iFIOLM4gFNzaxUUZYAkLNrI6VnD6GzOdKOhig5xmzStgrcAJ1fDpK46rIt6NAIci8WMx48fc/fufd65+zZvvvk6Z2enLOYLgpjHrfIGqKOx1Cu1fGR7/iKiWnm8mJS4sGSjRZto20jbzrnzoQ/xoQ9/I9/6bR/j1p1X2Nje5fDoDBSChJx/YGnZKKg4SEtjb0raIXw5FepQdwvQ4SGJtU0EjUqu6Nv1a39sh8ygHO+Xneyf452g2p5jjkPqh56XaxaXtWXFlsXq0bjE7BSyqpJavIejRwe8+cbr/OEXP8fdt16nmZ3hNeFFqJw371hvxpTw/Ysq1w3n6zDWohPaVLFSit0TGSobJSTcPF5W6lCgTcTWZSAm20BMpaoM7es50JVmFkMjVTm2LsCmf9xEtosllH52pLoMtc5A11RdzR7MEoErZewgG5FKsaC24+xnTct41jJvoVVPkwKaQ8DFB0IIhKqyRLORBW+dnBzz8PERX/nK6zw6uM+jxw85PjmhaRszZrmlfUu1RP/llOdi4c9iKZABX+3YIra0SXBVjbqaG3s32bt5i8mGBWC1URAfqKtxRvA2BurE4XxAk1CFijb3jsfl6mP27MGHlQQz77J5U53lL8RlZTIt7dcMHNwaZoMk7VKxY9vmc7M9J7uRJRWIoGU+zlBi6FMxjoLlxJiRtsyZsntLZ5iMsSV4G9emNePx8dFj7t19ky998fMs5jPIBkcfakqN2pLBW1DEFrFlyCqG83OdTadvtDfD+TJKd9GmHHglS4xVMPdsq9kDZBGgos6k1ekUOToFSr3TZ3MIXGlm8bSi3UXn9e0cT7rW8JylWSQPXnbZFQAYGELwWRGbViElR5scrToWKlSuAq2QarPLRq1GI8bjcUahV05Pz3h48Ih79+7x6CAb0XLWqHfZi0CpXCWWLl5cfem8SJ7EKq1LxjYAh/M1SMV0c4vNnV0mG5uIq0gIoRpBnpgWR+GywFUMnH2bQAlRv1htKK/hDr/sL1n5PPSI9D+vMATOL7zLFmG3GAu2Q+dR6EuiSuW9uUtjxKkFOAmRGBsOHx1w/95dTo6OrDykJtpFQyWsfbZ+5bP+/FpHw43QJJK4KpnIMp+o+52TLks5qjEKFUdykFQY+RG+nqLPEdPiSjKLi4xjQ91Ue98Nf6sX/WYwobrFRck0zDqtw2qH5orbYKC7XnI19G6CS4daFZNDkqNJjlY98+hpYgAZkVzNaLJj0oVzlmiWEbQW8xkPDh5z7949c80dPqJpFxRAX+/9UtVQZ0Fdrnjll8FrKecjtJpssWui1UhMgoSACxXej9jc3GFr+wZVPaFV0Kh4FyDX77SiwT4HvwlFlCoRoFpAbHKIcdVTQ0wVMXekzzulqHbRkVDscna8BFUpWEyELoOuLFSe7vc2TtmdOGAiQ9tIeS+vyhWUL6NoJ+DU1I+qqojNgmaxIDhzl8bYcHJ8yMEDk/RiOzfPj4OkLTHafUomr4XsSycVnZuTa9Smod1NstRYpGOToLTMaOsDIcdzWBmDqBa/Y3jenhSVzfEGWzf2kTffyr347LaLK8ks4DzDWLdTlQV7Gdfufx7aNdZZ1VdsHjmCrvucBPWrAC+q0Eay/cLhqglhtEE13qQab+DrMVJNqfyIycYOvrZcjQi0UYgpcnoy46137nL37j3OTmeknDFY6qDawhq4AnOOwHD3LdZwk0JyBCGKZtfpZDxmupXVDwXEoVG7hDPnXE5gKniQy/sugW6yDSCYSjWqRysu0UIF3q/f/8NX/5lWo2t7iNqyjH8wSPHU/aY/N/qfh7arTlXN/dM3JIJViUOSYWx6JeRN4cG9dzg5PkSIVkhabBd32VPWZ5LrNqrLpKRzBt+USKmk/Zco17SSK2IVVm1cLbS99Ea2Dwkk8WxsbnPz1h2+PP4Cs5MjngddWWZRaCgF9CcU8u7Smgs57Vme87Gl+L7U/QUzYNpuBojteCUQL8ZIm5S2TeA8ztds7txgZ+cGN/b3ubF3h82tXUbTbZwf4UYTnPdojMS24WyRmM9mHB0e8/Zbdzl48IimabLY7LJbLJcyZKl3k0Ojl4lZ1p7OHYhH844pLpCaCGYDw1c1k+kmLtREFYILJr5mZC6Vgm4lK+H2SU3aAPDe+i+4QHChw/Hsj1EfOauMV///LhejJ3nQO+ZFqLynyteGIvIv40vWzZHyPnydO5f1m4wSDQvCm5fh4cEDzmYnJlFqNDtCruxQoomLV6dzd+GgJ1kMa7iUdvTtPECHlWr2CPuLokhWi7TUQc31D0Wkgy1IIub2doHxZMr27h77t+8QniKp7WnpSjOLizwcw0H+WhhGuW4xuA2vpxIRKeliRmVQnXMWEpyUmJOsnATq0Zj9m6+we3Ofvb2b7O7uM5lsUY12UFcRxeMIBsybIDZzTk5nHDx8zMHBAaenp+aOTQl8zsrU1HkffBbNy2JZJ1BZ23OkZUkRd0AJmgrB6oBUlYVke2cVzZaGeGA1L6e7rq6ibvddkOt2c4C+Mbkfg1EkhRLAVl5Dg6XvMQtjYNk1yJM9X31m0d/1+9+X9jSNeQyqqsKT8F6Zt5HTsxPaxRxSSxsbnEAdAqlt6IoTdQzIdUwjxaV0sM5mNuy3i84r7evP1SZFg/sj20Mzo8B5xpMpN2/d4cbeTbZv7D2ncCyjK8cshp3Wr1o1FDu7ePy1E/W896Q/KMPzO5TqBDG1tJpsVwvLQXIZ5j/k4KWmTYgPjMdTbuzus7Gzx7d89GPs7t9kY3OHejzC+RHzGHC+ol00CJZCHOcNRydnfPWrX+VLX/h9Du/fR1wyPTVG6ipYcpG4HDJtHpuSmizqMlDvar+oCKUep6pYwpsI1WiD6Y1dbt9+H9s7+2xu7dIiLFpDEd+8sUk7b4lFH17pSiEEkxyK1b8sYuccVRhZliYY/oMaMK4Wj0OMtMncjTFLEf1I16axZLjCWLz31BlTo9yjPJ8XR+yBCV0kYaxTQ/q7u8sWHzMwR47PjvGamEzGOG2I7YwHDx7w+le/xMH9uyiJugpoaizAKzWoM1CglPtIXcJh+KZNY9gWwzm7Uk5hIC13zyAZ5EjIJSfB+RGxnRNbzXCKLUiVmXqFCzWb23vcfvUDfMd3fCdbO7vcurn3VOnyT0tXilmskyDKRFmxVRTue8FuNrxG/7OqWvpwVivyZaxSVRbnSZY8FbM4n7AFbKAjnpNZiwsVrqpBHNOtG2zv3WL/1qtMtndx4220ntJIhWjFrFUqVyFeCbWjXcypApydHvL40QGPDh4gYm7ZkfdIqFnMz6hqK2rni2M39XaiJIZUnXXnWJirPSjBj6xIjQr4CsUxmW6wsbXDdLoJ4smJs4zGU85m2V3Zpi7IakkGzFNljITCKCpn4eGuJKpl24ovxfgUS9Sy/0xKUsvLSGiHE1okpa4A0AWLyhZWRHwx+EGXtyLmwVkO9lLVFATNoLwBbx6DlArIKXjH7GTO7s4GjkjtRzw+eMzxyREHBw9IGvE5ercLgvKBErKvGU3M5aQwjanLcC3zep0aMpyX9hy2AbTJjKw4jzho24hoBdpSSSAmRXMaexhVTCcbTEcT9vfvsHvzFXOL1xM05fyWZ3SbwhVjFhdZtPvv/U6XlQk9UCeeVivpQrqXP3AZ6AVnuBVKBOdJbcak8IGkFuAz2dhk7+Zt9m6+ws7eLerJFhJGWEljD+rBW6HayjlCVZHinOOjEx49POD48BHz2Yy6qkAbYowWeFV7vNiDdLUy8395Heb/venZ0kvPdgZ6ElO2fYinnoyZTjaZbGzgQm2BVmpJbG3S5cJxy4XpnMOpZcWuswN0u2UJ+87GtoLd4ItxR6Qzxvbfy7j2jaPD8R7aPfrfXTika2wX/cXiFAuOc9n2EirL6o0RnDKfG5jQ6fGh1etQKytpoeLRMm7V0LhTNGZoiFd5KhUsVVlt01C6GKplxY4DWNZpsamp5NQBj2jI4+sz9GEkqjAab7C3f4tbt9/H1u5NQqjxVW9O8+z+kCvDLC6ybPe/K8fWqREXeUTW30wuZSYiBtxSwvyLWB6T6dW+qgk+4OsR2zt73Lx5m1t3XmFrZ596PMGFGpzvXJyjakQCJnUgBDg9bi0p6eF9Dh89ZHZ6zLhyOAmkaC7Tynm6iulI15bymGufN2fIarZ4dotePKPxlM2tHbZv7OKypKFZXCkTtT+h+v08NMYtd31LILNqa2aJL2uy4Lv01SS716rHYyhRdP3fkyhXpEMs6nI4Xt0981l2bbpXOa88XzFydyDMzuGDowowO5rz+OEBd+/epWnnuNK23AwvWBGlaOzZvBeagZHMKH4Zs+jP8SfZNChSVSrZp4L4CsQR20TTKhvTEVvbO9x59f3cvH2HjY0tQ2lzrKCFPytdGWZxkT3hMpcTg/O+hrueO+Kc63aGrqpWLkijzoBYK19Rj8Zs39hld/8mW9t7bG7uMt3YAVdn0bEyeDoX8uAmxmNPOz/h+OSIu3ff5sGD+xwdP0ZjY7tVMORwp8aUnC/itZxrc7fjEleTjxQzvGW/vBnnHdPplM2dbXa2b3TGMlv4xXty3pXZXZNVCaB/Tol56P+mP06XjU+fKZT/L9oopLeopcAGPKWh80mkGhmPa4I4Ujvn7OSYt995k7fefhONLc6rhZnHRMqV0JeNTj0XNRRGxSXM4qI+6c9pzdcphmbJ8RPOWb5KVEMnIya2tnbY27/F7VdeZXtnD19ZGkHlC8Dzqnfma6UrwyxgVbcbUp9pPJNU8RRtSN2O3EPQShba3dUCqWq2tne5eesOWzs3mG5sEqoRDQGoEF/jwtiAbzWLsqHi9GjO4eFj7r7zFvfvvc3Z6QkuGLhJ07Z4l/IGbYs9N6rfQntmyLkDmj+nnCpPZ8txYkFiZiXfYGNzh+nmtrnYusrgObaCLDUFC0grU8xUnCxJONu9FbM9tNgOHbIa1EkXrDIM1dgdW2EGvR1/SOvG1DlnDLRTuIqY1ZcqMGbS9V95lfsMAvUM/4zJdEzbNszPDs1W8eA+9+6+Sdepot3zO7LKIbkdKiYFqnQgu9714vN7fbGOYayqz2nlu/I7H3wuHJSTwyQgrobgGI832d7ZZ3/fXPXOVxkjRbqAuq9LpKzLdolzO9el13gCA+mqTw1SitVREpWGocopRyE6X+HDiPHGNtvbe2xs7VqJvzCiaa1lLscvNFhshrkFI2ezUw6PH3L/wV0eHz6CdsGoDvi2pW0a1CkueHzIdSh6i2v4/AVbo1NX8mIgMzwz4orZLEYTRpMp0+mmqSCAOEeQ7LVIy+uoKv2FvI6JF6mjL31cROs8E2Ci/LlhWSOlrOj6FtbYjWHnPegu1e+L5TXP/Y90v4kxUlWOhkiKLc38jKPjxzx6/BAnCtpmENRkOBh2B3ONdn3hOtxPEQG/NPoOn3toq1h51jV9JyJUvgY17NUYW3zlcFJRVwZvUI0mORBwgriaNia8W8UyfVZ6IrMQkQ8CvwDcwVbgJ1X1X4jITwF/E7iXT/0JVf3v+Tc/DvwwJvv8HVX9H5ffxdCRh2Iu0KFBWaBKQtwyJTrp+kll+uXXIG2oRVR29543tLGx8OxRAO84OT3hlfft8er7v4EPfMM3cWP3FXy9AW5KkjGhqqmmU6rxxHYZbUi0VCM4Pn3E7//Ba/z+a5/hzT/6Et5BmFS41JJomUxHiCZU2xxQ5bKenSNXM2ZkVAVXwFyXiFLBWQ5E00ITW5wP+DBiNNlge+8Wt269ShhPadVCtasceakJmqZhEmrrhqS02mR7QnaTmhkPm87LpCyzk7YIPtevMP70NKpJ7AVXrVs4w/OXC6qf56Gdqub8UsRYXkPNWJj8yjWNjzqECOJo4wy04fGj+/z6r/9fPvvap5nPjhkLpKbJrnTrA2tj+T05/DvZxuOsXwwDc9W1XeTBjsEURpuZnXMOLxWwRGFrS5h73rhcqHISm+NsvsDXE77tox/jWz/6Z9m9/SpaTWkxiXE0DcwXLUvp6tkk8KeRLFrgH6jqb4nIFvCbIvLL+bt/rqr/pH+yiHw78IPAR4H3Ab8iIn9aVS9VmoYWbNUl+nMJ2DmPl3CxyrJ63iAwSGXle3unM8ilHDbbTdz8HrUFEarRiJu3X2E82bQQ71AhzhOT4GvzNNjm7MB7A1ENnvsPHnJ4+IjDo4eQWsRbDGnKYKvee1KbltB2g+cyRM9YcjFxXmhbkKR4X57Nanf65GljZDSu2NjYYGNjw4LHQoWopwoVQRwuJ8D5uur6Y8XNlyz6k+B7TLns5Fnq8h4ViETzqPTbnHpG1wFjuMjI12cQw3EUEbwzG9CqEXO5GEzaSCtjm1BIlk+zcl+UlBom4xGPjh9xcHDAvXv30NSQYtNllEqCGNulR0QtnsWkSGeeq5zmqwOJaSgV9udj/xlNHSzHbIx9nq8ai4fKYBcXbQJnwEmb2zfY2tk1u4kLeB+onLeN7jkmkj1RRlHVt1T1t/LnI+D3gPdf8pMfAH5RVeeq+iXgC8B3P4/GvmhyzhZ/qCvqamQwdD6AM5wKkZxXUWIz+hNEI7P5KbPZGYtm3rnIOg5VbOlyXoyGPoDwGrpAH7Md1Fk2aQfyYria64yJz0b9Fj7PuMELqFMf10xheXf3TynRti2LRcY4bQznVGPEybIsJTn0+lxvvcv7vWsqpRZ7Ea3ee0JVE+oRo3psc9BJdrS7Dnvz+Yxtaca7ENdF5MPA/wH+DPD3gb8OHAK/gUkfD0XkXwG/qqr/Lv/mZ4FfUtX/NLjWjwA/kv/9FuABcP8ZnuW9pJu8PG2Fl6u9L1Nb4eVq77eo6tbX+uOnNnCKyCbwn4G/p6qHIvIzwE9jst9PA/8U+BtPez1V/STwyd71f0NVv+tpf/8i6WVqK7xc7X2Z2govV3tF5Dee5fdPZSoVkQpjFP9eVf8LgKq+o6pRrRDDv2GparwBfLD38w/kY9d0Tdf0EtMTmYWY0vOzwO+p6j/rHX+1d9pfBj6bP38K+EERGYnIR4BvBn79+TX5mq7pml4EPY0a8ueAvwq8JiKfzsd+AvgrIvIxTA35MvC3AFT1d0TkPwK/i3lSfvRJnpBMn3zyKVeGXqa2wsvV3peprfBytfeZ2vquDJzXdE3X9CeXnl941zVd0zV9XdMLZxYi8hdF5HMi8gUR+bEX3Z51JCJfFpHXROTTxaIsInsi8ssi8vn8vvuC2vZzInJXRD7bO7a2bWL0L3Nff0ZEPn5F2vtTIvJG7t9Pi8gnet/9eG7v50TkL7zHbf2giPxvEfldEfkdEfm7+fiV699L2vr8+nYYZvtevjAAqC8C3wjUwG8D3/4i23RBO78M3Bwc+8fAj+XPPwb8oxfUtu8DPg589kltAz4B/BIWV/Q9wK9dkfb+FPAP15z77XlOjICP5Lni38O2vgp8PH/eAv4gt+nK9e8lbX1uffuiJYvvBr6gqn+oqgvgF7EI0JeBfgD4+fz554G/9CIaoar/BzgYHL6obT8A/IIa/SpwY+DV+mOnC9p7Eb3QaGC9OHr5yvXvJW29iN51375oZvF+4PXe/3/E5Q/4okiB/ykiv5kjTwHuqOpb+fPbWKLdVaGL2naV+/tvZ9H953oq3ZVpb45e/k7g17ji/TtoKzynvn3RzOJloe9V1Y8D3w/8qIh8X/9LNbnuSrqVrnLbevQzwJ8CPga8hUUDXxkaRi/3v7tq/bumrc+tb180s3gpoj1V9Y38fhf4r5i49k4RMfP73RfXwnN0UduuZH/rFY4GXhe9zBXt3z/uSOsXzSz+H/DNIvIREamx1PZPveA2rZCIbIil5iMiG8Cfx6JVPwX8UD7th4D/9mJauJYuatungL+WrfbfAzzuidMvjK5qNPBF0ctcwf59TyKt3ytr7SVW3E9gltsvAj/5otuzpn3fiFmNfxv4ndJGYB/4X8DngV8B9l5Q+/4DJl42mN75wxe1DbPS/+vc168B33VF2vtvc3s+kyfxq73zfzK393PA97/Hbf1eTMX4DPDp/PrEVezfS9r63Pr2OoLzmq7pmp6KXrQack3XdE0vCV0zi2u6pmt6KrpmFtd0Tdf0VHTNLK7pmq7pqeiaWVzTNV3TU9E1s7ima7qmp6JrZnFN13RNT0XXzOKarumanor+P0sakNm8xM8KAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fp_im = np.random.choice(fp_ims)\n",
+    "im = cv.imread(fp_im)\n",
+    "plt.imshow(im)\n",
+    "print(fp_im)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 107,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f43a87d1e80>"
+      ]
+     },
+     "execution_count": 107,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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zEqublK0ACze38Psdld0XdUVgRnAzza0Sz2J0ZWDGy/muDGosDgef5XJZWY7uC7H4Xuf/ekQDJYJPYUaN5n4kuiLhFesQwTSasXWkqoPOXQdZbGfqxn39u8/C9CNA32q1Un7M7u5uxY2kjVEkB213Ld3ycjcmzsBYG4hbJN5uOSX3Y+uY+TmXoO666Ep4HRnfdVbFKoDflGwFWEjXDeid6DOHZxTSuZ4dGGcYzEvfiSpaJTzDeQruw6B0DgJrgrwN39au1WpVZi/K5fdi4xvpOlzIhjpwDShejhvIWRzuJnh6emzbVUBRpxgucU0L98X1ACh8jw7pek8PnudcwMnJSXJBPMuUzNpcDgxtR53d4nIAdcszEr2AIm0G4ERiNdcmPnncJv6saF3yezyfZ+T6P7q87t7GMb2qDveVrQELGsEb0hvTFddDlj6D+EDMNTb35Xz3oT38RkfE/xuNRuIzWKQGYGBZONh5GWaz2Y29O2ezWaoPFgeA4nWPgz8n7r754InWTc6HZfAxk3vUBIXCXeM+rpzUx/sR6xC3zrcTjNadW47OaQA0y+V1+Ju+i+FfB04nON1CjZaqR2WwkHKWgCs89QdcYp/kxlwcl7i4tFc819vRrTH6z/vGhX6nzerc0PvK1oCFz+o5k8pNRfc3kWiaRtLIZya3UpjZYgzf99b0SAeJX4RtfTNdSFee6TN3WZaaz+cVss4tICwK39MCiZyE18s/60g6lxzhxj3i1oR113t+BJJTVo9uRLI4DnasQFwQqRq5iVYJbqj/HsEkggjX0V8564d7cdw3Urqr3JczoIwOiOtwJf7cOmvyIbIVYJHzwdyc9/Oi9SHdTE5xRPUELbckPE+j7jq/lt/29vaSGxJ32HKwcKDAzXDAcyYeotOjG05scb8IIjFcu44P61ZKPJdQJlJHrELKRl4l9pVbAJ4oBJB6tivt4WtJ3AV0szoqg9cnriNxlwiJURT/hJfCEvF+4Ld1TPs6oHALkbEcuYqcm+KK720e+xnrIzdeHipbAxaY8+6P5RrTxdnyuL29uwNOnvIbyt7pdCoWBc/zPAv/41rP8wBYCFdiJcScDJKnptOpptOp5vO5Tk5OtFgsdHp6WlHKHIue80MdyNyEj3VHyDXgGdyD32zb+AqPAlnJb+sMRieIcdty/eeRKnJGonVC/9POPhaigsUoCVaIuwAoppO/TAZFUaTyePkAvAjkOcm5jTl3xOsQc2DW4Uecf3HXKE6km5CtAwvnCFxyDeed7CRltAjcPC6KIm1YC/vuz6Xxffm538eBAcvEn+v3kK75CHI6AAwyLyE46/ZoiP/7cbeYHNx8Rs5ZEnFGQoHIAuUcLB2e67P+ukQf+SoOHFwXszTdsiCk6laE8yGrrIfogkaJ3IRzAdFa88kLa2NdiUCRI6yjdZYrbwQA5yW8HXxSjZbyJmQrwAJEz5la/t0bO+d7u0XiM66jr1sLXJMbzE56ci9mFwcH/87Mg0nN1v/z+TytCp1MJppOpzo5OdF8Pq9wF7RFVMRVpKYrj9fNib04CHMDEuV1QHDLqA686oQ6+CzPbMx9yaXw+mIB4N75gI+gyDXeTh4piVLnlnh94kTlqeN3iTDUneNuZR0J7+Wvq0edRIC4L9+Sk60Ai6Iokgm/Krzkpl0cwLmQZSTsHHS4l0cQ4gwWzdUIFDmQwQXhZTmsCsX1ACh4+Y6byNQNyZFubiX5X501VUeKRkDKAQr9wfGYwcl9YvvGY5QHS8LD2vRT3KQmugleZ1cIr58vwos5L4wXb2f+jwrmbUHbUuc4PjchXqa6VcsusV3qfuf7pmRrwILOJeTmgzJnvjET8psvcmInKN8oB8vABz8WDWVwwMAvdsuCT5KypOrKRRQBS4GkK6wLXyHqnEa0kmLK96pBwWcELq8v5YsztSsMf51Op1Iu+oH7cS9vM+d8IsDignnOi8/iXm/a9OLiohKWdqX28RAnl7jQz3MovE5OJNOftAd8iQMwY5KFeoi3rUsumhX5ipxEtyQCQh1AeFqB9y0p7puSrQCLVRKtACfFXNGiz+rht5gvwX3hJmhUtyBix7hp6hyHcxOSUmSDbe74Ozo6qrgerjR1FkQcGDkl9agNx1AuFIVr/bqc5UE7OF/hbc0SdXd1fJ0MbelycnJS4W0AU0k3zkcxvY4cp7/i6w9d+WOYNIZW/XscI97e7nr4WIjuT+yT+Jx1JXJmHLvN9ePZcZGgR8e+cpxFzgTP+cs+kB1EUA5CdU42RpLSOQ3MSwcUFO/i4iLtyIT/LCkpI8lLHu0oy7JiQbBz1dHRkV69epV2sYrrHnIzkX86YeUuQSRhcwMjugO5c9yS81cIxhmYvSEoCy4X+Sfkrbgix814fZFf5Fd8DJCc5spIchgbC8c1P41Go5L4FV1Ed0UcLHyfDgDTeRJvS3IvIola5/rdBh7RTWA8xuOAZXTPfWxE6+IrCxa8/Feqmsf87gvCcuRQZK3dSvBGlqrhRvIsXAn29vY0Ho9TSjfRE3Izer1eels6JixWz9HRkabTqV6/fq2XL1/q6OhIh4eHmkwmiadYJT7w4qzrf3Gz3Ti43Lf3gXV5eZn2u/RFX2VZajqdVlyNqDCdTie1X7TqfKfuOrPfn+U5J4CnWwaHh4eVPnNw4b0vrgheXrdAqX8ECMSzgQEbJhKe6+6sr1ui/M6f+Ljl+lV9vc55Xv/olsQx7/2VGxcPka0Bi/iqvQgK0SSOZnqceeuIMGYclIysSo5J1+E+AAL/mT0+3e3xz4uLC02n02RREPmYz+eVrefWIclynexgkZt5/Dwkknr+asO4TN5T53EJIh/hdfby5Fwr53A8OzWa3U5+en1yitdoNHR8fJwsPwdMnultHBO/6tqIZzoZGzkVn7G9bJzrs34uoQwwWgUmdcodrQcngevKuUmrQtoisPAZF3Dguw8mD7/57z6z+IyyqvHd8vCOmM/nFU7D8zLa7baWy2UiAvf29ipghiVxeHiYAAOS0y0jn+3qJA6A6HLkzNVc26K0uAW+SY63qbeFA0UcdH4OwBk5Dp7trgdl9kS2GF2JChctRPflGSMxosUfVkFsD2/bCA6eaerkr3QzAS7nPns/OUhES9k5jtu+e3tE98clWlqblq0BC9+Y1QGCY95xjs5ubiLxf6kKDvjCzIg+Y1xeXqrdbleuYfn07u6uOp1O8lvLskxggeIRGmVLfnItSOem7DFEFgdxlGhyRjchAqODKpEIFBmgcEXKXR+fz3k5sHI+ya91QhOg4LUMTBIodYzMYN3x55ZNJKEXi8WNlxJF5eOzTon93t5Wy+XyBpEcic6ccufunwOM3P/xmFt3AKH3vQOUf25StgYsULZcp8Zz/Hg0O/0419Gw5PUDCr5QB2k0GmmFKCYue1t0u92U4djr9ZIpjCwWi8RZQHKSpUmZ3HSVqhxFHVDkFng5UPjAiG4O4VuAwXeJivfCAvH29t+pa7fbTWXyTYciqAMCDGbeEMeeFXBVJycn6R7OpTgwoqy4gVgR8/k87QUCAeskZOS2EC+ru6oAHm3NGMEqg6OKxKnfMyp4JCMjYLhLgcSxQHtT3rrx7v2/ymq9j2wVWESzbhUoRICI6B3N/LqYc84C8TI1Go00cBeLhbrdriSlqAHrHYriaiMXT7hyko9yRIXnf3edojCzxVnN3accB+BcgW/b5zOrg45HmSLX4aQfJCnXoLBOYFI+rIO9vT31+30NBgN1u101Go3kmvnqzjijswqVNS1FUejZs2eSrnNrfP9OBzv/dAD1cRGJwwh0tLknvXE/v9ZBwsdhTjZJOn6ZshVgIanickTCDYkDIF7Lb26KId7xOfPOJfqGSKPRSFvu+74WXFOWZcqliJvn8qwYnUAYcHUb2LjkfGQfxGVZajKZVMKfuZwD5ytiuzpxSBSIsh0dHaW9ONz18Nkcxf7www/V6XTS+1ywTrAK4Eo8vdv3ViWcGyeOfr+vZrOZNh3CmnNQpXxxosmRpm5t+sSFZbG7u1uJnEhKnEsECrfK/BmArrsnbvnQbtwv3jOWPY4FP/aVdUNcvHPrQMFnrmhm3maCrVLCXOP6fdwNwrJAqZh1yfLzGZZ7xzJFC8hdCgapuwg5hj5XPwdbyuCJRijDupEl6jyfz2+4RNQBJcBMBlj6/X56gz0gQD96NIYye3ljGbDWTk9P0/thWAzoK2YRHx/RcvDfc+a/A6q7U7kFZjnLuK6PIvfgx3Nkcuxb7h//j+M6WoebkK0AC+9MnwUiCHhHr+uP+WDIWRzRFeBYbhZyRXT0jpEY/72u/LGM0vVA8giBr5twE9lJLQYwyudvI4v1cbCIbc/zcu3iGwqTf0JdnTAty7KyT+lgMEiLBFkzg7tyenqaDeNK1+tQON5oNBLgOBDiIng+TZxV46xc5y747O9tw3FPxHNCMWcprjNOc8DA/dd1afjN+TesJOdHNiFbARbSdRgsp2TSTdOOY3UDwMU7NN4jR/TlLBX/neMMHudDAIWc6etKuirshZJ4WraXg4xJ3yQYpXXCj+fEOsfn8mzySxw0/dlYDL1eT7u7u0nJj46OboSFiXhwz7OzsxRGJuXdJ4V4PdvxkaNCNIQNh1yxSZyj7QCsCOC5qFEE8AgyuckLwHS+xy0mn9X9muiC1rnAHj3iftE1zbklkcPbKsuiKIrvSZpIupR0UZblv1wUxb6kvyPpY0nfk/QrZVm+XnUfJ6akm2ZV9Ov49POiCRd9VpeI6Kssi9x5Xk4voz8vKkI8P3fvyGHgz3uI10lN9+2l67eRQ/w59xL5H54Vw59eFwZoDDWT9RoXw3E9oeZer5fKh1VBkhqRC9qb56BUzN5YEtwD9+/09DS1iYdrHZB9iz4+49oVn4W9LF4m2sQtEF8OUEdKR8CgP72vI6kd1yD5p9cjPsutoHUn0bvKJiyLf7Usyxf2/29I+gdlWf5mURS/8eb/v3zbTeIsVic5Hz8SVogDineOn1vXmPGebh7GmbcO3b1uORKM37AiJFWyHP0Y52LiM8PidsCTUE7f7NbLyj18MOfOy1lUvm7G8zdwe5j9fWOgZrOZIhsACkoTZ2zKTpSp2WymUCntwtoaz1PxbQkRygXYAjr+7lUPzUb+wL+7ssNdFEWRIkJxDKzqdz83N5aoQ7zGw7nxWdHNdItkk/I23JBflvRLb77/TUn/UGuARZwB7lvRuyJqzj+sK58rkn/32d3P9+85vsIHUvw9Ahkzu0cmUNjI4Psbu+AoXOHd4vFwKYM3B74eruV85w4wxXFTOp2Out2uWq3WjZR4yhojAy4AqFsfl5eX6XWNktKO427V8Bxv81wCHP3jCw5dcq6buxQO8FHqlJprnUuIfNo2y0PBopT0vxRFUUr678uy/I6kp2VZfvrm988kPc1dWBTFtyV9W6qai7fN0tlCBL+QYzklreMgrFy1bgsK5bOib4zC/f258XsUd1F85oprGkhI6na7abZl/05XWJ/N4yIpnofied3cYvO6cq2/0tHNc57JZ7vd1nA41Hg81mg0Spmax8fHiV/gmb65sdeV+pBO3+/3JV1vu3dxcZG4jwgEzh/gjnkbeFSIZ/jGSdEF4zu/4Q5Rf3/hlPepW4OxTd2a8MkqNzZzrshtUjfWHioPBYt/pSzLT4qieCLpfy2K4v/2H8uyLN8AyQ15AyzfkaROp1NGTuKulc0BRvw9hsoc5WMo0KXO7aDjoxnIOXclmHLmJc/xCAMzWkyCklRxXZjFo5Xj9fEwJ+86jdmlCEAZF0NxD6wef6dKjh/iuXF3NK8zGxhzzNfmeEas97eDOFwA4EMd4+7rdeLcBc9yPiByGNEKpK5R1gWHu0odz7ZJeRBYlGX5yZvPL4qi+LuSfkHS50VRvF+W5adFUbwv6Ys17yXp/iDh4grrJrZ/SlVlX6XUudBr9O3rmOi71Ksu1g4H4Osjcs9wC8b3zXDlRlHdYmA2xq+vAxRPnIozJy5DjNKQVOWuEmXkmd6P7po4qcv9G41GSl+P1lGcxfmfe7lLRR9G4Mv1B+WKZGecDOo4iqjIq9yTTRCSbws07g0WRVH0JDXKspy8+f6vS/ovJP2epL8o6TfffP69de9530rGxl+F6DkrIlqBOeg0AAAgAElEQVQjEVT8vhEwotsSlfcudYpA4X41EQZmSF/y7aa7dGVVnJyc3Fgy7vfyT99an3v5rOukpVsezoOwyA7iFStoOp3eSBCjbXZ2dtIeGeyDASCMRqPKG9IIp1JWdkUnvyCSkA6SngSGlebmvdfHj7v7Bvg4/+J/Pg4cqOqkDqB8TNZxIqskN843JQ+xLJ5K+rtvCrQj6W+VZfk/F0XxTyT9blEUvybp+5J+ZZ2bRc7ioRW9i/l/2/Wx4W9zW+qen/OBY8fmQMpdEAY0ygIgxSXi/noBByGsCEhSv6+k9KJiH/x19eN3ojPkVrBCt9Fo3HjLms/WAEC03Nwymc1m6VqiI7u7u5rNZjo9PU3XOjB44hwSlwTQjg4Audk9990tC9p7ne0CvM9z/68CiPu6GQ/VA5d7g0VZlv9c0r+YOf5S0p+7470qlYr+X66RchGI3P3qlDZnXfh9I08RB0S0RCJJV1emOAv6717nWE7McKwK3+XK/xx0Od9DhBCV3M+BwRdw+XqSRuMqqSqCGgMbLgHQ6HQ6aR0IoMZ9/DovQ1mW6RllWarb7SYOgg2OUebc9nqxT2kf53gAkuVyWXHr3EVBIl/jLp9n2DoZTRv6GKgD2rq+j2MgJ7kJxd0qP2eT1sXWZHAideQiklPK+zSIz/Lxex2C59yL2KmR4LxLOfyT78ymrIXwjYD9BUW4Digk3AFK4S9ujoMNkPENdZmd41oQ7k2Uw0Ol/PX7/eSOPHr0SFL1/bKAB+tGsHCiJeJRFqyo6XSaVv6iqNEqpZ4+PnyRm3MnniTlVkVOgf0c2tAtDO/3HHHr/8c+iODk4yNyLbfJJq0Jl60BixybLK1eU5G7NjeDr5KI8JHY8zLEhVz4u7GTVz23rmxxUKAIKLx0tVP20dFR2jMDMo174U7s7u6mVZn+5jVcj7galpBkt9tN5XAClASrfr+f7o2Fwh9KFy2WbrebMjdZsYulgCWCFXF2dqbDw0NNp1Odn5+nLNDBYJByLBaLhSaTSWUGJd0+zva+GC+6K/Snty8SAcMVFCtI0g3eyHNGIjD4uKmzQqMLlOPM4piMk128divckE2LV/g25njV8XV/v891dwGfdeogrU7gcZ+eNR+kc7MACzM77rMQ78usDqeAheDp2J4AxT0BCiyGVqulbrdb2Z/UFZFyc2w0GiVg6ff7Gg6HCTDiMm6AzfcJXS6XFXdqb29Pp6enSeHdmsClyG1vQPtE89wnAc6LVh7mvZ9Tlwbuv63qc78mjoVcGDVyWg5MDiJvU7YOLOp+q8tZuM2C2JTfVveMnK/rnXmXe/k93LJoNBqVVwygSP4mcx9MThSSJIVr4JsPYzVIquQiYFWgnNGycEsCsIqkIrOt754OUHHvo6OjSqo2ihdnzzhrs4gtx3Oh/D7bR8V0oPGEttj+3p85ZY3nOR+TA4ycy+tlj+CwjsWau6aO/3uobA1Y5BJU6sQ7P6eQscHuAxhuSkaTjt+Ylde59zoWi5vMzOxsujKbzdLrBLAeolKh5LwHo9PpaDgc6uDgQOPxOFkFvV4v5U14OBQT22dhj5h0Op3kmlBnuAHPDHXAIKOUdSxwJjs7O2n/TX9buwMH/RjTxHkmf+560i4AQQyt0t7RXXUSOPZpdA+lapp4VPY400eXhDLkLBj+X8daiM9429bF1oCFy12AY5Wsaw2si8R1PIObgqsIqFyH+syJOElZFFdhUnz+xWJxY3byaMPOzo76/b5Go5GGw6EeP36sJ0+eaDweJ8uCJeYeNo35I56XgSJhhTjpSUQC5SSSwjZ47t/DEWD1XFxcpB2u2NuCt7l5O7ilwGpP+snDl9LNXc4cyHJ96SCzihtzSwI+ZFUSlYNCblzE6wB658ziOXWAkCtDtIg2IVsDFnUKW2c5xGvWPec2t8U5kzqyqW7muY2prgM+N4/533Mf4CrIXIzhQCwN5xEeP36sx48f6+nTp3r8+HHiG+JLk2KZ3NxnoLvLwTkeVXHLxnMVKIsr+/n5udrtts7OzlK+xOHhoV68eJGW2HO+u2HwEIABIOncxuXlZXJ7Tk5OUlmdl4j9GNvdeYnIX3ife0Yp/QAHVBTVl117u/rzchZI5H+Q3BiLpHiM/rgLtgnZGrBwqfNFN1nxdZ696tjbFk+SYv+HOLh91Si5DuPxWE+ePNH777+v/f19PXr0KIU2CWcCNr4Dl8/6/gyIQ0npdwDktryCsizTe1Yop4d0iYCwQI3nsKEOloor1OXlZdrnFCLU3RbcpLh7F+Ig664mkwR/0d3I9Y/vU+oEMxInLBQ6x3N5m0VZNcHlwK/u94fKVoDFKiCoO77KJItgc1uD1j03x1nc16yr6/CcCwKXQAbjy5cvk1kPrzCbzZIF0m63dXBwoPfff18ffPCBPvroI/3sz/5sJVwKX4GS+wCPqd05X9qVghmVrfbi3pe+6TAbxESGvyzLyjtVnz17ptevX+vTTz/VZ599pj/5kz/R8fFx2oQ3ujReVl9/Qj4Ka058XYr3ha9J8XfWYKU4mOL2eLp45BfqFD66ONEl8YjGKnGOxduRdli1xmVTshVgId004VdxFavM/Tj7SvdnhHMuzCbE/dJYTq83m7WwYYsTmq64nU5H4/FY+/v7eu+99/TkyZNELMbFXYCNk2juasRB6OXCAuE7gJq7Jn6SPOV7ZcbjlLHdbuvw8FDNZjPt2UmZATtvKyczsSiokydnURcPNeeyNz2KkuOU/F7ehj72VvFY8VhuXOUmOHfxcuWNz9i0bA1YxDBSjuRkkNHYdQlbdabculJnBeRmkbtKnFUwf31NAGY7PnxuoxUG8c7OTop4fPDBB/rggw80Go0qZrIDQZyZHLgieerK4AQinAUzft1GMVHRcs9HAL39/X01Gg19/PHHarfbev36dXr1AFyGcwn+RjjeQyKpEhpuNBqaTCaV3BFA06M/ub5yTiaSqrm65M73487nRL7Cx7Rfg8RwbSyrn/c2rIytAQukziLwjlnVEA8FijpZBRQPcU+iCyJd70XBnpM+q/ozG42rVOj9/X09e/ZMT5480XvvvZc4CdwUn829rDl3zVl+nglguCtCWZ1wdC4l8gE58zsqBy7VaDTSBx98kP5vtVp6/fq1ZrNZKj8LzIqiSJv1+kpbzqP+cTs9yh03L/J2oXxsz4flw29+v9usA6+394lbi/Hl4N42cfzlQrOR5Ny0bB1YuOSiDk4WeeruquvuInWKlPvchFCnOGtJ168adFMXIduRt3wNBoO0Vb7nUEBK5gaaDzIGvQOTL15z35vffWk3/cDvfp4DkYOIuwPRchkOh2nxHvUADCL5CSjyeklcCx8b/h5UANFDuC4+rjyLNG7W4+0aifhoLeYk9mmcEH0MuvsRXZFVbs0mx+pWg4UrkPunt4UoYwPdxSSLnIcDVFQEBkSM7a+SSPTxnQHgs62Tba5wKFa/39eTJ090cHCg0WiUErhIz+a+mLwx3OfJV5IqFomXyWdPV4bY5jmXysU3Co6hTH9NYVmWGg6HiZjd29tTr9fTycmJjo+P0w7f5GN46Njr5Sta2+12stZoWyyPdrtdCe9ibfjMTtki50G7OIBI1SXz64xZrl3HOojP8j7g2dLmo3hbDRYPsRDeRhke0virLBb/7srkg9XLA6HX6/W0v7+vx48fV17mk3u2L/TKtWkk69wNwXKI5Y3rLZixAQxcpbp2cyVyQrQoivS2eiylbrer09NTdbvd9GpG2oFne/twH5/lHWydq4hgzDGiLG7pOdB6W0ZuJje5rRrP6xCSdbxe7tqcxf1Q2XqwQOiMSAC9jUbxZ/vs5wrvnb6upZPjPCJ5K13vu0BI0hd7+asCnjx5oq9//ev6xje+kXac8pWx0ZpgXUZuwEZlzblenieQ4zuie4MbwXfOBQzrMivhIdrttnq9nnq9Xsry5D2zn3/+uZ4/f67j4+P0pnosB6wD6XprfVwzSQls2CmMNmOhndeD7Qk9pwOLp9/vV6I9vnlwzDp1DiVH/rr76e2N5MaYW6OAl7tQucnmIbK1YBFNf2n1Ss5oAdzXIsndt+77Jqye20xOH0y+yUu329V4PNZgMEjp22VZVjb1dX86N+u5RHfDz43X5sKlDiI5V4uB7MeieR59dJ/FeZ3hYrFQv9/XbDZLe4xyHe8TyW0b4Pd0txECk+NS9VUKXg4sGe5FlMojQ5wHwOcmNAdO50tie+Ss0dwEGnmTCOabkq0FC6nKEUg3iZ/YEXWNeh/JhW43Kc57FMV1+NEjC04quuncbDbV7XZ1cHCgXq9XsRjcopB0w/2Ig1+qrpjMWRX+3QHDQYHnuY8f2zFKLusRjsXLBhFJO8zncw0Gg8p7Usuy1Hw+T5vyxHb2e7NqVlLKzaA8zlug8F5/AKMoivRaxZgN623q5aCu3t/ennVL2+s4OD5jRM3zUL7yBGcEgNsQdtMSB3hdUs5dxIkrB7nod/rbviKP4aby/v5+IjX9GTGK4Sy+Wxw58ZWnufo7YDhfkVOK3LGdnZ3KG73itc6RxAgFdfPl8nFLQZbPu+nv61koA9eyNwig7dmebi04+PquYs5huAvJc9wS8bb08kSp47Ry59RxTzE6sinZSrD4cUpdI7vpvU5YLCe5XAPE2fO4JgKw8IzM8XicdsPC94/7UcQ/lLNuFsyRmKvclhwHk7sPoOhEYx3Yc11c2eluku+w1e1201oRwqN85qxDuAVXev73ZfAIORxO1mL9sQKW/wGpGBL1ekXLy3+LfeKyDgDkeKZNytaBRc7su01yg6KuYddF3Xied77vq7BOOXPKFt0NJ8MYyL5wy/334XCYeArfs6HRaKjb7VYiEm5pSNf+uLs5ERDqBp0rSzwXcdcxugD+TOqUC/NhpsdIBsQnFkav19N0Ok2bBbtZThs4OLgbwgI9foe8dKuO52KR+RJ8j1o5UDiPwTPp79gOdW4236MV6GPG29J/z/FEm5KtA4sodejoDeuKvQoInPG/7dzcdeuU08uyrusSFQVT3F0TSWlz3NFolEDBffqYgJUz81eBmoOO39s5ihgNiYBQR9BxXi513c/NSfzN+QY2Cea9qtTZlToqIxwFmwBNJpMssQ2h6u4blp1n2ZIdShtEsIttEbmEyMX5853XAWhyYJGLfjjZvAnZCrDwhqqbqVxo3NxMhzgg1JmEMRRbdw8303Nlj2QSM5JzFP7pM3nMQvUZjfMIfbLzFUvPo+vhYJFLrpKut8+LbUI7xEEcATZHjkaCzcXfXULbxHZxTsCTzpwbcS6l3+8nF2UwGKQkLZK+qIf/H1eeovRFcZU67olWtBeWBtmyzWYzZcmSiu9L4f19Kb40Pia0+eZBHPN9SVxy4WVvzxiaRRh/X0mCsw4U6iTn0yF17sNtDbeKOFrnujowWceVys0MlMUBwFeRAhC3WQx1ZbvtN8oUB+sqcKjjZFZJjvuIERefJX2LPn+vqqQ020tKrwxYLBZpMxzp2hXDKsAVyS3W455FUVRezMRxQChuSoTrE++5KlSea4dYHh9r6IyH1KWbGwpvSrYGLHKNdNeKusURFWgdAHgIMeSuR5w54zmrojo+GHygART+Xg4f5O4y+LP4HuuWA2eOcz5tGN0qd3Viual/zlJBvCwenoy/O2DE3AjuTbuwGfDp6Wll7YdbC7gOEZi5hydM+V8EcXcTsQg8MgIp6s+PdXO5LddmFejGMcU94qZEm5CtAIs46O6jrDlFrxuosQHXmZnrJJJUq6IpnB+vX1UWd0XwzQELJ8HcV865GXVl9+es+3sOmGK5I38RLSwU1Hf19ns7YDmX4srLxBD3E/UdstiRq91up+X+JycnKTUeV4V1NVgc/h4S6kg9sOoAMFfQ8/PzRHDSDt6vfs8ISjl318dXtCpyQObuyaZlK8Aiyn3dgdxMd5drVwHVQ8y52HG3AYuXR1LKLfCVpO12O8v15AjG6IrlBlfO5/XvdaFi5yyideWcUBzcDgCuiDmSNIJHJF9zb2735f3dbjelwx8dHaXMT9afSKqAhSu1t4vzS74zukdHiJB4foUDeZRVYyACRQQLt+Bi//7/wg2pm3nrZr6cD7fqvn5O5Br82XXEqCtb7p6xbLnBEBl6Ot2Vzo+VZZnWNrCilHChZ10yQ0bxtQ+eIxKtsViGOCtKqiiqt0EMBfvCrRxv425FzuWJ7okTvb6IjHbpdDpprcfOzvXb2wmVAq6np6eaz+epTX2lKhvpuAtDRILNdSirr+SN7lFOQXNt4jkd7uLlXLg6UHEwoSy+L8ZXluB0WYc/8HNy6BrPvQ1l1yVA40wp3ST6ckDhM4H/+aBhUDEQ+Y5CDAaDSkIWypGzLGKIjgGIAuTcHb8HgBHvQz1yhFw0mRnAsT3gFVia7taGb/3n92LWZt8KziF9+8MPP5R0Hel4/fp1ehXis2fPNBgM0j1ZfIbS047u6kBq+lqTsrx+exukKhwF5YuEY65t3MpyYpJ+iy6c95/3l7uAOaD6ylkWOXP6PlLHUdzWgNFaqCtDVI6oQOvwBHEgxNnVnxEHkXMUUTw8d1+JFlMOjCMA1qV9e/3qBjLX4Trk+olno8TNZjOlZQMsKO14PNbp6Wkqy2Kx0OHhoSaTiQ4ODhLYspIUwtPfQ+KWE0BNOXkO5Ypt4daBt2G0GCNwRhDwe+VyJ7yt/Vm5tt2kbAVY1A20nNy1YdZVnhxn4W7AOu4HJn7umXUuic8Queu4J4OXsJ8DR/xzf9b9fLeCPOHnNonl8vuscv04Z1UuS2yHddrYZ27aoNVqaTAYaH9/P5GXvLCIFaqewEWKuOcx+GzvSgko+U5Zzklgkfhxxo6DSs5li+0VXeE6XiK6xDGnos6tf4hsBVhI67kJDzGxcrzEXcrAQHLyztN543oLF+/0CIwoiJNi/I4/7f+zwhQT3sN4Dh7c05/hoby4FN0/qYcrj/vvdXkX0V1B4ns9yvL6faXe9g5eDng5oOWZzokMBgOVZZneyUp7N5tNTSaTpOysK4mzu6/L8eNRaHt3X4iqEHHx611xc1aWK78TkxEsVvWZW0fejl9JziIiYZzN/be6/3P3i/eUbo9CuMSB44N3lQkYXY3on0YTP+cKAUasjOR8Zlc4C7c8iqKohBFXtVfOHfPP3PnOY+Tai2M5DgWw8HLFuvEcb4uce0Sd48wL8Us0hKzK73//+0kR2VTn4uKishNWLCv9QFvCHfnLmqRr64mNd6JQthzZ65af3wvJWWXRWnSgjZbYVxIspDxg5KTOt46/51yH2+LPsbPi/TDhc4lJ69SNjs1ZKjyL5zDLMaBJLWbLex8Ybl2QWxBnIgCorh1YW+Fl5i+Co59HQlJ0e/gtkq6+3qEsr/eHoP7M8h6K9PZnlnUug+cSRu31eirLq708m82mptNp2n0L0hWSk+fmFDNuJtRut/Xo0SONx2N1u92Uas4b7qkv7RwnghgJy00euQVg0VqI/Aht724V7bcpuRUsiqL4LUl/XtIXZVn+mTfH9iX9HUkfS/qepF8py/J1cVXj/07SvyXpVNK/V5bl/3nXQq2a4eLsHFF6lSWyTsPV8Qr+e5w1XZn8eHy+z6got1scdenGpCSzQW20RgAuVxrK6SnIzpxTBjddc26Y++9c74Mw1tkjOF4nH+BcD5fg0QYA0UHGxwHHnODkN29P3r4GkB0fH+vy8jLt4wlwnp6eqizLSjuxgAzLhNdCFsXVDmWPHz9OK3/Pz8/Tdn+4Irk+dFeCZ9CeTAwe9gYMOeZ5KVE/HFxif3zZlsXfkPTXJP22HfsNSf+gLMvfLIriN978/5cl/ZuSvvXm789K+utvPleKm1T8H3+X8jkSOethkw1UJ5H8dEVyoUzOJ7j4sWhC5uL47AV5cnKS8gfgMSDhPBTpz5GuTWEHJkjTaIZH8eXz7gYx+7r7w/Xtdjsp3mw2Sy95Pj8/14sXL9I7Sz2T0/mSODs2Go20iM4Xf1EPBwiswN3dXX388ceaTqd6/fq1Go1GerXjxcWFXrx4kfrBwa7Vaumb3/ymvva1r+lb3/pW2gX84uJCk8kkRV4Gg0Hqh729Pb169UovX76sTBqrxqYDvwOBL56LWwVS3i9zzN8KFmVZ/qOiKD4Oh39Z0i+9+f43Jf1DXYHFL0v67fKqBv+4KIpxURTvl2X56W3PiYAh5VEyNs4q3uLLklxnR99UWt2hOcCLFs3Z2Zlms5mm02k6p9frVdwF3JCotM61AEB8R1ZFR9wdIJeA/A4AitmSeuA6EZEgIYq3wR8eHlZWb3q9GQtuZfBbr9dL4LiKIyjLq3yK2WyWVqryKgH6qtvt3kgnL4oiJXg9e/ZM3/rWt/TTP/3T6XruOZ1OE/DSdpCnr1+/Tm2VI2djRCT+Tpt7fXJ19P/jRLNpuS9n8dQA4DNJT998/1DSD+28H705ditYuNSx7ZFszJnNPy5Zh+isu87Na6n60h7pepn3dDrV0dFRUoKTk5NkCp+fn6cXDknXbzyPM5A/E+uD9nVGva5++OOUmfexck7cIOb09DRZFOySjfL7snHfBtC5Fu7vS74hfqP15O6VVJ1QWBvS7XaTdUM7RdeAa3d3d9PGyOPxWJPJJPEWAJa/Je3y8jJtyuP3rAOFOsmNGXd/ne/it+iO574/VB5McJZlWRZFcWeNLYri25K+LVVfa+9Ascp6qOMtvmxxRHfXJAJA3bWrYu5+Di/VOTk5UVEUOjk50cnJiU5PT3V+fq7ZbKbhcJh8cknJLPb29e3qEecB6qIcbpkABsz6WAr4+oDXcrnU0dFROuYhRXJG4j6X/hY1ygTIoHgeUfFJw3kTvuNq4CZ1u10dHR2lHAtJ6nQ6KTLi7hD7dMJJnJ6earlcqtVqaTwe6+DgQC9evEhvSqPN4Utye5W49RwnvJzV7GPE+8fvswosNin3BYvPcS+Konhf0hdvjn8i6Wt23kdvjt2Qsiy/I+k7ktRutyvanvPrcw354wYKJMefxN/cjPbB4X+IR0kw5WMWJ7Pv+fm5Tk5OtFgsNJlM1Ov1NBgMtFwu1e12E6/B+X5tzIvw/SP9OAPVgQsiUlLKLYCb8FWf0+k0DWbyE1xx4QeY4fn0mdnBpyzLygucKRuci8/ybEhD1udyuUxgJCmlbeNGuVXB8+fzuV68eKHRaJTOhSPa399P9wB84GhiiHjV2PG2jtGMOD6cpPY2cEvDx9km3ZH7gsXvSfqLkn7zzeffs+O/XhTF7+iK2Dxah69wqUPFHKex6vovA0Siz3+bRFeAzzrLwo/jo8PODwaDyrPZFh8isdFoqNfrJcDwJCKsDc/FQGHjwKOe0ZrArcB64NlxKzsPM/P8TqeTlo17rojzLB5Sjia9cy7c38O33nbUk9WmUnVbPo8UuTXibUBYdDwepwVr8B0kgNEmrVbrRtjTLZ4cyR3HBtfUTSa5/91NQTZtYawTOv3buiIzHxdF8SNJf0VXIPG7RVH8mqTvS/qVN6f/vq7Cpt/VVej0339oAWMj+iD2jMdoysV7RNOvTm4DpGhS+rGcH5mbOeL9oinNLEnojpmWkN9oNNJ4PK7kMvCWLQi8Xq+n+Xyuo6OjBDDkIIzH40raOADCzEgUISfL5fVbunCLICpRXgc49gr1VbMevXHA4z2kniXqO1+5RQR4YV0RBSGCgLXjoUf2z2BpelmWOjk5qeR0UPZer1fZGQueot/va29vL2WEEglhzBweHt5w9XzGd4CjPTmH+kT3JQLBqrAoE9jbsLrXiYb8as1Pfy5zbinpL921EK7MdaHHnMQIxLrX+W+51Nhms3ljUxb/vQ7B8XOjdePEnIMN5q6z4y7NZlNnZ2dp9sKHbjQalSxCIgSEVVutll69epXK4pxFs9nUBx98oHa7rU6no16vl3bdws/2/SnpGxQN94O6enzfLRUHUz5xUyaTSTpO+dj6H+IRkpA28SiPv3vE70NoE4sCiwOeAdDpdDoaj8eSrva3wMqBH8EqGw6H6nQ6Go1GevLkiZ48eaLhcKi9vT29fPlSh4eHqV6dTkfPnj3T1772NX3yySf6wz/8w0q7OGHrY865IJ80fKzRRrmx5y5ivI90c3J6iGxVBmeUdZDxLgjqyrvKZKvjHeJ5q55Rd9/47Oh75sxL/Hj4i+i/S9eDAoBhCbcTrgwsFlSRg+Bv6MqV3xOscBeWy2XaIwIQic/BZYkbyubu5anXWAkOcK1WK7WF7wYWw4XeDlhLzOS0oS/tdzIUwGIPjMFgoNFopF6vJ0np1QFYIY1GIxGozgXlxpaP07qNaequwyLJnePnxZDsl+6GfNmyDi+RkzrQqAOSu1gk0c3JoXsEgDrftK4s/ucukysxiulpynwy+/sKSMrugstC5iSkoicxoay5RWM8CyByq8A5DQBtMpkkLoPyYBX1+/0KIYq53Ww2NZvN0rOwEAhNeoQjAgbPQKk90gJQeAKbJ3G59YK1MRwOtbu7q7OzM71+/VqLxULD4TC9unBvb+/Gm8luIxXjeKGODg7UI1qz/ulWVxxzceLZhGwNWERSbRUHsUpy1+XAZ5Ui+/l1ZmEcEDmCclUZV80+OWVHQck7wNeezWZJKSDeUFauBwh2dnY0Go10fHysoijSfdinAU7Dt5fz+kZA9PdmAAiY8hCu0+m0kmOBSwA3ggVEBiTRhuFwmO0730XblYvyuctHnR0MpOsl5VgYnpTlIduyLBMYHB0dVcor3dzi390zB/2c1RonRcZ/DF27q5Ubh/4cf8amgULaIrCIM+p9QSJ+z8ltCr2K4Fv1XL//bVbOui6WCya1Z1KipKxz8MVnnsvgJv98Pq/MqpCikHW+NN6JSKwNFAw3iKQp3CRACH6CHBGAA86l0Wjo5OREy+Wysmt5t9vV+fl5ZSNeFy9TXF3rsyzujXMErqxwCYCF80fUCYDAzYJTIQTrAAsoTiaT2vHjIeh13BAnQs9bnG0AACAASURBVB04EA+l5kjQTcrWgIV0M5y4rkRC8S7XeSKV32tdiZ3ig3UdwPCZid8i2cWs6f53URSJ8OSP92MAIkQf3CoYDofa2dlJGYiu3JI0Go1uWFZ+PSY+yuCEJwL/MJ/P9fr16+RmnJycaDqdqtFoJKUjLCmpEnF4/PixRqORBoNBWjnq1oe7Ee6qoey0EwCJghL58Dp5folzQXA6uH3UE/4EchgAXiwWOj4+1nQ6rWSDusJ7iJYy59zWaEXUJcu5xeG8xX3d+VWyNWBxX7fDr8n5c7lPB5e4jHsVuenH4sKedcvpA8jJKzdlvSyABKa6k3UMSl+4xKayEJ0MclyQRqOhw8PDRNYx2B4/fpzcivPz80rY0Aeqtx9A4dYO9SDvAnLSZ1qU0KM5bLBLGjv5ItL1y4IAqk6nU3EjsIRIhsKiiH3oETfOg//g/nA2cBxwK8fHx6ltPWrSarWSVQWosFgNqYv0RTfKlT7nusTvEdThiZyA3aRsDVggOUW/7XyXumtzppqDRt1z/Xjds/w3lNl/4//YubFMOebeTV/Cnfv7+2q1Wnr58qVev36tzz77TJ9//nli8b/2ta/p6dOnOj091dHRUcoJGI/H+sY3vqE/+qM/SpmfOzs7Go/HevbsmSaTScrLIEmLaMlyebXOA7eDnIZOp5NACa4CXqHT6egXf/EXNR6PdX5+rh/84Af64z/+Y718+TJxKpeXl3ry5Il+5md+Rnt7e5pOpymtmtDuo0eP9Pjx4/RuUj7jVnfcD3eJaAiRFfrBgYZQLJYBe4FgGTx58iTt2+lWEEDZ6XQSgEynUz1//lyffvppIp7dTQK4cR3castxYEwkdeOZ47lx5ZPRpmQrwGLdKMZtPt5Dy1DnOtzHNXEzt8718GPR9fIOx7LAQtjb29NgMNDjx48r/EO73dbjx4/18ccfa39/X5PJJIEOCVufffaZhsOhPvroI/3cz/2cJFXIyWj9+GCnDAx29rqUlLJGsRpoB6w36XrdxPHxsZbLpfr9fsowff/997W7u5usHkk6ODjQ+++/r2fPnqW9NbEufIcwVwonFR0c6vqVe3n6uqTkOnk9ASXyRc7OzhKQ0m7xRcm3SbQkVvFaDjLr3nuT1sVWgIW0OsS56proVkjVrDiXHBi4uRavrwOPVeWMqF5njcQy1w0CP8/JuXa7rf39/UQcluVVItJgMFC/309+vnQ18EmEOj091bNnz/T+++8n1+Ply5dJgX0Ha8CCZ/oMRo4ByVtuPcGFAC4sdsMt6fV62t3d1dOnTxMADofDSv1ZrPX48eOUZg0I5bYM9P6Kpnr06T065NEP6Tra4nkfuBuR/JzNZqm9CElD6MbyxTecxQli1VjLudnOg3g9c+N7U7I1YCHlXYg6BY/nRXETblXegd8vRwrdhuKryhrZa0+Q8mfnAAPF8/Cc14EFYtKVYvX7fZ2cnKgsS71+/TrlB8BTnJ2dqdvtqtfr6b333tPOzo5evXqVWPzz83N1u92kFEgk1jDh46wFeSgprZW4vLzUixcv0rJ6Ii79fr+iuEVxHfYlj4J3o8QyFUVR2VHKJ4tIJHpSGDwO5/E/yu6haQhPLC6sj6Io0toQ+B34iul0qi+++EIvX768ARa+YRBldp7H2zBOXC7rbArtY2eTlre0RWCBEuWsgttm+Ghh3LeR1gGhVeJ+phNWfBIpiWw4ZXY23lN4Y31QrtFolEKOe3t7evHihU5PTyVdWRAoI28wQ/EODg4kKeUQEC7t9/uVVG/KR0QBoOC+gIa7BK1WK5npi8VC3W43KWCz2Uw+vs/WtD0uC/wK5c0ttc+5cTHtGbI2vgy5zprjHAcauJWdnZ3EQ5ALQsRnPp/r5cuXev78eaXdYx5FnAxjWXLjgt+k6sK3OO78/l7P+47lnGwNWEhVkzFKDjA8VdfPy12/bijpoY3rHeZ+tCfceFn4Hssdc07cqkBBHz16lDgNsiF91iuKIuUuSEqvPkTJmcW73W5SVEAg7gdJGVFYCEJmekx6X4HJYrOYt0FfEhGRrhcFAgq83wOg8NWhTg7TRr4YzEOkcZFY/KMP6qIXTko6j8F1p6enOjw8TG8/o42wTuKYu++M7y6Wj4e6Y16PTclWgQW+Lo0JKx2tDEfX2CHRPPZBtS5grMsz5I65NcAniuRgIV3vOuVWByQhv5Oc5Ga4h3uZqcvyKv5PCJJZlvNJseb+vHIvkoVsde9rHXxpuEdpuF5SUnx/JpaDt5dbJ2xd5+1NO3W73ZQn4mnntFlUDsx6dw9oB2/PuJs39WEVKm3J7l7sTtbv99PYZJPf3d1dnZycJKtiOp1qMpmo3+/fIDkduDysG6VufHqEzMdWtFR9DH4lQ6euLD44F4tFxTy7DZHrfvdGrbNcVt0j5wa4eMfF49J10g8g58oew3sMKvxn92O981EIFKvRaGg4HCauAGXxRVxYE7gdzNooLc8g8QlF9wiI7yVB/bgeDsAVo9/vV6wo5wsiiEbx5eXRxYiWBISjb90HFxP5hfjSI4ATK4JnHR8f63vf+15y9bgOC+ry8jIt0WeZvr/RPXIIvgbmNokTklugPhaiJeUuWd0epfeVrQILr5gv50bi/660ORP+IciaM0sjA+3PzgFGLJ8TbH4vANIjKDmf0/kMd20cUHkGCuLH44xODgWmP0lHMRwJcDlXQTTBd5rimIcSUURvV38GbeOATlvkSDvaGaVD+amvb+FXlzAW3ToAwOvLd8CHfvDtAcnPIDqCFRklciHrurpuEfv/kf/IuVh+/qZkK8BCyrsPccD65zqyKspxF4mgkwOhGKKTbi7vdgvBSTBXxCjRioF0Y5ZyF8JfZ+iWCc90QtLXNfBbnXvlg517RevAZzwfwOy+5feMoOs8BoRiDiTctfJVrm5Jxf9jtIl78tzoFrgFRVo7YeC4jH4+n+v4+Finp6fJXSbV3svunMddgcLv4+3rdcmtQ/E+2ZRsDVi4uJ8fiRy+I7nvcYbw1Ox1GjCGC/1e8Zl+TTQTHRzicXdFnBCLYOPl4dmeFo07UZZlxRVw5YugQX6El4HzIifh9UWxYOVRyriPg5vNzi/Fto/tDC/Cs/zTZ00Pibp5H7kKfqvrYwctvlM3XzxHZqoDQaNxtb7l1atXKbfCQcytqzj7rzMG69zaHD/hPEbdtZuQrQCLaG5L12azDxbfvSqa50icnb1zfBDfJqt4ijoC1Af/KqsibidHfXOzAYM6KiwhO35zEAAImNmdu4B4BIzjDO0zeDTZc9xBtKgAkehnrwPWq0DKfXLPOOUvFwWJM3mOKKc/Go1G5b2ntMtsNtPR0VHKFSFDtdm82k1tMpmkdSNEndw6yin4qjbIgYkrf5y0omsSXbtNylaAhVSdQRhoDDYagoEo1celfZZwWbfh7sNz5Do355v7MzgGaOSsiLr7M0hwJ0hocrfCn8VxrnVC0wnlVYvjItFZ1w5YhdE8jvX1Y0wErvzOM0Qg4FznLSJoRI4jKq27ve4Wej0vLy8TeXl0dJS4nb29PXU6HUlKL36KrgyfruTrzPZ1oLrKsq2791eSsyjLshJqijM033P7F+BHQkL5YiwGBLn/NGpk5XMKHX1xH3xuKkc/3xl+5wiQ5XKZEqeoq5OQfh38BCscIdEwiyEkAQy3KuoUwZU57qcZZ0RXYqI1WEWU0c1yX4CFsvnycQdEJ3HdavDfHDjctPdrHCjcHaFN+e4JcbRNq9XS8fFx2guEfocopSwnJyf65JNP9PHHH+vx48dqt9v69NNP9Qd/8Af69NNP9erVq5SrgoXnK1m9fX1THm8Dvt8FEHIcU3TB46T6ENkKsIhCh0Yfz5Xc/X0f2HQY4jNcNK1zC5GQSDjyuw827+Ccu3Obucn9uBYl9C3hohuQ84cdACNARX7EFZFdt9ysj4vAnBPg+gig0ZrzegMYOfN51WwYn58LD7rL5ARi7s9dw2iRYq246+sA65wPL1X6/PPP9fz587QKlfamPXJ1Xce6WPV75NC+bNkasKgz/52Y43/3j/kN8zvnqyJcd5sy547H+/mgcwXK1SMX7YiDCYWCgV8ulykbMpriq5J6vKzRf43Kj+XCXwRav58P9DjoASTfaYrnuiviwO0uZe7+KLBHfyi7RzEiaMb2zYlvukub+3XMxk5YUpZXr17p8PBQP/zhDxOp6a9PiNamPye26V05hR8HQLhsBVhE/zYnPgD5dKXwnZp9luG7+6h+nygRvd1UzPm87kLwGcHDnxv9WLdY/JpoRvpgxC3wmdR/83BoZP15rg9irq1rl1h/gKyO6PX2cUBwiSDilkQEtOiK0O5+fiQTc21MufjfLQbaIbY96fPHx8c6PDzU3t6evvjiC33yySdp3w23bnNt7G0brd4fNwDcRbYCLKLUdTQDxWdJJ87ctWBAuSLE+0jVxTnuTrifS3k8HBj97wgS/qz4fB8gcbaOwJIzmetMWy+nt0MuAlR3D38+Ch2BBavA28GVPwK/u5Vu5dw2s7oCevYlkYjoekROw/MypJtrU6KLQVnpB0CAqAhvRscFOTs7q3BbOYsix2v9pMpWgoU3vM/uUtUt8QEb3QAGhs+qsTO5f/RpXXwWu21Nil/vAzcHckicWbxcdbO8z6KeV+DH3LSmHBCYcfB6uDMX1o0hUwdqb4cIWtEqy7mAdbO+l9tJWEmVUHAEu1z9AM/IrTgIeZ/69aenp9rd3dXp6alevHih+Xyu58+fp93HyGL1vovlj4BeBxj3cU2+TNkasIig4Eoc3QGpqlS+v0IccM5GR5/XTXCu9UHN/flcxSpHsHKTnWM+4yE5F8EBxqMakedgazv37VF+nlXHrgMM/NEevhu49010Q7AUaNNcmDQCSc4M93ZwpY2K5s+uM/l5toNSJMWj5eTAgyUAx8Txs7Oz9D7X2WyWFuuxMI9x48/3dot/63BiOflxg8nWgIV0c0ZYp2Hcx40JQVJ1azg3PaXq7kU+yJwn8DJEIo9n+PJsv5bB5nkM1DNnrUi6wR8QYlsul2lxFPtBzmYz7ezspD0UlsurHad5HkvNHTC9zZw4LMvrV/55VMZXxTrIAlTNZrOy83XkKNxqi+5bfEVi5CpiHkUEDH+ORy+wOhkHudcFSFdvGJtMJprP52mSYN+K+Xye9gjx8uZWQlPnaJXGvJGyLNPKXNqqLhqXk3XctrcJJlsDFm66+ue6iJub+V1xc367D8AYDnV/NzLkfk9mZg9RxhnYrZhoMnvkJs5+nqPgQOd7LDAzxnRjrIxolcUwJOdfXl6mfSMcZHJ9wzG3XGKilLcZ1zqX4gDi5YoWX8ynABCieD/Rn85hed+4VcTCM86l33wvTdqQXBbuBfj6+KLvPMksWh0OcD9JsjVgUSerkDIOYh/ADjo5E5iBCokV7+muANe78kqqAEZRFEnBGCDuy8akoqhMzIjuTvHpW7xfXl6tT4CJj4oFaHAck9pBqm6VJntHRJfPQ9Le3u5eoWCEYGmvWGfAiLb36yM4+LFcjkXdBOMWhRPSPJc2cEWOVif9RtsDOL4wLnIg3h4+nuIE4XKXSXGV5K5f9dz7yNaAxX1MqLqGdnM4Wgx8p/Ml3ZjV6nxKHwyuSG5ie74ESpAj7bz8lIFjlBVlYgAzmNmUxZdiu5JKSkvDcyFp9n3wbEcHWtwMBKVjZvdUccrlszEuEHXwFaDu5nioO/cXOQu3DCPv4xyFc1h+DwcQ6sP1tCH3cpcyWna+zaC7J1I+L8jL7VbGJsXHtx/b5HO2Bix84N2lgnFWQWi4SGC6+evHMNujP+r3zrHpzpdwrlsFXq6olP57BKrlcplmMQcpXo/HsmisFtwZnovFgLhVdHp6Wnn3KEpDToEDrKevw1/E2RJFY28HfPOiKCrb5vkelu7CUQbnciJ3EUnUOBl4mVH2aKnQL05sAi5OcnJ9bi0SgFGWZSUaEolqB/jcZBZdEp6xSUtg07I1YBElN/uuOi8e84aPPqIPLF945UDhihAlKrnPuk5qRiVw5Y5liS4Pgy5aLLyikJfisDuTr2XwjWwor9cRoHAXhGeNRqOU2OV7XJBrwODH5QB0fY8NrqVtfSJA8VFSt8C83XMrS+mLuBjNgdknhug25twlj5j4/fmL/e+kpEeT/Pqc1E2GDr63jfXbXPI4OW3aetlKsPCGWxdpI0Csc25sXCcjPVLi4iSdpIryc9zJPmf03Zx209TZ+0j8ubnrigrJybs4XGH29vbS8nV+iwlKblb7C3am02mlXJzL5rs8ezabJcXxt4LxvFarlSIzOXAtiiLlMHDcxSM1bv1IqgCBux+UeZXiRf6j7p45HsTPjff38uc4ML/uPi73bVI39r+SbkiU+5hjOXMP8cEBIekDjZkCBcWfjgPWX9Hnsz+vvmNvRicRuYfPgg4EkKEeWkSZ2aJ/b28vmfjT6VSffvqpfvjDH+rZs2eazWbpxT3z+VwXFxcaj8eVvSxcPNTLc3AleAP4zs5O2l27LEsdHR3p1atXCYDYKFhS8u93dnbSW8d6vZ663a4uLy/V7XYT2EynU02n05S74ElNDrbRKsCdkaoK4DwF94iujFsUFxcX6eXRPAeXiHaiL+qsWwDZNxzmefSnh37rCE8fBz5Oc2M4EvE5cZfnNmL1PrK1YPFQyQEHxyCyPPvTBwQDyC0MBp1UfQFv9INjBMR9b58dGVwMGp7n4MR9iM2j0Mvl1UttDg8P1e/3Eygsl1dvy1oul0nJJVVmUtwDDwG6UlxeXqaVlGdnZ2kD3ul0qtlslgCEvTtpL2ZmlKjdbqdFcZ5N6uHV09PTG6Dry9wpkxPIUjXk6FYV7ZpTQu8TD5cyDuhLB3Se7+Jui48fXJocKRstOidBHUz8e7QUclyaS5xkolu3CbkVLIqi+C1Jf17SF2VZ/pk3x/5zSf+hpOdvTvvPyrL8/Te//aeSfk3SpaT/uCzLv7+x0t5Bcq6Md5KDRzQ73cpw68M7wPMj/P5ObDlvwV9dh0eik+/Rv+c+WAGz2UzD4TANTPzxdrudDZtSL5+NXcEc4EhMury8fgUh1/IOEif3PCQKf+AuWqvVqrSRh4SdpPWEqpx74OATldZJ3aigPuP7y4N8rQv3jHkTnoznPEXOzHfOqa6f68T5peiqriM/bsvib0j6a5J+Oxz/b8uy/K/8QFEUPyvpL0j6OUkfSPrfiqL4qbIsVy8pzcgmKrnqHgwgGH73eWM0gAFL5/n+oA4ouZAfz+EeDLZo4uZWcTqJ5pwEIEQWpxN2AMx0OtVisUjl53rqzPOwBjD/mXnhRFDi09PTSjthpfgLgKLiOtkYQ5rkdPCC4el0moAQQJKqq3g9VOlkpJcLxc/N8LRb3PU87sidIzd5rr9nZRVvEYGO8vm+IHxGXsPLsS4P59flyM5NyK1gUZblPyqK4uM17/fLkn6nLMszSf9vURTflfQLkv73uxRqk2jokpsJUGT/9JmMTwcOZlSud1I0Lh1nwDAoo+JHHsWFZ/AJJ+IhRedE3FoAPHCZfGs9FIay+OB3V4Ut5NzF6na7lbeVRXLR/yeqEtvfSdHz83OdnJxUcjTc8vGdyClrdBNiW0q6ARTOY7hLtrOzo3a7XUlmi64GYwJOJgKME7AOat6uPgFF4tzHCv/7+PNxWic50Mm1y0PkIZzFrxdF8e9K+j8k/SdlWb6W9KGkf2zn/OjNsRtSFMW3JX1burl79duQyE1EMsjFXYxIgPIeTjY8YaD4DOkrInnezs7VG859ZuLZEJz8H8uJuLk+m80SV8KMBo/gM7uXA+CKJJsTlLxZbLlcqt1uJ+6DVZa80Iit/PjdFRzXh3Z3d8wVC0VkT0u3ztyqokxu0cXoTk4pYv9STtrQ+Zu6GR13pdFopDK46xWtR59YuL+7Mw6mXs5c2X0c3LbhkbtNkX+pc4nuKvcFi78u6b+UVL75/K8l/Qd3uUFZlt+R9B1J2t3drUWI+1bUG8nRPTZeHRHq/AYdz8AdDAbqdrtJ8chB8OgDgIHytNttHRwcVAa9E3Hup1JO38PBB298u5YnCaHgbn34LO0gBflIHXn3KXXv9XqV1xwSBaFNAacIPK7QlNPzJjh/Pp9XuByiM3AWKBvlogys2ciNjTj7xtnW+5e+4bnU3YE7nhsXpVEOd7kou/ez54Z4Obm/Ax/H3SLJjdUo/izPB9mU3AssyrL8nO9FUfwPkv6nN/9+IulrdupHb46tc8/s8XWJnVyjeAcxCFclzlAGV6KyLJN5fHx8rF6vl8KUw+FQg8FAe3t7ab3Gd7/7Xc3n84p7sbu7q9FopPfffz9ZF3G2c3/dZ0AXV7rZbKbnz5/r4uJCr1690t7enh49epRcpOFwmKyfmLMAgEQ+gVmeMrtfPh6PUyIYQEZUCd6iKIqUf8EfqzoJOVN+OBeUlHaFP6HtADFXdKwmt1AajUYqXyRp+WMX7tFolNr+6OgojZ/RaKR2u61er6fJZJJCrESZ3JUriquNfAEJIkOsWIXzoa+9b90qYYzHCEnsd4+QrZJobQK8/rz7yr3AoiiK98uy/PTNv/+2pP/rzfffk/S3iqL4b3RFcH5L0h8+qIT3lJzft+51OcKJxidOHxVqd3dXvV5Po9FIRVGk2Y+3lPf7fY3H4zRbM5s4+eYhWgZYLAOWhSdeefIX5jVgwOAnR6Qsy6QE0vX7RKN74pmWHknwpCbpmtSk7S4uLhIwnJ+f64svvkjf/b0cRXH9hnd3aRwsPPLg7oyXk3Zx8I1tSb95nZl9izcRFH6jPtEaRXyyieFd+tNT2z3Pg7LFyFr8dFB062YdZfc22pT7gawTOv3bkn5J0uOiKH4k6a9I+qWiKP4lXbkh35P0H0lSWZb/tCiK35X0zyRdSPpL5T0iIfeRuoa8D5q6/xv970ajoclkkkz8xWKRgKDVaqnf72s2myVOAdeg0+mo0+kkqySGSEn0Ijzqne1+K4N5d3dXBwcHKeLB777QybmMorhaYn16eqrT09MEGJCWnOMcgLchZQIMXPE5h9+YxSEtPZxcFNcJTe+9957G47H6/X4iTgEGEqY8jyIqTVSwXCQq1kXSjVR0QtG0pYNHrh2cBPeyuQsao1OR2+B+OYVeNVnVSQSYVRb0fWWdaMivZg7/jyvO/6uS/upDCvXjFgDClZVjJC0xW15cXGg6naosSz169EjtdrsSZpWulBUugdnTBzYDioHr0QSftZiRfOm1m8IMUmZrBvRyuUy+P3XhPZ2+uxZ8xCqXEBeI1G8HJecnUDhegIQQ0el2uxqPx3r69Kl6vV7F33fQ8gxPN+HpFweF6Gr5MnQ+efbOzo5ms1kCJiwvrDF/zwz39P0tPBpSlmWqs3/GSAx94detam8X57VuOyc+c1PylcvgdPM4HkNua3SfxfgfceVmkJGtiELmfNKoDA4InBtnmkhQxaQhtyB80JNHgYtBCrgTj6Rbv3r1Kim+hzljGYo3IWPuj08eXZI4aw6Hwwox2Gq1NBqNNBwO9eTJEz169CiBp9cdZcyFZukTbxt3OVwoB/xKt9vVcDisZIoCsrSnvx7Bc0/gSogUcT68lr8XFZcvugRexruAhbTauohj9raMz/vIVwYs6hoyd/w2k85JKWe58euZYVGW+XyeTOjxeHzDIvDIBOY14MAMzIt3/XnSzRWTfAdwACeUi3vBa2Bi4xLt7Oyo3+9rf38/kbJYCsy0SGT0XeF5r2dMjoplHgwGKXkLInM0GmkwGGg4HCZi0F0G6helznfPzdocpx9xf3q9ngaDQSI3sQRYpYuL4itzfX2NZ8CijIAJRK6TuNFt8rrFckeik9/c1akTd5frwOmh8pUBi5zch+CJg9Y7201j6Xpl5GKx0OvXr5O74f5i3cpTH8hx7YiHT/k/djpmMklFzms4aQogYfksFou0OG04HGo6nVb2t6CeHk4lVRt3gXsxuNvtdsXiciK00+kk3qbX62k4HGo0Gqnf76soimSul+V1kpT3RSQy3RKLfe0kr/8tFovk/sHP8LpLd1Gof7PZTNZYdCW8bQEQQMVdkEjGuvK6m+r18HETv+cyRuO4zbXJJuUnHizqELSOoLpNMOelm/tfYO4TPtzb20uDoygKPX/+PJm3uAL4uo76uAQovFsWzOA8F8X1NOhms5nuwcKumAvCIq1ut6vBYCBJFUDY2dlRr9fTo0ePKu+ZRamwHuA/er1eWpkJV9HtdtXpdJIZDrHr6dRPnz5Vu91Wt9tNUSHKTL2lm3tUOLHHTO2zNoKFh6LybLgVFsXt7++naFSn09Hz58/T3iCApSR1Op2UiIWLCY/hYwm3DauCZwEU8E9RiXNKnZNIcuYUP0ZpnK/guk3KTzRYrIOczhD7sTqhY1DaOhINk9wZ9cVioclkUilXs9lMg9if7zOhbxwTTVT3kxFcir29vZQY5UumuZ48BsroL1Iuy7ICCJ1OJ+VI4DbwGwrjHIwnTJFRiiI3m82UMzEcDtOSdQ+Nev08aYyy0j6AqbsEkLKMAY45UJydnSUXa29vLyXSebo8ZajbDMfDz5Iq7gjtkCMUHShyVuGqCSwquI+H+NumLYfb5CcSLHK+6SqJQLGOORdDiLHjndhjwF9cXKRt+THXI8nlZfEsTQekaH7zLJ5DJIQIC2DR6XQSB4AfvlgsdHx8nPIJMP+LokggMRgMEmihaJSdP0884nqU5PT0NFksrEYdDAYJIDqdzo0cijgD5tbjcJ7zPR6lAEicqHS3jjbb3d1NbeMLzbzveBb3o37U28vjgEY/ursR+w/J8Q51XEQdZ7Npa+EusrVgUYe+D0HTddnnmGTjz/Ywqg8W37jFCUc3qT21mfM5x8OciG/ownk+CxPxwApAIcnVYMOc2WyW7jmdTtXpdNKgbrVaiYSUpFevXmm5vNq/oiiushRh/gmDMhNjfWGhsOENf56m7VaDm88ebfG+8aiLhyThdqJ59wAAIABJREFUXzwk6haI54A0m83EzXh0yJ8L7+P5LbnxBjg7CcmnJ45RDniJyHfhUnpdY91XSXRPvD5vW7YSLHKm2EMZ3nXdEKlqXvoxygJn4EQkysaAcw7BFybFGc1n0jho4tJpD72ipO5KwC+4myKp4h7M5/NUHxTKdwL3KICHEfv9fqprzBIEpPr9fsrK9FyPGALme7QmpOqb3JxMjLuQAxKeTwG4uLuFleOulFtGJKZRTncp4K+co8Ltop9wOZggPAeHetRFQaLcZvHG379sS2PrwOJtVP4uBFPd87Eq6s51k5r7++KjyGbnZhz+99WQiCdkoQhxVaYDlvv8gJsrkls2cBidTkf7+/uJpMQcj+QjIAVIPn78OPESuBwOFK6guTyJnBK4WR9n8uhuAHBO4BL5YM0JgMjvfh/q6OFn56U8fdvXwbC1IG3X6/U0nU41mUz08uXLVGYHi+iKRhBdNTbjmOHYlwUYWwkWPlB8hs8pvQ+6de7J/6skuh91kZbof2OiM6tC8LGk3ReQMWjIW3Bzl0EKWDi3wf8oiRN8LLVmARWRBNh+IjPD4TDt68lziHjs7+/f4BP8D4EE3dnZSZmrgARtBFDl+qOubbEUfPdyD0eWZZm+n59fvXuUXbwkJZdsNBppf3+/0hec4xv7sMTeU+axXPb29tJu5/P5XIeHh+kZvlKVtHRPmSednjER+a3IUd11jObask7uY4nnZOvAIkqOo9hU5e8jObIUcGGguGWAAvnmNjkCzAeLrwHx2dX9eRLBfHC7YpKVyVqQ2WyW7uNRHH8Vgq+oZFC7L+4zH9cS+QAM8dWjxVTXj35Pb4+YfxLzRrAk3OTH3Wi32xoOhync626QLygDmKmrZ9XS3m7hAWL0ES6MZ9L6+hzq7wvtcsT5Kov1vrLOJHpX2WqwyPl5XxZQxIGc+93P88QZAMM5Bd+rAXKQAQbb74rIjCQpu1M09wOIsCoAHEzyk5MTnZycpLAoMzNKiKLji+M6MHu6K4V4WBFz3M1zLAosJ+cZYttJVSBx7sHL6UlrkLYOFKSRk3TFZ+wzB3askFw+DW0O2OPGABREvmK7YNlFsHRxazmOsU0BxduQrQOLOIDqiMkvAzRyz6szF3Md5CQmLgBsPvf0pCKuif69L4gCMHAvmNm4JzMwpjb5BlgacQm5R288yuKhTsAPYtXBQrres9J3nKKNPMRM+aLf7uc6D+FldLD0Va0QrJ1OJ+V0ANKEST06Ed2/uMaD/nXilNcbQPoCZJPJ5MZWgLiavu0hZadt6lzc2ziLu8jbAIytA4s6yVkWd/Xv7vO83PHbSChn65kdGYAx6uFJWZIqpj+zclzu7OauR2Pc1I5ZjgxaMjv5ndWmMP2+21YMd3p0x10egMJJQm+HHGHpViPK5MlVbFiDwrrf79muKHK/309uiLt9kRyVrjdCbrfbibvxxDnKtVgsNJ1OE7A470F70s+4d/SD8yoxhPo2rWS3WjYdTt1KsLjNmoiNvGlGuA6E4nPc5XA/1yMP8/n8xjJtf4avS/AohQ8qv6+fjzvjlkjcZ8G3zZOU1nHAe5CiDTiwF6bXzfmNXCjUrZLbXDcPiUazHy4C98lXfnoiFeQj5SWlHXfKdzmLbmx0E4li4Ko59wS4Sko7kJHCj+vpr4B0oHeOhefSP5G/qeMyHiJvI+9iK8ECyTXY23Y/bkP+aDa6ny5dvyQY859B5hYJA8m/u3UhXYddeWa0WJjNeL6nX6MI0SJAfGCzhoJFY84r1IFmLv/E2wf+JbofMaTL77QX0Q3WWnjUwu9F/kS/30+cC/uIOG8Uozj+nfbCKnELwEO+5E3M5/PKzl6+n6nnnLhFF4HCeR5+r0sy3IRL8pUnOFe5GxGBc3xBroFX+Yi5e0Rewq9hEMVELB+Y7PXIs1nhGNc6uB8eU5al63Ul8fn8scQ7JmaxFsLNcernby+jjoeHhzo8PNTFxYV6vV46j1yKRqORtubzskFi0kYkfnmbAUgs4XbC0hOXptNp+s1nedrR3ZzHjx+njNFOp1PZms/Ls1wuUyTD80Z4JqHtb3zjGykvwnczb7VaKV3+/PxcBwcHevTokZ4+fapGo6HPPvsstYVHRCIg+LiiD/ktd56H0XNj2AHaxy/38HHpGaMPla0Di03LpknR21ye6JczozJDOonnO00BJD4zkUzFdwYlVgArOJ39h9wjESm6DNJ1ynEEK3IWcF+ka0ISApYByHfp2sJyQpHryJdgJ283zynD2dmZJpNJIhAhDYlYuNXENoCABFyCJ7DdxSJ164I3vBVFkUAXl8MV3PsjhooB5lXcVpyY/L60JfV3cFt1vxzoxCzkh8pXHiy+DIkAEtl9FCiy/c49xNWM+MTStUviK0G73a4ePXqUQIKZ1vf8dN/dydTI/KPEJycnmk6nSTlxV7wc3MfzQKJb4c/hPSpuyfCHiU94F0ujLMsEDL6iFl6FFa2ENXOA6JKbdWlnNgN69OiRDg8PE1ARJWFhYORjnCfyrFR/nvMmUfn9/HitS457uI0g3TSHh7wDiw1K9PEdNKTrWTrOrJ52DDnm6yZwM2D8mVnH43GaYUmz9tCn5zgw+8ENeEgSIJtOp3r16lVldnRLwvMWcpwE4ms2/I3lkiqk4MuXL9PuUtQfxXdg9BcxsyYGC8sjM8ykUYloB8SVHrA4ODjQq1evUrYrbk9ZXmd3xvwILDAHQH5z68DPdyulDiBo35xrTFtHi9nHXAStTfAf0lccLN42GSrd7Dgf8CgbvINv0eYMv/+5uUtKNTtgj8djjUajBBCj0agy6/qGvG6+8plLpXY3ZD6fV/IRzs/Pb4BQVAxJFYWlvlgTgIO/TwPuwjcM9hWzRXH1mgDq5b9B3qLMOcvCeaU6ktZn/+FwqGfPnunly5d6+fJletWDu1fc1wHJQ6WeVFdn/ufAwiNPLrHc7qq61ZkDpJwVswn5SoOFy9sGjmieStcd7G/QirN5zDngHsT2+/2+njx5krajw5rgN9Z2uCWBa4DCu6szn891cnKS0paxEMryarOcly9fqiyvcjt8CzzIUkk3gM5T2akXQOQRjvl8nhLEaC9fQ0MEhxwI+Ir4FjfPKnWF5Z5OZOY+PdohXYVF33vvPb333nv65JNP9Pnnn2u5XKbNcuJWAW4pcYwl7g4wccxFcHDwiOWMYwLXDwDGAo3EJ8ffgcUd5G2AQ50vmJu93Pz3QeykJ53tA4cFSe12O20D9+GHH6a3nw0Gg8qMS5lckX0lJmBFgpO/j9VZcgDm+PhYFxcXmkwmaWHZ/v5+JZGLyAJgEQk2VybeseJ/tNX+/n4Cg36/nxSM9Rgoted2ROWSqhvSuGVWR+5FgNnZ2dH+/r6ePXumg4MD/fCHP9RisVCz2dRwOKzUx/kY2tyJXQexWD6e7W3mnIf/HoUsVPopZvX6/WJ7AC4P1YmfGLDIhaBcoukXGyfXWK7kOSDI3aOubDlT0IlMfFs4AzrZQ4KtVkvj8ViPHj1KpNtoNNLXv/71GwlHviMWiVW4EmzzH3ebxrKAI/C2K4qrtSjT6VR/+qd/msjN0WikZ8+e6cMPP9RHH31UeaeGWxiugJGZbzabKVPS946AkOW6aJ7HVHPnCXKJY94XTsRSHqJLAAQKDljw/8nJiT7//HMdHh5W3rCOu8QE4C9zXiwWadUp/ekcg7ez15HjtwkTjEfSfBtB6dq64f2zm5afGLC4Te4TIvKBvcpi8O9xRovMdM66cMSXVDHbCfvBRYzHY+3v76vX6+m9995Lm+qiEK4UrJ9go1gyDs/OznR8fFyxKHwm8reESTfNa1aq+pqVdrutZ8+eVcg7T6pyYPDUc6IZ/g5VfnOSMgK2WxQRHHxGXxUJibO4WyWuoIBEp9PRs2fP9M1vfjPxEMvl1e7lrpRO+GJVkE/i2bK5MRnJTS/fqokJQIav8Dwfbw/q5lbfpuQrAxY5WWV6RY6g7ppI5nEs9z2K8wG+/qEorpeGkyvx5MkT9Xq9Cok5HA4TP+GDi0HI0nNMfV+NeXx8XFm16c8nM1Kqzmq7u7vpPoQ1WW59cHCQchLchaE+zKZuPUiqhD99ObxUXSLubenWg+eXoAgORuv45vRp7EsHH5b8Hxwc6Kd+6qc0mUz04sULnZ+fV4hX6oR1B2fki8X8edJNyyJOKG4N5azb/6+9b4uR7DjP+2ru05fpmenduS1X3GWktaDkwRYXDAEbRoAAScQXJi+G82BLiRDlQUZixAFCyy8C/OIEiQMFCQQwkAEpMaIYsQPzwUYsWwmMPEgmJZCUllzFS1Jcz23n3teZ2blUHrq/mq//qXO6Z6Z3p4fqHxh0z+k6df5TVf9X/62qtL0AnDq5ntqd+lbSzLDz0kcCLNLCQ3YgtiubNKhsuSSwsfdTu9CyzIXgyecM3fEAHK6cZNRD04o5C6qpoSnJdCZS29BwLXCyAIqkYVzNNuVv6hTl7lMEHJ19OaMSGNQ0UB+EtpPdTUtJNQtNabdgoZQE3GnjgnUeHh6Gfpmbm8P8/DzW19exuroaNAeCHQFUN/JVE4d9pVqSkma52uzKNF7VPLM5LroORct20xz5SIAF0N6hqZ7/NBsxzazg/xYoFJBiQMPOZJiT+0LS7OAJYcyl4B4LFDryzYgChXdrayusoyBYcKdtmh/2vTTrkqSaAs0Zzrh8LrUXgi19Jjy9y5p0HNDqk7EmgzVZrBnC7xQ8CoRqGSQbwlaQtA5AXSfDvjk6OgpgUCwW8eyzz4bokP2d/6vGw53K2P9nSbHmmIwJvJpO+htBQ++L5Zj0zZALkqqFQKu2kYbs+r+W1Xpinc0/zrC6CIqb3Npt81kfnZZcts2wZ61WC8fvMX+BgMG8BiXND7DqrppJdMCSZ/Vx0LmmjkcKDZ/BP12TooNe/S5WS7D2e2yg2/TrNFMziWIzrvVnzM7Ool6v4/79+2HvDAKfJtkpICuPnYKFanZJ97DN1LTQttT2tVpsJ87TTukjDxY6mGI5DUnlrbmSpPbGrttrFAhV05myTdODkQE9hIcDQ5OZqtVqOAG9VCqdSrLShCjyQqEHTrQIHYCak6FnrqpA2YVSdoYm6QDmTKt8aPtYGz7pU4X4POAAnN5Q2ZqnLMNn5PN5zMzM4GMf+xhWV1fDyWaq6XEjI9apCW4MEcdIx4fmSsSAh+9PoVezQ+9N0tB+ItaGxJxe1u/QCSUJuyJumlMpzfnJ+tkhyp/OmgydMqdAz9egT4LldMMXCjEjHPV6PSy4evz4MUqlUouQc/DopjiWqCHosnVeo3Zi4/TkjZES5kQ458LZrhzEBCD1L6i9r7OdmiHWIWfDsOr9B04EOwk4OMvGnmnL0X+iAj82NoYbN27gxRdfxPLyMhYXF7G+vo5qtXpKAKm10WSjBpZEMR+XCn5sUlOwVrDQcgoQ3fRVBB66XmMPk1XTuk1J6rOG+FRrUCHlJisaT+cfQ6R6AK/uaaHfNTnIDkoALSDEcta2p4efbaZ2uV2IxvRwm+eiCUrWFNHBbQFB25Jk7zkPaRjVgiijTTT5WI7L4W3iU61WC22uoEywUCdxJ2T9DTRNkrRZq/nFJrCY/+yi1NNgoS96Hq3iSfKj15JMERUQnUWZv0Ah0AHGgaAJTwoK1mZ1zrWor/Ye8mjBQnMc+EzgZEanp5/fdW9JO5hV4ClY1Hhiu4TxnnYgEAOMTvveJuhpXyixbfQ622dgoLFuRNt8cHAQGxsbKJVKqFQqLYsAFcTPQla7iGkWahar78m21ZMACVLPgsWTeNluUxqAWfNFO5MzGEOgul0bB4IOdp2dOYjpcCOIDA0NBacmgcIOPv5mnZw6c2oIlM+kCUG+qL3E7H8to/4fHcDqQ1KH5pMgBSO+g3VI06E7MDAQnMvqZxofH8fU1FT4PZPJYHV1NWwYpEv5CRSdvo/VJth2tl21jZLCpPpOjGh1k9qChXPuJoBvAJgF4AG86r3/inNuGsB/B3ALwI8B/IL3fts1OPwKgJcA1AF8znv//a5yfUbq9mCMIXesfp09aferQNvFUToI2NE8/EfzFuwg4ODQhCs9b0P55SDiM8mXLr7SWD7DnzbcaN8ROAnLMi+B3zWj0C7y0kEeC2uTv5hW0CnFNCD9TccHtSgS/U3clWtiYiIcqrS1tYVarRbC1dZ31SlpRIT3W3BVENLfFPAV0C/LDDkE8Gve++875/IAvuec+xaAzwH4M+/9bznnXgHwCoB/BeAzAD7R/PubAL7a/OyYdFa1pkjM43uZlORAjZXTXH4bRgROZniNNjBcpyeQs6yCBAWeq0w1vVvb0GoQyp8ONP7OJeGx1GrWo3Va08cmhcW0LP1f+96GR9vlyNg+UYpNGNY/oxET1qOgCSBEsJxzWFxcxMbGRtASNSu2k7Gp7W21ylif6bvF3vG8YNUptQUL7/0KgJXm94pz7l0ANwC8DOBvNYt9HcD/QQMsXgbwDd/g+DvOuUnn3HyznlTqdDAIb4m/JTkbuwkwMZ9K0m82PTpWlyYdESgYarVtYx2kuuSd6nBMXdUwHUFLNR9qPGqnq9/C2s0sQ3Cxwq9/9h2SNLRuTwLWZ6Hvxk9tP16jkOpJbd43Ij2zs7O4fft2WFi2ubkZ9l49Pj4+FXWxFAMuJXUaW7MxNu4IbDZS0822PJPPwjl3C8DPAPgugFkBgFU0zBSgASR/JbctNq91BBZUt+wMpLOO9ZonCR/r1IEyMDDQ4pRSAaDAxtKJ08DAuZPTw3SAsYym92rkQe1UTRWm2s9NZ/jOyhfzKzRZiqqwVfOto5C/kQ9uJsNzMggO5CebzaJQKKBQKODw8DBEA7jfAzfMpeakqeM2BKo8WO3KOm+1vJpNsffS9tXt+bTttL/4ybo0f0KBzQqhJqDdvXsXR0dHWFpawoMHD/D2229jdXUV1WoV+Xw+8Kzp+trPsfU55NuaE8p72njXUHS3NYyOwcI5lwPw+wB+1XtfNp5a75w7E2fOuS8A+ALQ/Y1FL4PU3icpEOg1q25b9ZHaB9Or6/V6y4pCAh4PPyZY8NM6NZW/NKJ/wolnH0DYl1JnTZolqi0QMKilpPVpbEDHfDLn9VMk1aNmY7s2Ue3U5mtwohkcHAznlkxNTYXVurzP9nWM2mnInZJqUE+COgIL59wwGkDxu977P2hefkTzwjk3D2CteX0JwE25/ZnmtRby3r8K4FUAGB4e7v3QRxvSZd4kDSECODVbsrxNNqJg8lPzJjT8qk5MTeTSAcqZkaTqrJ1hnXMhGsBIDYDglOX76FoPquUqWAQBmjRWaGPqtOUpBhKdmijW1CDP5JUAZ30lSUKt7cN6NIckk8lgcnISk5OTKJVK4VgDW4flLUkDYNnYbltJpKaPmi/dpE6iIQ7A1wC8673/bfnpNQCfBfBbzc8/lOu/4pz7JhqOzVI7f4U2WC84Lc9D1mwCTtRONUN0VqaGoLO25kdwZtfNV3SQs6wKp35aASQl/TYwMIBMJhOAgkBEwVC1XPM8eK/WpyBod7qKzX521k6iTgVA61IB56fyof4B+i+Ur5i5QvOQ5iKPgARaz3O15mPsfXTsWznQz3YaiL5zu/LnoU40i58F8EsAfuCce7N57UtogMTvOec+D+BDAL/Q/O2P0AibPkAjdPqPzsvck/LqPgmKCYH6QVSNpQOT34+PGwfeaNam9ydnnOpWdKxHHaL6rCSnIe+3jjIty4Vu9jg+rmXhWZ9qg/NTl5EDp2d3nYntn4Zqbfvpc87SF2o+8FpaeVsmpnUpyFjNhGZhtVpFrVYL78Q2jvlu0niJfW8nD1wmrxpLNyffTqIh/xdA0hP/dqS8B/DFszISQ9ePGumMrPs0qnrPAUXvvHroWRZoBYeYMHXqjdd6hoeHkcvlUK/Xw1GGDBVy014CgqrtnEVVGPRT39c6p/m/3RqPv6sZ1ak9bsdPO98JSdV+fSfg9Apl+iyAkwOUt7e3UalUUKvVkMlkgqbCehVM9fkxrTrNHEt7F+0fa4JelHomg9OqxlcRMM7CM6MWSSoyBct6xGOmjv1NBS+NL7XV1TNP4eZ+G9evX0cul4NzJ9mcfHaaM5WCYrUKWy7WhlbDSDJfYveSt3aOc20vlmP4l/1h20qBa3R0NOwhwiMguRmy9hk1iyQtJwYYqrl0Kg9WC+p20KBnwIIUGySWzpKPYYUrpqbHyrYbyEmqviZW2W3j+Jtm49l1HTpbx5KElAedtSxvKgDWbFBthH4T5xpntHKQjY6OYmpqCrdv38bt27cxPT2NgYGTBCY+iyYLfTF2FakCn30P9RdYDcoKSxJIWEFTodZduHTRnK0zZi6xHl3UNzo6Gtb1DA42dmHf3t7G5uYmPvjgA2xtbWFvbw/5fL6lXr6zmp3WpCGpf0v7vlPS9u+mVgH0EFhYW/ppP9tSDBAsf2ob8jrzN3SwxmYLW48OGtbJTWAtIOg9dvZTIVS+7Hvpu1AouNSdGg93GL9+/XqIklg1N1Z/zG9jsxD5TApHbCetJGdfO7IOTKA1P8L6M7TPLKApDwyVHh83UsAJlLVaDZubm6hUKkHj2N3dBXA6DVsBhG0Z0zRi1zohC4Dd1C56BiyA5My0btef1vCxZB9SkuNIZy1VmQkYNiFI1XjNn7Azjk2wsQPYzpLWzub7WOHW9tBBrNGbsbGxcMgQj0ukkHAdC99b300HuoKfmgW2b8m75c3OurG+iwG6Cr7yQo3L9mfsXqu9sh/t9d3dXZRKpXCSGctZk4g8aNZs7L0UVM9CbC/b/92Un54CC1LSC6oaeRZTJK3OmHCRkmxFFQq7JkAFjza+htSs3aoCoQCjHW+dmdRgYveT39haDnV6aX2qegONqMjk5CSKxSLy+XzLdv0qNLYtNCRsTQryooJkNYaYgFHArQDZXAkl66/R51mBt45lW6dqdcyZ4Yrfg4MDbG1tYXNzM2yKo+eKaJ/YflD+tO30GrUvzaFIeldNs9es3/MATxL1HFi0Q0ILGLFGTBLyTupPQ2UCgJ3xWI5CQQDhMXx6oLBVD+0sS8HlNbvUmwNR98LUWUlNGPpL1B9A4WM5XVnKJKxsNotr165hdnYWk5OTp5ZtW82HfOs1O0NbH0Ra3ygQaJu3uy92PWa+KS/WGRzrT5qDXIfDtqxUKlheXsbq6mpLli33JokBBXlg32o5TirAyfaHDJ/reSvahtb3w/YjfSSjIedFwFhnpJUF2qeXK9ikzRBJaqrmKGQymZZBoIMEOMn45D2WX+/jG9mwDuVTTQoOLs6GKjAq0Jrzwd94bGGhUAg7jatWEDMRFAj4pyZZbOYmv0qqOcXMMH2W9o/lI0bs95j5oXVZnuwGQWwvni1SLpcDQAMnGa+djE19ljq+OY7s5MD3UPC0QBqLUHWDeh4s7AChGp0k7LF6Yo1m7eeYSmxnpVg4TsOCqtZzW3+eUaq8qKDrHhDKq4JJ0pb+FF67DwY99ty3k9qJno06NjYWlp7znJH9/X0899xzuHPnDj7+8Y+jWCyG3cYHBgawu7uLvb29kKTlvQ/rRnRRnGocCpRsL+0ju4dDrB8t4Nj+0LpjpH2pkRc12ZLGE+9hmUwmA+caW+u98cYbuH//PnZ2dlrMJW7ka+vRSJm+CycERqP4bnwnjaBZk09D7/quZzXTO6GeAwsVOkVmHUxpWkGSjyFmUnRyv9UkdGaigKgjk6r84GBjHwiaIZzl9Tk2XVu/k9QnQr51cxkALSoqnWgcXOpbIP/cYYu7a1HonXO4du1aOPiIZ3nS6Tk8PIyjo6MQPqWAKF/aVjoTaluqQFizUsu1m5W1Xs7+CppqzyeNC1tW25mhYrY3TYNMJoNSqYSHDx9ie3sbtVqtJUTeia8gxk8M+IE4mMW0MhKzgdPKnId6BiwspfkdngbZGT6pDDuYyTwAwiDjH9VW7Ti774MuXSZpvoBV3XX9h/3d7gWpqjz/12usi9vH8eAjOvH4TvwkT7YtCBix2d4CRVp7n8UkjYF5GsV+j2mvpBgAHRwcoFwuB6BgCrx9V61fx7OGjK3Jm6RRJYGZDcVa/rtJPQsWvUAWme1gsOq3eqN1PYWGR3lfzJzRwUJNRHmI2fc6qypI8JQyG4rTWZ3njXDGnJiYQLFYxMTERNjPQn0gyqNNHtIokC2TJERp7Z7kHEyjmFDZ56rTtZPIGrUw5W1vbw+bm5tYW1tDvV5vaR8gvlrU+r5UO7QmrOWdviUFG9ahoM+ySZrURalnwOK8Ds4nQWoW8H/gdF6DvYe/6VmmujSadcQGr7VxddCoja0zNP0DNCN4rgdTkHW/Ta2XA417X3BPBmoV3KzX7lJNnigYMZPMzsLWEadtpQLbqekRax+tN8lZGWvz2LYCsefo+z1+/Bg7OztYXl4O57ZQq2AfcUFXjBQU7PYEVquIhdntmNR69TsnpG6CRs+ARa+S7QQlndXV8TQ6Ohp2n7L2ub0XaF30ZR1hWtYKAwcpBb9araJSqaBarYZl7XrmBwc8+eJGNSMjI8jlcpiZmUGhUGjZocsOZlWLkwRbAS2mVVhHpgpQOzPCal8xkLFAYc0M8qZlLP/6u+4Zsre3h7W1NSwtLaFer7eEuumv0pR4y7t+j00A1lTU+5IEn/xaDdaOq4tST4CFOt8UoS9D24gBQppKCaBFnYztbwDEN76xpB56VTOVFxKdXtx7gkCxs7MTDixiQphuc8cICH0VrHNsbAzFYhG5XA4jIyNhW0DOZtZhaQezdeDG8i5Y1oJDkpZmKWlM2GvWDxCrk2U0OkKeLZDQBKBmsb29jfX1dezv74fNe4+PG2fCDg4OnooAJb2Lmg4xDdDybR2gfA8CFp3sdivGNM3pLNQTYEHqdqjnvKRqslJsFrKdyhPSmaNAL7qNdGiYTe8nceBoR1PAj46Ogk9Cz0CtVqvY3d0NQkD7VX0bKjwHBwfI5/OYm5vDJz/5Sdw/BmvpAAAU90lEQVS6dSukdQMnvheq1AQQzQ5lRIUz78HBQTBjmMMRa19GWWL+H/5u+yON1MehmgWv6WwfMy8tYJCv/f19DAwMoF6vY3t7Gx9++CHu3buH9957DwDCZspqdljBt/6KGDjquCAPqn1oPTGHLPuXfQac1uwuql30FFhY6qa9pcKnqM4GtX6K2AymMysHiK79oNNKzzDVQcDdp9TxxzwKa6MygkIw4DOZ67C7u4tarRZOM+NJ6wperJdgwVWT/H1gYCCcvfrMM89gdnY2ODYfP34cgI6CxhAt28Y68hRkVdh1q30LnHbfDt3hXNVrfYZV1ZP8HdYcYt/a/JShoaGwnX8mkwk+BwJ5tVrF0dERNjc3sbS0hIcPH6JSqWB8fDwcdwicHINIE1D5iGmn5F3HEsvrWNCtFbU+9ZGos5bbGSY9+7zU02CR9KKd2LZPizgb6eCjz0EptscB79Ul0dr57HgmVhEUuNkKB7ieHQKcFiISZx7eMzQ0hImJCUxPTyOXy7XkCmjSj1WVrd8iZp7EBNf+JZkg9i/NEZhEnGm1f+wsHfufgMU1IPT17O/vo1wuY2dnJySwdWMcKsBaU01/T3pHkmpL+m4/UQ5Oq2pp4z5twODzY44qm1zF2UDXeahwsKzmMajw6XqESqWCvb097O3tYX9/HwcHB+G71s16VGOymtLg4CB2d3dxfNzIRrx+/TpmZ2eRy+Va/Bm6N4WCA+viH5O1gJMjDKyfQu9Xobf2tAUInUE7BaWY1qEajPaVahqslxqZ7pQOAAcHB9jc3MTq6ipKpdIpE4rPTHOcplGa3yYm8NYvo6AaWxHcDepZsIh1RAwwLsMJSlKbV9VATdGmqh8j3sdBHTt1jAlAND90R2+7tyefR94UQDiY6CsYHBzE9PQ0FhYWMD8/j2w2G3wNQOsCq6Q2VlAicFibX1erKr/WFLTtqsBrQ4DWYdrO6cl3J4DrM1iOm9LYccd3ODw8xNbWFlZXV1GpVKLCGAOvNFJTJMYzEF+hajVuHXvW39NN6lmwIMU0i1iH2nu6qX6l8aaDTrUFtTMpKPQH6KIkHk/ItHD6NqhJVKtVlEqloFHwXt3T0r6vcy7MzBRg8sP/x8bGcP36dczPz2Nubg7j4+MtNnMSxdpVQ3YxLz4pFhpUsEt7rjVh7DMsaOisS03B5oKwXvW90CTUFbs8wKlUKoVoE7VG+p0uSklaib5HzLSLgYYF225RT4KFqs8xzYLXz4rkFyXLQ+zZ9khB4GSVopoEGqHg4ce67wWjG+VyOQxO6wshEGm4GTiZSdUUoZZCE4dRkOnpaUxMTETzKawwxmxgBQm7J4Mu1dd6td0U8GKmjq07CRBi19Tc0DI687Jedaiyb9hv9Xo97NrNU+BsWPIsk5OdZPhOChYxv4Ude/a6vi/HSVJy2HmoJ8FCKc0m7eR6N8nOSNZvQq2iXq+jVqshn8/j+Pg4rLHQyAmzPMfHx8N+F/v7+9ja2sLKygoWFxfx4YcfhoxMFRwN16kKCrQCrYYD6aw7PDzEnTt3cOfOHTz//PO4ceMGisUiSqVS4uxsZ08NMQII5pOCjN2SPkkj0YQ2Ci1NLKtNUEDtrBmrmwKjAK3hXmvW8nfyzmtbW1v44IMP8M477+Dhw4ch+qHOX6VOtVor6Bagk9ospmGQZ4IzAZB/H8k8C0sqkFbDsOVsQ/M6SQe+jYnbsixvZ8GYSscBo6v86IDU54yMjAQHoh54PDo6ipGREVQqFWxtbeHBgwdYX1/HxsYGKpVKS8p2bNa072JnOudccNTxcGN1auqqSppBOtOx/fXsU20zCp9GT1SQyKuaKuTd+hGAE82MbUrti++k75emMfB/fRc7i9txpX4Ibsq7vb2NpaUlvPvuu9jb2wvP1r1L+H7URGKzeUwT0DbU9tL3Yx9w2TvfQ3NIVEvVcZnL5VAul0+djnZe6mmw6NTmSkJy60toV4fVHGzdVmh1cOrgs5ERdjBTwLnIjH4Cmh0bGxtYWVnB+vo6yuVyyypW5UVVZPXuW36VH+dOtvGfmJjA1NRU2DIPQFjHYoVKZ1wFTh3k+r/O4BzIdKhqe1lTxIIAnxkbA7Hy2t+WHytISuxPhpS1zQlOm5ubWFlZwc7OTpgUYkc62rGglDZGO9GKYxqM1kFQYX3UXLupafckWMQAImZD629J1+096vFOUvsseuszFMl5zYZObZ0U7Hw+HzaSYUo40Nj0dWNjA6urq3j06BG2t7dbFnlxICsvdha1ERm+m64HGRoawvDwMAqFAqanpzE+Ph7KWM3AAgPQuh+lahS6spblFSxifarvosCcBOxqTsTKWWDWuq35wvLahiMjI2HDIN5/dHSEUqmER48eYXNzs+UYSZpKbBflI8lEjgF6THuN5X9Y0jZjf5Of4+NjjI+Po1gs4uHDhx2bRu2oJ8ECOI3EmljDv1gkIKkObXRVRW25NCSOaR8UNnbY6OhoOMWLu0xxrQWXfqtP4ejoCLVaDUtLS1heXkatVgvvZvMBlA9N8rKDy6rmGgXIZDIoFAqBD/oNNMRpBzCJWohqKjyMKNYX9NcoX/ZPSQGXvOgzbV5ETMNToFJSrTAmiKzz8ePHob6joyOsrKyEbfNseJrfrcbJ67F+iQGFOjatVsq6dKyqOaekoenJyUksLCzg/v37qFQqp/ryPNSzYEFS77iCRcz+O2u9SRpJ7H+SDkQKO73jw8PDmJqawvT0NGZmZjA3N4fJyUlMTEwEn4Dd/JVrDhYXF7G+vt4ye3E2tIPGahF2IFqfA69ReOmroO0dMy9iIKwahgozPy142lCe/q/L7vkb21PBgu3K9ta2sHzFNJskLSmpj8kPJ6f19XXUarUWTVNDwNq+SRQzE1XjYR3cK9WOcfX5KHEisL6ZbDaLYrGIhYWFsNlyN6inwSLJlosJ9nkAI+aXsP9b25qfmhHIa2NjY5ifn8fMzAxmZ2dx7do15HI5ZLPZlg6lx//w8DD4KtbX11GtVlvMHAUGvV/NjFib8TcOxqQwLa/F1NxYm7Bu3hcLt1qiaqwZj6yPzkHNS9Hnkl/1i9g1EmmUNOsrz+SFPghdhKXZs+wvalQ0E2Nmj5p/SVpU7J4kE0zHt9bN+yxQLCwsYGZmBtPT06ntc1bqObCwMWZdF5Bks8cGqpbVWcB60JVYlio+Z02tj2dGKG9Mm56amsLdu3fDvhBjY2Mt+13SKz00NIT9/X1UKhW8//77uHfvHtbW1gCcZAuOj4+37Pid5KewGkVMIJ1zwYZlqHRychLAyZqVYrEY0sdjRM1BNQkChmZ+xnIEdKGcmpEEXC6GUx8A99SwmaQabuU17b+kttJxoO1FTY/mHw80fvz4MdbW1vDee+9hbW0N3vuwAlfTqRVoVfPTHb6VJwUw1ZbtxKiLE4FGqJ27mulEwO/Uap999lm88MILmJqawuzsbMsxFBelngILa4tRTQbQotqyga2KGSNrQ8e0kBiyxxxPQGNA7O3tYXh4OKwyLBQKuH79OhYWFjA5OYlMJhPCpJwN6QQcGRnB3t4eBgcHw1byBAoO3uHh4XCSOa+TB/UNWKFUYkiUoDcwMIBcLodCoYB8Ph+0IwoIczlikQvWz/6xpodt6yT/gM62nKmpXfDd1QRRU8JGdmz/JQGE9qN+kh8KXblcxtTUVBhzlUoF5XIZa2trQWC1Ll1Jq2NKw6l2fFnnurab1RYVOJ1zYaMi4EQz5TuMjo4im80ik8lgdnYWc3NzyOfzGB8fP6WtXYR6Cixi6r/9TPNVdKtRNCdAVXobJnPOhUxImh/cPEZ509WPIyMjODg4wM7ODjY2NrC9vY3d3d2ggXA1qNZhZzDbTrYt1FfB546PjyOXy4VwqYYfOcvb8JvO6Nb+tyFWS9pfFtzsTKrtbPvb+j30tySK+S5iZfhcAis1IO46Vi6XWxK01BQDWn0oFhhjgMbn8VO1VvVVsH2VdKLQPBb+ls1mMTs7ixs3buDatWvBqd5N6gmwiDnx7O+kmHDYMhclndmUqH4yuWl0dBTFYhHz8/O4ceNGCEfSzmbnMkTK+w4PD8NuS1tbW6hWq2G2pi2sG7QmmSBJZIXSOYdMJhOOJOQgsnawbQMCBtuDg9SuRmUd9n7lRfnWmVRVdwtOWl7fLSaI+ql1pAGL/q4aE4F8eXn51Oliep8eChSrW8maHxrdiJnGMS1IIzf0qRweHiKfz2NychI3b97EwsICCoVCyKlpB6xnoZ4AC2vPqmDEGtPOcizXDdIEJNqEdnYZHBwM2+bTkaRRDwoVwYEzyNjYWDhId3l5GWtra2G5M3CyhgRAMAeSBrw1P6xAqfDTBGGkRgVE30udhzGzLNbm1hdg1W/Lb6y9Y58x04u/xwTxIsRNbyiA1WoVi4uLePjw4aloQwyslF9+b2cSsa5YGf1f259twXFJACkUCpibm8PNmzcxPT0dErJUA+6GfPQEWJBisWOSnSntb90idopVPdlReh4ItQpmQzJjTlO6h4eHWxym+/v72NnZweLiIpaXl1GtVkPna9g0ZpLF2iQGFupII7hls1kUCgVMTEyEcnYfB5uHwnpjs6HVRJL6zr4Ly9mMR0uxuvhesfJWyGJknYb6fplMpsX8ePToEZaXl089I60v9NlJPFogSXO4a500lWiqUsMbGhpCLpdDsVgMZ9Oq5nhRIFXqKbAA0mcJFQ6rgShdFElVVVYHEaMfBIJ8Po/p6WlMTU0F772mC6uwUp2t1WrY2dnB6uoqtra2wia6XAbNgUHnoVVHrQahn1pWY/P0WWQymZajFK3gxYAnBl4sY/0QSWQFLG0pfOz9WDYGFDETJKnuGF8EPtUi9/b2sLOzg83NzdCW+s7KX+yaBVbLk/3N1mF5dM6FDFOOIy7e01Pvstksstls8JGlych5qC1YOOduAvgGgFkAHsCr3vuvOOe+DOCfAFhvFv2S9/6Pmvf8OoDPAzgC8M+89/8r7RnaYbaTGc6LJevwXmtLXgQsdNbhHhLslKGhIdRqNdy6dQu3b9/GnTt3MDMzE0Kk3KCWnmgOtOPjxkKscrmMt956C6+//jref//94M9gmWw2G9rCqv0ackwanHbvCkZWstlsiNbQf+KcCxEb5jrorl70vtvwJcm2tZpt5Nf2D+8jaXRANUcbjtR3jQlAJ/6JGGn2KmftjY0NfPvb38brr7+Oer0O505ORbdJcjGTgn1hd0hTsj4lvc9qHZp8R18WF/Xt7e1hdHQUzz//PO7evduShDU0NIRsNtu1RWRAZ5rFIYBf895/3zmXB/A959y3mr/9e+/9v9XCzrlPAfhFAH8dwAKAP3XO3fHep66T1RmCA1BXH8ZsxzT1TcspANhZzc6mKpQ2O5JlxsfHsbCwgFwuFzQBqvI0RbxvjYUPDg5iZWUF29vb2NnZCYOeg4bCRhUz7d0UIDjIVaBZ7+HhIbLZLPL5PHK5HICTkJ8uHAMQBpnNNtScBuuRZxnWY80N4OSYRtsn9n99rgqMLaPPVpBQwaXwW7LX+P/R0RHGxsZQKpWwtraGlZWVlrAuAdVmndp3JU8WzDT0G+ODvNvFbto/vJ/mB1fFDg4Otvii1FFrE+EuSm11FO/9ivf++83vFQDvAriRcsvLAL7pvd/33n8A4AGAF7rB7GUThZ85FurATHJgKQjV6/WwP4XONkm2fqeUVFYFO8Znkgr/k0bcDYubIWtGaS+RRqN0HI6NjZ2KtjwJcmdR151ztwD8OYC/AeBfAPgcgDKAN9DQPradc/8RwHe89/+1ec/XAPyx9/5/mLq+AOALzX9/CsAmgI0LvMvTpGu4OrwCV4vfq8QrcLX4/Snvfb59sTh17OB0zuUA/D6AX/Xel51zXwXwm2j4MX4TwL8D8I87rc97/yqAV6X+N7z3dzu9/zLpKvEKXC1+rxKvwNXi1zn3xkXu78hV6pwbRgMoftd7/wcA4L1/5L0/8t4fA/jPODE1lgDclNufaV7rU5/6dIWpLVi4hgH0NQDveu9/W67PS7F/AOCHze+vAfhF59yoc+42gE8A+IvusdynPvXpMqgTM+RnAfwSgB84595sXvsSgH/onPtpNMyQHwP4pwDgvb/nnPs9AO+gEUn5YrtISJNebV+kZ+gq8QpcLX6vEq/A1eL3QryeycHZpz716SeXeuPY8j71qU89T5cOFs65v+ec+5Fz7oFz7pXL5idGzrkfO+d+4Jx7kx5l59y0c+5bzrm/bH5OXRJvv+OcW3PO/VCuRXlzDfoPzbZ+2zn36R7h98vOuaVm+77pnHtJfvv1Jr8/cs793afM603n3P92zr3jnLvnnPvnzes9174pvHavbW2G4tP8AzAI4D0AzwEYAfAWgE9dJk8JfP4YwDVz7d8AeKX5/RUA//qSePt5AJ8G8MN2vAF4CcAfA3AAXgTw3R7h98sA/mWk7KeaY2IUwO3mWBl8irzOA/h083sewP9r8tRz7ZvCa9fa9rI1ixcAPPDev++9fwzgm2hkgF4FehnA15vfvw7g718GE977PwewZS4n8fYygG/4Bn0HwKSJaj1xSuA3iS41G9gnZy/3XPum8JpEZ27bywaLGwD+Sv5fRPoLXhZ5AH/inPteM/MUAGa99yvN76toLLTrFUrirZfb+1eaqvvviEnXM/w2s5d/BsB30ePta3gFutS2lw0WV4V+znv/aQCfAfBF59zP64++odf1ZFipl3kT+iqAvwbgpwGsoJEN3DNks5f1t15r3wivXWvbywaLK5Ht6b1fan6uAfifaKhrj6hiNj/XLo/DU5TEW0+2t+/hbOBY9jJ6tH2fdKb1ZYPF6wA+4Zy77ZwbQWNp+2uXzFMLOeeyrrE0H865LIC/g0a26msAPtss9lkAf3g5HEYpibfXAPxy02v/IoCSqNOXRr2aDZyUvYwebN+nkmn9tLy1KV7cl9Dw3L4H4Dcum58If8+h4TV+C8A98gigCODPAPwlgD8FMH1J/P03NNTLAzTszs8n8YaGl/4/Ndv6BwDu9gi//6XJz9vNQTwv5X+jye+PAHzmKfP6c2iYGG8DeLP591Ivtm8Kr11r234GZ5/61KeO6LLNkD71qU9XhPpg0ac+9akj6oNFn/rUp46oDxZ96lOfOqI+WPSpT33qiPpg0ac+9akj6oNFn/rUp46oDxZ96lOfOqL/D3MOy41Y7EikAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "im_gray = cv2.cvtColor(im, cv2.COLOR_BGR2GRAY)\n",
+    "plt.imshow(im_gray, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 108,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found 1 face(s)\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Draw high-confidence faces\n",
+    "faces_dlib = detect_faces_dlib(im,pyramids=0)\n",
+    "print(\"Found {} face(s)\".format(len(faces)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 109,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found 1 face(s)\n"
+     ]
+    }
+   ],
+   "source": [
+    "dets_mtcnn = detect_faces_mtcnn(im)\n",
+    "print(\"Found {} face(s)\".format(len(dets_mtcc)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 110,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f43a878ae10>"
+      ]
+     },
+     "execution_count": 110,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Draw faces dlib\n",
+    "dst = im.copy()\n",
+    "for face in faces_dlib:\n",
+    "    x1,y1,x2,y2 = face\n",
+    "    cv2.rectangle(dst,(x1,y1),(x2,y2),(0,255,0),6)\n",
+    "\n",
+    "title='dlib detect: {} detections'.format(len(faces))\n",
+    "plt.imshow(dst)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 111,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f43a87442e8>"
+      ]
+     },
+     "execution_count": 111,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Draw faces mtcnn\n",
+    "dst = im.copy()\n",
+    "dim = im.shape[:2][::-1]\n",
+    "for det in dets_mtcnn:\n",
+    "  bbox = det['bbox'].to_dim(dim)\n",
+    "  cv2.rectangle(dst,bbox.pt_tl, bbox.pt_br, (0,255,0),3)\n",
+    "plt.imshow(dst)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 112,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Copied from https://www.learnopencv.com/head-pose-estimation-using-opencv-and-dlib/\n",
+    "def get_pose_dlib(img, pose_points):\n",
+    "  size = img.shape\n",
+    "  # Camera internals\n",
+    "  focal_length = size[1]\n",
+    "  center = (size[1]/2, size[0]/2)\n",
+    "  camera_matrix = np.array(\n",
+    "      [[focal_length, 0, center[0]],\n",
+    "      [0, focal_length, center[1]],\n",
+    "      [0, 1, 1]], dtype = \"double\"\n",
+    "  )\n",
+    "\n",
+    "  dist_coeffs = np.zeros((4,1)) # Assuming no lens distortion\n",
+    "  (success, rot_vec, tran_vec) = cv2.solvePnP(\n",
+    "  model_points, pose_points, \n",
+    "  camera_matrix, dist_coeffs, \n",
+    "  flags=cv2.SOLVEPNP_ITERATIVE)\n",
+    "\n",
+    "  # Project a 3D point (0, 0, 1000.0) onto the image plane.\n",
+    "  # We use this to draw a line sticking out of the nose\n",
+    "  return (success, rot_vec, tran_vec,camera_matrix)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 113,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "regions = {\n",
+    "    \"outside_mouth\": {\n",
+    "        \"points\": list(range(49, 60+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"inside_mouth\": {\n",
+    "        \"points\": list(range(61, 68)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"brow_left\": {\n",
+    "        \"points\": list(range(18, 22+1)),\n",
+    "        \"closed\": False\n",
+    "        },\n",
+    "    \"brow_right\": {\n",
+    "        \"points\": list(range(23, 27+1)),\n",
+    "        \"closed\": False\n",
+    "        },\n",
+    "    \"eye_right\": {\n",
+    "        \"points\": list(range(37, 42+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"eye_left\": {\n",
+    "        \"points\": list(range(43, 48+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"nose_bottom\": {\n",
+    "        \"points\": list(range(31,36+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"nose_bridge\": {\n",
+    "        \"points\": list(range(28,31+1)),\n",
+    "        \"closed\": False\n",
+    "        },\n",
+    "    \"jaw\": {\n",
+    "        \"points\": list(range(1, 17+1)),\n",
+    "        \"closed\": False\n",
+    "    }\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 114,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "roi = faces[0] #biggest face\n",
+    "# Convert back to dlib.rectangle for predictor\n",
+    "roi_dlib = dlib.rectangle(face[0],face[1],face[2],face[3])\n",
+    "landmarks = [[p.x, p.y] for p in predictor(im_gray, roi_dlib).parts()]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 115,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f43a86fb748>"
+      ]
+     },
+     "execution_count": 115,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Draw landmarks as dots\n",
+    "dst = im.copy()\n",
+    "for lm in landmarks:\n",
+    "    cv2.circle(dst,(lm[0],lm[1]), 2, (0,255,0), -1)\n",
+    "\n",
+    "#imx.pltimg(dst,mode='bgr',title='Facial Landmarks (dots)')\n",
+    "plt.imshow(dst)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 116,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f43a87356d8>"
+      ]
+     },
+     "execution_count": 116,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Draw landmarks as lines in groups\n",
+    "dst = im.copy()\n",
+    "\n",
+    "rclosed = False\n",
+    "for region in regions:\n",
+    "    x2 = None\n",
+    "    y2 = None\n",
+    "    rclosed = regions[region]['closed']\n",
+    "    for pt in regions[region]['points']:\n",
+    "        pos = landmarks[pt-1]\n",
+    "        x1,y1 = (landmarks[pt-1][0],landmarks[pt-1][1])\n",
+    "        if x2 is not None:\n",
+    "             cv2.line(dst,(x1,y1),(x2,y2),(0,255,0), 4)\n",
+    "        x2,y2 = (x1,y1)\n",
+    "        \n",
+    "    if rclosed:\n",
+    "        pt = regions[region]['points'][0]\n",
+    "        x2,y2 = (landmarks[pt-1][0],landmarks[pt-1][1])\n",
+    "        cv2.line(dst,(x1,y1),(x2,y2),(0,255,0), 4)\n",
+    "        \n",
+    "#imx.pltimg(dst,mode='bgr',title='Facial Landmarks (lines)')\n",
+    "plt.imshow(dst)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 117,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "pitch: -10.7890555409979, roll: 22.905969823333773, yaw: 2.9906363814065204\n",
+      "[[[191.68020825 140.30162719]]]\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f43a86810b8>"
+      ]
+     },
+     "execution_count": 117,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "dst = im.copy()\n",
+    "\n",
+    "pose_points_idx = (30,8,36,45,48,54)\n",
+    "\n",
+    "# 3D model points.\n",
+    "model_points = np.array([\n",
+    "    (0.0, 0.0, 0.0),             # Nose tip\n",
+    "    (0.0, -330.0, -65.0),        # Chin\n",
+    "    (-225.0, 170.0, -135.0),     # Left eye left corner\n",
+    "    (225.0, 170.0, -135.0),      # Right eye right corne\n",
+    "    (-150.0, -150.0, -125.0),    # Left Mouth corner\n",
+    "    (150.0, -150.0, -125.0)      # Right mouth corner\n",
+    "])\n",
+    "dist_coeffs = np.zeros((4,1))\n",
+    "rot_vec = None\n",
+    "size = im_gray.shape\n",
+    "\n",
+    "pose_points = []\n",
+    "for j,pidx in enumerate(pose_points_idx):\n",
+    "    landmarks = [[p.x, p.y] for p in predictor(im_gray, roi_dlib).parts()]\n",
+    "    ff = landmarks[pidx]\n",
+    "    pose_points.append((ff[0],ff[1]))\n",
+    "\n",
+    "pose_points = np.array(pose_points, dtype='double')\n",
+    "(success, rot_vec, tran_vec, cam_mat) = get_pose_dlib(im_gray, pose_points)\n",
+    "\n",
+    "# --------------------------------\n",
+    "axis = np.float32([[500,0,0], \n",
+    "                      [0,500,0], \n",
+    "                      [0,0,500]])\n",
+    "\n",
+    "imgpts, jac = cv.projectPoints(axis, rot_vec, tran_vec, cam_mat, dist_coeffs)\n",
+    "modelpts, jac2 = cv.projectPoints(model_points, rot_vec, tran_vec, cam_mat, dist_coeffs)\n",
+    "rvec_matrix = cv.Rodrigues(rot_vec)[0]\n",
+    "\n",
+    "proj_matrix = np.hstack((rvec_matrix, tran_vec))\n",
+    "eulerAngles = cv.decomposeProjectionMatrix(proj_matrix)[6] \n",
+    "\n",
+    "pitch, yaw, roll = [math.radians(_) for _ in eulerAngles]\n",
+    "\n",
+    "pitch = math.degrees(math.asin(math.sin(pitch)))\n",
+    "roll = -math.degrees(math.asin(math.sin(roll)))\n",
+    "yaw = math.degrees(math.asin(math.sin(yaw)))\n",
+    "\n",
+    "print('pitch: {}, roll: {}, yaw: {}'.format(pitch, yaw, roll))\n",
+    "\n",
+    "# --------------------------------\n",
+    "  \n",
+    "  \n",
+    "if success:\n",
+    "    # X vector\n",
+    "    (nose_end_point2D_x, jacobian) = cv.projectPoints(\n",
+    "        np.array([(500.0, 0.0, 0)]),\n",
+    "        rot_vec, \n",
+    "        tran_vec, \n",
+    "        cam_mat,\n",
+    "        dist_coeffs)\n",
+    "    # Y vector\n",
+    "    (nose_end_point2D_y, jacobian) = cv.projectPoints(\n",
+    "        np.array([(0.0, 500.0, 0)]),\n",
+    "        rot_vec, \n",
+    "        tran_vec, \n",
+    "        cam_mat,\n",
+    "        dist_coeffs)\n",
+    "    # Z vector\n",
+    "    (nose_end_point2D_z, jacobian) = cv.projectPoints(\n",
+    "        np.array([(0.0, 0.0, 500.0)]),\n",
+    "        rot_vec, \n",
+    "        tran_vec, \n",
+    "        cam_mat,\n",
+    "        dist_coeffs)\n",
+    "    \n",
+    "    \n",
+    "for x,y in pose_points:\n",
+    "    cv.circle(dst,(int(x),int(y)),3,(255,255,0))\n",
+    "\n",
+    "# X\n",
+    "print(nose_end_point2D_x)\n",
+    "p1 = ( int(pose_points[0][0]), int(pose_points[0][1]))\n",
+    "p2 = ( int(nose_end_point2D_x[0][0][0]), int(nose_end_point2D_x[0][0][1]))\n",
+    "cv.line(dst,p1,p2,(0,0,255),2)\n",
+    "\n",
+    "# Y\n",
+    "p1 = ( int(pose_points[0][0]), int(pose_points[0][1]))\n",
+    "p2 = ( int(nose_end_point2D_y[0][0][0]), int(nose_end_point2D_y[0][0][1]))\n",
+    "cv.line(dst,p1,p2,(0,255,0),2)\n",
+    "\n",
+    "# Z\n",
+    "p1 = ( int(pose_points[0][0]), int(pose_points[0][1]))\n",
+    "p2 = ( int(nose_end_point2D_z[0][0][0]), int(nose_end_point2D_z[0][0][1]))\n",
+    "cv.line(dst,p1,p2,(255,0,0),2)\n",
+    "\n",
+    "#imx.pltimg(dst,mode='bgr',title='Head Pose')\n",
+    "cv.putText(dst, 'pitch: {:.2f}'.format(pitch), (10,30),cv2.FONT_HERSHEY_SIMPLEX, .5, (0, 255, 0), thickness=2, lineType=2)\n",
+    "cv.putText(dst, 'roll: {:.2f}'.format(roll), (10,50),cv2.FONT_HERSHEY_SIMPLEX, .5, (0, 255, 0), thickness=2, lineType=2)\n",
+    "cv.putText(dst, 'yaw: {:.2f}'.format(yaw), (10,70),cv2.FONT_HERSHEY_SIMPLEX, .5, (0, 255, 0), thickness=2, lineType=2)\n",
+    "plt.imshow(dst)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 119,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def face_orientation(frame, landmarks):\n",
+    "  \n",
+    "  size = frame.shape #(height, width, color_channel)\n",
+    "  \n",
+    "  image_points = np.array([\n",
+    "                          (landmarks[4], landmarks[5]),     # Nose tip\n",
+    "                          (landmarks[10], landmarks[11]),   # Chin\n",
+    "                          (landmarks[0], landmarks[1]),     # Left eye left corner\n",
+    "                          (landmarks[2], landmarks[3]),     # Right eye right corne\n",
+    "                          (landmarks[6], landmarks[7]),     # Left Mouth corner\n",
+    "                          (landmarks[8], landmarks[9])      # Right mouth corner\n",
+    "                      ], dtype=\"double\")\n",
+    "\n",
+    "  model_points = np.array([\n",
+    "                          (0.0, 0.0, 0.0),             # Nose tip\n",
+    "                          (0.0, -330.0, -65.0),        # Chin\n",
+    "                          (-165.0, 170.0, -135.0),     # Left eye left corner\n",
+    "                          (165.0, 170.0, -135.0),      # Right eye right corne\n",
+    "                          (-150.0, -150.0, -125.0),    # Left Mouth corner\n",
+    "                          (150.0, -150.0, -125.0)      # Right mouth corner                         \n",
+    "                      ])\n",
+    "\n",
+    "  # Camera internals\n",
+    "\n",
+    "  center = (size[1]/2, size[0]/2)\n",
+    "  focal_length = center[0] / np.tan(60/2 * np.pi / 180)\n",
+    "  camera_matrix = np.array(\n",
+    "                       [[focal_length, 0, center[0]],\n",
+    "                       [0, focal_length, center[1]],\n",
+    "                       [0, 0, 1]], dtype = \"double\"\n",
+    "                       )\n",
+    "\n",
+    "  dist_coeffs = np.zeros((4,1)) # Assuming no lens distortion\n",
+    "  (success, rotation_vector, translation_vector) = cv2.solvePnP(model_points, image_points, camera_matrix, dist_coeffs, flags=cv2.CV_ITERATIVE)\n",
+    "\n",
+    "\n",
+    "  axis = np.float32([[500,0,0], \n",
+    "                        [0,500,0], \n",
+    "                        [0,0,500]])\n",
+    "\n",
+    "  imgpts, jac = cv2.projectPoints(axis, rotation_vector, translation_vector, camera_matrix, dist_coeffs)\n",
+    "  modelpts, jac2 = cv2.projectPoints(model_points, rotation_vector, translation_vector, camera_matrix, dist_coeffs)\n",
+    "  rvec_matrix = cv2.Rodrigues(rotation_vector)[0]\n",
+    "\n",
+    "  proj_matrix = np.hstack((rvec_matrix, translation_vector))\n",
+    "  eulerAngles = cv2.decomposeProjectionMatrix(proj_matrix)[6] \n",
+    "\n",
+    "\n",
+    "  pitch, yaw, roll = [math.radians(_) for _ in eulerAngles]\n",
+    "\n",
+    "\n",
+    "  pitch = math.degrees(math.asin(math.sin(pitch)))\n",
+    "  roll = -math.degrees(math.asin(math.sin(roll)))\n",
+    "  yaw = math.degrees(math.asin(math.sin(yaw)))\n",
+    "\n",
+    "  return imgpts, modelpts, (str(int(roll)), str(int(pitch)), str(int(yaw))), (landmarks[4], landmarks[5])\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "pointgs are in \n",
+    "```\n",
+    "[image_path, left_eyes_x, left_eyes_y, right_eyes_x, right_eyes_y, nose_x, nose_y, left_mouth_x, left_mouth_y, right_mouth_x, right_mouth_y, chin_x, chin_y]\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 120,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'left_eye': (101, 115),\n",
+       " 'mouth_left': (109, 157),\n",
+       " 'mouth_right': (144, 155),\n",
+       " 'nose': (119, 140),\n",
+       " 'right_eye': (144, 112)}"
+      ]
+     },
+     "execution_count": 120,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dets_mtcnn[0]['landmarks']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 121,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "SyntaxError",
+     "evalue": "invalid syntax (<ipython-input-121-3791c0ea7689>, line 1)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-121-3791c0ea7689>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    landmarks = dets_mtcnn[]\u001b[0m\n\u001b[0m                           ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
+     ]
+    }
+   ],
+   "source": [
+    "landmarks = dets_mtcnn[]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print img_path\n",
+    "  imgpts, modelpts, rotate_degree, nose = face_orientation(frame, landmarks)\n",
+    "\n",
+    "  cv2.line(frame, nose, tuple(imgpts[1].ravel()), (0,255,0), 3) #GREEN\n",
+    "  cv2.line(frame, nose, tuple(imgpts[0].ravel()), (255,0,), 3) #BLUE\n",
+    "  cv2.line(frame, nose, tuple(imgpts[2].ravel()), (0,0,255), 3) #RED\n",
+    "\n",
+    "  remapping = [2,3,0,4,5,1]\n",
+    "  for index in range(len(landmarks)/2):\n",
+    "      random_color = tuple(np.random.random_integers(0,255,size=3))\n",
+    "\n",
+    "      cv2.circle(frame, (landmarks[index*2], landmarks[index*2+1]), 5, random_color, -1)  \n",
+    "      cv2.circle(frame,  tuple(modelpts[remapping[index]].ravel().astype(int)), 2, random_color, -1)  \n",
+    "\n",
+    "\n",
+    "#    cv2.putText(frame, rotate_degree[0]+' '+rotate_degree[1]+' '+rotate_degree[2], (10, 30),\n",
+    "#                cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0),\n",
+    "#                thickness=2, lineType=2)\n",
+    "\n",
+    "  for j in xrange(len(rotate_degree)):\n",
+    "              cv2.putText(frame, ('{:05.2f}').format(float(rotate_degree[j])), (10, 30 + (50 * j)), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0), thickness=2, lineType=2)\n",
+    "\n",
+    "  cv2.imwrite('test2/'+img_path.split('/')[1], frame)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = '/data_store/'\n",
+    "from pathlib import Path\n",
+    "b = Path(a)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "b.is_dir()\n",
+    "help(Path.mkdir)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "b.is_file()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:vframe]",
+   "language": "python",
+   "name": "conda-env-vframe-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.5.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/megapixels/notebooks/face_analysis/06_face_pose_dlib_refine.ipynb b/megapixels/notebooks/face_analysis/06_face_pose_dlib_refine.ipynb
new file mode 100644
index 00000000..6e2f0820
--- /dev/null
+++ b/megapixels/notebooks/face_analysis/06_face_pose_dlib_refine.ipynb
@@ -0,0 +1,387 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 06: Face pose dlib/MTCNN"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import os.path as osp\n",
+    "from os.path import join\n",
+    "from glob import glob\n",
+    "import random\n",
+    "\n",
+    "import cv2 as cv\n",
+    "import numpy as np\n",
+    "from PIL import Image, ImageDraw\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import math\n",
+    "import dlib\n",
+    "from mtcnn.mtcnn import MTCNN\n",
+    "\n",
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import sys\n",
+    "sys.path.append('/work/megapixels_dev/megapixels/')\n",
+    "from app.settings import app_cfg as cfg\n",
+    "from app.utils import im_utils\n",
+    "from app.models.bbox import BBox"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def detect_faces_dlib(im,pyramids=0):\n",
+    "  rects = detector_dlib(im, pyramids)\n",
+    "  faces = [ (r.left(),r.top(),r.right(),r.bottom()) for r in rects] #x1,y1,x2,y2\n",
+    "  return faces"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# init dlib\n",
+    "dlib_predictor_path = osp.join(cfg.DIR_MODELS_DLIB_68PT)\n",
+    "predictor = dlib.shape_predictor(dlib_predictor_path)\n",
+    "detector_dlib = dlib.get_frontal_face_detector()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "regions = {\n",
+    "    \"outside_mouth\": {\n",
+    "        \"points\": list(range(49, 60+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"inside_mouth\": {\n",
+    "        \"points\": list(range(61, 68)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"brow_left\": {\n",
+    "        \"points\": list(range(18, 22+1)),\n",
+    "        \"closed\": False\n",
+    "        },\n",
+    "    \"brow_right\": {\n",
+    "        \"points\": list(range(23, 27+1)),\n",
+    "        \"closed\": False\n",
+    "        },\n",
+    "    \"eye_right\": {\n",
+    "        \"points\": list(range(37, 42+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"eye_left\": {\n",
+    "        \"points\": list(range(43, 48+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"nose_bottom\": {\n",
+    "        \"points\": list(range(31,36+1)),\n",
+    "        \"closed\": True\n",
+    "        },\n",
+    "    \"nose_bridge\": {\n",
+    "        \"points\": list(range(28,31+1)),\n",
+    "        \"closed\": False\n",
+    "        },\n",
+    "    \"jaw\": {\n",
+    "        \"points\": list(range(1, 17+1)),\n",
+    "        \"closed\": False\n",
+    "    }\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 163,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def compute_pose(img, landmarks):\n",
+    "  # computes pose using 6 / 68 points from dlib face landmarks\n",
+    "  # based on learnopencv.com and \n",
+    "  # https://github.com/jerryhouuu/Face-Yaw-Roll-Pitch-from-Pose-Estimation-using-OpenCV/\n",
+    "  # NB: not as accurate as MTCNN, see @jerryhouuu for ideas\n",
+    "  \n",
+    "  pose_points_idx = (30, 8, 36, 45, 48, 54)\n",
+    "  axis = np.float32([[500,0,0], [0,500,0], [0,0,500]])\n",
+    "  \n",
+    "  # 3D model points.\n",
+    "  model_points = np.array([\n",
+    "      (0.0, 0.0, 0.0),             # Nose tip\n",
+    "      (0.0, -330.0, -65.0),        # Chin\n",
+    "      (-225.0, 170.0, -135.0),     # Left eye left corner\n",
+    "      (225.0, 170.0, -135.0),      # Right eye right corne\n",
+    "      (-150.0, -150.0, -125.0),    # Left Mouth corner\n",
+    "      (150.0, -150.0, -125.0)      # Right mouth corner\n",
+    "  ])\n",
+    "  \n",
+    "  # Assuming no lens distortion\n",
+    "  dist_coeffs = np.zeros((4,1))\n",
+    "  rot_vec = None\n",
+    "  size = im.shape[:2]\n",
+    "\n",
+    "  # find 6 pose points\n",
+    "  pose_points = []\n",
+    "  for j, idx in enumerate(pose_points_idx):\n",
+    "    pt = landmarks[idx]\n",
+    "    pose_points.append((pt[0], pt[1]))\n",
+    "  pose_points = np.array(pose_points, dtype='double')  # convert to double\n",
+    "  \n",
+    "  # create camera matrix\n",
+    "  size = img.shape\n",
+    "  focal_length = size[1]\n",
+    "  center = (size[1]/2, size[0]/2)\n",
+    "  cam_mat = np.array(\n",
+    "      [[focal_length, 0, center[0]],\n",
+    "      [0, focal_length, center[1]],\n",
+    "      [0, 1, 1]], dtype = \"double\"\n",
+    "  )\n",
+    "  \n",
+    "  # solve PnP for rotation and translation\n",
+    "  (success, rot_vec, tran_vec) = cv.solvePnP(model_points, pose_points, \n",
+    "                                             cam_mat, dist_coeffs, \n",
+    "                                             flags=cv.SOLVEPNP_ITERATIVE)  \n",
+    "  # project points\n",
+    "  pts_im, jac = cv.projectPoints(axis, rot_vec, tran_vec, cam_mat, dist_coeffs)\n",
+    "  pts_model, jac2 = cv.projectPoints(model_points, rot_vec, tran_vec, cam_mat, dist_coeffs)\n",
+    "  rvec_matrix = cv.Rodrigues(rot_vec)[0]\n",
+    "  \n",
+    "  # convert to degrees\n",
+    "  proj_matrix = np.hstack((rvec_matrix, tran_vec))\n",
+    "  eulerAngles = cv.decomposeProjectionMatrix(proj_matrix)[6] \n",
+    "  pitch, yaw, roll = [math.radians(x) for x in eulerAngles]\n",
+    "  pitch = math.degrees(math.asin(math.sin(pitch)))\n",
+    "  roll = -math.degrees(math.asin(math.sin(roll)))\n",
+    "  yaw = math.degrees(math.asin(math.sin(yaw)))\n",
+    "  degrees = {'pitch': pitch, 'roll': roll, 'yaw': yaw}\n",
+    "  \n",
+    "  # add nose point\n",
+    "  pt_nose = tuple(landmarks[pose_points_idx[0]])\n",
+    "  \n",
+    "  return pts_im, pts_model, degrees, pt_nose\n",
+    "\n",
+    "\n",
+    "def draw_pose(im, pts_im, pts_model, pt_nose):\n",
+    "  cv.line(im, pt_nose, tuple(pts_im[1].ravel()), (0,255,0), 3) #GREEN\n",
+    "  cv.line(im, pt_nose, tuple(pts_im[0].ravel()), (255,0,), 3) #BLUE\n",
+    "  cv.line(im, pt_nose, tuple(pts_im[2].ravel()), (0,0,255), 3) #RED\n",
+    "  return im\n",
+    "\n",
+    "\n",
+    "def draw_degrees(im, degrees, color=(0,255,0)):\n",
+    "  for i, item in enumerate(degrees.items()):\n",
+    "    k, v = item\n",
+    "    t = '{}: {:.2f}'.format(k, v)\n",
+    "    origin = (10, 30 + (25 * i))\n",
+    "    cv.putText(im, t, origin, cv.FONT_HERSHEY_SIMPLEX, 0.5, color, thickness=2, lineType=2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# get image files\n",
+    "dir_im = '/data_store/datasets/people/lfw/images/'\n",
+    "fp_ims = glob(join(dir_im, '**/*.jpg'),recursive=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 177,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fp_im = join(dir_im, 'AJ_Lamas/AJ_Lamas_0001.jpg')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 178,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/data_store/datasets/people/lfw/images/AJ_Lamas/AJ_Lamas_0001.jpg\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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85zt891e/QxLh8uYNf/wP/gHnH7/B65X5MAXqqY5VbxyHUKVFKCQRPIFSPDQRNs+sAkUSenrFq2/9Ct/4q3+V/MUX/D+PT7wtlafrytPzGa+O1IqawWoo1gY99Bh9Sg1+7gxE61FUg4wL94Mx3t22wbeB64aw0Ma1pO09+8klcnuMGJXFLSahhgHoxsKbjC2gdTsmjuQWYag71+ADLs/NGOkGUnhvEgYqAabb18Z73FklEGqH/gwUmFoP1AjJ7VDYcC1bpOnlzyDN7Wbl9p9gLLrB/SpXKcjWtOve/bPa7mczGu8bi33bBwx+Ee3jMBY5YV983h563GAdHR3ASjwQgOVg+msTHMUJmn8sThalSo8xAdVYASePiIt5g+4qeEpUFUxSGAxT5JS4//Z3+Py73+Wbv/arUCqKkA9HNAdnoiKI15iLGkbJMLSFL+OJB5bNKrhD1iA4C12TkUiHI/P9K9bFuMrK02r82Ag4WkAr1GVFGkgRQNxQszAWqRN4PtydFJ78mFijn0UiVNwPvCS9JA0OZE8UvlRKvhyAEf4FXkwOGjraw+eb1627ATbcpT6Zk8jwv/uxzsN8CFJ3Y7M3FPvvLWwrbb/rPkG7a9BVddI/v1ude1/0433Sxwds42WEEb3aG4H952/0HzuklFLC1huY0s5pNzqS3vpc6dalh6Gr+1hsU0p/sdwQnWYO3/t1xByqD185iK8Gn9vdxqokaPPbe5OGBbMqmmT47J2x70NMSSGYadELSxqkoygVAZmY5yNffPEtXn/zm8yvXmPXBZ0OpGkiTRM+r2Rz1lJjqTcPgU5zP/ri7drITResNt++GQ61UO7JaiTJTNORREZmYCqYVgqhXPVaERUm2fxvNW+IAobYo8X0YxDpjVuiTceRRD44cBxYzDdXrYcz2YzFJoLaPheTp7mML4xF8nBV1HfwfHtgFKEztm1i7yhFp3EY7Sp2vnzdnWt/3j4eOip5uaqP93WjsZvMneAM3kbG1dT2u+7P0a6lh5N7l/TQeP8OaWrXl8aiG979JJaGotPexHW5vRgqO57DOxehN8YxuspvHUwpNwTt12kfhbFIh5kvfvOvRMfa9uCG2WUHTxtbb8CyLJuPbsGvT/11M9baEsvSRg6GfLn9rQIp2HUasigGx+nAfT6QTkcsTaxcWfFBTuY1I2UFM7wYQpCtAK4h8DHp8MUAQUol1UA8hjDVmGTH4x33r15znybMhXJ+Zp1mVofrslKLU88XUkMmWTSMRUM23gXe+0XHdEDdQB2AKFmIa4H3XAwDDirUl0Z4N9hfRjWGBqIyCNwxeInJkKqFUWyuwt6dWJOForTxGaKhXDTxWDgQ3OM9FWuvbbfpL89pfUF4fxXeR3a8ve77iebbIhXnSDfv7fc0XAjr8vZGuA5kseNkOidywxXdjufeOipw68+nx9Yi1B/XtHPbdnzPPqKEK9IR2gjz6jjf12kfhbGoLrztA7xZ7dQScbbWQpphEzBxXCdGQk5zDZBYlcwFTzkGjveVKgZbTRkTI4tuYqcmxiInnhzqcuVyPbMuzxykaRqS4Opcy4qWli+RteVv5HBvLB6QSYiOUmfjp1CHZlGqBfM/a2rRDWCeEJRTVu5FuayFtMYY19cWOhS4CQG6W/jhKXgLp61eLgOyA8M337sqHfIPmM/Goo/PfcAPvtFA9GvpKI7NuAwhVTVyc5+UINs6Slk18kVuVKgWPED45bEGq2s71q7T7PY62iLwVZEbiO+3/WeCcr19v+t2jsbRdKwwJuPu/S+vIfqw9WdzmwfHYZth2hvj3nrffYh7eDnRY57sDcfu9x7l2bPv1d93OX+O9lEYi9Uqf/zwRFe/ddETEANaaM7grSbeJIA/GKlBwn0YMVrL2kPaoIOKRr4TwpT3MC4xTRNuK/b4yMkrfPNzvvn6FdOcw20RGZMqYL22GPp2PybeIGi7hxSajpRSiLLagChNG7DaStF2n5I53h2QciBb8DNqMVEi73UbVDpH/krP1rQ2tLMktEWVettD9/fIuPa71zpg88at3QqdbqIifcV1v3UN+vEmYtPGWyhAN3oQKtcXxmKEHZ0bMnL8JAzmy+jJ3ljsr2Hcc5ug4zrF3p+YDdZrz78g4VJu7v9D5375erxpuh2vbG51V3COY/vzpa8mJP3Fs7glcj/8OXdn0vSV5/zTtI/CWBRzvnw8A2B0P0ybFY7IxVgRCTFPxMNrQxZbjN7oUto03ps9ZFJ7/1Ga/z83yXToLsLNsVLh/MhFnfvjgbvjMcB7atcWy+ZYRU3CjXVtKxJbPQHvak1VNEW0YW1y79WNpRRYV2pO4Q6lTJozhzmTXakugSraStGZcHcnHzMGlBpp6yaAKlYdzc1YaAvV7Vb/DwHSQC1zCN935GA3FmJ+Yyy6GycizWVofbjjA17C773LIO4twiO8dIma6OMDxxrB2ZDEfvLsDdaIGtgOqrccj/zeKh1uYntYgzAc94jdGJb3Jvc4z63hLSW16NFLFKIDHb40PiLhBn5VS6rvHeuffUlm92bWxSJfv30UxgJJ2OkbAJGQIzuE4Jvarw/0CO0F6QNNZryDWdV9g8gIK0rWyInIIqQSYdQscJgzSaCUwrIsLOvK0+OZxx//iM9y4v504vXr10xTIs0zephjQkoNMrOrHZokXERJHtmZSYmEMI1/l2XBJ0c0cj+SVfzyxPruS06vXoHDIWUsKZVCIVPoWaNxN10iDVAuZzBjTspRIemEiFIolLrSc4q6kQAG3+Oy+e1h+5xDTlANmis1DAbhi0vjRoaroYpq4xh2k3VLORdq6gn27dmMMC0he34Rvt3FKm5+2j46YZGF2Vn/MdmatmMopwchKzsNTLqB5D2i0BJDx/uHwdFQOkgPBe90K+4+jJh0vUUTdeVZBje2byN68aJJQ6ybm7mXV3VXSMYxGYIyCyHaDcrYnfdDbs3P2T4KYyGamF991og2vzEOPf3WYUvaak3xyAh1DQn08E83HQUouakfe9KOrAVp7HKaM1mBZWE1x2toBmqxEFHZTq2nCUR2EYNOQvVCLvEwAxX6qAvREsVxDG08Q64FLmfWt2+3azIn5UTKcxMXJpJsrH33a8eErS36o9pI3JY0l1ITDAWs95a1OD7PrV4h/jl+vaB1S+aK3mvPyHxMDhfd5PJCcBZ2iyy6gbDUHEXt7ltfyb0V9vkwsuiTynaTsE+yUnrUY7sHfMuR6YZLbHMZSdvUE9n8+R4Gtebq3rpTiT0Oe4kEPsgvtGbR2bccQvvs5h52BHpLtPaI1o0uBN7TegzXraEd2ytTuwCuofNfBLz4SIyFkk939HBfn+ROV73143sY1iS+4i1y2GPdbSVrq0WsylFBITVXxKeFkQOaEqawrpXVhctSWC0k01NKLULjA2p31OOdaYYRsjIJ8VWE3za2PkkT0rS/WSs8X7C3Dzx//4+xL99yuTtxtorkmTTNI4/EhIiwtAG9GUFQzSO0BwzIr+Kg2vQfQWK67Y3cZoBc5Ua8szHv7dnsuIt+QIh0a5VYpa0ZC9gTfYCGXsYkkEHwRTZUlKlFPKCnx29/ty/7oLHA9/U1NgTiHXnUW80B0nJV5P3iN92t2xu50T6AAPrnflJz90h7lxh1e76F3fN7KXgb99PQE3prLKzzOWxkddd4qIaRKB3dEO61qjLJLZr6edtHYSxQgeMxqi9J2uLQRJERl7C0/uIhafcle2gujkKD131y5abSSxKlQWqdSVKRapFnYo6nK0WirNpaSuReVPAShV7yC7IwScS/A8L2cnBdnBuyYPU2/L2vomF01Ct2fqY+PHABljxxyZlLWfGUSdMUUL6pMy3FPVlb1Y1miKTlgJSYsAklXHNjnufBsfRckpBeb0lYIsHDbMZiCz0PWNt4hiTbir/3sfv5hwJzN9tchNJRnvT6ktuE/BAp2ttN5OLFCm71dsL37x0hUNsI0HGtjcgu7XPp5ff1n8P3DwPW1cF9pU9NUZw6Jya30Zr+s7oHwfvCWMTilW5RFNtr+/bSVt1oKkRuNDOu2uI727WHrUqUv0jIwlWpd8f4vfmQY70YkO/9XAGTqLqUpIWodsej87bCLSO82uoJiFRSqagXpBZsveKqrFSWunKXE1YWal1JOJQtNbnWSqKToWV8RzwoCaMgLUW9EYZmRqk1Km6lhEpl+fIty/WKa6Jqxj0S5kwkIiga2bGaUxQHEqM0xGVmI7yXJTOn1KIgGrkLXim9LKH3wsQAoSLtkyJI0DDEKsL5cg3Do7FadYGSijA3Cf2YvM0YLU3PEmfv8qq00x4YLs0AyJYSbzuC8oPjwm9rcvYoWa27fBC7HSfAcIluV2u/MUAjG/fld44xFChnuH8tXK8uuIZK1j2Ecf1Y14ioN1Vo048MHclwmT4c5dGGBvu978fzuP92zZ3fGAjRfTzfcIVT1AtRfc+d+nnbR2EsUKW2RDKNqbmF8IZyb/97/1gbyM4mBe5uQietUJLqKArrKjC1sNi0YqXV4LzMcDoghxmZJ9ZzZTLDS8VLpGoGK5HCLfIQdhs0fUfUt8C5eaDqznVdB1ryFrmJWgeGPZ1D6JUy0mTTKpnkgkqkOdcSERVrqkcnJsS6xjqZdCKnNDJTzQrPlyfWdWVpKMl9twq1qIygpBwFijuaOB4O5F3ae48aJRFEL+141x/ENc0eyVAB65uxHzrmHrloUSphE0CpBoOtLVTbf9K0FLv37ptVBsH4XvjXfbgpN8eT3/IDthmgYdQar9J9/Xj3dq79OW+0DbsV/+Wxl5/ZG9F924zaLUfyMgFsMwovmt5O5T0J/dPcpp+1fRTGwlWw0yH+2PmgwK6YLgNtdE191/QXi2Su+FgaBJ4RfAhN0RnhQSelqakFE1Ir1ILfHZHlitwdkcuMo2iKSts5Z6Ypo7LVeugPXmgVu1MKNt4aOdhqUViblH3wVRwkNBZqxnVZUMvkPEflJUC1oqbMU6uZIELxWKF7KblSK6mFNbxUijm1OsULl7ry9umRdV0HsrDqWyQiJUSVlCZyjp8pJbI50+dfkOcY0NWcrCGHlxQVukV6CDrOKV67JjSeXRBFaC+k46AttKsablKf1MU2IzqK0L6YSC/1FIMoZFPlvmc09ijDw1jZUqKGiLfJahsxGJceYrAeDo6xs33fS4Pxvs7hfQPxwUm6r3v64jwReanvf4ZAYb0Cef0Kl+KnGbCv2z4KY4EIzFHHofuxtanpim/agtHNunVuf7BDe+faJty2koo6qaUFJ1GmaYraF1ZirxER5uMRXt1h9yfS/R0/fvuG2RIXzZzd+VxnDvOJZ09QYdJMTtLgKaFE1Fh1Y8BH/KP7qGYGqkzzRMp5u+6cQ5p+PQ9IuZaF5eqciQGb5hyydJzVK8WM87pAOrCuK4/PZx4eH7lcriylsGLMp2NzSW4JSBMQnVqV6doMoZMlyNzlyy85TJnjdGDOaQigkirznHH3FmK+UtaQmyfZiiDHfetwYY45o0QlbKWCbS6Lo6hkXmZ6isRktgrmhZ4hKo0TCgSqEQ7dleJDdzxFK3JU3Tm0cLGtK25EAaQ2drw4pS6b+9GL7+rGN90MVdoE5wMTcYdSumvaXYVOtvaQ9HBt2rjubuCHqnR3I9ojJT3Uq0igMZEb/nKPlhS2AtBfs30UxkKgFVBpf7dJPV5kg8QjFLZ7r4qg1gjNRm4FxG1g2cJfT+yEVOaUYlFd+zDBYSLJPQdz1nVFjwdsLVRNrAjWtipQ6clcPdYdbYOHuxh9U3dOmjAnsl/75G3+uPiWwNQHm8kmPMLCNnqF6oWrVVYrnJeVS3nm8Xzm6XzhfF3iHKocj0dOd3dBPq6VpZYtb8IEGZMlNKFm4d4sVpkMXDNpClI1ytoX5pwxEUopnM9nLtdn1qXSKz3RSL3IlEmBVFS5Pxw5psykMMXYZmoIrbq02pEhmY/oURSNyRpOXhCEgV20EY5WreVj2E0IW1o+xHgeThRIguBlrLs3TSNCokrdhSQ7x+Rbrg/b+LuZ2GyalT0h31+z2nI9+nGa4fFdope34S2xwDigdZd4pjKMS9QP3cR+QanI9sXjeCPSd3OL+vX5CvhYjIXDwTZG2EVGAZNhvQf83LkjPc+/grhstR7DO3FQAAAgAElEQVSJFSNi6G2yeUBg9Zh4jjXYHnkIqoqlTMmZdDoxvf6M6XrF88xzNZ7XJVh/kdgEqBXl8d3Dj9azO334+5MokgWvhbqsrKwRxgSmnEctR9uTcikxT8dAE3WhlJj0l2VhrQuPl4WndeG8FpZqWE4bYshKXYOQLatRdsZCiH1DqN6iKxVTxVkjN+aYUKOdF6hBktrzBSV2f7tcLizrNSaEeLwnOGAqEaXJOZNS4jGfOeYcwrGUOU6JU57IWcg5gShmpRUwC3IwKqNHCv9w94YiK4jKmCytkH7jNtZaNmSRgpdYrUaN0/u7Jje3cBlTJkl8f8pThHSJ6IYJvdDA1prr24MYXenaeZaXchFb6wddgRt3Zhdh68/9Jkv1xq3xUUISbmMbHpaoIZ7bql2IUMqHXZs/bfsojIUKvBpIKUrUJW0CrWEVhfdCp83yxspTkMZXbATjFm/GIpSlSTBZcBHmDNkzcyvGYuocX99DTszf/S7H5yc+yxPHfIjwlgXknlLCfYFio+pRlReYp6WJC5FJG+4Jg0PYG0KR2HrAaqsIjSBpogJLqTycn7ksC5flwvV65VwWijMyYed5RnICCfcmK5Sljg2aYvA0tJOUJHlLz4ZRCLaUyuywrLGhkzfUo9KqUNVKtZXSSNPBURCb7FQsxEjqFI9n9rwuXK9XZhWu00SZD5SDMVtldmGTmdqA1UkS6+CgGvvhSu2V0YrFPBNpS3QgiiyJKtYS/HLjhVYKGtEmcfDMmpSqykKi1wHtcj+RWJW1XdfgRUblIcYeLGOZ1y16h4dR0WmbWjfuynDB2FxYaZEqifwkRMaxGLphCKb8fnmBUPTabnsEboxFVqWWwi+ifRTGIuHc+xVoMB1nVG1+0fZW1/o+HQNRpJsJuOGMkF0DGIWlCboSzp0IWmsoIbMwS2yq8yvf+zX48h2f4XymiXx5xssKFslWxYy6ruQUE0XTGPZtF6kIr6kDKbHW2iIzE+CQIvQqKQqUXJfC4hY7kuUZSYlilauvfPnuHU+XM5dliVVeCRXlYWZOKSa+h+5ERSlr4bJcmzuWg3CU2I+FtupXAnUE4qhRG0ET67qyrusgaLULmapRyhWatDhPOvq7FkOThDp1hDJBvOlQFK5WqZfKZb0wXyL68vn9PYdpZpomphykqwBWK9Dcs2B+YsVsv+XON0irq8rmfk5T5MusS4miRppBE344YMClGKaCzjNoYi2FOSWOokwOWEXdR9jxZdLXkLK7b+hi14YorSU+3qDj/evsSN0dwXm72DF0Kf3nWDq7sW/nr9hwaztSpnE3UpZfiOz7ozAWlIK+/fEWPmrNdwxwb5uxgGtbibsUOeCjtJ9pl/ewcR0OqFpzSYTJNy4jiXA4nZgcXr06oe585sLRKl4XrCx4LYCF/qDlDRRilfW2Kkk41LFtAJEuHhC9u1ZKyhFBQZrHnZQ8JTRFXY3qxrundzyen3nTIhvFLBKiVJnmGZ22zFJrxms147IsIGGEct4qhM3zTDWQnNBdPQZoNTKrU5tOoywr5jVUrCmBFailrdpyUwU8p4nqQrIwFjcMv0ioaysUW1lL5bwuTdkq1JNzxKmemfMU3zdlbC1DGVul7cwFTXvStRybgZZm0DBBtY0bFUozes9LQXKgCsuZfDpSU47arhYFk7IkMjCPamE2uLShsdlFXl4Ku/r7gJYC0IjfXR5HIOFE1JqI2hPWZdtNNnBzvm44/MPVrmI8hTvdv3+f5XutBcnzT9Sz/KztozAW9Xrh7e///fdCTx9qe2OiTZnZDUKv2Tnqa+5QRlc9OpF5qBrJZV6bTFwSq8QmxofDgVene2aziAq4cy0LVlZqKVv8O4UhcBUktXiMbynZnWyqrZKVSqs70eBzlD2LR+Ap3KqlFB7Pz5yvlzAWz888nc8RXZhC3SkpxcRvQyvUpnWESt2deW4r9nSgC8lKKVEQ1uy9fy6CG+R5wmpwE9VKRBuowUss1xZhie+foOWlhAF0l1C9dnKWQN19NR4rZHsO5+uV2qIr0zRxdzzi8yE2WdJe2r71IT1fJPZjHQpNurxeIrLUuBNTQJRJE9PdgW/8pV9HT6eIuk2hqbE8tx3qEgknV0OqMXXE0Kqh78OzXzU2e4Skt6VnG+/IjEHENgNiRHGfToF2xehXtQ99f3cng7DdIiAR7Kv4eg2k+AtoH4Wx8MdHyv/6vwBbOBQYnfCyDV+72Air9h2Z1u6v9RV3j1QsJvCkwpSCe1iLU4hoQE3KZcpoSti3v8GvffNbnL7367yaD5ylMNk6Mjq9k4ZJSejYyyJ7QP7J22ZGxCqTcwYVVq/hZ2Zp+gWluPHjt295eDrz9umR58uFq1WWdaW6c7y/53A4BCHWcgGelis5521iSoR/OxKT0Y8Soc5liX5J02DZ3bZCLCNsu4SCs++xuqwryxouRVmW4EA9NDE+TZF7MElsmkxshmwlPh9aCgb3YUTOBC257OKV6/m5VS+D4zRzPB45TBPfeP0Zp0MYDvVwTUopmFtEolSH9kZsiypNqswS5RLX9kxf33/G9/7KP8PpW9/m+MXnLDlzUXgolXfXhQWiNqrkCB+bx470L6qG7VtCvlLvoA6WbgVVN4tcQ7/64niM0fcjfmPM7967nyMiwqHXwWiorhu8LDB8w//4P/rg9f6s7aMwFmrG6flpCLBc/UaDv6+S5Oo3Qq04eFthKKy83ohq+nEFJhWyCqoBxxMwiVKzsJyFqo4lZwHOdzPpcM/18R12vVCuC3ivaN3qMbRV0NkmBmxhXclpKEqTJphyREdaVuvlcuX//eEPeHh85nlZkJxIOVCEqrRckSBHzQvmztpW45TSWHF69qmZjfwW0Kjj+cKli5VTRsnB6FANdGKBUGyX8yFu5KxjM5tlWcaKNc/zpnlxuU0sa2HSELcKpZ0Xs9gKRyJsmBCWWqiXM5fLJVCfOxyPzDnjSRFryYXtcz302HnOcG3ad5m3neQi6xjNaMqQMnI4oklhDbfox89XqhvVtsK9XuNn+G0fFmB9UF3aX9PI9h2JeJ1jELkZH3sDEOj3fX6jR9V+ksCq50l1ZWpqpPms8her+E0CXtWtQEslkqKsZZT2+ouhsvP22oeJzdFeFEzpzaRtGtRKnQVaVXIK8RAEWSTnZ67A2yzU0z31fOb57TuulydCuhwSZrOuzWcYC4gHnHvOSJvQmgWdMqbKYpXLeeH5+ZmH5yfePTxFIZyk5GlCDzM5RXSnlEJZFmojDDVn5sMpQoASxYDNHStluCGlbmx+/xmT2YemYa8mjNfC9diqTgW9OCB/QyRrMz7S7rda2bmQ/fs6wslI3tVAxYNaMIgnHcezRs6HlgLNqPd7sdOJKaUwuhZ9XfGW5BauXbbQZqgEUsOs6VwSYvDjP/mSJ1dODvkLIX/zG9zdveaaDvy4vOHp/My75zPXdcVdSDUKDtdabib6zVgartZuoWp8x9RlQi/0QyK7wkJfwXl8qNbpPpFx8EG7z7hyQ3D2PqQap+P83vf8PO2jMBZuRn16vjlmN77YRpoFdIuH1Hel6F6xecTiX8a8YYuNu8BqRvESsLUJiMQMqrY4omMKT88X8rpS7u/xWnl+esd6XUJn0ZCCuUPfN2Ofr9BWF2msdG3hNJkmHOdyOfP28YEf/OhHnM9nFjPy6chpnmHKwWK3iMjT+ZnL5RJqxMOB4zRxur9HfAuPllKwNrlqrUzz3KTq4SqUEuTkupQtVf1F4sFq60AavWeHXNpsZKDC5iJ2tLJNmNt0a2kq0ro7j+3k4asZ3o7n9qypxsPTE13TkqaNpKWJ7bBwHzP9WQtWbSNdVRtZ6zw/PfHl97/P4XzhvhQ+nye+/Z1f5e7zL8inV/zgWniShKKkalHSoDosK2phdF/mWMQqvqlHR/Z8H7duY9wC7xmIl6rLfs6eO7Tv087H5b4vr2yEfF9cS23bUphTW2W0tVZqWXh6u/xEVPKzto/DWPiW29EHobT/atkn1mx7akZmad6qIje2OEnkJolHmTx12b0mVG2fJcgyIOL21oyQSpT1vy6QM49fvuXy9iGqaS1rnKMGu53TTPXY4yO2VzTmfEAsYTUelrqTspLniUWF63Ll8XrhyzfvePvwjjcPjyzLwt3nn3G8O1K1pZQDdS0spXBdSsDbFEWFq3ugELOGOi4h2Gl9N01T8A/ryvl8vdkBay22+dq+GbcYqBXvEY+eA7OLtnTtw9SiLBB7si5l+0wS0JSYpiBBDcVFWZtB05SwJs6vlzPmzjxNuDuXdcXW0vJREm+fn7gsC2/evePV3R339/ecTifujifEhHq9cl1XZlGyJvJhgl68h3j2sWmPYJfC2y/fclHl8M0vOE4TCtwfjvzKd75DOl+Qh2cezhfWJbZfSHqg1y3Zj83WISM3ybpSWEInoqpMtaLCrciqnWePEnr0order/1l6/xGGKLNDYJw47MKxcu4/0wgs6uk2ErCP8y9/GnaR2EsaGRR88winu491CT0CtTuIK0gSEQ6AlGUHQws3reIi78rvgmnANCxgxgWij1BGvfgUfBAerJWwVIZxXhTzxhsRvpl9wf8CxY9CksEgckUPvfz9cKbp0fePD7w7uGJ58slNvWdMnmacBHWFtVYLLbIKxarpWu+CYWu64o3VNERRXeD9jkhPVICMcBq3RFv3WY0Q9G3guyIQbXn2Wzq2pQSc+NKAtFwY4z6Nc7zzDzPuMTO9Foros1F8LZnbE6kKru8iCA/qzlLLVHqUEPUdVkWrrVyXytpmsiSxwbZhdhMzPqz2U2+ID6BWmEt1OuCLytqhYMIx/nA53f3rDpxlYzNM5drxZaV1HQoFduyalWDoGzPZR/piUESfTWJD2PRW0fHe9fkJeeh8j65OcZWv6fuhjTE5j3vyevYgjF5GBHRiXK94v71VZwfhbFwdxaLVSlEOYJ4baywt0rmbUKIkFrRGSo3BFL7jYYbxrnjQUPS3GThZSMFPZh1V0NUmaRt1lsYm+OGRMhQ07gOAW8MhxOyr9OcxwqTc0z+lCZQ5XE98/DuLd//4Y94+/jM0+UcuSrzxN03PifnzLquPLx7CKRgsfrP8wlNmfv78Dk7T+PuLJfLGHzdgPR7LiWiGDEQ9SaipLoJeXoNkDAWGuFRKxvJ536jY1BJHOYDp9OJlBLLssSWC9VJrRrZCNOu65b3kKahvqz92aiS53nkxSSEPM/UdWW5XilrIacwWudaePf2S758eMd0PPB0Wfn89WfcHY8cDkccuFbDGyqJdP0uiIoxdHJjJibvvSivEY4qTKo8He9gOlBOd/i6MF0XylKZ1q0ocHfDRl/QQuCtL4ceoj2nhbZx9QsCE9rOdOxySvyn7xi2F2u9JzEwQyz2wO1ksYoHxC6F0vOGvmb7KIwFfWV3AlVIuCCxhV0nbGgxdYaLst9leye4ba1TdJEUpG1znoxAS1Pu/nNsFaDtv2DS8VZFS4kSaS5tT5O4hv0gUI9ENnEl5RRS3ym3Vc84LwtfPj7wozdvWGrb5FkySuRzOMp1ubCuawxKVaacmaap3UOgKOkhPXdKKzqsbWL0ierttY4mblwKkRuJscr2+L2FPUvd1XdwH8lXZo7mhpbaVgM5wzTVKA7sjXgsHtErlsHdGCVC09VZaarQlG6gddbgjrwhmpVLoJSUoDR3rKxcn5w3h3eRVZoT+dhC3VIpa/BQQW00FNBXYYuCQJNE6PyYlGNSDlPmQCVry3ORHBwLStLNaHrjSdqAG/9SSoEmGpoTiRWfFJE7081Y+0AhveZnPAvd8/D+IVzRp8nG9cjumfdK6T2EbJ37AFhLiB7/ohgLYVPo9b+7AMc9iMn95ARCnPOC6b99vQ/6ZlqctlfoVjVKVEfoczvHtjNUyGZaBYlmuLyx95I6SRVwaBCwTThFUi7rGj730yMPj4+c14U0zeQ8kzSIx+u6RoHZWgeMl6aaFJqAqVgIhHifYHxJuu1XkD0Z1gfsLbLYdmaPLvahjxgraruvHnqdpmkkiYVBCrdOpOkf+vW0EgNrrRSrFGm8ZLAADcbfRgREZKTv90XC2/GcM4VAek/nC5ofB6K6PxzJIq0C2Ps6hcjnyWGQGlzXaiScWWHKitbYgrG6U6ZwlwTQ2jJdW//01vU7JpBycEl7+XnJFkWG2jXBhix+kkMwNqX+QOvoYv+vGwtv2yd0NXPUpnX0OJPsdlz8vO2jMBYAeVejUBr5GOE8e98Q0CdnD53uknvG6wwDM+Bb8+v7quADqkb+QdRNlBZAjf9F9mODl7sKzVEmTcm9WErLZpymCU/KWgpvnh559/jIu4cHHp6fBvTWw4xKqw1xvgTxB1tkYTcQ3CzY7S5zbvdynOddf8UwTM0Iekq7e09bJCFOvu33sTMWgej2HdgJ4Ba3TxOHw4G7uzuOd3cAkc9SCqFN2wxu1hC8JZ1iP1C1LfSKU1vECdMxcVbbDGYnVnukR9xDc5IztUTlMZ6eEYm0c3/l3B9mpimDObV2fYiHnoZIwqpJmqvr0FSp3qIdUYXMqClS52tsL4eKNTQW1cE6D9SNUdKJyaNcIyoj0mM5NtxunRmTVbdJvm83+SFfIfTa3uO9vtB4NjeRqNQzdwOZZ9875V+vfS1jISL/EHggjGVx939BRL4J/JfAbwD/EPib7v7lz3i+G9/bWxWmqEaV8L7/YxsINP09cpuN1x9kP1baCRPNCLiPqtap+Y89p4HW8VOfTCg+mOS+atLcGg3lolgLbUW2YxVCtv38zJdv3vBwOTeNfsJSQOPaiMfixlILWZScNolz6Ah8u6YuRGvFYmiIZ48COqzv5GQP2u3dENy3TMv9fplkaFsJxHcaNMUrdB7mwOF4x/3dq4j0yLkVwImIh6JkooZHl9P38G+k4QvZLFZt842Y9Ygmwc5t2rlTqUd4AMNYLwWuVx6GcVLmnJDpgHvkC3nfODoeFqsVoJLaDu1JmpCJcPvE4zyTwNwXITdkLbj4RiY2QnkxI+WMU8MANQMX64iQ5pY+b2EcvY8efd8cjAUMbuqE7lsXhUtb4PbvKr6vWh5FgaaGxnsNkF9Ace9fCLL4V939R7u/fwf4n9z9b4nI77S//4OfdpKqsbJFRWSG5Dh0CkEwWrtja8u+rRVJqQlh2grYEIW1CeeqLI0tnkSotZCmXieykZ+EKtAU1rb/ROxoLeBK4TYHRT3ESp3lEIlKTkmntpnQhS/fveHtw1selzPvLmc8TcynAw6x2dCOX0Aij6ASu5YBWDVy3hSWA3EZm1JUm0bFdvUqRJjT3NjZSMvPSYaAS3FK7XA2+n6tkQOhnshpAq2RVyBbn7po1ICYZg7HV7AsoJmUjyznt6AZXKjdMKyFqko+zdwdTrERcmn1JVoYtVxtCMRWK0MR2g1NT4VPKVHFQ7F6yLBUllKQ65WntnpmgS++eYhnLq3EQdvcqQh4CjoxK5iVKAfoxrKu6PFEssKEc2xPNgj1oCm8VLQ4LBVbK+sa5QLkbuaUjuGWzakZD2V156ApqrMhVAk3z2VDzLBTe/Y1yMOd27dOgo4mgrXaL/34oVXE75GfpC2ZzGFWJcMYV1+n/TLckL8B/Cvt9/8M+J/5acaiPUyHSCtuWxZ6G9B9soQIK6pUYD4MRc/a7B2Ee2wWbEaRiIYmmjlRpzZoqr3QbLsIA1ylRT9a8WCJsF5gmXBjUltBVBTVtrO7OOTE+XLh3fMTD+dnztdraAeSRr0JDb3Bvs6Eam7GRunbF2SJFbm7Vp1oDG6kRRWskHKL81eCxO1Emjuaeph3G2oiEqrQdrJAGo0E1NgRftaQlidiIluD2OZNIJVmNGVydqb5wHw4cnl+DsTj4QJ4dSyFUc+nOWp9pkTKztwqka2ysjjUaphVpG3S1EO/Ufdj08OMZxubYaCZkYT2jHDME8/H59h5TiVcsaQUlcHTjG3duhEUwRL0KlkJIXkYx+zNiK4rvqz4WqjPZ+oSupbrcuWY7pA5cRTnToW5L0yloAXmEUnZRTB044/aU4is03gVeYE79vuaBEKId4xtIts5tC1+ClHsuTkfh3afLyvj/zzt6xoLB/5HCfLgP3H33wV+1d3/qL3+x8CvfuiDIvLbwG9DJBDV1Jh/bVWl+iY+u+36uiClkzqdFK0N9goxDrIo6spSSxTIkUALsyZgCs0+TnYhI63MfhSk9ebHJ1KrxsRQYarGOdHh9UJO6DxzOB0obvzRH/5jfvzuLU/LmWKCzidOjbkXCZbP2kONL6yoRGXt8HYccoQMvTHxy7IM9yJpRpOQXLEWAo7Y/9w2TBNEQhAlEtmwnQg0aALV/aZAINRGJtfgGHYuriYQTSRJ3J1ecX9/z93dHdfrlSRKWVa8GJYMyUpOU4P4TtJMrcL5Eiik8yTU4GsOh02GvLlT8ff5fI60/FKoxVkXo6wOLJwOUV/US+VyvbJcn7heVl7NB779xed89uo1IsK1RHUz9cj/CbTaXcumikzz0JVki/1detYm7tTLE3K54ucr9emZ6/Mzy+MTy+WJL9Yv+KZ9wa+p81pXTnbCqnMtlaUEx/FyW4IY432m3yIM4GYbTrg1Fp1jugnVhm8SC5obIk0Y5+FqnY5HsmxK26/Tvq6x+Jfc/fsi8ivA3xWR/2v/oru7yIe9pWZYfhfg89Od46Wllfc8gnA/bGccuj9II2/MS5tEbUW16KwpJWp5ERWIX4bfF50Zkw4RqsrQT8TJdtdKPNcooBOsuTYBEVPCc2JppffePD3z7nxhtQraIhuquDnLGsVr8BcriMc2g9uAqlEXc40Z3TmH4CEMN2/JYmFEpinCrLm5V42zG59R1ahkVSsibTNFbSG8xh104u75+hTf6TWMiiiaJkRnLpcLpVRymkmniVevXvH8/MzTw8NIWotwJZhXanGShUAuKpcrkptBJo/IQY9a0YxJTK6JacqkZPjUt5HsSlNvoV4hZ8dZKW784Ec/jJokhwOHw2E8d+2RioCD4ZrssklVlSzNjHjfRS4MeCqVer1Sz88sD+8oT8/Y+YlpvfJZveP+/EySQn2jnFG8Vq7VObtRpI4U9z2puSeb+3MCbor1fshpcGNE7rrBGXvCyBa9yyk0MVNS9NUrpru7UP9+zfa1jIW7f7/9/IGI/G3grwP/RES+6+5/JCLfBX7w008EUksLQ0pzSUKUhevIUlSRmHyhuAjyTWLS1xY2EvHYfar5xtYGnzVir7P2ib6hcoiwUnMB3PcRmVuD02squBDqw2mK7xLh8Xrh4fzM4+XMuayxWqiTNaMahW4/VFdgr47crz59cqS0oYQueKq1Uuoy8j1yQy2DHGRTVUZNiwnzuIbqMrY5NI/NjnBBapTCX68tD4TGGbWJaVZ4PkdGaK2VaZo4Ho8cj0cg6pnWKmhuq7ZvCVFJcwxWiXAxLtRUsLat4j4NPLxIY56Ou/HRNmlqhOdalgjXYi0KkahWeXh64nR4x939ic9S9AvddWzRCUlRYGjfXvZ9/z01JWQphfJ85vrwiD0/oevCq+S89srh+oQ9v+Xp+RlfCnUtVIt6FiMH5wVpKR8wBeP7xx6sH45gxHv6bmhxrG/N2MdAaqH3khL59WumV6//fJGFiNwD6u4P7fd/A/gPgf8G+HeBv9V+/tc/9VzAbLGK9dCat1WhReVxLKpCtypVPVvUASy08J3F74z1qGqsu82A3cnmm1iHpr+wJqjpKIT+YAQJXD0K9sYHg1dwIoT48HTmzcMj5+s6doJPbCHMocNo530ZwRh1UhovAZBycCLSVWm0/A0ixJh32Zy1VrRokDN9J7MkpCTkrKCZac5E5nVziTzS2Ze5UMvKsjh1mQNl1JXYWzMhmsmtGPBe60HXVXgNvsW0yey3yXE8HpmPp9ZXeRgL84q34jLWEOHeUK5L3W2FGIaucxrW3oMZ6rG9ZETFlKfrhS/fvkVz5v7V3TAMPfS9F6mht/BcadqdPc/jjqyGXVe4Lsiykty5mxLfOBy4E8OWC8vjO9bnMywrXo3ny7lxTXKDLDqxHmP1hYut7xuR/ZGxV0oP9zeDbO5tzxNIKQ9SfBXFTyeW492fuxvyq8Dfbp2Qgf/c3f97Efk94L8SkX8P+EfA3/xpJ1KBgwa9E5vndpWbN/8+YsuzKKmpKaGlcnhwAFmjAI2YY2UrBw+0uhExyLKECQrhyq313vQGkaXisjMYzUeWhmIS8azXWnm+XHg+n3n39BgaAN02FXKRweoPd4gd4bXzZ3uUYxNecZPbwYvXu8Lzpi9V+8JD138Ujw2NIt29Uq02c1tiw+RaKbWiaSJPB6yurO64RaSGFK7IfDxxPNyRWm7ICKfk1FSIkdLdw3+SY3U1r7EfK7Uhn7aJUZfdt1J4OU+jX3KWm+TCfi9mFdUQhNVSwKM6+SxASpyvV968fRtZt3NmPh7jmZlT1bYKap2nyHkY5/2ERhqRvBTquvbS5YhJlN5DuEvKwULavp7PUcTpcqWuK1Pt9SV479wjG/VFiYBeK+Tmed4M0E2I181Zz12pauOeuobHzChPzzzrmz9fY+HufwD8tQ8c/xPgX/vTnEuBO41sytUjDl6cJoKJ94gqk8pIznGPwWXX6yZ/KDGQUrO+OWeW1BKUepw8SegHJEriCa1ICjQSsIuUYj8JbyItM2POEc473p0AKGXh+bry5uEdf/LmDe+ew99PKY3aD8uy4KXQV9s9olDZiq3Qd5vaRUrSbvIMoyGbonJqrw9tRQ4tyjRNTTrurEtB1is92mMVqmnjLTrC0BbGXaM+JyDV8Ta+qgn5MHO8e0WaZk73r2Krw7t77u5fM80T0lKk61ojjJxShLutUKviksLIekZaoRaXZpxV2+TcaRvFb8J9YpAaWetr68fWN2ut5BTjp9TC4/VC/eEPuP/sNTo7bjXk2nnisi6NTxLSPLWSipvRTinhvbJ562crjahsaNWp2AqHPJU3vG0AACAASURBVHFw4XI5s56fuD68jaiNGfocBaj3mw3182Xp2b7t5vZbKb7wPjrj17eF7O/bVxdwiM0ltBudzTD45UxxjejQ12wfiYLTuyqqaSqEmNFA2yRGPOFqrdhM9GDFqEKU7p8PEf5qGqacU2yK0/IQhiWmsdEvaNc9ARUTqIcsbYhpVGSkZheLGP3j4zOPT0+cWzXtNE3olHEzVqtBRrZ05T2a2KMIEYl9TmFUqHJ3qNveE6NyVZs//x937xIjy5alaX1rP8zcPR7n3HNvVmZRVd3ZUK1GomgJiRZTJEYgpJ61xAgQUk9g3i0xYNoMkZCQeoCgJzxmMGCG1DBiVIyRuqSuyud9nVdEuLuZ7b0Xg7W2mcW5Jysr87bgKO0qbsRx9/Awt8faa/3rX//fU82eVnebRRH1QbLJv9vv9cnZqoJoT1V7WeC4SVDnFghVot3IvfALyQhZL+65e/GSFIRpWbhczqQhUye7+a38AqVRNRgIG4DQVciNZGefve9/D4jFdTk20HMNlhVq2wa4VxPhlmjF7BWWVtFSrL0MpomRM4c4rplbn8btxzN0wNTv3D2noapamutfrSrB3H4ASCGRio2zt3lBy2ITqVVNKbw2ureM+GeJISBa+qXtz60X3ne4lv3f+2ABliH3fVUB2gLBFlVTSd8CbYyZ75oI/ObbpxEsQqTe3gAgoY8r2+hxqWUtA2rXUBBBJXI8nLgfD3z26hVDjLz+5Zcs7x5YLleb+CzeTorRLOu0k1Vcv1E2PkdH8cXvxloqUmcTiEk2ONVI5GHgcboy1cI3b9/y7ZvXPE2TBa0YiGOmlMZ1uVJKA5q7j9u29sR3F33fOiUY563ugc0QNw5CDxLDMKxsTYCyVGornKezdy7KWuP3ercphKTE5vMDRB9qsvF47GOgGmiaMLPnyKUoMhw53X3GzctXHIaBNJworTH+83su9Z0TzMKKu7RSePP22xWtx8fsY+dTpEwOJkCcvHQLbuC8LAu4CZQ0H6uvDua1arYNwwFpynS9orUyjAMzdg5rU37x9VcsAl/kLzimgZAzKpF5aUyulj7EACgaLJ1vjpchxsHowTzHyCElSInYlEPO3B4OlIcL5enK/HSlnScKls3VS1md2sN+PqRntR8An91Uq63/dsbuem3sSlaeB44WlCgbabFbQ3RsI42bFOX32T6JYNGCcD0cnFcRXL/Q+A+llI105SIpRAepcuL02Qs++2t/SFZ4PJ+5XC6UycEfwWi/uqV5ditu7dA+H9KQrb3mr+l4BT2Kixn7XCcTsHly85+KIsmMe+YyUxabxFT1/U5200ltdIZeNw7udaqqE9CQjRPRMRe2mlrEyqaUumerdxecFTnPM9frbBJ1YpOvAbxFin0W15dcgA1FDCvC2jrYuDHZUBJTbVyWwnVeyDkzno4cjickDCDmh2Llm3E2AOZrWTkzvaaOXvqElCmS1mCxDxrrlKf2L0vJDYRUK0mCDabFZEGwONszinXQzpeJh6cz4/HM6XMbUgsunNxbp+tq37MAESu/WljblMZ1cC3LGAlU4y6oHdfQlITNCmUFtKytyh4s1gzJO3geUe38+iIR3Ebx41yDQGgbvrVvnwb1yWrdsuIg3phWpS4z+hHw9DfdPolgQYjU043f4NZ9EDENzrosrgsQYXBfhRAYYqbmkfjynvGLVwxNib84oTlRhF7IGGBazRioj6nvt7XHD89AxuiUYxWjDTcPJEspPFxNhfvxfGZWmy4MMdJUmZZ5DXAhOiArFqI68y5+ZD8qWzrcSTodFO0zILbtgLLOoShto1CXYua/6WCS+RLt8bpAKZCz6VJ6Azo4WYpg7lwhRvKQyDEhMZgALwGNCSSylMbTeSLnzM3xQB6PpDQS4uggZqNqcTBO3ZApPOsw9P2nNjTa3EUXB577c2Dv4eck4P9Ts1QQkRXb6VhDt/czOUMzEHq6XBgeH/kCJXkZuXYSmrd397MznsVqKCvQKWsHyjpmSbyLhpG4ksIxCpoHclNiqVyb9638vKznzE2ydR8o6Pyh54HCk6kVEO3BYGPqbtewXSs7QFRY53rC75LXaciZw+/9cEvDo6XNNShpmVloaIi0wUGybIY0n9/cc3N/T7y7oTxdqEOyaT+/ISN2QmspdK8OwgYu7bGDDnJ1hD/sgkV1iKOpcl1mni4X3j08cL5e0WTIeqWxYFJ6BAs2IViAsou6U8uN1oz/XQl74JPVShA6Q6C/vKtRhVXRG/CLsW5sRydepZiRAKWq33QRHayDESQRQiSFTHZHMAkJ4gBRGIbEYTBXNBW3+EsDx9MtEiNLLTZIlhJpGDgebpnPE9dSaMtCMN1CCz4pbDJysilqCUJoYW1b90/bb9ggcV0lDQP27oQ292YNPpHK6u/ayrIem+Tu9PM88/79e0opjLB2qopPuRrHY5v2DcFd5EIXqNmk89S7YFHEtVEAUbJg7ngSiFIZEGaUoptaGf7ZWtAde/YD/kXPPpw6HHRb9AKeOSAETRYw/deLFp9WNZTJMDD/G1QPRL8jmUUcR37wx3+Lpj6i3FPRIJyXq4FSMSA5mvFusov55emGJIE6HpgfHg2HEmNjRuM+k1qzNiBdEdquvoqt9WrRwm7cfm96x6ELlwT/vdrM7WsuC9frlaks5DwiIbBoW1Pb57J0gTItgN8YIVjw8WCVRb6j5mz74GI7ortS4TkQa5J6yjJXprkxz41SLCCVILTFgTwgxQMxpzX9TymR00AeRw6HEzENpPFoWZsbLUmKoO4CKoE4HhiHwW7kYENlaRgZhyMhZpBMaxebddBgdobVSicbehNvqxp5LjR1LYyttu+AZxw2Fa9OyCqlsGiBlKCZQ3x0xm6OkatnZeoj5FWEWgrl6YmlVp+2dZ5Hxb8UF211MaEdmGiekJ6JtGct1hQsN2tqYGP18xmbEqobN6HPShDDjHSXGTwPFmtZwS7b9YCxZQwCEmhhj1vEdWp3lSnAbQHUJmT/f2dw/ovamgTOo2kkrDhBdCzheOt6En7Rd+EV4EkzOs88Tu95KebHMRwGSk6E1qAVhqZUCSxGCqa2yIgpWzUfBAOIPi9hZY5SYrTBiOj1fqtcpivX6cLT+RGikIJ5htIaSy1rsEhiDt2Gl3gXwzkjrdogGh5MSjUexDRNtgqnRA5xk6BTIQ/m2t767EaF4XgAydRWKEWZZ5inAPFAiplxOJnCF66JmUeTsRPhcLol+LxIZ2LmYSSOB6rE1VqxH+uuqp3SQAgw5kyKmfdvn4gycPfihbWIBSqVMk+IZqD4/EozTcgQgGoTqcXG9aJYFtBHrM3VTGmhOdhrGFVywLqWRmmFtjQoFvSfWqGkgRQTxRW+F22E5EbZMfL16zccX37OXJWmVobV2SwnRC1wUa1luhRvtcL6+yFFplZhWUxVy7tj0UHZGIJ1nKp1v3IeqM4itg/mpWirq4lx39YSyCUKLJOwrc+GKN5hD5HWLSIcjxMfVNw7kmmptFZNAS5tvJ/vs30awQLhSbfU2tiA6gAkFLEMIIRAVkGKErTy5vqA1IW7IXN/c9hIKSH4uJCsoJiqI+pBoXqK2UsT36Rpn3GnCTRXp0Ktlz9NE9frlbkU519EC2Td3bsZMQa2tuieyryuBDuQqvr9sM8YPkYRtgxjex8hWv2ragGnBGAgxUxOA7c3r0jjQAw2N3IYj8TBBGwOx1uX1zdi1ziOxCGjYUBd91J24sAhbi3jXjunHKiLBdi723vmaTEdhxi4TmdaLbS6oG1GtLp2iKfZqdhN745ytrAHB3kt01hK88E4IG6Aa9TgbiOYvklrtKIUEbIPplWrW1bwuLdRL9crt3WjYKtFNwMrg64etetwqvRpZ2snC33GBDYbCgfJMXFmrZYZp5SI3gLuAaN3szrY0IF2PPMVByg6q/jDre+LYMOTDh3bUKWoGUH5fgXHccaU6Xor33f7JILFtBT+/OdmjFyjcyFgvWFtalQ5JDcCKoWyXDg/viVL4wf3d/z+j/+InDN1GFmGgVyBYgQaaZZidkamzaiZ3UAnwTS/ACrqaZ5YaTHNXC4Xnq4Xns4TT9OVGRuPF4Hmatz4BbIfLe96GdairLubHC9tmk0IBjEPzh2Nt28iYiQexEBeCUjIpHBA4g1NL8al0JHj6cTdi894+dk9n7/6gQWBkCAGchqJKXE4HDmcTlvWkBLDaPMjNuuSnWa++XT0QGYprg2ISVDKXHk6nKi1cv/qc66XJ56eHm1+pJjHZorKOAyM48gQNxxhWRbevn3L+eHM0/mByadMtdpcylSulmAmIQ2WAaq4Pof2LlYkaPaORjKVKIxsV1UpxZ3gAzy8e8cvfvFT7u7ubAI5JZZlYl6u5PwZURdibQxi5L9jhCqVmeiueK5SHhMqjSUIZzwrFjWMgkaMwpwCl/PZOlESV1GjFYhc55NWFgXg2Ub7SJTw61ODtUnBsAi7QCoVyMFYtLF3jIIFi5zyCgJ/3+2TCBYQqOlgpsHBVoKqnlnYrLBjCCC1UZfKMi2UpaEUpuu8+ovYRR4JRanqY9+qa8q4tkRXMo48W/GVjisElrYwLTOP1wuPT0+cpytTrb6PVguWVmmiZLcoTIHVfEa1gdoaJNqcmAPrEJxhj64v4RoHrVGdn2bTgzZy3rDiNYZsX+mASAIyISh5EA7HO043L7i9e8nxdM8wWKYRUiSngehZxOF0Wq0P45DXnyVG0mCWiXs+x3MyWduMnrVSD5XT7T3qY/HDeDT0X90nJAjDShgz6vt0tWBRGEAeaJIROcN0ps4L2grLtIAUikJ113lTpLJWYBfFicEYiyJd1zOazIEHi+ql5eVy4fXX3/D+h+/WAbyufdpX8ohpXyQVamhECX7zbphKp4or1kZvYn6qi7glhSjFh8jM97bLEeAr/jbVvBH1LADsNUk+3Iq4upuIMV+lixcFki+mKzWg6Vr21NqM9fq7EiwkRsbPXlmQwNh4YjOJPkhlEXOYC61NaJsNnFoqqsYtqLV6GulRunSNxbbqE/QUrvcjejfEdmLXPvU+/LwsPE1XHq8XnuaJ8zRZAIuRudk8RZNtBHol2/SSxFeTKLAzJ3CGoZ3Q4gw/HNDswQKga0CwKot3mnZCQkKJSMwMh4TExO3dS+7uX3B7+5JhPPgMRwczR0JOhJQJaYCUkWT+n/Z+kRjielOLX4whRGdYitOxA0RXDs+B1g6MhyOokPLAMNpkrQQ2vxI1INPA1oWYR5pMxFwYT8bhiPFATCNTOFPLlVKMaKWtmqmTGFFPgmM3Pv+TJNJaQVVIUUwLJERUhVKLtZ0JzPPMt99+a9nM4wM0K41yjFz2LVhYeSB7g6B+bRjByq7RSoMUDXAdAuRgJL6cGAYFL3mKdokFp2K3XVdINq7lhwLMfWviDFDtk6Z9Xsr2t8ebHuxEDOQOErw1/BF7z99i+ySChYbAcrR5CyP0NqrrVVlHoZGaUucHyrQwna9Ml4tlE61Rls04GVUoVh5ordCag2c9mwBqW0EkUStLtHnLypmS8zLzeD0b0cudr0wkx27w4vqZwVWt+iZ+w69BypHzzpUQP9nqnZjekpNoGh69hbqu5g2fXPQ2YtqCUlNbXdNtZhxvuHvxGfcvXnJzd0dOAyElch4tc/Ax8WEcGQ5H9zWJm3FRdHxHjX9huIo689P2IcY+ur3zG1HlcLwlp5HBqc8r/6Pa+PvSKrU0M0+aZ0JeGEohpRPlbuY6XZguZy5PD5wf3jNPZ2DhclG0TgbWqdKiGCTUjBlrtHGXv6vWkkwSHffwFnMXu6mN6/mRt69f8+WXX/Lu3TtuXr4gpWhm0N6GXRcNtSGwLWiGZwOCxXU1UxKG40AdRxgGYm12U2mgleq8l4asHZadgjl4gNqxeD9Cy7bMxFvlfg2KNBNAEqx81f5e0SarHb9rKqhsDNLvs30SwYIQqMeDg5D2ZcNWDQke7WthcZGVUgpl6f6bXaZdVqtC3Tl1S1Ni9BRwbZP6n92hmz3LaE4tnhZzwjpfr1znmaUWxMV41TsVfZipp45xbbE5gOUXWidl7TfVbcL1Y/128dUNDd1+1VcQJ1q1StUKMTCMA6e7Izf3N5zubhgOB2JIBmgOx7UcwcHL5PhEjNGCRIgmJBPMIFp2+M7aDYmsCuPqE5XGexi4ubm1ATvPqDpHYqnVMz3L1MrSHCSeqPPCcTSvlNNy5Xp+IseRSOKSMuent2bf2IplF951ClGeZW3rLE3rN3QhhrK2vZOYbF0rE0wTb9++5ctf/pI3337LD374Q9MLrdb9UAHV8GxAxFr5umaOiAXp7qop0XRN0jig44CUShKotXeQDLhf84e2lRpbZrEvPXT1Enl+TVhZHqWzids27xTE9V52PjAhQMw0hIL+7pQhGoTlMNBrNwl9RYbjkImlEpYJ3mYWsegrwcVWGqSY0WbknFVRyf1L+4RqbJ42ijyrG+2i95teAqVZ4jrPM+frlWmarF0ZNx2B1nkPYaec3Tsfuxu/T5d20pfdePacTZc6zhL7Su4qSNWwFG248HBbn1c1D9OYMssykccj+Zi4ub/h5vbA8e5g/Ik0MjiwGFJCiDZpGSOSrMMRU6DnsfuVzpiG/UJ2KFicu4LjSs3OweEQiDmvXJHWmsngLQu0yjI119kEEGI8kGKgpUBqNtHKUghx5Hi6J0nieDwynd8hrRIDTNdHaptRaZRaDFfp+qPebeqBQ7p9gKfu1uJMoOYN+/7dA0+PZ/7sz/6Mv/bjHzNfrxBH62YJTs23BUliRIaAjMnayTlSZ3MUG8dxHUi7ubmhPT5AHqltRoIyhQo+Kg5bKzQSVovNng3sj3/xoLXqy30gNNcJeyJxdTZT3MagD+b5EOW5Km0YKP65vu/2iQSLAKejBQFfcUMwNtqkjRyEMSXE3cVVDO3uE6RNuyBuMo1KnzOIsRkg2grQbEgpqInd+tyESDR9RixCa21UF5WdPaMARVJEUqJ1f1FY0+0+Odjp4uuNhzHu+tYzjQ8ziX6CVQWI3od3yT82GnJvDUsyclVKkeGQOZ1O3NweGW9GcjYEfBgyQ7ZSxEbmU/9j62rZ3BgIaTQHgLf93L4+tm3PCTn3SRcrV0ooEKL5m9JclyKsal0xLeRloV0vhDgR/LylaINlOWfu7l+toF1rFWYlSPMWpllENC3PjqEx7+xGT1JN9zQEnxtRCJlSCl9++SUvXrzg6y+/5P7lS+Ltj2w2Zc8S9WsrjZmSEjUFS5KCEbGaVpbOYxhGDrf3xBZQv27KOBtI3zsg/Zx3gWR2Q2JtRxqM8VkOGnZpTusT0N5eRvrcTyPFtOmvhEDroibjyOn23u6P77l9EsFCYkDujiRkFSxNYrqIWiuDQCqN+nQmlgKlUlRZJlMyXnKmDAM1Z2aJLBIQn+cwF/DNY6MhkKJlKK5HGYzLydIa5MQ8XXn3ZA7epTVSthZj8/QfDYx+EwKU2lbwK6YI3TBHXcmoFCtHogWEvd8HYuY7wfdTRMjR5jfa0lZ6uLiBkUSzOwT4wQ9+wN3LV3z2+Re8ePk5OQ/ENBDDwPHmzoVQnEnq9oClNULuZYZCaGgU1800HlrwDhROCutF1F6ER0RMDFhsVL0+45OYH4sQaamggVXOz/xfjI6+ECEMxHRgHG8py5VlPlOWmaaF4+0d47s70psTl/N7ltlasiFN5oWrgtQK0vzYj8bHwfCVcRyJaWDxAKL3n1Fr5etffoWWxu//3o9IKfE3//BH3ObM27agrbLQmKVRgqA5wWGE04H6mCmqzPPCvFz56Vdv+Ox44NXxnhd/+DljsLZ5U3i3zNbubNvisGaaTUAaaPhOYDZ9DXtu/33NUPfHf/c7VdVnYgIEW1TJCT2dCIcRTRH+y//8e92nn0awwBW5/V9Whpjik6WHRpLKd/ecVFkW5doqS5kopTKHQA2JGoP5Q6TIrDZuHAW3BTBVSQ2CepuzWAfQAEgxUZZSi0v4z+sKs9TqQz3mTjXEbIg7PuxlDC+6klHz1mJtLoSrVmtXz0C0Wx6GTRN0dboKwQAvo1Rgux+R6ArdagIvMUbubl9ye/OCw3BDTiMpDOQ4oEQLtsG4ARbI7CuGsP7NVSyF3k7GuwfsGJVOjLfYYY+JzXZIS1v93VfRtWTxIFhtn4M6WYpGdCA5pLwyO5dgYF3AAOl0OJHLzGFZOHlJcD0/cr1Cna/OpwiINg/AYt0TCTuyVvFBOLE0vCptntCcuZ7P/OTP/5wf/f4P+ZeXv4MMZvYsWqzkrLYIaBAYR8bTDeV0gctEaY2lznz99ollNke2+1PidDDryhAT7eSdi/1oeMeyep3hJJ9+aNcMsj+3+17Wt1A6/rXHIbSPKIg49Is5442jWyj+jsyGAOuwUecfWCsRax8GQALDzS0hBJ4uC3F6oj5EaoNrq1yapYWzsNrGxbUeDJ7i2wFucVN7Dk2IKRoIhnK+zJzniVIrVQSiULWuMwQS4ipnJ7BOiAJryvmMgSkB40MYNmJlyMb/6zebBZaucyArj6AzKEPyVliBUprLvN9wHE7kMJAYCWQCGeKuhJD9zIVxC2QXLAxz8bbhrj5eQVrk2b9hjRkryPixrbchg/TBKHWOQAdNhVrtNTW4fD0Vadl4MXkg5CNpnDmcCorTm+fJfVKcFel07RW/CNb1qrVCmY3OLZGUBqalQq1oSixz5duvv+brL7/kej7TjhspLgRBo1JKBQmknMmHA/V0Qq6FhcB0fWJqwsPcCOeFEhfOJGINtAQtJ7+Mu96mZYhbR2xfnnpAl82RrmuMAB7woGvUWifMMSIva4NnhSLu1+rv3UqjaPhw6Pe32j6JYOG8RvrADtiNabMgzihsSiCRQuD4WWEqM6fLI9MTkBNTLSylMLdqzl4pot4iVZfna2q4RFFjxATXsbDpwGrKT/O0lh8tdqHX/b6y0nSNQ2E3ZMct+th0507EEKwlGkDxLo0460K2ITLYCFArX8PLlM0PxI5PLVY6pGglR2AgkOxnScQcnKgUVvCsO6fRyTueUQSstWa7Ix6YdY0I/hbGdl0nGfsu27CU7IJGN7fpylz9uNjW/HhAbZbl4eIzooarSMzGQByPpGUh1ZncCkUbeank4UK9DE622zCLfarfA0foPJcYIGVOBN5dZ9dxVZ6ennjzzbc8Pj4id0faYItAiJGgQqiCDJlYIBVhPN4Q7kxOT1JkvjxR50rTiUsT0lC9xLUy99nmN37dBdetlAg+fLhN6K6dDn+fRWBxRmpv2/bnVc0ZPjufomEK+WkYkKOSxvjcefy33D6JYGEXsPMhfHCri6fE0FWtGiRlzAdu2i3IK5blPdfcOKz9bysFGjDEAYl99mCHD3j7FKBz7WdtzHNhmqb1q9bqKgbNncS31Nxu+OdgYM8oPtRY2PP5+6SaXdimKNVlJ0MM7nD28VPyIeDYmqsfaXACTjJ8QiLRxYHWkesPJh8/fC/xfelCyMDaju6/A6y6oh+DPD8GhO6zjuBkSBvQchJasM9BFGgBSYHYzF4hDiPD8WCDctV4EOkwc5hu0OuBZW5oh1AUaxCqM0xbIwQLzBGTIkwpMQ4HLpcLrdo4//l85vXr11wuF8Z5ISRb/UPovrUQhgNxAVmUNB7IN1BTtvZ6CrRamEJAYyYQWSosGGFNPgCN+zFZz6GD9KiF2KCClC0A7gNGJbgUAjSHPTuB0A6BDUz27CVopEkix4GzZx7fd/skgoWIkqIJnKoDPMHTrexKT0abNj3Bm5tMDrcM+nucD4lcK0OIBjQ2Vs+FlJL5PlwmUm9Tqb1Xq/Z3JSSWWrkuV87XM+8f33GdJif+OGVbBIKgUomYX+pK/yU8CxLVabZBTKQ2xLga7XYPlGc+GdrHmP2mDmlrA4qRjAhGl25FqLWLydoNGJNPpfoFGAdLf4366sWOiEPvO1m2/p9AZ5x0kHXtwMDaeVqDgci63GmxEmPPXkV7INpW+C1LokdND7443V1pSYhiK3urMOTRhHbV5moA7zJcmNNg4sI+DWxYj6LS7PiJBXltC1GtrBFVxsPA8TBweZqQIDw9PfL1u9d8+/prfu+Hn6FLJIXIMUUeS0Ewxfg8jugCw+mWIR9ZLk/UoCxZHReBZTBNkEKgxYGUggsubfaBAaA5kczV4Iy1HNwgu5LleTfEB5kMk1GzuwzRAoeVJpBcpLr/nR5EJEYkZIZxoPD9t08iWASUW9yAx7qHayTMOhuHoVSyCAc1E6FwGiB8wSUlZF64nWfmpuhS7MsZnEYSaqZfoV2Ad6sdF7FBsGmZuc4Tl8vFyhAqGl3BqqfsIrRQYE9+UX321W+0Zyt3/zcBEb+w9201cZYhu7ZaCMZmFVv5ccLZM4eruGUM+l0Wz3f2AVgFdbcPYGBr8O/7z2WcEv9bHUtaT9J3N7ux5dm/91+rQ7jgWh37Y+PfgxpbdMgMOoIWWjky1sp4nKjzmWu0Eutji6UGyx77bI4FZzNCppkx8uBcinkpPDw98e7dW+4uF+LhRHLMQ3z/iQm0EXMjqZCzBfcSA/WQvC0POQ1oGGgSqRIYh+SCvcWUqppbZgYzbOq2g4avebDG+EBdiVN3AGlWf53YhKtRBjbcKwbTS0m7mR5NEQ4jNVp38Ptun0SwaI+PPP0f/5TeeTbAzQyFLmruZJFIVHiQxphGDocDx3Hk1TDyxf0L5DqxLIVWK0+1kBXHOTZ9zKo2ytwBPRGTZjtfLzw8PPD4+GgtNpp3NdxbpE9g+o3TjWtETCuy1bqJj4RgHINd6t/l8ZLTq/eZyH7rJ9l+jkhrZLExc23WolwWG++OLmDTcY9uxRRqNWr3zrSndzPspu+lRKQv9dJcfzT8asDyA2rQ+jqbWer2CfacsNHYFfMp6cFiX/pECeaR6jeJYp2vLh4kORM4rTeB1obUwuVwy3y9skhcrxkT+LEhsiABJTojtxOsCtP5Ylocx8ihuwAAIABJREFUwWZF5lp48+YNf/qn/zfTeORf+tePxJefEauRp2iFYTgwRCXWSAqFIQhyOhHLLaleqX2aOGZUI9emTE2pokhvcotppKsqpVs54HgDPu2sdv50bYzj4tIWfscWVpxpXThku2b2i0JEfMpaKNHa+e37x4pPI1jo9cryZ/8M6LMRNrAkapyGEA2DaCKUMlNCZhoH9P4lx8+/4DSMZIX3Dc4KGWGQsF7ETXuabXZ3hqv5/MI8mcjtMjHXZbWBs8pQ3IjZ24keBFLcVupCt0fcVJQ8S1xbW6tC1Er1FatTm/r3Pjm5Xfwi6lqZdiGUnVpUq4ZRSDC16tozFGwKVtpmViOY2lVH49e/7R048SExpHd2+tem17D+e4+o97IDn9JQp9GLZ27SmaeGFXki3aEeL+/sty3N3l4rwdmumggotIGmlWE8kscDMY8gyXUk7O9HfBYiWJZiU7GyOouLGtFuSIkQthW5qvL1L77m5z//OTd/9EeMpxvCcbDZCnzuR4QweMYixsoJKWzjAiG4JHokVtPlRNQGu+IuY1I1Vzu/Nkx2QFxuUaHaDAxesihsIsVqokrsBKjZYUxdhMPEvWTNUDV8mBX+9tsnESxiq9w9PLAPFsacNu3KGIWcR5PQa4vZAl4T03kyx+rBnKK5XgmlMCBEd5/qLLp9B6ADTwpc54kn9/DsbuXNTXB6C3e/re/To3mv16nP/s7aMwf6StxJTfvx786tMLwibK3UYjfd6uDVTEeiVJ8pSVv2YliJIlqJLT5jNj6fU3GGKTuB2v6cFxA9MPTH97/LeqNvx6LxvAOB6Mpq3R+z/ff+Hts+bGQv45kIGjLqQVlVGVWZx4XxcCINAyGajqhKXHk4EoI7xW3Cy60Vmiaf5lUOwwAteXC1bPHbb77h5z/5GS9//CWvbu8hH8h5XIlQnbdQHGdJEmkBSour4z2+LzTzR5Vk59GCJiDNMkCB1twPJmwAeB8+3G+WWVjZmNQCRqusLetO+Cra1uMUsNLZxta34x5+Rcb4m2yfRLAItXF8OtN6pPyAlCIBZDJQMQc32m2VeapcUN5KpB6OTI/vkTIbX6BuYql9+EYcPBLRFfybpgvnyyOX6xNzKSuHQrHhpBZ6FuAEnVZR3cqQzoXY6vJdQJFt2GwfLPpN0wPDmnbvyhQN2Gf3cqFVfMbC5mU3BzJZ22faTAc0+qi+dFYXW7raJeAsQMQdXqB0r9X9zW0jHfZEPz3PhpL0ectyX6IANnzWF7f949iDQdTmHbpOJxECVHc0s+rPwe6xeLAYiXlElgsaknVS2AKLqmUBVc0vVUulhWIdpHgydq9/jhCE92/f8tXPfs4XP/s5w+c/4HT3kpRGYlMupZjYsUv+B2kQhQk1dmcKkEwiQNkU2grmz2sAppUMzcsQ1bjOGbHud4BqQkd2fHQV7A09OasNidZRamqsWFVlXnr25BiTn5agW0nzL6AK+TSCBa0hj5dVDOTZV4xo2aYLTaxFLYUvM4+XK19fZy6nE+9ev2G+XNB54TSMAFsmgR0w9dWhOmjXZ0DmUqitkjTZKuKtUzXBCgBSxmrqXbYSXTOgZwn9ov2wldhX3l7L9wDTs4oeLNb3EccTnuEOBnAaJbsrWTnRS6z9bOvYbmT+g+P5DIBllyX5FbkPFvvf7z/vW3/rz7uA0YPFx7KJZzfzR45RCIFuuWZIvkLdmId5LOTpQEqG40hItqITHU+KqGdVdrwVVGlafO5jE8vtgV4DXM4X3r95w8Obt1wfnzjOC+Gg62q87avlZebBC3Mra/uaVmwUnMDShBbVMKDgPAqJ1PX82HlTDY5l2HGIEUIFs5AWIo3UAkmadfOi++Z0IF2VRYWQigHUVdHafL8tUwxNKcvyu9M6xbql1m1ohg90LchalhUcCyGgS6O0hRoKpSohRp4e3jM9PdqosVpNOC+TS9qZyOvWPbCFMoRg0m7v3nA+P9kqlqJdCCt70ruEnQHpZVJADTXHL0RMA6UIiPunom1td5ViJco4WgBbA1/cRElKKcZ29ICyzMUQdlXO5zOPT2ZHGN25PedsJQx2MddWTBUr2mpZlmmnMB7R2nvwbQ1+SqGrXePvM/R5Fx+1710g64xsAWvfAlZk1cagZ1N+viI7bdWOcTS3oSzWnhZhFctp1W724EY/VdWwi+DclJgZDieGw5HL9ZGl65YEC/w272Kfr+uYWMuykmLi4eGBw+HAq1ev+OqbbzwLCbSl8NVPfsrf+JO/TTlfkOMNQxDePF0JMZFLo14uqARSjjyWK1Nq3Ay3/udstQ8ogwSWYOpWdnzMo6SFRtVK8HJFMCEfbYap5BAZJJLVdTW1MYTAIWXHKozM1jwYNG8qz02QamWoiJWoNKUuhUODHINN137P7ZMIFoqlVDRPx0SR0lN317dwtZoQlbkTe7CR3lbMXUvUxWRxTF7B5jW8XvfVNIZArY3L5cLD0xNTXUx6bkhuwWcmvL1l2vy9BRO76Tdhv9mNJRiJtTIvOz0LPOPwxbG/ds896Dd9WRa7OIbBfEtjNtSbyuPjI+fLTK2NEDOHw61nFg10WY+jxMCQzffjdOzWhw7Q6kyrRlU/+vRuFHeEd3BTtZpZtIjVx9pVo1hlCd3UbM1IwEC/iOMGaqPehl/wLAvpOEJvHVev3W2s3bRHSrRjkyQZ1wRoRNOrSAOSMiEficOBkAZiypSaUIrjP1iWEcQd4CKCklPHMQqtVRMhzmZMJGVhevOW1z/9Od/+xU853H/O7e0LUoOxFigLYam06xOXaWYpM4/zmeNnJ2Ko3NzeMqREjhmINBpXERYsmzFyn+FwBLsutNlCFjCPGwmBVBsvcuIQBpK46rijyk1gUZiCcG6BiypXdbm97MeYaForpZAwM6TpcqE8nZnPl+99n34SwQJsUs9aQmC3urj8vd2uKjY5qeKP+SSeCdr0FY4N1PFVcWUierAgbPhBd4oyFp0+WwE7GLhv+fW0HT6e3ndwdp9qQyMmQaoFmA9bpr3s0N3f7yVGq+qckOYpufXpxyEzJMuSrO7pkvpCclu/7SbtIkHNtBuDdZRCSN618PZnsH3FB/f2GYXhL+6T6vvd2IRYQl+9HRAO/tk7mWtflqybO5atxyL2QOpPtx0OoqxlmsREjIkQsw3XiTml4cpq/fzhhwaxTDNiPjDGhtzKwaaV0Bp1mrk8PPD4+g3T05nbUglVGQTKZUanhXY+M5/PlPmKtoXhLnGoM6e6cApCFoMXmwq59ZZ2v9ntp1VKRRXxgNGVskKpHKaJY0wc8uCWC8ZgvtTCLMKkgaA+oo9S1ajgVQRSQBcLTsG1Q8s8c3184vr4+GvuwV+/fSLBAm/vudZkv8B6x6cjb90boHMDWvlOt6J6YLAGF2tG0TxQdPS+uiq3qjrN2hhxzecdKn1QSdeacm0l9htwt7r24SzTXOiodvLXRESaAX3gDlwO/jmYEhr4JArdJd5uVC8PUqKWBUTJg2VB7gFEDD7TgaIUkAG0eIBrxIAZQweTKNRWthKif4bmYK1jy5GeifV4pD39gOZYkPaOndHYQ+iCPVu3zs7hDrfAa/9d18RwD+sKZT8/Zfd8A8OOnMYeoumIxpgheHtTg7dRMezGW9PrvI2zXXsAac08WMRd7ts0cX145O2333B5/w6WGS2NQRN1ntDLBNeJ9vhAuV4gVA7LiXw9k6S31TPSlFrqenz7cF50kNNKO78+mmcW/fgUI4pJzsTjgdP9PXe3txzywBQT16acpRGbGTghhlvMalialdpCW5yQptCWmeVyZr6c/+r34q/YPplgYffXboTba2NwkAgfWOqYgAcM+QC5EfuVtfQAb6X5jdpv42UxV7Fa69rXlxBWsdzndfZzsK61ZgzRHVDXlZue7Ut/rgeU3eOwAyn9Z+lpvRpYKSGA4q1QC0Sgpq8hW8AxyrfV0jkFv0Dt+SH1eZHoSmIeCLyuC7v9WMsK/8jSzIRZe1nRnJq9HyjT3c91A97wuttC7/rBn33+fmx69yfsP/8zUgfPzmUvAU0Fy7gpxlHZ/Y6sEzl2g5oS72Yk5e9p2aiXapcr7799zdPbd7TJzKVTBDxQxHlCLxfq5QmJyjDNhEdlfnqklEpqgVYr87TwtJRtIllsRqnrmESRNasAXHXeyo55nskhMt/ckD5/xe0Xv8f46iV39/e8nyczYI5OolMTAzprpcZI8VY7MUA1FS9qNdLgvJWrv+32yQQL2X3vp7lP6AV/IMTtRIOlyasmgIOZwevn/krpgUKE4n+klUKZZqbLxTKE3EfW+5Qqz/rS3bm8k7IsrV/8d3xg6INBsg91FvddA9hu0GecDd96+l0dZDTwM63BaRxHD26GrYw5EYdEiiZF2LTS6uxgqAljBFHQSl0KtW1zHFbuJGI2nCR4RsGacTTP6NRLRRPE2fM31v3edTu2L3uvXgpuZQkkqRQRl8B//l5dTm4frHsosOnUhE16uaZG3yc1PsKGUeE6rHa8qhpTVIKaALEKA4kShLlW3r99y/t3b5ivZ6oEQhP0eqZdJ/TqQWOZGXLmhBKuF6bzmeXxCVkKbalM08JlKbsFx8Vr3MOmA++RjllYGzsEc85TVa7DiL75lvjwRL7+kD84noBgui9ii0QrhiG918ok1v42o3dbRGtbEDWqu+y4LL/t9ukEC+lsu96aXK+XteXZ2WkmktL5C3VtJ1leElaB1b6+9oEdsItlXhauxcRi6ZRuaduKucMcRFwwJsbVvXslIMEaLLap02116zyLD6r13WfuF7V9WPXefP/gveNQ6uKsUXMCO44Dx9OBw5BQJwVFMQC21QVaYymVFpJZ3cXiNHdvqTZP64GkYRVIJinStlZuw5mUWEYhDdvDD4xwgh9j8XPQQ7VhRj3178zKfca3SeJ/uK28FdjO8YfXi5/X5n8wqJG8u2CwBjGxKbVgj6/G0ixYDymx9GsnCMwz8+MT1/cPlMuZFhJpTOg00a5Xwjwhy8Koyn3O3EXDGS7XJ8r7txZQ5opOE7HsiGq6qb1bndY9ZGQF90UEUkKjub/PAdrTe5hnhMLnP/oBh9O9LZoSTDQ4BKpUDmLuZPh9EnrmQXMjq56Nf7/t1wYLEflvgX8f+EpV/8QfewX8T8CPgX8O/D1VfSN21v8r4N8DzsB/pKp/+mv/BrgOghKDg5ye8vb+tq1MhiT3SyuE5mg/q0JTo1rv2SX6m89uaBBSGJiWCxXl8emJyzQhIqQQKVq90K4kb7F2Ukyf6OtpdCllt/r7gUy28vfgYUFGXVh4e706f1dFKW0hM1DKTBNvpQZDTIwKrDw8PNjnAPJh5Pb2lpubG27vbkg5ojGiVNOZnAuPjzNJk0v327Rq7O5jTkoboql9W5CD0ixzqS1xOBzwzq9hIdo9Wm1CN3tw2wOy+wG4Pe1d/CK189KwiYvemcLq6w4CipqamE+SglK0UnzKtvb+urdGu3iROg4g4BPKbk7swYEIggkjHQ9HYrlaZ6UJQxy4zoUaYK6FMAyc373h8uY189u3xPt7JCykVhFt1PlCbgvHIXKfhR+cBvS68Ga5ItOZcrnQrhO5KmUq7MugDmjGjsXpRphaHEOKhyNDGmgpcq4Lb95+w4WJKRX++r/6r3A4nTiFTPTFlGCj8W+KKbFFVSeLBZYaabO19C1o/H+TWfx3wH8N/JPdY/8Q+N9V9R+JyD/0f/8D4N8F/qZ//VvAf+Pf/9JNUZZmKdpa1/ZUsq8otSGh2aAQNvTUmYfiZBjwmlosgwjOaGxsv9Na4/Hpybwv54khj8ScqIvSykQeho2hqFZvryPluzS66rOqYkflxtH5jnj7Kq8bEr4nYtm/E7FBUHdab0Y5L1NlvkycTicrGcRau7/88ue8e3zgL372c+bWVmHhhg0ejfnAYTwSUiS6AO44HEzDE7g5mD3AOBjqfjwcGMYDIWae3G9kGAabw4gRVRPT6Z+rMz87C1HMYIOO0TZ01RAp1W5uG67bZmiqKkudbDLYO1Or83g0hSd6l6jZ+TcxXQum3VumuWq3tmrEtCBIMvxH2waQEsJqJ9ikGavTvUaWpTCOA6Uq8+s3fPmTn/Lmy694dXPDcj1bCVYKrRTGGElaadeJoyplngmPT/DwjvA00S5XWCrMnXLv/bmeKZWdWJAAYTfHUWZKGGDI5sCG8vTtlZ+cH/l/Pv+C8tf/mFdf/IDT3T1DHDiGzEngWhqvUYYsPAKP80QNkHK24xDURYa+3/Zrg4Wq/p8i8uMPHv67wL/tP//3wD/FgsXfBf6J2h3+f4nISxH5fVX9xV/+V/pFt7Xk+kituDT/ejH6giH01avX+2HFLcxL5LtMxY4pTNPEXItjIoIp5qn1qT+SEgOr9P1Wh+5adF6G9J/7O6ja4FDx9CO70fCHDEYRMx4WuvSdobFtrqtRT1mMK1GvE2/fPyJ8Q3SdglKKDQ2EADFzf3PP7a0J9nZR2OTOZNoap8PIccwcxszxeOT2dMPpdOJ0umccDxYs8mjkp2EgpIw2cxyzQnEHmO5Gn6VjSGrzK324rJWGkSx17WoZd8ZuwOZmUB0YBZ8yDYJGu7lbsxo/hU18uTNGbWUxVe5VyXVN8c3VzmaE/FrRwFLbeh4AU3WvDYqyTBPndw+8qor3ode/Z/iI4ThjGkCsTEvac2PH21b3dF2xN7UUeH2v4tgNrm0xlcbcJtJhRA4DKSe0NOR85emrb3g43XM7Hrg73VqpgaBR+GwcmGqhxcBSK0/+uUJO1CBo3MDz77P9tpjFD3cB4JfAD/3nPwB+snvdT/2xXxMsdM35RX1GoXcz6q5Xv6Mk7ze7AJ7/u4OR6hdnb43W1kyNutgvLK3CoutAl+qGb4SVO9H/3Tyl/m7nY79102N1rn73JTnGvLUDm0nkNx+HD2I3YcAyi+KtxCFm+3dxtiXmGBZCYLrOq1ISIRHdJ6SiXCYTE6rFGan0G6UhbSZEGHPidDxy/+KOm9MtYz5xc7o3zck8MBwO9vjxhtPxhuPp3rOVRHPXcdEt6GnAEXpdmYZL6dkdSNeYxGLG0s4sy/Is0G51fiCHSApGzqrzgtRCKwshCHmIDGNmzpk6B7cKrI5hREB9fqI5PrPnezgxToJZRzADFqBqziznCz/787/g5R/+Iccf3Rh42szjpLbOP4lohbYozJW2VKQ0QlEoarYAXnYmWI2iXMiC4E5q62Sy2mxPCj6MVqoRtVSpZeHyzWt+2oQkiSEfOL6ANNo19VIi02CGzddWGUWoKVFFWMaB4XRr+/k9t+8NcKqqSicG/AabiPx94O8DHPPoyLul/XsykLpeoqW9Yat3nQuR2CLmunKxteW8Mbmu/qU0SqmU1kAirS40NVZFSOGZRuK+xba+P8/i0seOx7OfFVxcNn7ndb3TkeJgUngIoZkoqzQY0sDhcKDMZkiU8sDxcCSPI/NSzFU+J0LI1hoMhk0Mw8AyF+apsLSJeVqMEq1KKwvoQgyNcxQeHgJv3w8MeeQw3nB7emGWAjEyjifu719wurnjeLzhsy9+xPFwYjwcORwOSI7Puz3VIdpa7e/XwjTPLqRr7c3iGYSEBnKlOtfl2UBeUZ/IjLQmtFKgzeQgnMYML19yPb/nMfn8iPew9mByJ1y1pu4dYqVjI1DV2KLipWCt1T7vMFIlMp8v/OIvfsLf+JP3vPiDZPyIjldpI7jqey2mIF6XilRrp/dWpfR9UdYMdr32m82xINWB4GDsZJSQs7WHi50v63AJ8+MTr6eFm5s7Trd3hDQwxoEogbEq9ylxbcJJhUuINAksItRhgOOBVL6/VtZvGyy+7OWFiPw+8JU//jPgj3av+0N/7Dubqv5j4B8DfHa6VbCpw1UB26nVTTfacBePtd+379VJU70b0UuaninAnj/gZKwdi7JhJUYV6CPLzTkGe+S+v5YtHgHPORN7dywriWx/7N+W0WTHKQxvcow6mP5izy16X2RejH5dykIMmePxxOn2lrv7FzQN3L64J+aMBFtJwXQvWms8nSeWPDPkiTlOTNcrS5lNIq4Yeau1hcu1cDm/txuzCIfx5EY3kTyM3N2+4ObunpcvPucP5saL+5fc3t3TWmMcLGOSuJkpN8dQnq5nK/dmX7VTIkSYvfZXKhKmlUXbPVfBVmGJmVaVpSrz7BOjRE5Z0CFxzJEcIzGYyG3rIruepDbPHpxiSlec2nNlOm6kjfV3UwjMpfD47h06zeQ8GJcjRWJOtDJTsZa57az5i5p1pgHGwaeU12tGZM1u9kuNYT9eDhGNtFeql1CNWISYDaiv5wt6hMd373n7+jXDzS355pbD4cBdFK6tcWqVGxEWVwLT0sjHA/M0E8vwsdvwN9p+22DxvwL/IfCP/Pv/snv8PxOR/xEDNt/9erzCtn39WFVNl6CjyI5X7NdmuzC3EmVfw4rICo6twcPfr7cjq3P27cT0CRA2sZBfs4/7bY89fPh69e+1Vbtx3BQ3OEi48kTWuQEzIo4hou1CTgNyGhiPJ168fMXdi3tevPycyzRzvLkBDabDmKzzQTBv1LkYDqClMk8TT09PzNcrZZ749ttfcL48siyNukzQChBIaeA6XbwNmojLjDZhLmZsfPfyC7phUQjBcBQRJA9kz25qrZzPZ94/PXC9Xnl6eGcM0sG6RfP1zPV6pdQJlWkNsHk3dSsEYhoMq2nKNFdKUwdrB5outFIYcuA0ZGpO5gHTxY/BoQz1RWdYsYrnZDs7Z6PLElCKYwqg0wxdsqCzRFOmSiRgJULHmDZCm/yVtC5tkFl8VMF9Tnx/ail2LvFMoxqhazo/orXw+tuvEPdVTTe3hCGTxwPHBW5UKCkiatO3rTXa4QCn5ZlB1G+7/VVap/8DBmZ+ISI/Bf4LLEj8zyLynwB/Dvw9f/n/hrVN/xnWOv2Pf5OdWWcwvE25otj+/L4ssJU7GRCom9mstbHtAlyWxUg7vc2mtrKVnciIrn3rjt5bZO+6Ah+WNh9u+7Lju4HLP5M656IVWgsGZsrqImrfY/b9qwzDwOV8MX2PELm/u+fm7o5Xn/+Au89ecby54bZY9rEXsgl+UYsEbrrbldr04TJNlPnKPF3IUXnz5jWP53fMSzb1seLaorp9rlJM8TykzDSZPqkRwmyVKodGSKZqPbdKTMFlCq8s08Tj+7c8vnuNaiHnBLpwfnrg4e07rtOZkO0C7gNjvcWrDdIwEqIpYoGt2Ja6RyRFynRhvk4s14laimUFMRCjmLGUbpT1yJZpzmUThhYRit9EKQQznFK4Xq4QMpd37xmi+5UGc6XrC5npBHTuiqxAcgfq14VlzWhwgSK7DvuAJCIocbVERKxUlBiJIRK9vFLvGL1//54p/hJOJ3QcyTcnjkPmgHCLW2cIXK8zM7AMiSlFxrvb3+RW/Oj2V+mG/Ae/4ql/5yOvVeA//T471FfiPnq9f/xXbZ1DANCwmrhUb5nVQhc4LX7Aa7MT14fMKh+0aeGjTtaG4n+IPtj2MQamAZ04TdumC3u6HWXwGh13vw4QE600ni4L16XSNHC6v+OP/7W/zf3dS0IebHgqJaToyveoLrenrQJGyuo30JAjhzxwfziS7m4IKJ+/fMHj+czl+sTT+czD43sul4s5vFVWUpPEzJBH0jCS4sC8LLx/eKRWc2mbl2Y39dJxGWilcrmemS5PPD6eefP2W85Pj1AnlvnM+3dvef/uNdfpwjgOJHedq2wBv1WlanSeyJE8HgkSKc3Oa20QQ6MsT9TpEWkzMVgHhtooPhcDPndhxIZnWcX+56CNtswuDJStjJkmHr7+Gi0LQZSy2DGWEF2Jm5Xst5ZgYiS0KtVwCnVNC6BpcPFnA/L7tSXYkFn14ByFVZyo758tOIqUyuXpkYdl5vXjA1++/ZaH65l/49/8O9zkW0YCRYQbbYwkvrU2DfnFvTnaf8/tk2Fw9u3DVH+9gT/yWH+teqvOXtYxhGfAwgdAw3fnDj6sPH6VWEhH03/Vc/vMQoEV5cIouJ2kJGF7vekyJpIEijSmUlkskpHykfsXn3Nze8vc1BzKC0hMzJeFaZoo80xdjPufzFWZLDZvQRU0FUQTfp2a2M88UwogmfFwi4aBWCaaWuYTHYeIwSY8cxoM+Mx5VfTqXyEF2mJt3qUslKVSGsZb8OGoZZmp88J1mrkuFV0Kc4yoRmo17VBYTMofiClTSbQGdSqmotWw91UbG2eZQM0yIaoY1tPZpdGxH9mJFenWml2vnxX8MmW0MEaywKSFy/sHdFkITtHWaqPtsXbnsOfyhB0EtaChqyXF/mprWHlkkLd3aFzbwjp+z6n/HYPSYrJ9MURU4fz4nsc33/LVz3/G48PfIr8Y7RwFQauwBEE18gZTdvtYVvybbp9EsOjQz/7fPcNYH/vgRLN7zTq4JN3Lw7shvaMSwopPrAftQyv7FUnXjzz//ECbeuNfoXW6I9k+e/0+g8FAWnx+oKmwFDWz6HQgH08cbm7Jh1ubyF0Wm/oMAcIMmLjPvFSr1YN5rUQ3yslRGQLEYLoVdbH6tRbTkECFGI+Mh0yow8olCO5X0n+WmAkpkfJIHo+k4UA+jAx5JORhVdEupbDUwlIqU2lcl8ZUoFahtMisCSWDHGgtMuPCxU0gmcfpMAzc3r0gxtEEXhajRFvGgdGrl+LjrQ31mSFtJqxl3SRn937k/OwDunVMGmg1vUtxtm5THh8eWC5XMu6TWyoBITsFvut7wA44Fd3NsOz+vg8Bmohw/536jNcTZTOysmtDqR4s2rwQRchxQFolloXr+/e8/vIXvPv2G47DiZuTMER7/2Zz+dxopEbZAJ3vsX0SweIv2z5sRcLzFXx9fNfvXyc4HatYWqPb0e/Vqfrv6l/S+e3mMB+TUt9nNh8rQ8D5QqoupNMvUtdSCL4aqWEbiHH9G4qkgcPphtPdPSkf0JhICTQk1H0oQjQtB5XgPICGREWWRjPQw3XAAAAgAElEQVS7G+YkzDmQUlzbk2Va1oG3ptGODRkJQi2FpSiBCsG7GBIotXA4bMcwpUTOmeE4koeD1drOYVltF5pSJUM+uMBuJp1gCJlWFg7ZCzqx1ul4NDr7eDzy4uXnxHSgqlDmxlJMPayUwpu3X3EeIpfHZvwBvbCgJKeMdfd6bb2c7HenmVdVgLaJENVW7AZrCs2katDA+fGBdrmSJaASuLRGEru+jP5vvJvYs8Yd72lPgdrg849cX+tP8mzquLgEgvRrrzUolZgaaGFA4Trx+Po1b775hsN4IiIMAgOBG4SKcBcjM0r5aPH8m22fSLDYugJr7q4eFDytVOhSFr7Qb+WA+Ezfd95VbGUvpWxaAk4XX2nKzxKITST1+RspHz7arY0/7NBEb6Y8Ywfa5Mp39q1/F8Ge76h7CAyHA3f399zdf0YNQquF5szDyzTRlsr7d4+cHx85v39gulzQUkmiHLNS5wvaCjE0QmjrhTwOBxrJVnsiMQ3EdCDmxLwsdryaY0YIVP5f7t7l17IsW+/6jTnneuy9zysyMrKq8t4q34sfXNkWcgvRQfIfgIRMCzo0QJgGiA4t6IBkucejg4RkBEI0ANFECAmJFh3AAiEhg4Vly/jeqluVj3ic195rrfkYNMaca+1zIjKrbmbahGqFQufEPif2Y625xhzjG9/4Ppyr6lY12zD6tltp4YfL/Sr3l0ohxshpXsjiSHiKH/BdT+hGDmFkPFzixCwbnBf6wWZShv3IOI6EENjtLxDpMJsBTy7CPC/EaaYfPY/7Hfdj4P5WWKaMVrq7zQ8ZJpVL+WAwb5YD2kRwUrY2uRoxqqQMAqfHR0qc2fkOCWGdOfHObCqaVYQTXYWYDJxvG0UtL6rOh4PaAl5XPahWOQXrhJ3bX1q55/D13nCl4FImS+Yw9Cy5EB+PfPXLX5i1Ytdx8IHed+xDTxbh4IRHVfJvVWbRFL1pN5ej6TkiWgMC9THqY+2m2yZMoQaFujZaerzNMdQhrxVAMqZlpjwheJ3vDB9MK7/leIKlnGEnpj7V5kwKIsH4HOrQegOK7yB09MOO/eULLq6uEelYYiKVzLQsnE4Tb9684etffc393Vse3r6D4xFD/oRAQuMJJeGk6jJqWXerIiOKhzCyu7jk8vIF/X6P7zvC0BFCvQmcKYSLCF3oN03Pdg69yfSNXY+OQkyZaYm40K1dLHUe33tC8ARv9otOhM47dj7Q9Z7DxZ7D4UA/WAsz52y4TTSJjK4bCaFDfELkEeVg/ISyEOMjKR0p5ayTY+0IO/8FSmeCM5aeb1wYKdtkqLoza8limgjN87bvRxZX9UDl6fX0Z2vq/FpvmJWVNA55j5ylVfHN2vsQRNYZGZyzgTE8OBPstSCWcFQ915KJKfHuyy+5fPGS6fqGtL/AD9aaD+K5cMLRuSqu9P2OjyJYKFpvHl/bmMkifDHLewMGqQ7fjWWzHbZrtmCyzYJIfbQPAfGeWKqlYUqUlCmurOWFa7tle09qAapeyvYg57jpShZr9WrZhDcagavNvRcxtL8BkKSMSsJ3vSHsCebFxEy64cD1ix/x6rPPefXZ5wzjAZ8S07LgQkcINhzmFC4uBh4v99zf3TGfHk0vcgG86VN4Vyg5EdOMr/YIWhJuN3J5c8Ph8gU+jCxaeP36NT/+8Y/pulDPt5U3dqMaM7QRmYZhYOzNjCeE3pD4XLg7nlhi4eE0c3+qgGnncJ23wOyEnAtLWnC7PRTPw2milMIYR7wIMWfmqCAdvh8o6lmiAbvqO3zXcXl5TU4Ty+mK29dfQsz4rkPzgmp1hgvBdvRG3MpxxQEsay2MXeBBCrFkfCmUFAjOU3xHwfH2zS3Xn/bEUvBDT0yRjmLrUhXUOhlRtXbZNvzcuiU1kBQDWjOGu6wxR50NDmpBBDoXUC+r/F+uAsa97+g6R5oXMy6KkV3fgQiPb77ml3/v77Jznq5kXv3kcy72O1QLu+J4iefG/9aUIW0OqtX6taxQ92Qns79hDc7txm6EK6ilhzzrmDQ0XM4p4OctL4vs5yzMH+yogsFt1yrBCEjB9SCB4AaWAikXA7j6nuuLa1588hkvX37KzfUL+t2BmDP7nCliZZVo5mIcbPeLC/N0ZJkmclzQeILlhJlJZ9JizvApR3IqTEmQYcfu4orhcAnSkZLdDKEfoILDFpAsMATn2A0D4zDY175n15uNZNdZ6ZSLcnVx4OHK2rKnx47ldG9zEstCiguqpgTlRbkYdlxd9Iy9WQoKFUvJhYf7e6akxKIk9Zb3hY4QPNcXHQEbdmssXbJ1MlqSb8Q86jqSWnI0p/Vs5DdVfMEG2ZwJ3DoPkpSYFzjNPN7f48edXbvV7Nk2EmfMLxt0O/M+aSRApxspr6zrsWW02xJJK6aS8Tb1YH8rxuUUEguBUAWUlTKZebfvPMfbWwOTl4m3b1/zs9OJH30+c3jxkqswMlaBgO97fDTBAp7W+U9r+qd/2+FWPKOK5ZzVp0+IStTWaQUadX2e36So+OE+mzHXTR/JBIjrmHedMtUCwfcc9qZZ0XWdpfo1/c91arWUUrOvF8RpJi4L0zgyPR6JyxHJA64crPwohRgX0mLEq1QKx2hDVGEY6Yahtiud3Yy+p2jCYyWGF2fj6rXkWNXHm79HMQp9zkbTH4aBy8Oe02HPw13Pu2KqXc5lJNuMR8yZHBfeLvfEuz3DaOK0XdcxhA4fPJcXPX1UjnPmtCTmlFDJqOtIWQk+bMxJkTqC/awuryKubUq11Gy1DW0BtLl6XQGxTUKQyk3QaivoRUhqxLr1+dtLPVubUtfbeu3X6PDdW5gNc1NMMq9EbA2VgqaFu3e3Nvx3dUk3jIS+p7/oLHP/AZb6RxUsnh/vZxUfBgmdSB3Okff+j3emSZkM9QKodnNn/AwxgLXRxwG7geuxTaF+t0MLG4CLBQxLf1z1Qa0sTjxd6DkcLhmG0WTuzujEvcgqspPywhgC8zwxnU64R4FcHeOjQ0qV3SsKrse5iM+ZDiAma8nV1mjX98al6HdQPLkkPBYkvKvBwnn2w8jYDwzBMgFKqYEik3JCtdB5x343cNiP7MYeKQspznRB6MV8Vh5Pjxwfbnl4PfM2dAy9lTjjOHKx39OPI6Hfgx8YnFB8vclzpkjG0T3pyHRdR0we1cWUrd/vsr+HKUCVHRAqvpEpWsWSGrYQ7LM7b7hD24xME7V7b2OjebrK9pr2Rrb/C88oAefPUbPiFrYCRvBaCYpV3lHVmLIlKRI8nQSmFDk93BLedOzGPc73DOPIjy6u2Imt9+97fDTBorH34JuzivOfARvAKfWDnIGYTQKP2rJsZCicw3d1VDzZomj+GedTiz/0YYBgtwG1QBt9Ro2m3PUDw7Bjt7+g74aqpGOLOtQdtA/mmOadInWXdy2jKhYIp9MDaRbTaCiFmATNNsGJCwRfUImW1bhgnineAEzvekp12uqHgHeOsevpQ2AYevrevt+Cat01cyGXDAqdM9bobujogsNlYQiOvjPB4DgfecyR2y//GKpDl3NGBjPGaM/nP/199pdX+GEP4vAOe6+dBZZhGBiGwQJZ15HnjbJ/vnu3DYSzTcQ5C9JIFS4uZQXT1xvZORgG9vsR10SKvq3sP1NkB2watmzrcVUiXDkWT99jW6sblqH1bbh11uX5UUrBZQsmZVlIKPPxgbdvvsb3HYfDgc9/96d03qaTv+/xUQSLb8oavimTOD/a7IY0YLP9aQg1bYDZAKeG4HvvIbrqxenJmp4oLj/tja9X8Lt9QLX3ZLT0UJ+vqnspKELoRvp+x27cs98d6MKAGSKLgbEILoDmgjjBEyyWhA6/O9C5wFAHwU7jjofbO5Y5kpbFEGAxFXARQb3SSWEMjtD3+Dqr4ukYh4MNX6kQgseJMPY9na+uY1VCb+1ii2ksFEzFysazhS4EduPIxcUFpe8YesfQO3JJ9QZNpOMdaZnX05RzZsoTLAt/+PM/ot8fCP3eOCb9yG5/wXi45OZmU/gOdZ7kvM3eaPxN0Pl8I1rXkZypUraSVCzTMCAdQg1M6m20fstan2cEZ+uiSf9hAUPabMjZa79XrlTClrTg1Z6HVWdrO0e1nMq15Uou6JIRV/DiICYe3t0SgrWj/8zxD+guHV5+iwDOc3PhDwWKDx3NPVoqN+ND6d26W0jb3W2BPb/wa5r4G7zud/18TqpmwzMNDnFC8MZZaAzJ8zbl+hmKbhmECKhlHL7urn3fM057drtIKQHnJmY3w5Jw3fYZvSh4E5AJwYM3GjnSMQwDbTbHujfUWRa3umM9JZ1ZZta5QKp+GaKKdybScnG4Ig8zoTO3NKoqunOOMk9M0wSa0CI2mxINjJvmzOPygPIIvqM7XPBSOrrxQEzliVnTN28s9tfUx85o+JUoZx2IgnhrNTZuT9sU1JnaVFo3Hv/k50+uL6DSjK0qnb9uEvAUqfimtd3KYlUDTdvvtTa/wSvlPRC+pEQIHvGClEw8PXL71tOPI/f3t+z3e0L+/0/P4h/K8fwkPjGh4WmtB2dlCOcamFWjIGXzfMQupM1f1Drce3zX4VPCi/WqXXAsy2Lpfnve1gJDvzV4ndejHzpah0dVq0+JA80UcYgEYkqEQQn9wOFwAFjxipwzfTAGiMPAtq7vrcdfpz8bl2QIA37XIy5yfSXs+riyHptilqoivuA78xlxTsglVtxB1telKmr7asCEbt2inArFb65ucanitJWSHZfEskSc67i6vrFsglSBuZnu4LnuB652B06nE9PxkWWJdqbVrtUXb95ynBZIGYoST5G3d49E8Xzy8pVd1xBsgriK2zhsxLurLd6cC955a4U2SrcIS0pIruczZVOoGjryvCBBTGskJ1wQijNBYxXBhQBOKFVCr/nlds6CSBPRKTGtBK3nwUJcWfErcW1d2dqwyd8tCK+bmIgJND3RbanP6kCXiAiMXUdOmYQyPdzx1S/hq6++oOt7Xv2oidl99+MjCRaKSrOTqxJrCKU8nfU4vx2tJXrmRB5WTSz7/xX0NOcp6u5dSUT7Hd19j+rRUnpv4jGaM65pG/Bhmq5SngQOcS0N/YZgUXdeh5GiPE14wdmkpSQyjjEEQvc0rT7PeJodY1ADLbuuo8nUWSjqAHMfG7uR7voKrkyerxkZp0o4UpINRDmjnqc0E3NkqcNgdmO1wSZfpee0URTXFN5kA8Uk5XyHk4CTzsDCPJOSxw/XaDHLBbzgNFGWiTwveLnisC+MLyKlTnXm2h5+8dMenCMVZYrGZejHHfv9js9+/CmDF1xQDpdX7A8XTI+3xJMpkDvncFWIpuRCZMG7SCGRCsSYcbnpXhhpLZe0nW9XoCjdfmS4uiTHQjqdSCmStLq6iSOmYudGrcc1eG9CMyipZQP15i6NbSybhmjzOlkziDriv65fsfmeFlCKKvjVv6wOpQkBKHPG6QLeMVYv23Ka+D//5v/K7Z9+zdvPP//1t+GvOT6SYPG8vfT08XY8r/W0dYRE6jSerqrgazcE4zmo2zol3hnD8LzdtgJhHzjM0q+VSNvj35TxPP233XBSU1OC6WeI87hqpIsPlul03arC3ILgk1ZxfVovRk32IhQn9BLIrg1GWYs1xupIVY2KUyl0K4jrEGdsUtOS8AiZ4M60SM9Uv1IpBC+bBaL3T9mcweO9kNV+5kJVAncekQ5XbQclGOGuqIfiSZOivuC7ka6HrpKlvPccbq5xIVDUNEhiyTjfsRt7Lg89rhopjcN+xaCSeES0DpwVIzzhQM0pTDEdTS0JylPh3xQjAU91bjHKfd/juh7VSHHOAMSSERob1j5XSgmt59HXTGBbB08z0g/NOrW19BzIf75hAJvdJNvMi6tbpDYgXEGrjeL96zfcXn3NLmyb4Hc9PppgAe93QVoavu6u56ASlSAp9t3aXtI2hWoUXlWt+gAbGl7OFmWs9NrgqnN5PZyKTYP+CY8PBbxSZeo1JZtLCQ6ndRGrjVGHzq9twBACEs66Q5WYA9SZDfvbMJaGYxRAinVMqJ6YkjPFm7juSl7T1iGqPIIQKNSyI9TST7s12BihSVBvatY2EestsHmbtIRSOQhbTS0VYBQJeGf+JYql05odOkrd2asRsyreO3OWb81k5xnHjrHNolSLRisTAhLMdS0XqsJXFdNRXf1RHN5qfVU0W8ZJ0bMNwMBRs4rI1mZ0jmG3Q51QxJERYiVLZbVSxLQs/Pocfdehi69Dgw27aFqcG538m0pa28jCihnJOjPV/FS0Gkg/zbS9iAXDZDiW04LmBd8F3HHh8cuveZP/5Gv5+fFRBAvVD+ARzwLDh1qnRSpQVcrKUWtmyrlkpC4QCZtGpKMy6mRr17aLHUKAbzRjqW5WfDP4+k0Zhl1kyCXiEzQ5tmbmi7e00XtvEu/nYhrFXM3V6Roo7OFC8B5RR8FKIWkG0pjtQFYbgV5yejK0RKluVWc1lncODY6cWrBosxX2NZcCHRsRqmYVBUhq53rJ0cbTSyS10e+at3gX6KRDXYcGwQ8Bj1uxBLtB7BqErto6tm5Hb+Px7fyUPFu5XkukdeetfJVsMAe+C3jX2efMpepybrt0yyudc2Ts/Ce1wMgwcLi6JIwj5IkkNtW7lIJXtc+5ZIKY9qZ3gc5Vk+KY1rW6YhXruvn2m/Z8nZ6vI1Wjijdns7YGHSYWBNYZwTnI5gzvnCPkQnx3x336rRkk01VpCVpE1Zqu18dqBtFEbqwl5te2aK5p+ZML1DKNYt4RrZtwjqKff/3mY5tq/TYg88knepZiKttFF6y9Zi9rN7gPYkptrStEXpHvIk+BLamixhLqWPP5xK46tOQ6gbm9jnPbTmTtuTYqv0UM55xNbzad0qoIvjIHazm3jaAXfM6IRrtJ1Ux/nnQp8NV/1hMkgAPfmcXBHIJ9rmq56Ly5wzln8ySh86vUnlQcx2YmEqVkXAh0Q9XUqDuyVB2PpkvhsPQ8104Dxa1ZWdEzbKaunTlGchE4XHD94oqbT15w5Jb7uwcSYtmUbl4gTftUncOV1qWpYHCFN8/PR7u+52tDKpFC1UpUPdNDaOHFrqcDsUDYaHwqsqqMlUIVHrZMpCuCnyOiEH97goUdz8sQeErWel7vOf80M2gYBYA/64S0G7VQpxDrc5iu44cDxnfj0p9zPbeBt1YmtMBnJkq2Qy8p4122BV5xgMbHaMGlNCGXQn3/lp5v1rq20GyXtt/Jq2p0dQLvAnhHXiJZQt3N15OJOGWpWpwm0be1Jx2FMOzWz+iwVmQD47oKejrncS4/YZ3a1GtNx53ifKDznownDJ3tmDGScyQ4txIN+8HYmdaxCcairNPBi5ohUBd6xnFPP+7ouo45N3yo1FLNr/YP+EraqrMi0AJhQWOyroIziULUCHC7w4Hx4oLuOFM6TwkeGazT4vqADD3eKa7vIXhKsoxVvV9ZpJ6z2Q++vXPWWvxPHmsrSsF594Q86F3DM7Z19vz5lmUhCKuK+vc5PopgIWItu3XXrwu+9kbXQJCqZ2iL0K1/7rAdyQyC646izkAo71mwenaJkWNcOC0zMSXmFFd2ZMpPzW6kjsJr7ZW7Ktu27URn7StYd3C7YObV2cBT5x2qpYrKmny9R8gl2dyHh/2uZz+MRqUWI0nl4lii4odALsJSwBUHCQZxxFgqdd0b30ELMWdiVqvnYRODyabb4KX6qaqgtTRKJRKXmXk6Mj0+AqCaK4HNAZ7Bw+ChPxPR6V1tQbseJwEJCYIndxA7K0OmZWGJJ5QOgi24vu8Z6si7rAGxWgKc4VXePRUrUlVzq3cZoaPvHadxz4ubl7zZXfFYBFdg6Hfm8dkyyUqRVgHNZn4oYgK/QeGQBBHHFKur29U1XF5y/epTwmHk4sef8pOLHeGrr3i4u+f+66/4w8d73o2Bhchd50idp8wn5OoCN/SkNw+W4ZUtq9hAyib6U9bOkoisuhi4TW2r4WYehWISNq441FkAyW0TjBBcsM6XWsC6O810hz2x+v5+3+OjCBaqNnVquEB9sO5W5mHR/mhNm23k19N0LLYSYbtFWR/LmMv0kpI5VFd0/UnPeq1dWnRvGUd9hfc2g3WYvX6Rp/8+PyqQ8hzhbsi5eV9sA2NgpUYbazcFb/vb4E0tZ3J8oaH+9fW1mMjKGSaTq1eovZdUy4zEvMxMpxPLMrPME+RiqXVvO/vQhS2NtvQF50zrs2lwmsychwDZbx4gPlk7soHUPge6s2DfnS1gVVuKXrYssckiwvudMgsmFnh2u53pO6xLx8h2W+m3Xd9KZt0CUH0vxVlij3PQdYz7PZcXF7Yjexj2IxfXlyTNHB97ltnzbjpBXijBw9DT55HyqGSW6mdzXu62LGBjeK6fpS45cfLe8vlQJvKcRgBN93M9m+RSbH2UTC/dDzFH9nEECzjTgqDFCVd3arAzuJ3w9rPzY2Xn1X/nFgwaXlBfI+W49vObvJ2VB/W5Wx783tl9/yLb8SE2xtPDaORuraFdcWtQ0rLVsg3YaqCtnnWBWmcBsJrWO3M2r6fGxvuhyQuW9hywkqdSSkbuSTOlZHKJLMvCPJ2q6O+yalUMo7E5+2DqTcuyEKt7mLAFChsqO1NX90pwvup/1ixEthH9c8xoDYxnpWALFpZhfhgwbvwEMPJamxE5H9Y7f95vAhWl1grtp41fQkr0IXCx25tB8SI2SLffVxZlYhkDySu+H3n5+Y/Zf/oCuX/k9R/9EWk+GWjqFc16FrS+HcT/1jV0ll21w6QYty6XrJsm62YLrNjT9z0+kmBh9W7zWEBqj9zVG8M1pNubByotlT7DMNrO8YETb5FYSS1NT8nGpG2730bWRc8ARj2L1I2nf/5ichY8zpQ1zsHG58FFWnfEaMb28g6HBZL15bKNoOMgt5uwerCaq52a4paagnUotfYutfMiUtNfXbOKVUw3LaQ4GVmtWOCMMZJiJMfIxX7P2PeMgw1recGEXUSYlsVq+mLllLAJy7hKEIvneIXb3OJX3OgsaJy3yENjitbrldK8LnanGDUbw2JaMFkDRjDLAlVdCWjnruEiYkY+YF0g4+Si2jCAUqd/MSBLM2PfcX15ya7reUwTSQv7sWcYOi7HjuV6z5hn9mPH1WHHCwf59TuOb95w9zoQug5jZpbKWdHVNsBp8xSpq0fauv2GoLbtmmsH6vlh8tBnS8/JKh+Zc/4BFDg/kmCxEqVoGcbm1mUIdm0Niqw/s9TckP2VUHUWKKQGAVs0Uo2Kq/ZCiY16Y6pDYlqQqraw107Arzs+GDTy05+Lrl4jTqntLetCFBF8Vz9/pfxSWZZZQbOAZDNQlkLOiivFxrR1y7xadqIVpS9ioFq7MVNKxJLWUfKWVdU3uQGpKa03dwu67VyklFYrwpJ19VQ1xmlEMde1EpsamX01WrrfMr7KEG1/n0sKrB2js8eaxJ+9b8G5ZjykoI7gbRrWOA+VBeoN4FwvRc0gRKlAp/Ff0MoeltZd84Rh5PLigqv9AR8TIWV2KNJ1toEEoXTC4eEtu75nF5SBQup7C4oi4Dzqynpzb9X1N2U/T/+9PVo3GJ5JJLTrU2NO7c6bkVH9/66eu4Kuim3f5/gogsUKaMJZKtk+ckurWJ3VrWfNk7bfymloC789plqNcauIK03abIvUtgNKBfVaNH7/bZanXfP1u/MNoQ2JaRVIdboFE7ux1ToRYA7bvrNCphTLKFImkUwCHzUFqpztRijZ3MuxLMK7gHMbq3T93CKkUuc24kyMkVhVopxYumpGzKCSDAAt5j6mOZNjJGHvB0otVSbiNNtrxLzSz1NKjEvCS2fmO1PmNM9Mp5nTbK8NrLT9FnxU1YRyPSDFlM7VeASqFowClrEgVC6NXYX1Wuc6FIYjhDbTYuWZlvPzruud1trFdvNVpqrqysdxXTAVsNAhceHuV79iUcX3Pa4L5GWBkhmk4OcZ1cw0z+R5Rm8fmGNCvM2s5GKUcxXLAG0pbIvlnDdja+l9BvG3dU+eH21NW/etroucCbU7832PjyJYKDZEc76bwHaivqmmK2Ub7W3MuFI2H5GMmenmZzTuDXhSwz/cxm943gf/5jft1nLpCbtpDXbPShPZGJaNLVIolM4WvfENNoGXjJAFXA51xkEtIymC0Y0z0rX3uqXkLVjEbDf/PJ8Mb6jBYugDfe9w3htJOEIuibzE+vtzpTC3DENXU6IYY81UNgXqnDMpFrzrjLQUldM8czrNHJeFouCCX69lm0qVD5zj8zLFMkXWddAOV0wXtGRYjXlEztrIGz7wtM5/agCFCFksGKYU65MbDV1UKTFyfHfL3fR3oBvYHQ5477l/uEO0cH0YkMc7TmPH8fGBeH+PTAu39w+clkjMNq6/zYS0tX2+/n5zzAI25K4d6/56XqLU81t5AUiqxlM/AMT5UQQLqOpV9TgPGMAHLrzt0A2MVG1dEmsVKtaCa6Iw0zxzSpHj6WQO6iJ1SAk0JSQLRRI+GNloRe+9WzkOQPVWFdJcGIYO1PxUnTP0X8mm88jGNRARSkpGktFAFzqc60A6EIeyYTWFOh1bEk4642KAjXFLtJu3XrIgnqHfbefL2W6S1KwC7u7vbQd3pksxdB1dH+gHCxaabMahD57eB2Y1vsMvfvGL6jdqGMc0nzgej8TJdCd2ux1jN3Bzc8OLFy8QEUI/4oNpdy5z5mGaWJZEVOXqxSfs+56oam7wIaweqkHcqrTVVfLVes1ToQQrtaQomswVPJeC4NnvDsTlSN+N6Ljn5voFKSd6bzfGsiymIVqzxoIB2SbjL7VbkRGn9LsRMOKSxoSPC11c+Dv/+//BePkJqOOx7c55QUq2TlU68bWaXKAFzUxKhXlJhIpHwdOum/A0OPym4KYxb1t42HCLrFvXC6idqQakgyuFQOY9ycHvcHwUwcI6leezH2Don31d22ebKH8tXRoTUXGu4Rz2G2sth7HsxPL2taZUsRMdzh3+6MYAACAASURBVCK+pbC2axXKhoHU9JYKwhZiU+gjK7bT1nS5AWetZRdEEB8oyVSdvZomqBeHiDcGZtW6gG13VVdW272cM03nYAWxHGicWA1vsmVnS048Ho8cZ/vZ0A0MY89YR/P74PEUElvg9SKmN9H3fP311/U82k08L5ONkT8ejeATzJdimqoi9zjS78FJIuXM8XHm9vGRlApZhG7cEUKg1MArpeCx7oL1zA28jCWhoQb5BkEW47NsVXgFPJ3DFcMuTCMkVBzDCFlgZe2aqWgFNFeQc8s+n2RmalofASHkQjke6f0BB/TOEwCNiU4T4gouN6DYShuXFbJW1qj1Mq0UMQ7F2satR7ELvgUM3ZRO9PlXfZpVtLWCyFP2strnawHDK4Ty/bMK+EiChQJIQc+6IU7CKk22pvvnvyfl7GJv2ceHACPxHl/OxGSKrBiJipF/nl8Iqa0nm4Pw6/h1TqZzubYPqwwdUCnrFXgshaIQq3Zjq5GzGo5hjgZiw07Bpk2LGBiVq9Sb1CnQnM30xrgH1mJuj+eSzPmrWFcj5sw0T4Dgg6OrfIkQAj5YHZ9ztvdaxWudt4B6OBx49+7dCiB77+05uo7ri0seHx/JORuluHE4nFhLtSSOpxNv3t5ze3/PXAlOGeH6+pow9OCFvorrqCpdCKskwbr7noOrTRrxvISo3c3t+zPsiepKL5nzK6oNxKzg5vqY0ZlYVb/V4Z2jE8HngsSEnyZ8ManAICAp4zQTxEb9s2Yb4qoErJwsAfDP2sQNQ/kgZ+LssfeCxPoZngYLrUB2Cxh61k1rAceJ0NfHf2swC6jTfq1DoQIVSd7spm0HsIxjyyi+CV8oK9hnJzQXa5suOZG0PFlk7avVfBWYXEesBcSMgvswMpcF7xXvO3PP8t0KDsYYURKIo5BWIK+5pEvXAcHEU6yXSCfGkGzI/fZ5th0nlbIRlHxlioqSSrIgMS8scTJwUu0W6Ic9XW8t5qLmHK+pFmklgWaaZlfnjC/hdo6Liwt79ZJWElcDX8dxNNwiZkIITNNkfhv9SEnwcDry+PhoZUs2cHaaLMPp4mBWh90mdFuyrpmAq9cs1aAfxJOocxZa8anWKSqZUgHcnIvhOU30uClMPVsWrR2+EvjO1k97P16shesVJCbyaULL0X7feTNZrrKAxRViPhn9vGRyMSc3UW8OYpXa0Ji/tnxdhdfbe5T1pgfw6p/iX99wPP+NtZslYm3YiuB4ZPWp+U1xkW87PpJg8TzCtp5zLQ94jgi/n02s4Fndjc53vqlsrb+l+nxmVdqwRlZsZPs8cNTyoL3aekEaJRzH0JvdXs6ZuCSEXEsLLL3G2nMZJQRH6EcEj7njCTgoxYxotGYydXK9fl9xF/IqBHQO/sVkQWKZZpY4r56q/TAw7vr1HOSciVpt8gBPHfY6AxBNNVw4HA61/p4rqcsCaz8GLi4uahfDLApbGzTNswlalYLvOvb7PVkto1NVpsl4CnhZz1dz3lrbpfDkGrc5mlJKnbNo2pOFlDNOy/r655tG06+Qs5vuPLNAtmtpf/P6O4iaaZJzZlUYEz5EXALxNXBW13Yt1irOFIoWGjnWFxNlajRtCwrn72crp87XPrDxMM5+o93j7X+tmYqzvnnz8G0ljTtfw61se+8Vv9vxUQQLEapw7hlmIWXdBezB7dttYVRRVmkkpFqvuYr2iwFZaVmYponH04nT6UQum35jW4SuLqIGson3dhOXKvqbsRHsmAm+o+9GduOB/X6/ytYtcSKXRCmJeZlMxt05VJ1Js/cjWty6QMV1NmbtNy0L18RnqeQtW0KIWHkSaJlSsp09zeQca+kmuM4zjAZmrvgHRv9WS7OgDndxtrC89+Ss7HY7a7l6qYFxa3WGKm/teo9PnXVIcgaxFN1YneMaLHAOCSZMM+x37C8PXF1dsd+bYE0LvC2V3taDoLINqm3Bos5CqBGrtv3zaSdEzgLC04VWTEBXnyYepRjRTJ3Dedh1gaELdM4hMZlKehazmCyZ4gvZC4uaNIKVhIpTD1pwGfDB2s/nQWNdyGcteJEz8p9tjk9+4yxYrBlCS7Zbd+Xpp6RQ+RZiJL3zIPN9jo8iWMCmk/Ckfvs1H9BRxUydQ9s4tdsujmInbanBYj6dOE1HStgESxpA1XaCvjddS/EeiiOJ1jYdqBhY1ncju92ew+GCw/6CGCPjuGNZZo6nB07T0fgFVdpNXECqHHtJglSTGh+qTkPX0w09rpkI1RLFwLlqwCsZ702NXAVKTizxVDs3pm3Rh6q4FSy1aZwCs5ENPJuaAWTDheo1GIahznY0NqWuNG+yZQJdZ+coJbsd7h9nq9eLEALEki17Emv/dsPA4bDn4vKS/X6/2iAaNPOUzXkexM/r/TWz01ZKnLE/GxbVWC5nQHCb0nzeZrSjPiotk60zJ02ASKR6hlQdzOo6hhMjyWFO8drWr5pfi/NCBDPJfsaesLj4NFh46iUQXRk87TfW/pBsmUVjga5UkrONtJG3ipj+xlwsW/qtwSxEHG7oV5FTYzw+/do+rLpqcS9SVaTNnKcE03BwLphHpwhTXHg4Tfzyqy+4f3zk8XREc6SQESwtdwRwZjYLipRKzAoDWjyS7dIlVYKDsAtcf/KS3/3xT3n16hW7YbeCZdN85B/80d8jlWQq3QVwGfyICwP9/grvesZiwi1ahGG3Z7+7wLmR4O1GNUl9yx4yESmB0A9454hinIBYIotO+E4Y+p7dfkSz3XgxTRRRglSyEjZz4X2oE7kNwLWTWryziUWX6L2nl7Ke49aVaz18VTULxGkiAyVmxv5iJQSZkIxpXZRSiFoYagbWVX3TlE0sxzm36k42uvhymhkGsyVMMT/JPrzrjIEKpmqVlDRHckyUbKY8vbObJJds11eERdRk+ZyruqNGTrMWpJKTA2+m1PurG8b9nn7XI6Ik34h+BZwiARTDvTKmDO7xSJvkqpqnHotBDTtbwUgn1jWhxShdLQ9VBLKd8PfpWTVQYCWzYqWQx7RKirCOLZQajLIXZhT5RkGnP9nxUQQLnCC99bppqO6zr8+BSESIpRC9RU1fF1iTOTvNM8eSuZ2PvLm/4zhN5g0SvHUbpDaYKiBkaspNJdzjYk0nSv2ZKnE2yfrghd2+4/Jyz37Yk3NkXibmOfN4fGBZFsMB+h6Td+3wYWA37un7sb6uI2XoexuCkkq8Emo55jy5lHU2RpwJukrNvormmgWYEHFrseZKBOrFug3WgVZs0MRwCnEdTjYeCB6KJvpO0ZKsTDpbxM45pCinxRicTQVL1DEMAb/fWRZRg1xSYy8CqLduUivvrINjAaDvurX0XGngqSpke2unWinWbh27C/OSmZdIijOSo9k3xomMMlU8o+XvRSyQO+fq4FhN89v4epXVciKMneeyHzh0PXvnGRFMfo8NT0LJAklZXekt7Lh1etSB8Xnc2RBjw0jI63RAW9/QAFh7LJ9lP+2Tn/OMnmA77fVrJdfKlfa8q0nRD3D82mAhIv8Z8M8AX6rqX6yP/bvAvwJ8VX/t31bV/77+7N8C/mUs5/03VPV/+LXvwnnY72sLdQN7qE8iziRXGhcjA9lZDVnEbrKxisHkGGstH7mdT7x5uOfhdGIpi0Ve74zgU1+qVOy4oIYHFK2irUa6Lgi5uBXPkCB0VUIfKRQWCpk3777i3bu3vHn71saanafvB4p0pAS+Hxj3F3Shx25fTyi2W3oXNuaiWGYElUdAWdt9JisXjG8ywzj2VnK0Hb9EkxPE44qiOaJJcaGjrxhBjIXQdxgXxOZpLPiYWnbXeXu8ZkstWHhvStspJVMQH4TdKJa5dL2dw2wyADnXGRUMKC5UQK6ilttnrRliUYpaWZNjsmAxsM61OPGWpnsDnZeciNNCzguiiXlZeDwdydgMTPDQdab5YFaD4EMVeC422CVaVtFj7xzOeXrfM/qe0ZumiKOVLRtYKs44G+LFroVWz5WSoTh8AXBroCiwjqurGr+jBfzG7dBiGYfWrMzw7bo5nt0m5x288y5OCxgf6vA5+RCJ/Lsdv0lm8Z8D/xHwXzx7/D9U1X/v/AER+fPAPw/8BeBz4H8UkT+n+u15kHSB7sc/eq+9s7W2rFUpZxZzIpCqY9aA52rcoalw/+6W8u4dv/rqS+7u7nh7f8dDmuz/OcHnRg/eojnF5MwE41xAmxQ0w1xbZELMERHHmzdfIyXz7u1XVThn4eF45PH4wGl6xPmevusIYUSdR2srsx93BN8ZBlLl0xRBKtnLqTPHL4x16FyAnJnrAJf5koZ2rs0DJThKSqS8bAh/WYiLcIqZEgv73YEwWhkxzxEi9XPpihUhSsxHdrvenMTX81zratcxdiNJEoGMdtqy7sptsEDcu2BaG1q7QfW8q2P1v6AUI0jlYjM0apyJRjkHXYHjOUa8L2uaHVrQK3UYrhSmZebu9Ag4sneMQzDsRBebY0GIsRFrqgI8m16GqXL7quPRrUrrgiN4yI1kh2EmTXaidaew2EoWa2mrWFaq9fWsDW7/DgQLGGCWj2vusXElLLBuc1Cqarybs+yiYR0ATQNLKta1gh5SS5QfYIgMfoNgoar/k4j83m/4fP8s8F+r6gz8fRH5u8A/CfzP3/afpOsYf/L5k5MBVBS/rMpMzp/VzWpO2t57OucYVDje3/P4JvHlwz1f3d/z+HDP/elYlZLUEHZNa9quKmgJ1QTZFo21G4uVLKrG/KxCuM7bYNM0P/L1m4V3d69xaGU6GpUc39PvRvphT3A9paph9+POtCIlUMQyCqpWonedMRGrY5lzDhVfOzLbTtEmPUVMs9MHV/UfFUkdyzRDKSynCQlKXhIxZtI0cy/vSDHTuY5pWKzDUaCrhsRdHziejkCxFusaeKivvXA4XNR6vyM0bwpDcCkmBG5zt07QrJWdVKn8VQU8Y3YAXRY06epQroWVBp5z5vrFJ2ut3xZ8yhnptixM6zzNNJ24Pz5CsC5KMeSbPKd15qi2SKwd7ozpmK1tgGpGhgH6ARlG3P6APxxMN7RkQjFj5ljyOk6ACHGpQ3I480RxwVi3WUnz8qR9en4dn6z9UkFTteCVWilTs4JCKzGedYvOS5UaIJ6/xnmL+Ic4vg9m8a+LyL8I/G/Av6mqb4HfAf6Xs9/5eX3svUNE/irwVwEuX37K5e//Y09+3vr7OWcTs127JRuhqut600EohbtffclDTHz98MDr23fcn05M0cxinfcobSetz68bom67zFbDKyYN36TyvCq5UNu7kOPCnGcWsdH3pMaeLDiGw2iU6L6n60aKdBT1+H4A8Uh1yPI+WCaT2SjLmOKUr67XBVmH4Fbkv3OrQE1rebqwMVeXZeF4f+RUjqajmZT5dGKZIyBc7PZcXN2QsrUix3GkaGakR0shzbEi++1CVN6KBOKx2kV6m8ExZqhhK1aSWZpvmhKg6sil4CpW4Go3wTuzEljivE6ZNor5siybOJFTXLBsIkdTDHc5U6INvpkex7wSwXAOciGWgiti3Zoc6X1AwmDtXLahQa3MWMJAd3XD/tPP6D75FLm6QS+vSarslkRXks21xIiSwQuDFohpK1BE1gyrlLJZa8pTdmUpZe3YuIYH1axLaUAnZLWs1nGmpPUsYKyT01DB+veP83Ll+x7fNVj8x8Bfw/Knvwb8+8C/9Cd5AlX9G8DfAHj5s9/TPz6e1gVqLaFmtLtAE1hxTzsjgZnBeaQU7l7f8u7dHQ+PE8clssRETpVA5TBtBbHhMKNPq9GuW3CoqtUFV0E+SzsbYIWDXCzFzFooqe5I2K7jnDfiTxuhFsGHgT6MxGyt2Fyo6tXePErUrT6WTy+o0Nh9rX5tHYymN9H3PZpt1wxh223nKTIdj9y9u1tnFE6Vpn04HHgomWHsScXwhVROZGaWNBgBLGnN1ky12rs6+l0c07JY6k0kpQcrnbpQ022TxC9q7x1vHaniKtE9YJNNQfHegrNN2haMkrFZEOScmZsql1hrvAjElNAk5JQocSGVmRgn5vloBssVv8lZKcFuniCm2KWuM9BRzTIhK5iYiGO4ecnlZz/i8tWP2X/2I2S3J+12lFjYyYzPYgo1KF4DwVtbNDhHzJmUcg2+kVQgpy0bXoWVqLyZ6jnqtJKlnFtLtCRubfc7zMs31PKkCdmc3T9PMoxvCgg/VFYB3zFYqOoX7XsR+U+A/67+8xfAT89+9XfrY996TDHxt3/+Nb5+XhPwqHL2mtfesfeV1ajWmhq1DvwskfLuHafbO+7uTyzHyDJFSoxoTIydw4WOoib+0oaIiibMMcsCRgtORsq1NLc5clNxBDDgEEz0tfMeP5hgztyGuVIi5MLovClPO4/zPepskXrvQQLOuzriYh6h6mHNdpwjqQ2QOZGVfKWqDINNfR6PR7ouEMQj0nN9nZmnxOv5a371i1+Rc+ZiPzL2PUEKojN3d7fE8sD+6sDhcCCVhS/ffkVcMrIEXr4wT8wggZwzu3HPOI5cXFxa6eQr0q+gWjjNR4qa4HIIgZTrSHs2WrQbQMlkMkgh9BawnXNI2kyVOufpLy4JzjMtM19/9QWHy0u63UgukWmq5eQUcWmGPDNI5vH+HcvdW+aHW/pOkLCjpCNxWghYOq8xs8sZFzMZRyJB10EY8PsL/uCf+qf5vT/3B/z+n/mzXN5cE3xvWMhphts3cHogPh5hmvDzhJ4m9HTiQjy4QpFEJLLkhZQT4Eh9IOrGOlWtg3HuaeeiVHaIqq37VLU21kxCt3uiYRTnvJFSOzU8AzyBJ6I7P8TxnYKFiPxEVX9Z//lXgL9Vv/9vgf9SRP4DDOD8s8Df/PXP5+iH3ZpGeawDnutOU7BI7r3feBaqhGokFCQyuyPmmWE3X84ZyZY9dM6A0JQKuSjmsmVHtW6pJ9ZQcncmc9Pqdq0eHGBjzqjiW6uqfY6i5JhWEtPKJO2H6gVqPmCttrSeuL16cFhEdJZSipcVuSqaKMnS6va8wzCsdOkgNnZOhjhlTjcPfNH/glwSV1dXvLi5qu3ekVIy0juuP7nh5cuXLHnh9u6O40OkZ+QwvmCaJk4PR463DxUfcbx9+4bQDyuot4nRgLoOkcmuj1qwaJkBczVEJtdmSMEHm7Ld9wc0j2gdLgtVfHdJkdPjPd0wEMbBbjBn06mKkjXiJaNloSwnltMR0oL0SvDCkqjcDRvlNxq2ucF2PrA4T/IB1+8Yrl9wePkZ7uKKPOygP+C6EUph8DsOL69JpyP58YhbZvzpRLq9Z377lvz2LXmZoUDfeUY/2LWPkddxMcBTt5nZlQ5Qd/u8frVzaWZRvt1jKxBvi6Cs/IlzuPK8V9MCzLp25R9xsBCR/wr4y8CnIvJz4N8B/rKI/KX6Xv9f4F8FUNX/S0T+G+D/xpb6v/brOiEA4jzD/vIZcKNPU6yqdL1qHqjiYqRT0C7y8OXX3J1mbh+PnI4TVdEGj6/puKHum3JEC/GWRXhp8wnJApNltDW4GBPP19THqWki0MaToz5JNZ86XT85l60zXOc9qDv008+6BplicweNtp1SOmNRWlfFWpk2Wer2Dn0B890Dh6tLRAtXL264vLpkN3RcX18wjB2ndGJ/ecGPf/KKInDzeMP93RFi4PrwCdM0cf/ujsLC0A/sdmZ6fJoXYi7M88xxmhARht2IuK6qh2dEDHR1waZwHx7u6ue16zfPM21YKl1m+n5hHI1jszscuLy8hGKsURExQeBKhTf7x0LMZrSsObEsE/P0gBQTDmqWhCXnzUNWIS/WflfxJOmILpDDwLi/5MXv/ClKt+eXbx+4nQtXuws6H+idI3uQ0NNdOHw5MFxmhotLuosDS99zuntHun/A5+r9sgTiSdD5tM5tqMhabpodw7bFWDZhnaVSZDVTWteB8pQWX286rVoubXDQlMi0ydW+l2X8EMdv0g35Fz7w8H/6Lb//14G//id5EyqO0khZT59rQ7IB9aA1WGjOJBViLqCR1w8n3t4fuT2eiPOMV4d3AVBSWigl0qZ96pxXfY1cXZ2kMuNKjdbVy7JxO8+QZVcjibJdyBA8nq2OXLUvYzRwLyi+t9H6IoVFE1K1NFWV5Bxd8aia76gRDOsMhJiXZYxxHcDqu5HgIUXraqBC8D2H/SUvXr7k5sULtGR2u52NoHeew+UFLz99weP0gO87rq+vkeAZdzu6cEeQkc8++QxV5fHukcvr3VqGqAp/+POfM88zp/RA0hNd5+l3O/zgmabE9PiId4Fxf8HY9eTsmE0zh9MxEkvh7vZ+PT9lUfq+px9HnHPEEun7fg22JtbT4TpP6Hy1SRQyEUciLkfm0yPLdALN5CXWjLyWmQBiep2TQHIe148szlF8D+OecnWNXl5ztySmN7f4t3fs+4HeOXqETz69Ytz17PuO0XncbuTi+prDq8+4HQfyuwvy66+JD4/keSaniDoIg3VGzFFOVxPjvK47XW/0UrseRc66ns/AzPZ/6gNrKaIC53IVrXL54ULEdnwUDE5xDtnvt/QJ+7AKtTMAosbTd95EU2JaKOLJy8SSlXfTxO08rTZt5qlhdZ4NeiUCinhL8UPt20e2QZvS0l3aTepQX3tSKsbYU0Vd9T0rW/3pxINXXDYcok1WxrQYLVeF3pt7e5a0EvjXAOTyFlzADH/rjtQQ9mVZmOeZZVnou7EuIgMWUzLvUu89l5eXfPqjV8T5ZN0ft7VdVZVx3BOGwG63Z4rRWJcp8eLTkf1lV9/PQOaGT19+xuFw4PLiisPNwHGaeP36NdM0cXl9ycX1FV0/8vj4yO3tLaUUdrsdnQvEGPEd5AhffPElj7dHHm4f7Bqr1pmakYuLC3a7HSVa67R5kYydCfZo3qTiVE3DQynGmj0dicuCF1sTroQaJIRWUEoRTiLIbs9weWWmztLD5SV6dcPUDUTfI6GgxfxK59MMS+R4fGR36NkNA31wXOx3vLi65HI3IK9esrvY4y8OPLz+isevXhNTRErHIVyQ66RzTIk2FPm87dm6ccDaNdnIYFvm2VTfmkP7Gih4mkWcA6rPX+v7Hh9FsMAJZRzXk7S6UFOl7DyIOpsH8NURu7LdljTzWDITShTZCjW1iJvL1vVoASg4RxZBxbrmpdKDHQXvzOYua+114+v4eN0JquiMqwQYqfqapqVwRhpr/XOa+lNjLW6LRsTZTAGsfXzJyVh82QaamtJ28+6Ypol5nhn6iIGuVSYuWcty6D2+D7x69Yr727dM05GcFo7HI+/evWOJE+N+z81+T9+N3D4cubt74Pb2lpubS3zXsrmea3/J7/z0My4vLxHf8ZPTK47TxLC3oP3ZZ5/RjQNzScT5itPphmVZyKmQl0xcOvbj75EjaCr8/OGPWeYZiqNQmJcTFNPJGMeRYRjIOROqangb6jtvp4raWLij2Hh+nM1w2m1MVuccOfTgAkkMRMzjyO6zV7z4nd8hDyP3WZiHgf6zVzyIh87hO3OK64paZ0KFjkQ5zjycFlzveZgnbqcT46Hn5jCyv9wx7Ht2hx6333F6/Zb57hb39p1tVo2Kv5amT3kPWrtxLZswNu25etazYPDs1mkcDloGft6CrY9/SO/0uxwfRbBQJ+SxtwGheqKyusrasyEfp4B3dZQ6k8QRNbF0HZMP6P6AHPbofoTlCMvJdi9VRm88Bq+WEqrYDZwbigxUYrndxMVOsKtIs1R+hwdy3eWp3QCvNZDVVmsTaTlvc4auq7UoT7AX52xeQ8vWIW9lTSllrV+dNv5CfCKeG3xXOzSsXAd1nmG34+WrV5TK/5jnmWk6mjiLwM3NDT6MPF7PvP7iHb/8wqjqn738pPJDOpawkHJEJbOkicOuY3c5IJ1yXAYuLi749LNPyKr0eYGLEZEbYow8PDwwPy7mR8oOsuPt61u+/vK1vddsAjAxzoy1BNntdux2O7NedBX3qG5oS05r+eXQ2uJWokaiLlauVe3NIIq1ag33AWEWcJ99xvWf/n1++gd/AfYH3i6Jexzu6ob5YgcqSIYBoROPiQ96QjqRphNLjmhO6DTx5bu3+D7w0599zourPZ8c9gzjQH+4JFxeUH7Zcf/1G4IWsnhKUCjGxs35BGx8ivZ9+1rqFGtRY5oWbJiSygFqcv/nR8M4zv/9D+P4OIKF98Sb6ye4QEupYm2F+IYhtNRq16Oxg8PIxc0V3S5w/OJT7v/omsdf/Jz8x7+A+1v0uDClSCdaVaaVplbkitJJbT+pr9CylQweb4xEVygoRto2Ulcb+em6oSIaBublovgQ6EKbGTAVp9JV7MNVoyBNuOJWToK45htiIGGz/4tpIaknl8QwBkqOzPMDj3eBvhMOl5dkIqfZOg/eBTRHRunohpGblz9iv7/hdDpxqsSlPGfSvONXf3jP3//bf5Mvv/yS+/t7RODh9cTf/39+QdcF+tFzdX3J7etbbl5cc/XimtvbW97d3TFNJvW/G/eICPuLS47TZPMZJSHi6YaR5e4RKZF8Smhc6IIwDp7FKUUdP/vpz/j0s8/47Cc/5tWrV4TRuglzjLz6U58zjCPzPFMeE/N8Ws19pQscj7fMcqS/VG78BcvpkZBHOs2UvDDFmWUoJNfBixf8xX/ur/DTf+Iv8ep3f4b2O97GzNfTxBI6dBggF7pcCLmgi8K04KeIHm8ZciIUm1uZ5xnmI0vM/K2/9w/og+dy3/Pp1RW/+8kLXv70Z+xeveK2H7j/4kuOb94iKUNK1n71jTPkSFnRUvCV46OctT9pma0R4Kj/LrrJ6Ylz1iHxbh1Oew6W/yMFOP9RHJbRmyGNYnS1VlF0XWdMPrWbbe2G5MIiyth3hIsDTgvL0PFOM7cl8eZ0JGqipJnldE8SpccGwGwT+g4nUd2Kq8hZOQFnF+nsaXMFsTTbuHTQsP58vaD1gZItMCGyTkSiNUh6j2JqV60cmeeZcb8Hqo6wrjgwqVi3IHQe0UoPFwNAT/pIyTBPlrRIpwAAIABJREFU1o4d+wv81QBS6AS++OUboHC42FOSo/d7KB2aPe/uHrk/TuSkJtr7qNzf3/HiU880Tdw9PKz06rwkXn/9hqvdFcTC/e0jp+NMihnnAof9ns8//5xPPv2Um08+Mcyi0vJxpvu5tmGrZGHOxp5MROZo4GacJ3I84bPdzBoMo1pQ6AzE3P3oc3705/9xbv707xNuXvCYFI2F/eWBfTewlIzkgq/BokuK7Ad0SugOUjTOTpzm/4+7d/mRZcvSvH5rP8zMPTwizuvevDfzZnU1VEPTCPEQAgkmSIxg0hPUM0QjpJ7AAIkBLf6CHiH1CKkkBrSEBEgggQRCQkhN0wOqoIouWqrK6squysrMqvs+ceLh7ma2H4vB2mbuEfdRNzNvSkdlUiji+IlwNzffe9la3/rW95GcMYDydESSkqaJ/TwzFOUWR3dVuAwdH/zKr3ITTbfj/uaN4SzB0fW9qb2XYgNs3ttNpbXrZTFNXtbIsr7OSoxzToV1+nQtNx618s++vo3jrQgW1i6wGYxlwRtoiJngYMrMohZBvQjqlC540IKrjs1uoM/X5Jsrpu2WzeUOGfeMh3sI0SYQg8OtGMWXD9dYwPqaM13bV03zcAWiTn9Vl/ZdNW9VV2xATYM+yp6W97mi93XxPqm40mY01haaM6pzLta6PBy4uLw8DYIBxqK0KdVcmoamF/qhI3pPHytROvI4IziGiw277TPDYWoGl0nZ1LdEYB6V/f0E9cB4MI5H5y/YXm3ZXT7D1543n3/MT//4I968ecOnn9+c+Y5kbj57zb/yL/3LePUcDzM5FXzs2W4uePe9d3nvu9/l+vrapPido1brTC3dkbmVUPM8ryPsiDCmkfv7W+7v3jDe3yDzEUkZUiYXJVPJCIjDP3vOd37tn+Tqgw+QZ1ccYuSgieQ7UykLHeXQOjtR6BYNzlwpKaEHR50n8jiSggHezjtCDMTRkY57yjyzv33gkymR7va8ur7i1avnvHjvOxQ1CcK7NOH7juBKm8w1fY3ovVkclIqsM0ynbMLWk3FvylqmLAaMT3gcP8d6/lmOtydY1LwivXZYvWkaDLJyFGwm0/5LvOCqxzVx3JQmjvPElGb245E0T4Zy9p0BmVKZS6F/9NLfZID37HI/chhbVJtO5Jh1HgBTuSqlUHNGxZG7vJz9ytJbXn0dbJNTliJtXiWope0iNrWZ0szhuCeXRHTxBIxxMrVRMdUwqRZ1fTRqeXSRfT2Qc8ERiF20EoiKCwUfZXUxEwf5CMeSON4lumFgd7VhN7xk012S5sThNnP7+Z6PP7nhk08/Nz+QpjL1cDdz89meII40VTbDjvff81xdXfHed9/j5asX9H3fmK2Gp3RdpG9ZRh5TAzCt+7FoYI7TgYeHN9zfvabc3eHzRKgmMZBrQp1DorF9r99/n1/75/8FNu+8Q9n0zDhcd8k2RKZkcojbLhAVogixXXOtgtRIiqBzT+07pO8Jmwk3jtTDEV4rLlXyXEnHmdvDRLofqXPh/d2W3cWOZ995l/v9nnE8UsVR0oEqy0SzofBaF9sHObVC21aopx8tOCzlCqfMAj1JUp4fAied62/heCuChQCh6UKeajb7HuKJpNJ5b9JyC25R7S7gVbh9eOD289fs39yaunRKlps3gLE2r09qpTbrvspjNtzPdnxJzJbTSPc530Lal/Xcz+ZHYA02Z1y9U7Bor1I5UwprhKM0Tm2cu4HA7Wy0GkvViUN8s88rpQGpQvShsT9HUhMvHmJP7AI+eIY+rOpfcJK9q7Uy7wsHRvZh4nCfmaaZh5sjdXIMfsfLazMQKhW0VHzdMB0LxzRR1bO7vOb5q3e4urrk6rnZAyzyb4ggwRP7nn6z4TiNZm3QXNBOnYLCPO057O+ZDnuYjrhqSlsi1p3y3uGjJ28G3v3u+/ylv/LPUHY77sVTss0FmdmQQi5cxg5fC6G0z0pYx8Rz3yHBE2LAbwb8nNHjSIr3MM6AkKqSFcph5CEd8eL56M0bvvvqBd3lNdfvvGI6Hjm8ecN4dw/OZmqkYv6y2j5/sXGA+mTfq9j4+8Kh+JJlt4r0OOSUmXzLhIu3Jlj0psOyzoewGB5TVq2JoBlpIq5aCpqVmmfyNHN4fUPe3xMErncXPPvg++TdBdPdG/Yf/pR5NlzZ5CqKZRRfdiH157zIi36ie+wgvkwHSmufFWeSc261OGjfXEsn3QkHWQfrzhihy8Y1Ze+pET1aZ6WNXlfaNKOaxUJOyTI0dThRYueptSMxWb2sxe5V6gni13mNpWWbcybNhTkV5kPijnuO02xaFsUhGrnoL7ncviAVNSA1JXq/oc62kbqup98O7K62bC8v6DbdKr2HCKHv8CEgwaZaD9OB+8M994d7SkotcCoOwwnycUTnZPJ8bd3UWnHRSoUqID7QxUAXHDVXpprtvIN9zjLOdKVyFTuCKm5hy7b2fRBBQ6Q6T3EejZHYK9p1BOeohxkJkYgnuUgqnnk+chgzn765oxsi7z57zsWL5zybLMs9fvKZlTAhUEbj/5jsoY0C0LokK2lwYQLo47JjVdDSk3p309BZv7cF86VZx89zvBXBws0Tw4//sHEhTiPZKxdhBf2EUis1WSvteBw5PuzZPzzwLPb8ym7H5fd3dN99n/nNDbcff8xHf/xH/OCP/5C8PyCihL65tT+5fk5P7aulL30OXhaDFRof43SsNO9iswtelrFxm9qMMZq4zfI7zmpYXFPJCm59nzYtBwsNPWuBbGPRqmq/20oGVWW/39sGadZ/zge82NLxLlBUGm+io+bcXMtmuj5wuelw2hkrdEqUfMRLNFvEEIhNsNc0Y+y1d5sLcrGpyk3sGPoN7737Ln/y0w+53x+Yc2aeMvNU8D7y4uUVJY9cDgHXCURwfaR0UIJQtNIPvQkVe9hst3jveTge+OijD3n92WccDgeC92w2NvpPKsyv35Ae7iFNOCz4iThTVM9Nqj+DHu/449/5f/m7VfjX/p2BFy/f5d2rK2YVUlboB5sdGg9sY2C3GQz8Fk/1jiQwF2GaZ8Y5UZyaGVTfM3U9+yLk+z3abfDDQAodcthzHCd++PGn7EvmIVf+4vvv8TL2dH3P3aefIMcD5ILLxQh7VWzOyHlybZTtZV6pKrXdCGgduWXTLoHC02QW9EREXNIPw7z+HAULnSbGH/7QUs16Nhgj1p5cwcJ0yirmnEnJ0vWtgwvnyG9ueL3fkx8eePPxn/Lm0495/dGHkDJd9FQ1LQTfdvuXlSCi+ijLW3EInmZ/Vk0uI/MWZCw9ck+yC+e8Eb1KMdVnbwrQIkIughNPCCcUvCzBQaP9vHR1mxKKqv07pWTqTitOUtqwVSA2ANda0AURJZNRTUw5U1wyoBiTtndOyXnicCyUOtN1bXNii62iTPNIKqWh92YgJPeOw3RgymYLUEqycqCZE7noiUOkGzo0AsGu71xmxPVWYjlrH6daOM4T9/d3HI9HKz+sKAfN1FIo00jeP1AOo7mwi1IboJmbfYRI6xAcDxw++5SP/uCH/PR3/iG7977L7t13kctLar+hBHOaU810XSTHzqjlIRC7jk0028XZOcbgmCtUEZJzuFipux1TG0NPtaLjSJ4mZpeQqXKz3zPcbrjaPXAVApvLazbbLeOcoGorRSrMzfukVut+idkONk0myxAXpq+unMOTkVADuM+p5L+M460IFswz7qc/aTlXS8dbRpExBlzW2ngPJh7rtFKmQm26CZ+Xj0njkfH2jnl/z3x3x/72hunhnove4XxPzsnusOfX8ml9+DUX+gQktpKpPb5kKed4hfcBH4yMFXBW0+bmT1FZWaW1QAhKlLgUnyspx7mALkpTAIuXRzuHeZ6N4ekCTkyZvDbzm66VEeIwOXsVsx0k2DVoKLEECMFkdyQZL2QqM2VWfDk5pc1TYk7W43firZ6vYnZ9ruKDXYeIw7fp1Bg9m80G3wkSBI323fXGyp2rMNdCrSYmyDga0/T2hpRnQvSAaWEGJ6aqlSaOd7ek8QEhmSWjh4xSRHDREYNHcybXSrq75+N//I/5B//n3+P6ve/x/HsfsHn1Cn95jfYd3bBhFx1lu4HNhqEph+12Owa3pRNPdsLkArNUJhGmCiF21J2CN9BxroV6OJDHGU2F4jz7MfPZzT3XFzt2r56bSfT1FcfbO3KF6Iylm/PcZoGkldzLGjytRamWNax45ZeUFl5Ohk3fjpDe4+OtCBY6z8w//jFou1M7ZzRv53A+mGiNNgcG30RSKrhSSSVzmCZuPn/DPB4o44TkhJSE5ISXpiid08qO/CqiyiI08zRglMb9MFzC1C4sq9CTrD4NmKygNJ9Qb4pYVT2iZfXJOAc/VxEYPbmdgQFsvvm6ivWLrXWMgZi0TCXnjM95pYWrniZf7To2bkp7S6EDTa3k0tN7jt7jh0Cey8rxyLp4eFbmpnvpfUSCx4kznYaiSDTrPy1qA1Rn7dzNridrbn0aIXhnzNQYqHMilUpOpoY+5Yn93T33Dw+IVEJwiARcqXinpJTJaWQ83KF1JDqI3tmG1YqGRlDyZmLs1FOrI9/t+clv/iY/ef6K7p132Dx7Qbi6RjYDu2cv+AsfvMfD7oLj5QW7fmCz2aDPn+OfP+f62UtwsA2OVIWjwqFZJM5DR0LxteDmDf5qR1z8Y6cNuUyM08zt7Z4XFzueby/YbHcmlyg2YeoRkiSURrpqKaw6weuy6W3FLeWvTfrraQT9LBv+ZWUV8JYEC6/KronSVrWA4J0x1MpsJJ+KeUnmajX/mBNjLkzFZP+Pb27J0wilGG1DC1EgeE8uhzY+LU0N+6vP5RH1dgW7GuYpYKnB079aOKGseIcTvyp3l9TmU2jGvdUyioLiDEKxiUrEXMbF49Qx5dnoy76uGU3VNrZe7XlyzriUTH1rNcbBKNDNrlDsFBtuu9DXtYFi7TsQg4nJmgJ2CzyiqDhiDNBZECkYnpJrMXc3sPkdZ2S1EKx0UbV2Nc5k+TTY55hSpuaCBivPNBvPY3984GH/wDhN9K421C6DVkqGNI/M44GU9kDGBZvmFSA1iYGCeYSwEJVwBmY7b8zLTz9jftgjw2vc0DNfv2Yz7jlsBw4XF2yGnu0wsH/xgvre+7z4y1tCFxlCjwJ9LgQ1ROEQzDiaEJAh0l1uEApSlfnuDaRMSnD3sOfN3QMvtluGzQXDxY5SlVCSOZ6JkNs5q7cF8XTYzME6TGaQlrVdawPQn2Yayp9TBidaiZOpU5tCsvljIIHgDQN3zlGL4nKmTCNlnpnGialUaz+lhBSTaRNq057Q5myOCVTIqU99DlIuEmfL8bUXWHTtX+naNVmyEduazoWVsh28tevUpuHs7basQFXXGZEl41hIWFWwGZOa1mJ0yUisLFNcgTRnEFMdBytZhtg9CnqmB7uUPUuXybNUvxaMnYF6aXFxX17T7ty4dv3UtDtr6+yICNqkLJcsJjRnNWm2CqtIrkCu1q3JAosoQKkGWI/jyOF4pNZkczxUZNlEtXDcP3B/95pcJkRKw/xKk9rHgmC1AF+ythuOqZLFoTdjalHIGTmOkApkpWw6Hm4dpXm4bPqe9PoN3WHi1XfeZXNxQX8pDP1AQEy6T5XXzVza6iRvfJ7U4/oJnGfpWxzHxP7hwP44st3tGIaBOc3o0VTgxDvLFlsb2diaj5eca/Sepve93q+eYmxni/i0vb6lbOMtCRYgJZvEmH3qNuTlCvNUsFuII9UGEuaZlDJOK67Y3AEl4bRQsY4EpVoardm8I9r4ObXQSWjkKlYG5vlx5uj35cdTzziahmTDVJxzBN+Z1JzviDHjRFcNyHOBnFxsEMqpZR1Ws4otShETma25aV8urTVBxKZfUUG8lSHm1g7ZJfoaEGnYj1uCgwmseBGc86uwyhKg8BHnC7V1nSz7sPdZiq6U4+IAZ8NWAJKbtqVrLdtFQkysPDGtBqVWaaZDdo1S0+hINZl3a2Nqeu9IJeFrpmsGwNM0cXt7y2effwqSmnymMWTViZHWXGzrx9zjVc2/FTydDwybDX034EIkuB4V6yD140ythRIm2PbUabTStsBPvvtHXL16yeCg854eR3WOpOBLNiPlEHDROmAuRqRz+BBIYje6ORfGKZHmwm7YEPsNOk9M45FcqwXjCh5PyYu8wimjgNYO5bTxPXJqj36L2cPXHW9HsKiVMjZvDGlQsHjwlQFpepjGA8gNtPNdIEpBykxF2XgzJSxiw0ZaTGINdaTq2t2N1v+ERQTn6VF0QSQa1wHWsqOypHWK6lJN2mFKRRiSHjpciPTdQNxskbmSSkXyTM0z81woTbi1jtlaot7jY7DTq4VSmiJXrUCkLoQvDC9wIVg3QgrUYhORfqZmz5iLlUHe04feNDiDw9mwdtMz9QQJjSlqYKo4E+g9dyeXaiWWlWXN1GkhmLU7LDHaZ1gKmgupdTG0fZZFBHG+KTgphUwpwkNKHMeDDYvlGS2ZGAJd8NQ6QknWMp+P3HzyER//+A/5/NMPGRREApLNHNmrAauoNyGlWUgZqno2/Zbt5poX25dcbM1GMYRggaLZPtRc7eZTK7s+El0hPdzx+fiA/pby4v332Bwm4q9UdlfPEOcIKlz4yOw8sziScy3EB3QszMMGmQvH8UBW5fX9gY9ev+a9D97l5bsv+TwfSAdP9SYp57xjnisqYeVTLGWg7Yva8kD7TIzt7FdcanWqO8O/FhHkr73x/QzH2xEs4As0apvhaBukWGsNMaEXZaEuO7yrRO+Zk9Ly4/Vvfbvgfrkjrwncz5aWrSxKWN3B1tNe/90+3OVvnGtgW6DrgFyawY57BIhWNXZlKQXW2QBZke3V1f1pWvnkPM5LFMXMnFGluiVDcCZ4DOsI/Tp34jgFi+aytc6vlCaBpzZ7C3bnOw8WiqCtHNRc7HcNOSV7s4is7byzFpvEhXXsvFazLHAtGFIrEaE6R50feLi7YX/3OfP4AGW2yd8lE3NGiw9YFqbFvgIOFzqiHxhixyCRTj2xOlzGhIpW9l0lOutg9Y3V6cuMU8f85g3HruPhxQ3Tq1dsd1cEH+iC4It5wq6SA94kAFPoEBdQbxmyx7C2OWfDb6K1zpfSbLUmYHEqk7XkO40T6Bc/+/V37LN+Ond0Wg/fzvFWBAtlUfRuFVkFdbaBBN+49GbvBrYxPIYYDyFQsulsSlvchboqeMtZAPpl4MTnwWIpTU7tU99MgASc8TxEy7pJVm/SpoLltUnI62lM//FrLLg4lnGUauUE2uz4GtbgF1aSQ6uZ+iChkXO8YcDmOv2YD9LKk6eTtKpKwOZTgDW7WBiYVaHmQhYz5Q3VBGiLgAtWhthAVT5lLQhzzquJUSkF1/xhUpqaWU9if3/HZ59+xOvPPmZ/eDC+Bazj2cZcdRQgz9Xo7eIJXU/fbYndQLcZCNLUWBu7zteK8y1jquZNEyr41PxVNeNrYD4e2d++4eHmNdPDHp5nXIin9bZ83s7hgocYDBuJAReCqXJl0+Q4tiG7EKysXg6R5UZ4WkProKF+MVismccaSFj9V84DxBo0/jyRsoB1cyxvNLc2YgG7kFXNF0J1BSS9GE228yYlX5yJoa4iVe0aLdXHMmT1816785Hh9d/rufOFyL7ccVRMlSuUANVYnStm0WT0pmnCNy0L3wKJkaJOuMJ5dmGb1KYsffa4hYqxtlAtFzpPTd0ZSFlKWdumCxlOxYL0OV9keX9OlbSqtZyuK0Atp4VqgcGAzaxQcSQa1b1W5lqabaE7tYp1yYrsOXPK5DpRppHbNzd8/tlH3N2+RsuEi3bT0NX3Vli02OdqHbMYPMP2gu320oyofLfS31leU4QlZxTMacwhlLLgJkIfArUqeZyYHvamIj4n6HpAGp2+rp2w6hzqHbXhF+K9CfDUanYGaV4D3fIZLtdtCT61rdWnGQWcZwyPW/znbdOn2cTiGPdtHG9FsNC2qFSlAVOK6tlwFAYHS1mcq+zmKRXwHuk68mZjgjHekdLi+2nTiiKL+O76ir/Q+Rp2IKeTf/ReTh8qNBKZ81CVWCNgqXte6v1imyalRFkyi1otI2nPVdo8zNNSxKz/KglAA3QVNLT6tm9XztqSpSaQ1pZ1rnFPKqiBpCqCa8FYazVd1CWQiKznsL7/s2BSwT4fb4QiJ4uak+EdpVZmreR1U1n7uZhvw+k5FQskpTDPE+PDLfd3Nxwe7tF0xAUYushiIK2qpAYGahVSNYxKQiQOWzYXO2snY05wOL+Wk+vrqXVcnHN4CioFp0r0jkEcUy4wJ9JxpIwTlIJXJTqHq6ebRZWWcTl3ChpOqN4h1cD5XAoJbYCsrj4hS6awXl/Vdfr4KWnw6VqDx8FiXSfn2aj+Yut9Od6KYPH0gizkIhEhtI1O26AqVuuVBc9wdldnt2PImWkMTPNouo1FKbWVN7JUp+fR+mc8TTm5VcvZY6cve2zZ5AsmID7QNUzG+9NE6oJZ5JzJqVBzA6ae1J0LU3MZTDu9RsUGaSulWIq/iMb0vRGdXAXJwiwTUTuzgvTWFakNjzAVr9b+PCNUubOyT6TJ+7WUewki1ms46T465xqOYen+scxMtZgPrIhR16szeCmX1tGxjFC0UrNZNhz3D9zdvObh/oacR3CVEEB8xeGQ4Mx5LFfDKrQtJHFUCXae3hO6rmWgXVs7LXi3z0uqaxJ2ZgBktpLVAiegNePorYNUrMw1noO1e5ZsyuT8rdtTvEPX8quJ7YoJPltgdWtp8Ch7azKLT70zVB/jbOt6Q578zulwZ2XOt9UteSuChXAC26AtOlm4Ae0xrDa19iEEMau8JYXz3pO7SucdwTdqcIacSxvOah9Oi9rfynmLfOVE3wk8dIQYDbRyEKNfS4XF59IUoI8GSNaKFOu/F4BaSSGgYWFGnoLTQtIpZSZnpZRArR2oshl668+rpf2L/F90Hu8CInZXW9qvzgVqKfQxsgzTnQ/hO2dj/doW/vnxCFRr9TdqtoQ5V6aUjL8ZBBFvGqcpk0uipLSWlSUlchqhJva3N7z+9BP293egieAVMKtA5zprMbtWj9fWbYmt9BJsqK0kNn6g7zpqG7CpQHatnHTGxbC2tPnHiHN48c1v1H4vxtg6SrZdlhamdc5aloiSxUyhawAX/Dp+79tVXLoSC86iZ4FCa+V8iNLxRdr2OoP05PqflyTL/9fHv/C16/ibHm9FsFgvyhkde1mcC8NQMKafcIrGnmAMQLAho3nmcDwwTkczysXS+lSTKQy1u4A5XjcxmbPXXEDJ8zqfs9dbB8r0rK5vtWRKybxMN/LoubquI3QdpWizMugYthv6zcA4joSHwOFwYJzmU9srF7TUVaJOVYm+eY+GU3YR1kzD0vmUJ9I4cXR7qJmLiwvqsKXrCkyZPM9QKkPYknMDjVWZcyV6M+iR5tKOa+3cJYA7xzwlEw5um27pZOSSKPlkcJxl6fTYndQFkwW0m4GNzac8o3kkH4+UNNF7TxBIh1v2D6/5kx//Afu7T4GJIVq5VOpM1UqRQq0Z8REv5rOigPMW6GLnwJt6+JRMAcs3a4XgnCmEN2YoInSdUernkpnmyrDZmGF0EOqwQbZb6jDYzxeX1H7LXDJjrsxKa9mLGWSX1PAgofOBJMI8zVwMHdfXZqSVmjQimGzkuJ9NAKdWalO+0aVlqieuzFeB3vA4k7Brf752/xwFiyUAfNlbOu82iLf0b5nAo2YbWacyamJseo3HRRSmpeprO5ET8vxVx9MP4TxQfOX5P/mdx6VJ42tYv2/tznhvuhExRrquO6mW58zqGuNO2Vb2xgr1wZ2AU3/iCpzerwW6cRxbS84CooYO7ws+eaJ07b7lqFWpxYC/4E8YxALe2ZXn5Ix21gYtZ+Syc4DzERKvp0VPtU06TyNpmtE8gRpbU3MhlYnj/pbD3Q152kNJeFcMrFVd77ZLSelF2vSuJ2Usm1Hr6gTviS2wlppxFLzzeDHymIhZKHixk3Pe7ABwDrqOyVsrtcSIbja43SV1GBidIwETjiTmO7PMcwA25FhMks9hRK6E4SO+BWctzT2tZRSqeqa7ujT3l83O+vjPe/z5wiw4n5grbYO1SNnqam2tPQQorHfzXI2peSgTY5oZm6lLXQKELq7mZynck1TuUWvyLKU+3/xPQaTlOM8iqF8MFEtmIOLwzpM124Jv9XS3GaiCOXHlQq5ppYKLGPI/lcq8ZCqtHOk6U3A6dT90vX7mpn4wjxIDB6CrxNjhZKYLrfTQxQeF1tJscwZqf6dgszbQgEpZFcqXoHT+paqWXi/XEV2HnpwzjkuaZtJxJM1HyInoKuoLdR457u94uP2M+7vPmKY9aEKktcGxtvBqzVcN3/DeyHqqkEtFghCc0AUb+/eNMRoN5qRz3pj/zm4kluuY9ichgPfUEMhtTbrtFv/8JfHFK/J2x7FxIva1cqiFWSFjimSuVFwuSE4wJ7xCZwMzBG1rvBTT9swWMNahv7OAoAuGIiYN8PRGdV4e/lnH+dr9RY+3JlisbbSnZJTlAtZKWC9ak3kriTkXpjxzNx9IzQEs1dI48y1Kr/jH4wDxZQHjfPLz/P8X0PXp79NKphAClBOouUydgpGPQnAmCVhP6WQIgc1mg4iYunUD/J4ujiV45JypbcIUQDS2tqotH1tvFcR4G6q6lgeL1qiIMM8j4PAaqEUpxboLc+tcSNv4y+uuvArcWqI8DRaPMonz65pNg9R5C0B1nsnjgTzPRM04NV+Sw8MN928+4+H2NdPhFqcmEBQcOCq5GKXOi6mwZlU0ZzSbfocq1LlA7Sl9Wb1SxQd8m5VxyxpoFHJVm7HBReteiMOFiMZIdQLdwPDyHTbvfofu1Svq7oI7EUrO7EvlqGpdHm1t0FLQZIFCcmmbS8wiAjPU1lzI07yaXEu1wKCquKotqTwrNc4yi6/Lbs/X5aPOigjf4M++0fGWBAsrKeBfV0MqAAAgAElEQVQMeZeKIJTFEEGWBBeQUzqca2WaZx72e5u9aLK1wbk14Djv1xJnkbiDL17Ypxf5/Pv57zzuSNjj3vvT6zmTsl/dxHLBezUMQE4j6nZuJu4zDINJ2beMaXn+ZTNSK1qroe612Sg2LkaQ0MqbVpI40+isyRiVDjXTXjF1aM8RcJivuIAK3ttsgumGlEclzfI9t4G+JfCuGcRZJmbeFtZtQZU0z+RpQr2dcx4n8jhR0kTApAMODze8ef0RdzefMt3fU/KB4JtgsZjvvF1zUx0LvkcopLm5lHkh+ojrI6EzZzPnPKlJ+4vzxM0FMQixkc7MsMjeW3JCEsMeCJHQX+CGHn91ycX3vsfmO+8RXjxn7gdmIJXKvhRmlFlN8UsttTH2Z7bMweWCFLMZCOLYhNjawjO1LDe0Lx42+Gc/L0jEL5IdfJMg802OtyNYfMWVsLt025hyujMuaX/fOzM0zvPas1atza8UKzeWdH4pB77uBb/s1Ja/VwOelnNYOhcVW3hGk65roFhwiPNzNlKUX3EIu3PY8/R9b8Cm6jqFulolLnRgPfEuplLMRd0bOHlqeVbE23VYMgPLfGz02eUeS8oD3mW8iyxCQ8aePJkvP3pNVYoud+b2Wm0RVj0h+dCykGz6F9bhSNTZ9ETSdLQ0PE3kOnE87Lm7+ZS7m095uH0N8xHI+K4pQImixdvNQ8RwBxcQHEWgkgniGLqObnOJDx1dv4EQwQn9cEHXb/F9Z900cSAVrYHaRKKTQHImckM/IJdXhKtLhhcvuPrg+3QvXlI2W0rrxk0ooyozjiIG4opFSHyxQEHO1GmmzonOOXbDwMVmg5bCNI6roLRj0SFqoL2YaO+6zpYy5OfY73IW1L+N4+0IFtIAwAUBdrK2U32ARY/gET5g8kn03pOkEseeMptUvmpdOQB2vU+ipVVO+Ah8febwhdN8UsqcBwsaVrDgCX3fr8Sqc1xh7cIsr9U6Nn3f2yi2Kl5Mp2JK6fT3S+rf8JraShIthdqGxpZWrKtqylVn5QGIyfDFjCPiJBKDUkRxzreuSP7Cez3PgpZgoWvgO7umbUaiNBr3OGfmZHaLNWfmNJLnmXnak6eZUmeODzfsH95we/Oah/s7mEfDKVwjj3mHQxqb11mZVU2m374giCeEuF5z2rXoNpuVmDVsL9EYjAchxncxuYuABo/f9Ph+gK6ndhG329E/u2bz6h36V69gM3AASjGCW1aYijI7oTTWKK0MYc0obFaGWulCZLe9YDdsmMdbxnE0EeJcHuu9yolftC6zXzArWALOt3G8FcFCBKK3FlFFl+lxqmv5mMeIWDU3zUaHc5HeB2YKpTjqxcaeZJ4gNwJuG5UwfcdMFOicdQDaE1kWUuvK1ViYik5sYK3KSduQapslilHHozMQsBS7G4xz4XrYcvn8mYGXwVO84F1v7cRaTJEqmAxeKQUtzeF8Y8K1oYsc9j3HcW9EnmL+HaE5Va0bdy4cDyM527yJXUfbCCJKNyyifwuO8gbvDSMpLxN9v8FLbGPtC7BpUvxhEQAOgei90Zadw/vTclmzjipUjTjRlXI+zzOH/chhHDkW60xNxwP3d6+ZxgNaElKP3Hz6+9zfvqGkCecqEgpicCHiDRDNVYxcV1zrwBSSmBZoxUHsmKVD/Yawe8FYMi5uePnqXf7CX/5nzWzKRXwX126NBVUb9HNdh7+8wG0GZDtQg6fEQHexZXt5yf7qmoeUOaZEweF8RMW0KuZqFPg0Z+rhQHg44B4OuMOBTbYAl1R49eyKd54/4/n1FR99+CMOr2+JGsgtcG4aexlR65y0Mnstd7GisbZ/LBqttGaAN1LSaQ1wJvlYTyzZX/R4S4KFELr29rTddWUB05ZU3tzBzy3n52lGMVHYi90OP8/o1KFppmQjF9fW+7YWW2um1GJ3yQp9FwnoyvEI0lL+0rr33p11TxrPgmobVE5puY1gV8QFutjT9z3SOBs4MdYhoI1IRruDuFaqxBjXVL4r9v6iNzbqNE02BHV2eBN/XEHPpWSxmZBKTufU+UWzwjKVu3hHjBPeBTNXlmCBWh0+JWvP+riqk3vvEe+IPrSSqAWtUskVlM6wBWfXLeWZ4zgxzebeXkphSgfmcaSkiZIT5ANpPFLGA2jCRYe4au1PKjkn4JRBaAP+TBPZEUKHBo/6HvUB+oHdO+/gpkT1ge76Odt33uX65St83+FCd2qdtzJKAkjoyZ2gMZCCR4MQYocMHTkE7nJmFEg+ULDJ5cW0eEqmw6EpUecZ5pkwz8g0G1aiBR88VxcbLjc9Tir3r2/IKRFKhaqWgaipjSwWUdqEn89B9PI1GW9RXYPDcqx/+y0FCnhLggUiSOzXDWnz+Za655Z24x2x34CTdWOE6ugJXNCjm535Yh4O5PHAeDC36rHM5Ck181mLtD70trFqxReLB15Mt/Ec6ZfWYaiqbZHW1lWs63yBa+SlUkERQheNYhw6QCi5ErvGRD2zNfSy0HWN2OWdte0Ejw7SamltbdCZvACprTwLnUn25ZyZRnNWN8m9FhBzXV/vnEBcMlBv8D4SfCSGjhj6FhACOo0mivUkWCgmu+ece4RPGLHLN4JTXedcpikz5cTdw62J2qSZkmecFHKeyC0IthOCBp62C94AXQDjQwTnreQDZtU1Oze8ROk2A8/feYXe77kfE4eqHIBt3xupKsRHruWFJsjjBN/1hltgNycXO4jmF3LMhdnbuHnVZgJUqtGyq5WBZTYmap0myjQRckbKRKdK30WuL7ZcDD2+FMb9A3Wa0daxy6WsN54VF5O6Fg7adFfLI9jCwHu3dFvFfQHTWHp68jVB5mc93pJg4ajD0Orhdid3DlzA64lM5YcN5j5tcmgaTKl749sHPmeO9/cc7ztKdeuIOyGvyk9GwQV8h+sdpWS0GE7ivJDSbCbCbcZhUe+queK852Rg+5h0lZO1H7t+u97FSpXTpGsreSxYNAxFTtOk3kUktOwmBOM9hA7vT50RwzgWsNSvbNP192uFshB5ZFlJLNOnAKkmjkx4V/AuE0Ii+GSt3i5S2pCiyon8ZdmEwztHiA7v4lqqCI5pTiwwmmKBfJrNDf3+8GBepXXGocQI6izjs5JPThulwklxpNp7wNzVnFhGI7RWeG2jgSWhatc/dhtiX3DFkRAeciHMM855qj8xTO08i5Ve3syr1DlqDAgdMRRiCZbhmCQXikPFoWUhUVViFUqxLpVlFyNlGiHP9KIMvedqO3C97YlSmA976jyiNSN6ak9XVaJrospfsrGL2tzJ+f88+lkXstqJb7OsmW8rUMA3CBYi8n3g7wDfwd7Or6vq3xaRF8B/C/wq8CPgr6nqjdjZ/W3g3wYOwF9X1d/+2hfxHrm+asitOw3byInajAgaI1ls8TtVYqpoGxQbhgv6XEEitQZev37gOM1MuQID5NF62DECBbZb+m1PvbunzCO1tDDQ1i+uWmq3AFBAUfPfkDObQhVPrTDnQuwHtrtLfIhmFiM2F7JyL4JbOxTaCCDOm/JVjLJyJkqpeJ+JMVLKQOyac1irPxWYU2kBDVQ84qOJAgdTzap1SWkb72HpBtUla6pIzeb1IcVKqdm3eYi6alcs8/yCa34agT72jwbbxnE8A28t8xqnmSkljvPUsptqGYs4fBBqaAHMmxao8UgK3qnJcZS6qpkjy0h+C/Sxa8pnziJHqUzHI/dv7phVCV0P3YZZPHc5k48jcz2u4PgaAJ0xOF1WfC9ICHZDaBOiXjzaBRS/ZhSqiq+gGeo44UrGz5maMswJHSfm48jz4Hh2ueHV82dc7wZ0nkwT47DHFSsVqeYG55bStF2/U76JedYKLBQ3EVn6AKwhQy3ELpjM2d79Aij/ixzfJLPIwH+iqr8tIpfAb4nI/wb8deB/V9W/JSJ/E/ibwH8K/FvAX2pf/yrwX7TvX3lIjHTvvf+onnQSTrL/7tTaW1SkjBsQmLJyyJlDUubjRB0TOc7UfsOcbWSbIFiB6gnbAbnsCZuejRdu74+UZOIxvioX2y3UypzGtkDbJ+NaBD+78CoerU1ktQrOR7phAxJMZ0Ir3nenDxmHNPOfpTtjbUsIQdZAEoINhKlCLIW+G8jORG3rmeTdQiBbSGFLi7X4RJ7mReAaZUlxCyKGdSzENyvHGoPRs/JXlqOiTelb6fuernSUlFeuwkJRF1kmgI13kFNlzNY5CNG3mRaQYMrmi1yceJtZNZtKEzVyvqXf4hC18qOoaZpUWu6ttQV265S5Avd3D9Rhi3aBorBPhZwq1cOUrXQJ2BCikbvMl6ZzHgk9MQwUb2VWrU0oWr3hTI3nItX8V3ypzMeEasKnbNOopTLngquVGGB7MXB9taXrAg93n3N/85p03LNpN4RFWtGYuoahLYdTKz3sM+BEKW/dsmVZBoUllLQnO+2rpWv1LR1/ZrBQ1Q+BD9vP9yLye8D3gL8K/Bvt1/4r4O9iweKvAn9HbXX+XyLyTETeb8/zpYfrOoYPvs/CaqSlv2ubVE4TnOraqLQTtDgGhC5Xyps99fYBXxwuCzyM+LghT6bjQLfB+Y5uN/Dsg3eNdn08EIcNvipuPlJKtrqdfGo5rdqXZ90GVap48y9VodQW5EKH9709h3i7O6sa83RhUPJ4ctS3D9eJ4sSbgY/K+rOIMM0FlzPMs7Xcqpn3Um0DODHC16qbWTyoKWQtXA7NxURtl8AlRp4qDSNYSr28UJ/t3bfnbGJE0gDj7NcUupSCXzLAhrGUagEmqRJ6I0mF6HBOcVKYy2QzMFQDnpGG4VgQdUs25JztkgVQBbuO2tD/ajWXd56gDk2VsAm4fkC7ARc73LAl7naQsjl4nWUWIoIEj4SIuGiaKg3EFISsIFO1oAGm66pKUHCposko22VKlOMMUyFWZRM6dlvHdtfjvHI43nPz+nPubm+gFIoWKAZMiwjBh5al6jnYYBkVJ0B/aatrpY3IPz4ea7Z8+8fPhFmIyK8C/yLwG8B3zgLAR1iZAhZIfnL2Zz9tj31lsMjOc7O9OqXK8nhk3YkpIy3K1+aH4dFgaXj2gfHFhrG/xO1ecP192P1zlbvDns/vrK+9HXq2IXK1iXRBGZwy3rzmR7d3ZIGkiVxnHg4PoK31KnCuMuSckLVSq9gErI+I66hUXOzZXDxje/kcFze2AIO1HdUJ6lvduQCHzj/SjjgnQQ2bukrtTTnRdRcNNJwYR+MrLOQp3zKWc5FdVSV3PYsnqlBX1mcpZR1aMvpCpXorSYqTZZqjLV5rO5daEfEkVWpK0KjUyxHbtGepiXk2UZ/Q9VwMF1xcX+GDEL0jBBiP99zf3hq4WRvlWSpIQaRa5qQZJ6ZSZeByZ7MpOAgBt7syxqaLpCnR9RvuxsTdhx/zst+wffGK6+99j/jOO7hXL/HPrtnN4FomdgoW7QbQOWifUxFFvbOsscCmWOknDXgnK2me8CnRV2UeJ6b9nnI4UI4jHrh+/oK/8k9/h7R/w5vPPuP2ww+5/fAj8t0trtqYvc42aBa7rhlTQcM5bT1wihsrN1dkFe/5iv35hce+ik/08xzfOFiIyA7474H/WFXvzl9cVVXkVEl9w+f7G8DfAIiXV/zkk8+sxDjLKNaaaylD/NmAFo5csR68ixTfkWfF+YgLnu7ZgB56/KZDpiPSd4gPXD274leeX9Lnmdd/+if89v/6P8Nnn4BTE23dRLvj5sdkGaBpTqoBXQheIiJmHxj8gA9Da6Oe9ArO68alkyAiJubLaSS+XccTKOUd0QmSjfvhU1qvybxwH9qYs+lRuEfBYn1eWaYZTzYEywCT1qaAVSu5BsRVai2WEsvZOD5ymoo8fX6tHDQLPossnq4PVIEQB/phw9BvjCfiFS/WAagpU+ZkAISr0KjgVqWXVqtb5pNpG8V5cMEk7YYNxJ7Yb5BcKRXi9ooUB+YY6bcDZTswdZEaHPSR4F3DClrps6TnAtXr+nktScuiy6GqOG3+Jq3d6Vu5Nx6OpPFAmsbGwo1stz3bzcbkAY8jdzefc/Ppp+zfvCbOmSEEci7Go1iyButFn/7Nie7dThH48iBRG8bxy84q4BsGCxGJWKD4r1X1f2gPf7yUFyLyPvBJe/xPgO+f/fkH7bFHh6r+OvDrAJv3vqfqNoBN8AmW2lsrDQPMEVw9pdD2JK4paPe4YUu38ebX0XXE7YaaZkhHLsrMto/sfOC715c8TzMf/+B3+cH/9ztwd4fbbth4ZT7skdCjpZCM8oNrQ1qo2NAVEMQQci8RF3qCOrpuQ4itBHFPhpak9QrEWqhuWaxi+pEKTTlJ2qIxl7aFPDTUakQuZyQxS50XH5C6dhIWJ3hLUx/rLS3DSqpKORPOdSFAm3qsUlY1JxFZxVqWse8FU2lrorVxG64k3qa7QwfOdDy6bmCz2ZqQsBSoMxTIKVGmCcNQrBHoaILDYnyY6oxjAY6MoC4gccBvd+jVMyRG4uU1lMrxfs/L77zP6wLTxcCw7Sm7DWMXmIKwCY6ND6eA1yaYTze8Ck7OgkWLGA2XUSCptYQ9QkSRmhjHezTNiFS228h1v+Oq69ho5c0nn3D/ycfcfPQJhze3MM24igXKJm7kxLWJVSsFO+dOeNFTvdMFkmgYhZPT570ci0n3L+v4Jt0QAf5L4PdU9T8/+6//Cfj3gL/Vvv+PZ4//RyLy32DA5u3X4RUAznn63RWwaDeekNzF+1TW78ud2lkp4gOu35C73oaXnI0Yj96TQ08cPLutZxsCz/sOfXjg9ccf8aMf/IA//N3fhXRku7ngous45MnqbqlUOUnfG1NRqWrlj/N96w4MuDggVQhhQww9toVcMxButF15/J7WTgqnu0rVerZ4WbOZZdbkfJ5kATS1TamuvJB27WpRkBNN57yd5kWY3Yx7UrZ4NcUnam0amW69ky2ZnPeG3q8G1i2zSNkc2UNYBHqMmBZjJIYearZJ+WqCPjonyDPeCcEp3oGJ2bXZHbHMLGtjzyrgHKHb0O2u8O+8S+wHLq+u2B9H7lLh1T/xF+nE82aeyZse2W1xFwM5BqY2vUo1ungRNQNnsaxhwQZdey2BBt6q0UDUkavJBxiMVXF5xNVCHx3DZsNuiFxvtmyckm/v+fCPfsT8+jPGmxs4TvQVenEmoTA3YDO0INzWgAWppuS2nNPS/eb02Pp4Oxb9z7chs/jXgX8X+Ici8g/aY/8ZFiT+OxH5D4A/Bv5a+7//BWub/hBrnf77f9YLqDhKHNZU/fxrpb0+ChRts1XBhwixQ30k5dwAsErwji5GvI+8en5Bp5mdc3z0+z/m9W/9Fh/9o9+j3L4GEfLxwJxtWElLMsajX9iabYS42oZBIn23RcQT4gYfO3J1EDqcD2uHQLwZKFcJLQDWJrzS/D+XrajVhpCWG4mI8S+gDV1YBiPVn2TZGi09pfQIq1i0P87H7IFH5YNv1/LR39Hq43luYOdCiGp/37xKpVYcNsDGGmhoZVhkGAzM9F1ciV7eLxYINs+S5pFaZqiV6B0i5tYGp2lgpKJqgOzKJ/MOuoFud8mz732PfrNls7uivH4NN7ds3n3F5vo5x08+wV1e0F9fMby8JnU9yQvFCThwrTVu2pjtemasvFgzqdOkL7kZUFNMraoqKc10JfPysmcbAhvv6J2y1YIcj0w3n3P4+FP04Q45jMSU8ckGHClKnrJlxA7z85XmGcNyAzn/8NzXZAtf/I91jfwSMoxv0g35+3x10Po3v+T3FfgPf5aTEOcJu0ur553DecG70PrgZ4NLC+C5toMsPS3Bo9XhumYT4BxzmYkidE6IaSI/3PLhp5/yB7/1f/Phb/4G/OlHcDzwbNNR5pEyJ/MqEWn2A+2ODM3iUJqMW7S5ijAQuh5xHT4rRRxO/DotKutGbD4mXyDktk1sFU6zFFy6CqyKU+7s0ocQkM4yi5wzXdc9yiw4k+RfCDqPrrOcamIp5VHGUcWCtlexjVpPWd5yzdcyplkn1mzu6C5EfN8zXGwZhqFR15vOaHsfBn5ORvmeE9SC8+ZNa76Pi6JZQapQnC7ohX0YPjBcbNldP+fd9z7ADz39ZsOhVNhuYNhw+c47XGtFLnYMlxfsrq6Yg+M+J2jDiSraAqG21qy1zKVWk7BbcJ2cLfvSpVyzgOkooDMbJ3zn6oqNVphn8v6e8XAkPzyw//QT8u0tYZ4YcsUZQw+XCiSLwotuyNKOFx5f7/PjtNofh4f6Jb/7yzzeDgand/jdjkWSXh1U8SdzlAY+LdmFgU/NHUscSQAXCOLpnTfPh5LoohCDEMY37D/6mN//jd/g49/9PfjTDyElhj7SSWEuGaQQYuSY88lyb53jkNbyNP5H32/o+i2x26AExpTN18QFSvNj9RrgHPOVpT3ZuA9tUbr2PhZFJxYw9OyOv2x+5xw1eJxAFJuncU03Ysloalv0K95Q5VHGpmoAbWkbYQ0YKjirxilUcw1rGcryOaxBSQoqGRB8Kdb63m7tqzFxl+lYrdkmNaeZaRyZxyM5zxjVVM2iYBl2o1EozrJJs2cPMGzYXl7x7MVLXr16x9qym4GLy4n+2QskdlxcXvJe9MjFlmHbE7y1RqeazdldDfsSNbl/r5Wo5lkqTftDqrVEJZudIV4J3jooHsFLJUTHDseOip9Hjjc37D/7mPnmlrx/oD7c4+8PhJrxCj4rmlowL5UuBCatFKUppluZbUr0th6WzOA8UKyf6xkdHAzfWVrz62NtnX17LIu3JFhoCMwvXlqkb6PqwqmbALZgzzskgJGfcia0hSYidLEzgtN0oK+ZZ9Hzo//j/+EHf//v8fr3fgD3t/h5ZkCRDAc/I71QxTNJpgaz6vP4hhu0iUACVMecE7koV8PA1fNXqDoexonjXOi2W4qal4VzDokdru/IqS0MZ/6iYpQ8PA6vFiSCP2UeuVQUtZrfOWpqfAZX8c6o3UVmdrtd4zXkU0lS9MRFaMc5bRtgs5FHweXc7GfO+eRtim34XM35bJ6MGKZuoupMqdbSfvHqFdvNBT64tQ3oAutrRO9IoricyPt7fM6UNOOClSKQ8c60R1LjVEy5gh9g2ILfELY7+t0Vw+6Sl89ecfXsmjFnEM9YC7/2T/0aw3vv8k4MZISkJrcovmPYXXBowUu8UH1BJ8v3JAvu4QCHPfWwJx8O1DThHQxdoDzfsbm85OpiY87uk4Hm9eGejz/5kPrwQLp9g94/4I8H5HikH2e2c0VTbtKPJ7A5dn7lbVQBamnrq03IrNnF42R+aWW7tiaBE0a19lj10f4QTtnl0yzz5zneimCBCNL3p6lAeBQolq5CfYpb4Om7yBA75nGkajYNxi7Qux43VdLDHR//wQ+5+/FP4e6OOGf6Ze5GKtWZH5W2n+1hB7ow+U6nWWqmVkcuqW3OzDDsiMWk1VYVqYa15FqhlJVcdQ5gLgNhqvbRazWsYr0kT+4J59dibcM+wXCsvQxazEZweZ3Hv+u/8HxLdqMixOAJC7iMSfr5RrQS17oVLJlewKkibU7FiUPbpGtVa+i5RWS5JPI8UprjvQhr29YC2dKmVBsdr361QmDxWqk2/j4eDlztdviauegHvv/d97jcbbm4vEBdIKuxR4v3tmYQZi2NGr+cn6Jq7eY8z+g0UY4H8v6ePB9Mx/Niy87v2GhhGCfquIeHW+b9HeWwJ332MfW4p9zf48YRd5zxcyKkCVecDYu1ftfa8TrLGHQxKTrbBz/P0bDbX/rxVgQLJ0LXxS+4PS8LdmU7tsyCdaEvnAWobZNYCp3YxADHwt0nn/DTf/T75I8+gnGkC7615qwWXtpl0ghf7ZVZzWll4RqUBnAqcxo5HPZsLo9cP3tuilACRWzSUxqsXkpBUiK0FPbpezNuRHug1pU56VYZ+CcUYOdMs1EcuWULAKhDnU1+mpeKW5mhC6/jlJVZ1iGN81GlgmctT5y9EM4bSp9zJteCK2oZUtMItee0dm+MRjSTpdW4liuyEBFN4+K4Z5yOTbXbSrrahusahYGqYu7xLOBmAa+mqyFKGSfuPv+Uy6Ej18wQIi++912GLvLq2TX1/2/v3WJ1y7L7rt+Yc6313fbt7HOr6qrqrnK7uzrdOLgdK7JECE9c4hfDW3iAICLCQxAg4MFJXizlCURAIFAkgyMlgIgQF+EHIpIgJEuYxG5bbbvddnV1d/Wlbueyr991rTXnHDyMuda39j6XOt11us4ussfR0f72t7/LXHPNOeYY//EfY6j1DFm1DS2O1js0JdYkvNrWdYhZT2quWIgN2tY06yXNakG7WVI5YVTA3dBSLRe4EGnnpzSnp7SrOWm9oj25T9psYFPj2ha6Yr0hEpOnTYb9GC0OW1NdHgf0lG3JltwF1+JSBKT/tYtCDX7XgeIfrq/nLVdCWRixYFvBqqu8pE5yf6CuCG5HpDEfTcSqP61CABRXWASibVpSA+sH97n3nbepH9yDZs24cFSFlW/vrHTN7FCT1A9ny9zMuzVHMpx42nrDys+ZrXdxLlGWnkIzYSuvAAeQrDt4h21qDpF2PUdhYEllfsXjbnw/Tdlq6UhXHQaB5gxRvMXyhS2gqvKYRbQNy3ZAqA5aPHrvjcLShfGimEk/+JzuvcPixMNr6cRYpJGmXrNeLXI1LM08DGjamhQa2jYRNVhjJF/YDOYKZDhLjy8RCC2n9+4xUqWNDTs3D3nlsy/TNjWH4xFRhbppqBA2KVKLnbsboBW7zkY6dq4luCUSbWzZtDVNu0GbBueVNoyYtQHWC5r5gnh2TJrP8ZsN1Ev82TmubUhti0uKS1YpS1OijhYpijnBS0VyYScr4Nst/OHm71zpx8nwdY9zKeQj1s3zkCuhLIy3l3oqN5215rZWBbL93cTAQYl2KpWlp3RClcCHxPLoAQ++/Tbf/8bvwfwM8TAWgRTAKUE6xZBxCdS6VpHVQ0dwyi6KqNG9IdG0a3RjnP8mbBDvqSpHip1SBqAAACAASURBVCmTi7bXtg1rKqlNFt3wkk1rNzxezAzP7hVKzwGw5KWuGBDmm6oxCRkoC7UJykBeR9oazHNHzOqIYGQrTUByCjoMGJySZ0YVcdHcpIH15MQUReFdTz4jeQs9i+EDTQw4bWibFU1rPBbxQjkuqUYjkIJNSrTNxpo0ibP7kIlKXWjZayS1NWG94vT999DFnJbI7diSlp8j1o4dIAiMC0+VlFWEdbIrXYlQZ+KbeIcUggYliRI00kSj1qOpL5TkNLKjkbhc0B4foafHVPUGF1ra5QKWKzRZzc1uVVq+DLmXaaeYjY2KWBm+fm3lv0vK69o7ey2PApM5gPOIVZEh2wuv/UlZGFdCWYAaup5dDBn8vOhvsw0JqpXH804oK1uwI1GqVig9PDw+4uE73+HkW29Bs2bkLLMxpIbU+ej911/MJjWrZfury0xFyXyANgSIwmo95/TsiOnOAUU5Ylx4qwXB1lTvSsV0hKTuGpKk/vpUrfLSsL37MPR5kd+f5yc9imEgvp+bITo+DJEaBfzSIlKXQ6dYstngtcNS/8PPgW22a897ufR3AE0toW1o64xXePDeCFz7B/u0zZT5mWftzqnrteE8IVldyyh2+rctzXLF0p9a6BXH5vQYP6qYjCoevPt9qr190mJBUY2Y+oJRUVBqokwRQVj6Ai/GEFa1ojdBktXldMbMFRFjymqikkTpPJUmQtviNmuKeoNvW4rQ4kNA28YSyfKpbxm7htu0F6vV5M2+ZVh1G73f8HmtfBT2cNkNeZo8b1fkSigLL3CYGxxf/u+cbVBTGpcXbYaOkmOcYOKEnRgYNxvO3/sB7VvfhHe+g08NySWWJKTyRI2GU6hAyt0d0nbBO82ZoU5RsUa8KkKRm+U2bQ0qnM8f8O3vNrzyymc5uHkXV46JsSW2DX48oyxKwFGIJwa1RVfm/hFO+wK/W8B2+69zalWtVJ1zzqybzF9QIi4ZAY0OVO02eRTDMLD500TfF1acldADUwz94hMs05XcqkC2fJHOm97yNKJZW9L1X3V91KTu0uxJeCKbzRlpc85i/oBQn4E2aFBC49k/vMPezozVesH87JTlcs5qvmCz2SBNi1QlUlb4coRvW8L5GVQ148kMnwIH0xFyfsq3f/tr3Hnjczz81ivcuHmL/Vu32B9N2S0KFikxw7FRWDhHrYZXbfJJnlxCy8pIdWUJbUOKShMaUjViMp2i6QCNgYVG6pMTq0rWtrgIKRkuE8VZa4CkBHX4QQIigzVrxC9zQ10yVyXzxXKuzcW9MVQe/b26zJ+B3l3vn/sJWBdXQ1loYlavev+388m996SwPYG7RdmnQXd9LjQyRtgtCnZjZNSsma1XcHYCKVKUjrqtkdKhErEt7C8QngSBnHsSUmMNgcTMeLNeBcFqN5RlYT03Y8NmveD46CHVeMpkx1NNvfWtdHZCl0VpXAe9BHZnv7kreeectxFdurFJt+XipUfxHz3lYeC35sJBYLpEnfaMTFNOHXu0yzC1mRhadIiR02IHMmflJQwIWlzCJ3K9zK3loqCB9WqOpAZSg3PWl6SrF+K9Z3d3l9lkwsnJCE3gywq/rimrMaPJFMSaCDlfUo4qRuMx0/GYncmURCI2G+r5OUcfvs/IF7SjERNfMCk8Upb45CjblspZcZ+OuCc5NT+puSbOj8DVhJAIm0BTRVYhMptNGIU9NAXOT08MSysKcD43OSKn8ws4Z9nFIj3BywFIBtbTtttYb1UO7l+38TuC1iOWml5U3Nsom174/Wn4xo8rV0JZSNviPvwQsDRcxSjNqUP7xaIWXbTaFqpSa47pO0cbAksFmpb1YsHx99/BrdaUzkA2vEe9YQ6kLYXWdxOb/Uffbw61sKN4e78qHutVobEFLFQYW0P5j44ecOgqpgfWW0JjNJMpdUuJR2opPBL+vOR7DhXC5QVgVbUE1Gc0XXvQV7zLaXDdIk4XFFWvkHT7PU661glbZTF8bRdR6f532ahJt2zRNlkimhMlOqzqNIEYcrvCFPDeoQ7aUHNy9BAvMBqNGFWenZ1dUkisVism40RVjhhPZpSFVcZyziqO+2JEVRRUzhPE2LNpU3N6/wG74wm7ZcXYF4x2ZpTOMXEwdp5GlFZzLopzBJezc8uSVFSoLywpsahI0tC2gaP5Ar8/xU+nlCEw3tujyRXLrPxAyFEbl7EkyV3YM9CdFUKf9JW9E3mMFTGUjwqHPsLSfb4ex2PlSiiLtNmweetb/QZKYmYdfltboaN6bynHcF63NLmZzvroIX7TUNY1xWrFg3feISwXjEXY9Dc2+8GZFCMi+EyQsg2S28xlkNB3J6zFv/oT3jYXIEITIpv1AnGeyXSP0nmSlFYgBTu1NVlvjqIo8KW3vBMv2w+UHHzRi8tDc6XrjhsxtChCSjmSY7UqU5TeHUEElzqGa8obfxul6RXQFrQxLNEJhRRAykVpLRM0Q6c9RhGCbpOXRCA32unGGBW8MyCUFKnrFSFsQCJFZdT8EAKnJw8RIjs7O+zvHjCdThndHrNer1mvNpktO7a+roPEOF+MrPResv4ivizRtuX43n1m4wkTXzCtCiaTipEf40SYFBBwqCYacdZQyBsvZVOUJO+JXep/WRF9yappuX98ws5sxO5oTLUHO7duskyRViOyrCy9H0uu8yiSrdPot2ktGWnKM30Rc+hDpvk5R1caTzNVPhOvHqcM8nNu+MtPUK6EstCmIfzgB1lRWAy86TRml1Q26DIeQmCjiVCUnK+WnJ+fcu9bb8NqbclQ65rd8RifQm85ONeFrCSb1JI3vGVYinZtBe2GWR2Iizcgxmi+JWKRA3EEjCbcbGoW8zNElclohBff12sQV/Q1OIcWwrP4kt0J1CmJYX9Rmzzpy95Btjpir2cvgMO9pTLENjvFAbniihWk0Vz3YhhO6VxBn6tywfZ0cyJ26ich5XJx1oFsw3q5IKYW7521GXV2P1arFaKwWa1pNi137txhb2+PsrBNnsjWjMsgarIIg7bBqP8+u6cIKcB6vmB+csJZUbI7mXJwcMC4qsAV7CiZMyNE56BIOFdY5nzhiVVJUZVIW8F4RGpaQr3hZLngeLHEOcfueMT+3ZcgBpahIS2Wlt4v0TCp2JoCcxDyPetct4v381FrcXgvunyaTzr346PkSigLCZHR+Tmw9dEjtjHK0QgwH26zWbNarVitVizrmrP1ivlmTVivYb6wBeQ84pX1esG48KCBwjmSpp4tKB24qXCh4IpiisNpjgzE3nf0Ql/Cv3RlLs6ifRhTY+Ts+IRms2Fv7xYh121MIVCNKnOlsE1p2agdAm7fa+dSdk8GJ77pCqsFmlKiDZnwpDZLQE7/7qIRmFVQbFP7zcXZViXvsBqVjh6UORaS0K7jWbQy95LvRyGe2gAQ8mXnqK0pIOccVVEgkmha0BiIqWW1XrBcnEK0ug+hzenZQAwt69WCemM9RZyCJGU8nlAW1dY97EPIHRjo8doBwc7qc6CkDcxPThkDu7Mpi8NDa8swFaaZY5GRRER8r7jI7QLqTWMYQ7IDoCWxqlc8ODlGSVSHN9i/eWhh4NWC9fEJlEV2WRM+WBNsJ6UlyMEg0ma/d53tO85Md38AUgw9JV+EXGMkW7KwzZXK0lHDrVJ8BuovKaDnKVdDWaSEWy3yYhBcZfUnVRQ2G5rYEuuGxckJZ4tzFvMly83KYIamybtFQa0RbYotZU4X73xrl4xkVGSqQA/QXRiJmunvMA6CDjI4xRl6TcKLy60tcudsZ8piWS9YLBYc3soJYuL7Kl8dGGiApr+IO+S/Sfeazg2VbThya1Vs3zckgVlOhrFG0S2Tsvvs7vP6OR9YN6qCx8KIl1PXIScwgZHMct3N0C34gd9sWIbR4VMw9mdTr2k2a6zfgtI0TcZtPA4lxkCMgqYVR8cPSEnZ3d3l8OC2ZR6jEHV7v6LiXZkzRI3l2Wq0exc86/M5Zyhnu7sc79+nGI/YH1VMnVmSzkvvcmkELQu0KvGTMcXOlCa1bEKDawoIJatN4OjsjARMJiNmOxOK3R2mhzeo79+DYLR/q1YGvnDWLiIXF/bDOX/c2h/MYVSr19rfN2B7JDxh7/wEoh5PkiuhLDRFdLkwdeod2gp1SrQhcHJ+xny55OzsjPPFom8UpNGAtHFScJ5WsFT2siA5T8r9Tr1zpBAoRRjjiU0wFDsDmV1B3iGabBWk8+f5XAY+JSauIIQGX1o4NMUWp44yV2smJL737e8gyXPj5l3u3H2F8c4u802NSgIy0zGzHZNGnC9yHc2sSAYn91aVad8eoSi2CqStw0XF0rsjwnK9zqHPrfvQLaYi18yES2i5KDF3cAes9kIy5dAGZbFaUTeWsKYiVOWY0dg+q21by1RVzR3HIkTr5k5qwfiLiIOyKpAEXpRN21D4El9UnJ2fcnx0ys7ODrdunnO4f4PZdIfxaEpVVTigbYKxJYHURFyhVGVhHl9M1GfnLJuGeyIsFnPOl+d8ni9xcPs2rcBYHIUTygTj0jN1niKMSOOKZjJiXhXEvhanp2nPOW8b1qdnrJoNy2bNywe73H3zp0nLOWf37rM5OkHaQFF4XBtp20ho276L3IXTPiU7QFT7miB99OQSE6tblR3o7iXXd+kYoLLFPD4BfPNqKAsB0EhI5m/HGFnVG5arFafn56zqDavVypD20ioxAX2p/v70FUjJCFEuKwBR7TkI1jA5bz3tFEMHPW2jAObXZ9MwZUM9P1/40jYFEe89s3FpQKNaluJ6ccqD++9TVSXt/i57+zPGhVWKLpyFF70nty30fcEVwzkNCtNcFbwjd+GsT4pdY6YRJ8V7seKvHTqPLa4QQr8YkyopRiRulUUMW6vA/nvAWJc+z1UMiTaq1TnN2aihNWXms+KpioJRMbJrcooQ0BgotEFzWvrp6WkuLeBJqbbs2mR4QYzR8ktECe3G2KvesV6dcz8ElvMzDg9vcbB/g8lkQlEUVtCohRSVsigQ5821SY7prKIqgBRZzE9Rp5ze/5AHu1N2pztM9/fRXIEriUCMFOJZOyEUBS0K9YQi7DAWi2rIcof1+TGkSKzg/HjOzfEUJgXjGzcJSVlvGsJqjXcRVShUmARzYVUshVzVEgudOrOkxVm+kGJV2bTL9E39zleG4XHXW5T9fcy2cXEhrynvqQsWx/NJVL8SykJRa3YTI5umYdM2LJZLFqsVm9aa1YSUDLUbFMHpUqg7QG44kY+bHrMkngwuqmrn2T92nNacZ8tHsLJ5jiBQJEersFrNOT87Ymd3xsHBATv7u3gKnK+2RXyy+Wz8B8lMaSsTmJ3YPMZt+PNxlkAfqx/wTzrXqa9FkV+fBmnSwnauzOrAFEVfKkpIOKIG2phoY6SNuaxgp9wGYV97rIhEfO4IGqOVz2s3DcTYU/ULZwwXL5IrhoFqzFMufXRnuZoTYkNMgfV6aRGT/Rv42Q6joiRKhyXlfrHO4XNqf5sCzSrinHB6NGJvd5f42obJbIeq8oydJyQlOkejwrQsWKvinODHI8Zhj6CeolVaX1AUE0RbYlDWm8D5fM1sNGZ8cIOgiWq+tOjdpjYOh7Y4Z93VWzvB2PZu2VoarovC6ROiHQNxcJFlPFgTScA/PzrFE+VqKAtV1nVN27aczs9ZbzYWPqvrPtX78oYZKgp4lIxy+fOH8qP6dg4GoOOAcISBlZJcrk4NYb3k9PiIqqqYzWZU4xH7BzepqpHF+DHOSMphP3NAtqeJSE4vF7kQGnvctXZ8h+RcXpD0vIdeaXaKRLcRFE1bOnpRWNKWc4A4YkgZXNa+dF/dWhRKs0sj7iJnxHcT1Ck5TYTYGtO1aejCgBeiAgNv3K6rw1fMmgPLVD1tT5nP50ynU5qmgRTYP9zBS1a0mBmPKik2uGxZpBBpm4bFySkPRx+yPDtjNNuhLEpGzhEcJIQiOSYu0bQtBTAZVVTiaERZtTXlZIpH0XptXJ71hvvHJxRFwefuHDJGmCzWBE0EVUskiwlfOOuHGpOF3rE1YhZvnqfMTu75LokLlP8LoNpgfWzxpmdYvM9RroSySKosc6Tj+OTECrDEaIvWtEQmGpF7XF5UAJf58sPw1FCepCSelW/fMez679fMT9BAUI9zJWiirZecnx1z9HBGWZaMc2UtKxu4BSQlm6eSrQ1xXVRCHhmTDpRA97gv3HsJLO2zUbv5TYmuC5nNd+ojGFslZM2N2mT4RAiBug2sa+tP0oZAl+7unFzAQbbDVJwobc6DscbH0YpdySAEzKOWT/dY1dzEajRGE4TQ0jQb2lDjC4vq3N25xXg87ecxBWvD6BuHp8B7y1KtfEFoW85PTzk9esh4Z4dpVVKNxkQxpV14Yewdq9YiGqOytBaXGqnXY8azGa4qqeeeZjln0zQ8PFtQlCNeevkOsrPH6OYhddsQamsCVcQc2k2DLOaBWOe17YHzrHL5QBQZrN1/UiyLlBLL1Ypldj0i2oOLqoo66Zuu9AXFJKexP2ajDym0T5PHxbiHpJnHgoDYYu78Sc2BGEi5sjUkAm29ZH56ROULbhzeYjLbwY3K3gIByyq1sZpvG4fX4jLmcklxDN0s8V1JPuOg9L1Dhtms3XuSvV5VtynzYpwWshtHcjRtos4VnurWLIuQK3AVxdbt6KwKS2CLqBrvwpRoIIaGmKulM5jHIc/DHnfj7EoBGIYRU2vKsPTQ2qyv1yvOxHG+OKUalVRVZe0ZUjLMK0b7OhW8qPWCTUqzWnN+dMzO7j6uGjHa90xHI7w4WhH2y4ImFARVWu+JTgixwk9HyHRGGSrDa5qW2Cba9YaH52tON4nZeESxf8iotYhdk8PNrNe4lBWrbOt6OM29cjGMahix8vLoqu24FsJF19rcmAxtfoSieF5RkiuhLGJKzJdL6s7tiJ1K0LwBcjTAXyQ1DXM7npUD/ywT1526j3s+P7rweQ4DBr0ohZhxralhszzjCLh5dIed2R43JrsGmDrLT7DWf1av0rk+BGLhQr10cmQZWgMpj3NIlEpiIOrlTNHObenaEQ4XaRcuDckURd22tG2kyaX6uvd3/VQ7y8IIU866gothD6KxD69aGBd6szufqJcLAV28N7kgcWypfEVRWCNlC9fWrDZwcvqQ0bhkyh6VL8GL5dVU1oiqAwxjsExmCZHz4xMmsxmuMCbtuCxxhUWyZl7YlAUBZeOEWgRXety0pNiZoXWD1C2+aZBkWMSqjtw7PefWjT3G4zGTG4ew2SChMZByUVokQwGs3KBTRaOl4efJ793pHyecMQxbfxJyJZRF2wbunRwDUE3G+GxWR1WCal9ApAtFRdXcZ1T7hTcMDYpI31RnKM/kaiTtwadOVMm9SI2x332shbvsjEj5RPUSKLwnaeDseM7x/Q9I0apZ37n9Em1s7H2+oqkDeG8nitWQs8StvNiLnOA1BBO3gGXaWg/eAQUiUCRPatPFDYthBF1lLee2VchDCMQQCMnqhCbxxKiEkHIZOoc4q4ZVVpV9ndBXxyoKR2ptscekpJx1G9vGQqgdvpLrq7pMf48h9PkTQ9dm6xYJKQULYaoSYscsbfjeB9/j/ukDDm4ccvPwNrPZjKIoqYqSJLFXNu2iNar4CD589wesN0sW81MEZVqVTKdToi9pvMONC3wJZ9EsqWLsmLgZKiXN2QL1nqKscMsaXy5oVgve/u77LD/T8Mrdm9y+cYe98YT5eMzy/ocG7G5qtK5zQ2uz3pLTvmt6V9Q45sPBObftXk+n0GNffFfRvheNyBZHe1ZL+uPKlVAWCLjShhJCuFAtSgZAn9L5vGw30WDCegKV6gWTbWglPA4EHZ6yQ/1yWXN3J0D3/fZZ2++MMeYcD6uhMK4K4sizmJ/w3nvf5/NfOOLg8G4OwTr8qKSJwTaRMyC3TSnToV33JVvUe1BbIsZo3dtV+2rYLmMernAQzG8edmu3nxDaaCHV7mQTq0rWpaZ474kl+JCvOUegyrLMwKZhJUWOgjjnWK1XOG/tCjolJSJIVaFhRZLUh4k7TGl4L4YRHBGzEMBYtGBkJ3udsK5XbOqaxWbN2XzOzv4e+3s3uFXdQhRGxQhxQmgCQSM+BUJsWa4WVGcjHnzwHtW4ZO/WHYrpFFdUzKqKNsJ63VJqpCAxGlckNyJowm02pLZFglKMR0ZQaxY8+PCIiYOZHPLyjQNGmig08vDDB+b65TT0trEetbPpDqOqYrVaWap7ShRFmRWFbksl0ikShwW2Qfx27XVr1RSx5EjVdl13GNbwEP24ciWUxfD870q7dUBf12lpSDx5UnDzMsj5LJbFM5txuU3UkF1nSikjGNn/7l0ksfi5Q4htw/z0IednR+zt7jOaVMTUWPk/lZ7S3oOYF8DDi7kklx/nJuPGI+msD7buyfb6thaYc5cUoNopZZ9zsTl113/24v+hpcOgNaJRzS8XzHna/F++P5eV+ePYpynaiVuHhjg/Y9nUzJdLFs2SoiqYTiZUVYV3BZPJhFE1NnymaZmfnTEaj5nt7TCeTnGVVezSFKliYMcD1RivkdMYWLaKjCrK3SmlgnOVtRyMkdB6Uoos5ivOp2MOJhXjyYzZ/k1OJhPDetoCKRJuVFncK1nkJUSrqXKxnsnFbNM0wECHEbgfR56HwrgSygIGQI5si/QOZThVz0ox+XEmqAOZHNjpN/jezjzuzJmu/F4a+OXO59OaIX27ZX52ytHDD7l18zazvV20iaTUYGHLAnEFIZqqtMrfRW+1DK/HS+5adXl+hhtNthmiQ7O+V3TpkuLBTmzx0IZo152sl4lz22SuzrKQ/Pl0n50y6SiE3HUsEGPqv0dtmvq+Kb1cUkxWSHgLoj42ygX5iBXaGFm3gbReUSzOOV8tGM3Glnk6HTGqJsyaGc57RrMpSQOh2XB2dsz0wZRqOuGg8oymY0ocUw/FaMqk8NYPZFHTNg3eC5P9HfAlyRXU0SqCh80SQmIxX3I2KjmtSl6+fYPpjVtUu/vmAraKeEflC1ChqWuIVgRZs/tFnqO+ty95DyAg5o4/y0oeWtaX18bzkCujLHpT+1lfz+O4D48+vvzcYyMgP+LkXkjHZguIigg46XkR1lQ3oSnRROHhww85OLzJzv4ezo0ZVc5qMqYIRbIEtpz74f0wQrP9vt66ujRfne+bMFdpWNDXxjJw09JF5RJzFkJUiyykZF3Po+TaG4Wn8IZRdMrCvtwYokLnIimhsQhKHxodTOXTQtfPMu/dh4mola/zCY2dSxapj9cUS4uSlGXJpDLW5/3dB/zJ0ZidnR3KsiQ2LWcnJ8i4oingp27ftuBTUrSpqQJUMbLvhZcO9mkSxOWG5WrDOrU0LhDHBVoWeKfUzYazxZrKn7K3s8NsPGHvzh1UlXUb0VooXEmpSp0xDGMWd93cXX8wQU4u69YQw3vVT9iF+ZKPSiB5TnJllEUnXZ2JbpL6zlxb6KKXx4U2fxKKotPWW5bddqNurY3u1Ow2aGfSJ0KwLuj3731AUY7Y3d3l9kuvsru3z2Zd08YAGDBHNuGdDpoli/SWzuVKWX0Id/DfiUO96921lBISdWsJXMJwbKMkRKyVQIx24omCd2ZNuLLAFYW5SPk7LX0LA0KTWRZN0xBCyhTwEhHfE+q6okJPgv470M8gjUdN7oE9Z2CqGBZTFIWB4M662IVgXdBiVlrz83MmOzNu3rzJ3Vu32T28gVQePS5gVPLqemW1O11J5TwZHiElx1nb4NTTOGE0G4Hu4EqHes/m/ASNAkSamDg+XfD+7IS7Nw+5+ZnXUFVrQBVPadsAOQcmpJg5Kx5roaiQWzx0OESP6eTwuuGeLkei03BCHlm7T3JbP65cGWXxJD7B9udj3nTBn3v6hFwG04Y/f9QxwsVu793PbjNc3rx5v3Ny+hDFsbu/z3Rnh4ODA0J0hLolpgBS9DiAlWPbWhZpMOZHiUwX/8OjoC4DBuc2DVr68Tlnrk1KhZW+U0cJ4Lxt+mLbKOmCJ6GmhCyyEg08zaUASl/hnLOmxFk6TKpTglz+rMdc49bxzDR1jYhm7kIu9gNKSIEYIjEjtYHWwqe65q1v/hF7Nw44vvsSn3ntVW6Fl6lRdFQRNivGRcGkqEhFwaS06uAJeHcxzwmziem4subPk4n1eD2ZkjYbCh0RY2TZ1Nx/eIoTz8uvv8R+aFisDNhs4tI6sI1GtKnNyYO5qFHMjbB1m6E8XGuda9nhUTxmZrpkswv3nMcD+j+uXBllAZcuMD/XTcCP0hX68oK+rGEfiXDw0QqnN9dFBib29j3dSad9hEKzzym4UmjbGpJydHKP3/mdOfPlKW88/JAv/YmvMJ1WHC8aUGU8mqGupGmaTLraRgjMDfEkiYg6kgTjazxtHvJ4OwXRbe4h+Km5GbK47vo7pZrrdXaKJ5coVL24oduWXJA4WmMdFUajMdPKyuDFxgPBmiZ1ClAMznPu8QqjB5P7Bi8dEJgovUUP2phoMtNXgcIZvborMqQxMZmMKV1BInH04D4nDx/w7e+8DaOKamfGa5//KRzwpS+8yU+//gaT6Q4plVY13hc0+7ucJViSWKTE8WbDsg6kgwk7n3uZ43c/sGtuYOKm3Ds6Z72OvHy4y+7eAW988U12pzOO3n+X9dkZ67amlIl1oldFczNrklA6smUluZaF9O7IxbU9LKdnlpo4tZR9fjKKAq6KshC5sPGGeuFpl3qZ0TaUy0rgsjXxpElsU+gBtm6D9jdGLfpArpw9VGhKzlAdAFQey6Moy5I2rKhGjtm0YrVZ8r133qYsPTdu3uTll19lU9fcODwgSUldt9sQWi4Cq/l06UFe53EpWm4KavkLiLkgqj0o5nNTZ59bDygg3vVuVYeDCAXExLgcbRvjQL9JzQ3UPtO3KAoEYbFurXQfENsWDQnvC9R5ivEU50us6bKjcnl+1JFyZzRNXXXxS6HUbIJ0afdd9znvPKqh548UflDMvV/DIQAADtdJREFUx2VlpF1BGLG2lkXBbHePsrIq6+v1mvrsFE4rNEZ+6zd+A11vGDnh5q07zPb3mMxmeEnspgZXVszGU9JyyWJUMN4ds0wN7E1gOqLd1IxcSbtq8dUUTY73P3jAqy/d5PbBPs3yHJoDTlLNZg5FVdA2gRQF8QXk1o0hBruvrrQ1lGIuyZhtTKUH122u8qGkiqrgpKP8d3NpWPAF4OhjyNVQFlk+jhb8UV2Ky9/3WB/50nMdeWYojzP9kmCbFmOZNk1jHbW8QzNp6fz8mB98/x0Ob9wmRWXn5muoJqK2CNZX1UthinTg59ujbaRAvMdla6ZIELA6Hl0F6eF4u83Y8SkuT7dkuvhFNyMrFGdp0EPl2xfCCeFiqNQ5fFniqhLNW9myMa3Qzjb/5SMsOrUCc9u+r5L/bS/LZ2+my+j1g8+LDBivwaweAtZOcjIlCaxOz/it3/xN3vvhD/nG7/0+X/jSm3zlZ36GL3zhCxweHvLarQM+3LTcW1rLQicwKoXd/RlNcuzdOiBIgZuvcckxKiokKQ9OF0wnJbOyYLq3i0u3cESaxRmL+RrBEdpk1esTVqsEA7gl1zWRXLejU9w+K1jItc2EbeaqwNCevhD+/vEjrhfkyiiL52kuPe7zngSCPu11l2XoCnVg5zAuLvaB1sNhsLF8gmpU0rStLQ5VUtNyenLM22/9MU2r/MKrX2Dd1HbaqKOQAlUrQad4NJOTyCes1Upw2Ze1fp4dQcUO+q1iU9W+jKDVOe2sjE6h5M1YJOsW2EVyBuByBzxLVkSk1NceaUMgqIX4YnZxjN1ZGNkru3BRLVJjzcaUix7IZc2lGEYxCPX2z0sfETB+i7132IcV7FqrzDpd52JAhXNU5ZiyNELcarWgaRrWyxUPP7zH9975Dn/8zT/k9ddf53NvvMGrX/1TtLNdinHJzckEEWWEMKng4fmG0d4uQQtWCptNTdsGRs6hTc3xYsXOZMzdvSm7B4e4tuWB/yFlGSg9BCyHhmSh6lIhOpcLzSsF4KzwGQHp23tqvm5HxptELFA/uN8q2x44z2trXRll8XHl8qZ/FuXzrNGUj5JhrYFHuQGWN1I4x6atwZmZLiKkpuHd77/DaDSm3SwgFUgU2gCj8cTa3zlTPWCLRpA+CtMn1+UFlLLLgWzBzg4YvWxhAD27s1cWYhuuY3fGvBG3J9RFALLDboa0cuecYS3O0YSwTTZT60NrFcutXaQOxmOfbZXMt/N3EfQ29wpKt3UPkwBd/4++xupWWXRp/PVq0ysxI9lGUhtAlVFZkpqG9999lx9+97v89v/zm+wcHPAnvvJl/vlVzcFnP8vs7m3Y32c0qiinU/bHY2S2IkhBS8FYHGdJmR+fMG+MPn+8WuGOoRp5DqsRO3fuUO3u0iRwAVyqjfIvVueDxhpGB+mwmox7da6idtwdjNepEbDcom007qL8OBb3k+TKK4unRjie8XVDubyZh+99HJ7xJEXSkXI7CyMf6tsNaG+2G6xKagMj7zIl23psNG1LauHhvQ/58L13uXv3NUbjMYtlDbHFFZW5Mt5Of1s/9vkhb5CYtg2ZM3ZJTiS1/7l+ZY/v6Baw7M3WTmeI5bi0MWZ3YUgacn1EJYWLyiLkFHEra+gpSwMgO5BWvEMDfU8RxcLCkLKb0JnSShcvcTl9H92CxoawbutVdsqwszp6xQR9Alx3D0elJcEVTtAYaNtEiAGfYLOcWxUu52BcEVVp10ve/uNvcv/X/lsOPvMKNz/7Kp/54hc5fP11bn7uc9x85RUOq4o6wSomCqbWIHs25ujhMa0LnGuiXSwZL8YUNw+5feMmo8ND6ijQtKSkFHWDaKJIioaWJrVZidq1irqcaS39/RKs3mdXUMfcxC0ng95a3ILxz0OutLL4KAXwNE7F4/gTj1MUT/q8H0cjdy7JhWiLGY2kEPrSfE5g5B2FOJYpsDw74YfvfJsbuwfs7OwgE6FVCCgB27iComqFgo18lUFVyAl3qXeTuqsYhjW3F5l6V2Z4nUmVJJZ52hW/GYZYu9d2WEWXhNZxK/pcBG94hYjL7MfcLCqamRy1S8gbKGEjkeRftHetGCizfuMTB8pRe8ZnHugjka7OnSq9t+TDbAEZAC2oz/kzCqFuSIIlnzlHu1rzwTvv8P677zL5ztu8/IMfcvDaq9x45VVef/NLvPmzP8/NgwPWsx2OT84oqgqtStYucVIvaUPNvGng+JRiPKbamVHduoNvE2G+pN3UxKqgEMVFJbY1EsGnZIV5nJBStsLillTXjVfEY+UBHl3r24jWs/dG/Sj5SGUhIq8Bfwe4i93RX1XV/0JEfgX4t4AH+aV/VVX/j/yevwL8RSyq9++q6v/51O/g6ZGNJ8nTLIGnWRCXXzv8+1Mxi8HjyyHdLb9BMiuve4/ayZHTrJu6xpclk/GMyheoCIvzE77+u7/FyfExX/mZr/KVL/9J1Fec1QGNSh0bCl9ZdmmuzxljAGeUcMQjMRLVmIEu5hh+H+K0SuAW1Ug5U5a+vYC1g0wEl2g1n2M+l/jLkRiXg56dkthsNtSbDav1mjrUFC7hvfRAozhvG7Isib5CC48LxlZ0zkNWmn1Ilw4gzfMpKSuMnChnSB+dvX3Zsuvvud2E3v3oLIyU65n6Du9JkrvF5yhPHkMKkVa2+TBFsyau12w2a956911kPELGE1I55p/+Z/853vzqV3nzZ/8UL332c/jdXU7rNdM7+9x7+Tbz03PmR0e8/eA+Jw+P+EHT8NMv3eXg5i1O33+f1kMo7d6FNtBoSxkTLkZreSlCTA5itPvWgcP5uj0OJx5f0ke/HuFn+I6H8vHlWSyLAPyHqvq7IrIL/I6I/IP8t/9cVf/T4YtF5MvAnwe+AnwG+Ici8kXtEbqny0fxHZ5Vnvb+IVLc/T78+eQP3f59SxPqvi//7HyA7ruwm6siJFFcacu8bVtrQoTgK89qveTe/Q8Zf/dt7ty+y3j3AHUlVTWhXte5uE0O2XqPyw14u15g1kDH0fXWbJs2ux8yCJ3ZidP7+1zMZLWMX98rE0sp7xoxQ2gTTRN6iyIESxsvnLPO6N7wCu89ISeUiQhVVRG1gCj9c945A3C7kGkuSNv73tL5IIN7OXCXep7IIArTr51Oaci29GCH93ZZtvh8rzDlkfK82rgSMSqJRCk567OtGbkC2kjSmrRqeOtrv8vx0QlHx6d87itf4dbrb7D70h3u3L7FvI1IUbK3t8fReExaLjiLiZUUjEuY3bmFL4Tm6IRwfk57eo6WBVHaXBSJPoTdAcewzRlRbD0ZwOn6uenwK/LrrNX188EtPlJZqOoHwAf58VxE/gh45Slv+SXg76pqDbwjIt8G/jTw/z6H8X76RLZRia6SFZjboBGapiUmR9xsODo6YjTZ4cHD++wjTPdvdaENoEP+u18GdQ+eE9r9xEv4CIurj+l3CtjJtiv9BWRpGDt61i/X53qBl7895sjBMLqyVT62YR1AEpxEXFJSiqQobL73Dj9cLpi3gdN6wxfF8fn9XfZ2dyiqkokvGO0VkCKb0xHSrFnFlv3dXarxiInz1OJZizBvWppTRwoGimt2NYZubRpcgwx+flIiP4pvLiKvA78B/FPAfwD8G8A58DXM+jgRkf8K+Eeq+t/n9/wa8PdU9X++9Fl/CfhL+dc3gSPg4ce4lk9SbvHpGSt8usb7aRorfLrG+6aq7v64b35mgFNEdoD/Bfj3VfVcRP4m8Nexc/OvA38D+Def9fNU9VeBXx18/tdU9eef9f0vUj5NY4VP13g/TWOFT9d4ReRrH+f9z1QaQkRKTFH8D6r6vwKo6j1VjWqVWv8bzNUAeA94bfD2V/Nz13It1/Iplo9UFmKo0a8Bf6Sq/9ng+ZcHL/tXgG/kx78O/HkRGYnIG8AXgN96fkO+lmu5lhchz+KG/DPAvwb8gYh8PT/3V4F/VUR+FnNDvgf82wCq+oci8j8B38QiKX/5GSMhv/rRL7ky8mkaK3y6xvtpGit8usb7scb6IwGc13It1/JPrjyfjqnXci3X8v97eeHKQkT+JRF5S0S+LSK//KLH8zgRke+JyB+IyNc7RFlEDkXkH4jI2/nnjRc0tr8lIvdF5BuD5x47NjH5L/Nc/76I/NwVGe+viMh7eX6/LiK/OPjbX8njfUtE/sVPeKyvicj/LSLfFJE/FJF/Lz9/5eb3KWN9fnM7JKF80v+xfKzvAD8FVMDvAV9+kWN6wji/B9y69Nx/AvxyfvzLwH/8gsb2Z4GfA77xUWMDfhH4exiX5xeAf3xFxvsrwH/0mNd+Oa+JEfBGXiv+Exzry8DP5ce7wLfymK7c/D5lrM9tbl+0ZfGngW+r6ndVtQH+LsYA/TTILwF/Oz/+28C//CIGoaq/ARxfevpJY/sl4O+oyT8CDi5FtX7i8oTxPkl6NrCqvgN0bOBPRFT1A1X93fx4DnTs5Ss3v08Z65PkR57bF60sXgF+OPj9XZ5+gS9KFPj7IvI7mXkKcFeNCg/wIZZod1XkSWO7yvP972TT/W8NXLorM97MXv4q8I+54vN7aazwnOb2RSuLT4v8GVX9OeDPAX9ZRP7s8I9qdt2VDCtd5bEN5G8Cnwd+FstD+hsvdjgX5TJ7efi3qza/jxnrc5vbF60sPhVsT1V9L/+8D/xvmLl2rzMx88/7L26Ej8iTxnYl51uvMBv4cexlruj8/qSZ1i9aWfw28AUReUNEKiy1/ddf8JguiIjMxFLzEZEZ8C9gbNVfB/5CftlfAP73FzPCx8qTxvbrwL+eUftfAM4G5vQLk6vKBn4Se5krOL+fCNP6k0Jrn4Li/iKG3H4H+GsvejyPGd9PYajx7wF/2I0RuAn8X8DbwD8EDl/Q+P5HzLxsMb/zLz5pbBhK/1/nuf4D4OevyHj/uzye38+L+OXB6/9aHu9bwJ/7hMf6ZzAX4/eBr+f/v3gV5/cpY31uc3vN4LyWa7mWZ5IX7YZcy7Vcy6dErpXFtVzLtTyTXCuLa7mWa3kmuVYW13It1/JMcq0sruVaruWZ5FpZXMu1XMszybWyuJZruZZnkmtlcS3Xci3PJP8f6z9NJ6ylCl4AAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#fp_im = np.random.choice(fp_ims)\n",
+    "im = cv.imread(fp_im)\n",
+    "im_gray = cv.cvtColor(im, cv.COLOR_BGR2GRAY)\n",
+    "plt.imshow(im)\n",
+    "print(fp_im)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 179,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Found 1 face(s)\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Draw high-confidence faces\n",
+    "faces_dlib = detect_faces_dlib(im,pyramids=0)\n",
+    "roi = faces_dlib[0] #biggest face\n",
+    "# Convert back to dlib.rectangle for predictor\n",
+    "roi_dlib = dlib.rectangle(face[0],face[1],face[2],face[3])\n",
+    "landmarks = [[p.x, p.y] for p in predictor(im_gray, roi_dlib).parts()]\n",
+    "print(\"Found {} face(s)\".format(len(faces_dlib)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 180,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "pitch: 20.29284332075661, roll: -9.16581433440141, yaw: -9.805327593352322\n"
+     ]
+    }
+   ],
+   "source": [
+    "pts_im, pts_model, degrees, pt_nose = compute_pose(im, landmarks)\n",
+    "print('pitch: {pitch}, roll: {roll}, yaw: {yaw}'.format(**degrees))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 181,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "yaw: -9.81\n",
+      "roll: -9.17\n",
+      "pitch: 20.29\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7fc4b01242e8>"
+      ]
+     },
+     "execution_count": 181,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "dst = im.copy()\n",
+    "\n",
+    "for face in faces_dlib:\n",
+    "    x1,y1,x2,y2 = face\n",
+    "    cv.rectangle(dst,(x1,y1),(x2,y2),(0,255,0), 2)\n",
+    "\n",
+    "for lm in landmarks:\n",
+    "    cv.circle(dst,(lm[0],lm[1]), 2, (0,255,0), -1)\n",
+    "    \n",
+    "draw_pose(dst, pts_im, pts_model, pt_nose)\n",
+    "draw_degrees(dst, degrees)\n",
+    "\n",
+    "plt.imshow(dst)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:vframe]",
+   "language": "python",
+   "name": "conda-env-vframe-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.5.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
-- 
cgit v1.2.3-70-g09d2


From bd51b3cdf474c93b1d7c667d9e5a33159c97640a Mon Sep 17 00:00:00 2001
From: adamhrv <adam@ahprojects.com>
Date: Thu, 13 Dec 2018 14:39:07 +0100
Subject: add pose, indexing

---
 megapixels/app/models/bbox.py                  |  21 ++--
 megapixels/app/processors/face_detector.py     | 101 +++++++++++++---
 megapixels/app/processors/face_landmarks.py    |  60 ++++++++++
 megapixels/app/processors/face_pose.py         | 110 +++++++++++++++++
 megapixels/app/processors/face_recognition.py  |  43 +++++++
 megapixels/app/settings/app_cfg.py             |  17 ++-
 megapixels/app/settings/types.py               |   2 +-
 megapixels/commands/cv/csv_to_faces_mt.py      | 105 +++++++++++++++++
 megapixels/commands/cv/embeddings.py           | 100 ++++++++++++++++
 megapixels/commands/cv/face_pose_to_csv.py     | 105 +++++++++++++++++
 megapixels/commands/cv/faces_to_csv.py         |   6 +-
 megapixels/commands/cv/faces_to_csv_indexed.py | 156 +++++++++++++++++++++++++
 megapixels/commands/cv/resize.py               |  77 +++++++-----
 megapixels/commands/datasets/add_uuid.py       |  44 +++++++
 megapixels/commands/datasets/feret.py          | 139 ++++++++++++++++++++++
 megapixels/commands/datasets/s3.py             |  47 ++++++++
 megapixels/commands/datasets/symlink.py        |  45 +++++++
 megapixels/commands/datasets/vecs_to_id.py     |  50 ++++++++
 megapixels/commands/datasets/vecs_to_uuid.py   |  56 +++++++++
 19 files changed, 1223 insertions(+), 61 deletions(-)
 create mode 100644 megapixels/app/processors/face_landmarks.py
 create mode 100644 megapixels/app/processors/face_pose.py
 create mode 100644 megapixels/app/processors/face_recognition.py
 create mode 100644 megapixels/commands/cv/csv_to_faces_mt.py
 create mode 100644 megapixels/commands/cv/embeddings.py
 create mode 100644 megapixels/commands/cv/face_pose_to_csv.py
 create mode 100644 megapixels/commands/cv/faces_to_csv_indexed.py
 create mode 100644 megapixels/commands/datasets/add_uuid.py
 create mode 100644 megapixels/commands/datasets/feret.py
 create mode 100644 megapixels/commands/datasets/s3.py
 create mode 100644 megapixels/commands/datasets/symlink.py
 create mode 100644 megapixels/commands/datasets/vecs_to_id.py
 create mode 100644 megapixels/commands/datasets/vecs_to_uuid.py

diff --git a/megapixels/app/models/bbox.py b/megapixels/app/models/bbox.py
index ccdf229e..e6da960e 100644
--- a/megapixels/app/models/bbox.py
+++ b/megapixels/app/models/bbox.py
@@ -45,8 +45,12 @@ class BBox:
     self._tl = (x1, y1)
     self._br = (x2, y2)
     self._rect = (self._x1, self._y1, self._x2, self._y2)
+    self._area = self._width * self._height  # as percentage
 
-
+  @property
+  def area(self):
+    return self._area
+  
   @property
   def pt_tl(self):
     return self._tl
@@ -178,23 +182,23 @@ class BBox:
   # -----------------------------------------------------------------
   # Format as
 
-  def as_xyxy(self):
+  def to_xyxy(self):
     """Converts BBox back to x1, y1, x2, y2 rect"""
     return (self._x1, self._y1, self._x2, self._y2)
 
-  def as_xywh(self):
+  def to_xywh(self):
     """Converts BBox back to haar type"""
     return (self._x1, self._y1, self._width, self._height)
 
-  def as_trbl(self):
+  def to_trbl(self):
     """Converts BBox to CSS (top, right, bottom, left)""" 
     return (self._y1, self._x2, self._y2, self._x1)
 
-  def as_dlib(self):
+  def to_dlib(self):
     """Converts BBox to dlib rect type"""
-    return dlib.rectangle(self._x1, self._y1, self._x2, self._y2)
+    return dlib_rectangle(self._x1, self._y1, self._x2, self._y2)
 
-  def as_yolo(self):
+  def to_yolo(self):
     """Converts BBox to normalized center x, center y, w, h"""
     return (self._cx, self._cy, self._width, self._height)
 
@@ -256,8 +260,7 @@ class BBox:
     """ 
     rect = (rect.left(), rect.top(), rect.right(), rect.bottom())
     rect = cls.normalize(cls, rect, dim)
-    return cls(*rect)
-
+    return cls(*rect) 
 
   def str(self):
     """Return BBox as a string "x1, y1, x2, y2" """
diff --git a/megapixels/app/processors/face_detector.py b/megapixels/app/processors/face_detector.py
index 747e057b..593e9feb 100644
--- a/megapixels/app/processors/face_detector.py
+++ b/megapixels/app/processors/face_detector.py
@@ -4,12 +4,51 @@ from pathlib import Path
 
 import cv2 as cv
 import numpy as np
-import dlib
-# import imutils
+import imutils
+import operator
 
 from app.utils import im_utils, logger_utils
 from app.models.bbox import BBox
 from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+class DetectorMTCNN:
+  
+  # https://github.com/ipazc/mtcnn
+  # pip install mtcnn
+
+  dnn_size = (300, 300)
+
+  def __init__(self, size=(400,400)):
+    from mtcnn.mtcnn import MTCNN
+    self.detector = MTCNN()
+
+  def detect(self, im, opt_size=(400,400), opt_conf_thresh=None, opt_pyramids=None, opt_largest=False):
+    '''Detects face using MTCNN and returns (list) of BBox
+    :param im: (numpy.ndarray) image
+    :returns list of BBox
+    '''
+    bboxes = []
+    #conf_thresh = self.conf_thresh if opt_conf_thresh is None else opt_conf_thresh
+    #pyramids = self.pyramids if opt_pyramids is None else opt_pyramids
+    dnn_size = self.dnn_size if opt_size is None else opt_size
+
+    im = im_utils.resize(im, width=dnn_size[0], height=dnn_size[1])
+    dim = im.shape[:2][::-1]
+    dets = self.detector.detect_faces(im)
+    for det in dets:
+      rect = det['box']
+      #keypoints = det['keypoints']  # not using here. see 'face_landmarks.py'
+      bbox = BBox.from_xywh_dim(*rect, dim)
+      bboxes.append(bbox)
+
+    if opt_largest and len(bboxes) > 1:
+      # only keep largest
+      bboxes.sort(key=operator.attrgetter('area'), reverse=True)
+      bboxes = [bboxes[0]]
+
+    return bboxes
 
 
 class DetectorHaar:
@@ -21,16 +60,18 @@ class DetectorHaar:
     self.log = logger_utils.Logger.getLogger()
 
   def detect(self, im, scale_factor=1.05, overlaps=5):
-    return
+    pass
     
 
 class DetectorDLIBCNN:
+  
 
   dnn_size = (300, 300)
   pyramids = 0
   conf_thresh = 0.85
 
   def __init__(self, opt_gpu=0):
+    import dlib
     self.log = logger_utils.Logger.getLogger()
     cuda_visible_devices = os.getenv('CUDA_VISIBLE_DEVICES', '')
     os.environ['CUDA_VISIBLE_DEVICES'] = str(opt_gpu)
@@ -38,8 +79,8 @@ class DetectorDLIBCNN:
     self.detector = dlib.cnn_face_detection_model_v1(cfg.DIR_MODELS_DLIB_CNN)
     os.environ['CUDA_VISIBLE_DEVICES'] = cuda_visible_devices  # reset
 
-  def detect(self, im, opt_size=None, opt_conf_thresh=None, opt_pyramids=None):
-    rois = []
+  def detect(self, im, opt_size=None, opt_conf_thresh=None, opt_pyramids=None, opt_largest=False):
+    bboxes = []
     conf_thresh = self.conf_thresh if opt_conf_thresh is None else opt_conf_thresh
     pyramids = self.pyramids if opt_pyramids is None else opt_pyramids
     dnn_size = self.dnn_size if opt_size is None else opt_size
@@ -48,24 +89,34 @@ class DetectorDLIBCNN:
     dim = im.shape[:2][::-1]
     im = im_utils.bgr2rgb(im)  # convert to RGB for dlib
     # run detector
-    mmod_rects = self.detector(im, 1)
+    mmod_rects = self.detector(im, opt_pyramids)
     # sort results
     for mmod_rect in mmod_rects:
+      self.log.debug('conf: {}, this: {}'.format(conf_thresh, mmod_rect.confidence))
       if mmod_rect.confidence > conf_thresh:
         bbox = BBox.from_dlib_dim(mmod_rect.rect, dim)
-        rois.append(bbox)
-    return rois
+        bboxes.append(bbox)
+
+    if opt_largest and len(bboxes) > 1:
+      # only keep largest
+      bboxes.sort(key=operator.attrgetter('area'), reverse=True)
+      bboxes = [bboxes[0]]
+
+    return bboxes
 
 
 class DetectorDLIBHOG:
 
   size = (320, 240)
   pyramids = 0
+  conf_thresh = 0.85
 
   def __init__(self):
+    import dlib
+    self.log = logger_utils.Logger.getLogger()
     self.detector = dlib.get_frontal_face_detector()
 
-  def detect(self, im, opt_size=None, opt_conf_thresh=None, opt_pyramids=0):
+  def detect(self, im, opt_size=None, opt_conf_thresh=None, opt_pyramids=0, opt_largest=False):
     conf_thresh = self.conf_thresh if opt_conf_thresh is None else opt_conf_thresh
     dnn_size = self.size if opt_size is None else opt_size
     pyramids = self.pyramids if opt_pyramids is None else opt_pyramids
@@ -75,13 +126,20 @@ class DetectorDLIBHOG:
     im = im_utils.bgr2rgb(im)  # ?
     hog_results = self.detector.run(im, pyramids)
     
-    rois = []
+    bboxes = []
     if len(hog_results[0]) > 0:
+      self.log.debug(hog_results)
       for rect, score, direction in zip(*hog_results):
-        if score > opt_conf_thresh:
+        if score > conf_thresh:
           bbox = BBox.from_dlib_dim(rect, dim)
-          rois.append(bbox)
-    return rois
+          bboxes.append(bbox)
+    
+    if opt_largest and len(bboxes) > 1:
+      # only keep largest
+      bboxes.sort(key=operator.attrgetter('area'), reverse=True)
+      bboxes = [bboxes[0]]
+
+    return bboxes
 
 class DetectorCVDNN:
 
@@ -92,13 +150,14 @@ class DetectorCVDNN:
   conf_thresh = 0.85
   
   def __init__(self):
+    import dlib
     fp_prototxt = join(cfg.DIR_MODELS_CAFFE, 'face_detect', 'opencv_face_detector.prototxt')
     fp_model = join(cfg.DIR_MODELS_CAFFE, 'face_detect', 'opencv_face_detector.caffemodel')
     self.net = cv.dnn.readNet(fp_prototxt, fp_model)
     self.net.setPreferableBackend(cv.dnn.DNN_BACKEND_OPENCV)
     self.net.setPreferableTarget(cv.dnn.DNN_TARGET_CPU)
 
-  def detect(self, im, opt_size=None, opt_conf_thresh=None):
+  def detect(self, im, opt_size=None, opt_conf_thresh=None, opt_largest=False, opt_pyramids=None):
     """Detects faces and returns (list) of (BBox)"""
     conf_thresh = self.conf_thresh if opt_conf_thresh is None else opt_conf_thresh
     dnn_size = self.size if opt_size is None else opt_size
@@ -107,10 +166,16 @@ class DetectorCVDNN:
     self.net.setInput(blob)
     net_outputs = self.net.forward()
 
-    rois = []
+    bboxes = []
     for i in range(0, net_outputs.shape[2]):
       conf = net_outputs[0, 0, i, 2]
-      if conf > opt_conf_thresh:
+      if conf > conf_thresh:
         rect_norm = net_outputs[0, 0, i, 3:7]
-        rois.append(BBox(*rect_norm))
-    return rois
\ No newline at end of file
+        bboxes.append(BBox(*rect_norm))
+    
+    if opt_largest and len(bboxes) > 1:
+      # only keep largest
+      bboxes.sort(key=operator.attrgetter('area'), reverse=True)
+      bboxes = [bboxes[0]]
+
+    return bboxes
\ No newline at end of file
diff --git a/megapixels/app/processors/face_landmarks.py b/megapixels/app/processors/face_landmarks.py
new file mode 100644
index 00000000..dfcb9ee8
--- /dev/null
+++ b/megapixels/app/processors/face_landmarks.py
@@ -0,0 +1,60 @@
+import os
+from os.path import join
+from pathlib import Path
+
+import cv2 as cv
+import numpy as np
+import imutils
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+from app.models.bbox import BBox
+
+class LandmarksDLIB:
+
+  def __init__(self):
+    # init dlib
+    import dlib
+    self.log = logger_utils.Logger.getLogger()
+    self.predictor = dlib.shape_predictor(cfg.DIR_MODELS_DLIB_68PT)
+
+  def landmarks(self, im, bbox):
+    # Draw high-confidence faces
+    dim = im.shape[:2][::-1]
+    bbox = bbox.to_dlib()
+    im_gray = cv.cvtColor(im, cv.COLOR_BGR2GRAY)
+    landmarks = [[p.x, p.y] for p in self.predictor(im_gray, bbox).parts()]
+    return landmarks
+
+
+class LandmarksMTCNN:
+  
+  # https://github.com/ipazc/mtcnn
+  # pip install mtcnn
+
+  dnn_size = (400, 400)
+
+  def __init__(self, size=(400,400)):
+    from mtcnn.mtcnn import MTCNN
+    self.detector = MTCNN()
+
+  def detect(self, im, opt_size=None, opt_conf_thresh=None, opt_pyramids=None):
+    '''Detects face using MTCNN and returns (list) of BBox
+    :param im: (numpy.ndarray) image
+    :returns list of BBox
+    '''
+    rois = []
+    dnn_size = self.dnn_size if opt_size is None else opt_size
+    im = im_utils.resize(im, width=dnn_size[0], height=dnn_size[1])
+    dim = im.shape[:2][::-1]
+    
+    # run MTCNN
+    dets = self.detector.detect_faces(im)
+
+    for det in dets:
+      rect = det['box']
+      keypoints = det['keypoints']  # not using here. see 'face_landmarks.py'
+      bbox = BBox.from_xywh_dim(*rect, dim)
+      rois.append(bbox)
+    return rois
\ No newline at end of file
diff --git a/megapixels/app/processors/face_pose.py b/megapixels/app/processors/face_pose.py
new file mode 100644
index 00000000..67ac685d
--- /dev/null
+++ b/megapixels/app/processors/face_pose.py
@@ -0,0 +1,110 @@
+import os
+from os.path import join
+from pathlib import Path
+import math
+
+import cv2 as cv
+import numpy as np
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+
+
+
+class FacePoseDLIB:
+
+
+  dnn_size = (400, 400)
+
+  def __init__(self):
+    pass
+
+  def pose(self, landmarks, dim): 
+    '''Calculates pose
+    '''
+    degrees = compute_pose_degrees(landmarks, dim)    
+    return degrees
+
+
+# -----------------------------------------------------------
+# utilities
+# -----------------------------------------------------------
+
+def compute_pose_degrees(landmarks, dim):
+  # computes pose using 6 / 68 points from dlib face landmarks
+  # based on learnopencv.com and 
+  # https://github.com/jerryhouuu/Face-Yaw-Roll-Pitch-from-Pose-Estimation-using-OpenCV/
+  # NB: not as accurate as MTCNN, see @jerryhouuu for ideas
+  
+  pose_points_idx = (30, 8, 36, 45, 48, 54)
+  axis = np.float32([[500,0,0], [0,500,0], [0,0,500]])
+  
+  # 3D model points.
+  model_points = np.array([
+      (0.0, 0.0, 0.0),             # Nose tip
+      (0.0, -330.0, -65.0),        # Chin
+      (-225.0, 170.0, -135.0),     # Left eye left corner
+      (225.0, 170.0, -135.0),      # Right eye right corne
+      (-150.0, -150.0, -125.0),    # Left Mouth corner
+      (150.0, -150.0, -125.0)      # Right mouth corner
+  ])
+  
+  # Assuming no lens distortion
+  dist_coeffs = np.zeros((4,1))
+
+  # find 6 pose points
+  pose_points = []
+  for j, idx in enumerate(pose_points_idx):
+    pt = landmarks[idx]
+    pose_points.append((pt[0], pt[1]))
+  pose_points = np.array(pose_points, dtype='double')  # convert to double
+  
+  # create camera matrix
+  focal_length = dim[0]
+  center = (dim[0]/2, dim[1]/2)
+  cam_mat = np.array(
+      [[focal_length, 0, center[0]],
+      [0, focal_length, center[1]],
+      [0, 1, 1]], dtype = "double")
+  
+  # solve PnP for rotation and translation
+  (success, rot_vec, tran_vec) = cv.solvePnP(model_points, pose_points, 
+                                             cam_mat, dist_coeffs, 
+                                             flags=cv.SOLVEPNP_ITERATIVE)
+
+  # project points
+  #pts_im, jac = cv.projectPoints(axis, rot_vec, tran_vec, cam_mat, dist_coeffs)
+  #pts_model, jac2 = cv.projectPoints(model_points, rot_vec, tran_vec, cam_mat, dist_coeffs)
+  rvec_matrix = cv.Rodrigues(rot_vec)[0]
+  
+  # convert to degrees
+  proj_matrix = np.hstack((rvec_matrix, tran_vec))
+  eulerAngles = cv.decomposeProjectionMatrix(proj_matrix)[6] 
+  pitch, yaw, roll = [math.radians(x) for x in eulerAngles]
+  pitch = math.degrees(math.asin(math.sin(pitch)))
+  roll = -math.degrees(math.asin(math.sin(roll)))
+  yaw = math.degrees(math.asin(math.sin(yaw)))
+  degrees = {'pitch': pitch, 'roll': roll, 'yaw': yaw}
+  
+  # add nose point
+  #pt_nose = tuple(landmarks[pose_points_idx[0]])
+  return degrees
+  #return pts_im, pts_model, degrees, pt_nose
+
+
+def draw_pose(im, pts_im, pts_model, pt_nose):
+  cv.line(im, pt_nose, tuple(pts_im[1].ravel()), (0,255,0), 3) #GREEN
+  cv.line(im, pt_nose, tuple(pts_im[0].ravel()), (255,0,), 3) #BLUE
+  cv.line(im, pt_nose, tuple(pts_im[2].ravel()), (0,0,255), 3) #RED
+  return im
+
+
+def draw_degrees(im, degrees, color=(0,255,0)):
+  for i, item in enumerate(degrees.items()):
+    k, v = item
+    t = '{}: {:.2f}'.format(k, v)
+    origin = (10, 30 + (25 * i))
+    cv.putText(im, t, origin, cv.FONT_HERSHEY_SIMPLEX, 0.5, color, thickness=2, lineType=2)
\ No newline at end of file
diff --git a/megapixels/app/processors/face_recognition.py b/megapixels/app/processors/face_recognition.py
new file mode 100644
index 00000000..9c3a301d
--- /dev/null
+++ b/megapixels/app/processors/face_recognition.py
@@ -0,0 +1,43 @@
+import os
+from os.path import join
+from pathlib import Path
+
+import cv2 as cv
+import numpy as np
+import dlib
+import imutils
+
+from app.utils import im_utils, logger_utils
+from app.models.bbox import BBox
+from app.settings import app_cfg as cfg
+from app.settings import types
+    
+class RecognitionDLIB:
+
+  # https://github.com/davisking/dlib/blob/master/python_examples/face_recognition.py
+  # facerec.compute_face_descriptor(img, shape, 100, 0.25)
+
+  def __init__(self, opt_gpu=0):
+    self.log = logger_utils.Logger.getLogger()
+    if opt_gpu > 0:
+      cuda_visible_devices = os.getenv('CUDA_VISIBLE_DEVICES', '')
+      os.environ['CUDA_VISIBLE_DEVICES'] = str(opt_gpu)
+      self.predictor = dlib.shape_predictor(cfg.DIR_MODELS_DLIB_5PT)
+      self.facerec = dlib.face_recognition_model_v1(cfg.DIR_MODELS_DLIB_FACEREC_RESNET)
+      os.environ['CUDA_VISIBLE_DEVICES'] = cuda_visible_devices  # reset GPU env
+
+  def vec(self, im, bbox, width=100, 
+    jitters=cfg.DLIB_FACEREC_JITTERS, padding=cfg.DLIB_FACEREC_PADDING):
+    # Converts image and bbox into 128d vector
+    # scale the image so the face is always 100x100 pixels
+
+    scale = width / bbox.width
+    im = cv.resize(im, (scale, scale), interploation=cv.INTER_LANCZOS4)
+    bbox_dlib = bbox.to_dlib()
+    face_shape = self.predictor(im, bbox_dlib)
+    vec = self.facerec.compute_face_descriptor(im, face_shape, jitters, padding)
+    return vec
+
+
+  def similarity(self, query_enc, known_enc):
+    return np.linalg.norm(query_enc - known_enc, axis=1)
diff --git a/megapixels/app/settings/app_cfg.py b/megapixels/app/settings/app_cfg.py
index 3e60a9b4..4c540231 100644
--- a/megapixels/app/settings/app_cfg.py
+++ b/megapixels/app/settings/app_cfg.py
@@ -39,9 +39,7 @@ DIR_MODELS_DLIB = join(DIR_MODELS,'dlib')
 DIR_MODELS_DLIB_CNN = join(DIR_MODELS_DLIB, 'mmod_human_face_detector.dat')
 DIR_MODELS_DLIB_5PT = join(DIR_MODELS_DLIB, 'shape_predictor_5_face_landmarks.dat')
 DIR_MODELS_DLIB_68PT = join(DIR_MODELS_DLIB, 'shape_predictor_68_face_landmarks.dat')
-
-
-types.HaarCascade.FRONTAL
+DIR_MODELS_DLIB_FACEREC_RESNET = join(DIR_MODELS_DLIB, 'dlib_face_recognition_resnet_model_v1.dat')
 
 # Test images
 DIR_TEST_IMAGES = join(DIR_APP, 'test', 'images')
@@ -71,6 +69,10 @@ CKPT_ZERO_PADDING = 9
 HASH_TREE_DEPTH = 3
 HASH_BRANCH_SIZE = 3
 
+
+DLIB_FACEREC_JITTERS = 5  # number of face recognition jitters
+DLIB_FACEREC_PADDING = 0.25  # default dlib
+
 # -----------------------------------------------------------------------------
 # Logging options exposed for custom click Params
 # -----------------------------------------------------------------------------
@@ -94,4 +96,11 @@ black, red, green, yellow, blue, purple, cyan and white.
 bold, bold_{color}, fg_bold_{color}, bg_bold_{color}: Bold/bright colors.
 reset: Clear all formatting (both foreground and background colors).
 """
-LOGFILE_FORMAT = "%(log_color)s%(levelname)-8s%(reset)s %(cyan)s%(filename)s:%(lineno)s:%(bold_cyan)s%(funcName)s() %(reset)s%(message)s"
\ No newline at end of file
+LOGFILE_FORMAT = "%(log_color)s%(levelname)-8s%(reset)s %(cyan)s%(filename)s:%(lineno)s:%(bold_cyan)s%(funcName)s() %(reset)s%(message)s"
+
+
+# -----------------------------------------------------------------------------
+# S3 storage
+# -----------------------------------------------------------------------------
+S3_MEDIA_ROOT = 's3://megapixels/v1/media/'
+S3_METADATA_ROOT = 's3://megapixels/v1/metadata/'
diff --git a/megapixels/app/settings/types.py b/megapixels/app/settings/types.py
index 52470034..e9107803 100644
--- a/megapixels/app/settings/types.py
+++ b/megapixels/app/settings/types.py
@@ -10,7 +10,7 @@ def find_type(name, enum_type):
 
 class FaceDetectNet(Enum):
   """Scene text detector networks"""
-  HAAR, DLIB_CNN, DLIB_HOG, CVDNN = range(4)
+  HAAR, DLIB_CNN, DLIB_HOG, CVDNN, MTCNN = range(5)
 
 class CVBackend(Enum):
   """OpenCV 3.4.2+ DNN target type"""
diff --git a/megapixels/commands/cv/csv_to_faces_mt.py b/megapixels/commands/cv/csv_to_faces_mt.py
new file mode 100644
index 00000000..64c8b965
--- /dev/null
+++ b/megapixels/commands/cv/csv_to_faces_mt.py
@@ -0,0 +1,105 @@
+"""
+Reads in CSV of ROIs and extracts facial regions with padding
+"""
+
+import click
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input CSV')
+@click.option('-m', '--media', 'opt_dir_media', required=True,
+  help='Input image/video directory')
+@click.option('-o', '--output', 'opt_dir_out', required=True,
+  help='Output directory for extracted ROI images')
+@click.option('--slice', 'opt_slice', type=(int, int), default=(None, None),
+  help='Slice list of files')
+@click.option('--padding', 'opt_padding', default=0.25,
+  help='Facial padding as percentage of face width')
+@click.option('--ext', 'opt_ext_out', default='png', type=click.Choice(['jpg', 'png']),
+  help='Output image type')
+@click.option('--min', 'opt_min', default=(60, 60),
+  help='Minimum original face size')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_dir_media, opt_dir_out, opt_slice, 
+  opt_padding, opt_ext_out, opt_min):
+  """Converts ROIs to images"""
+  
+  import os
+  from os.path import join
+  from pathlib import Path
+  from glob import glob
+  
+  from tqdm import tqdm
+  import numpy as np
+  from PIL import Image, ImageOps, ImageFilter, ImageDraw
+  import cv2 as cv
+  import pandas as pd
+
+  from app.utils import logger_utils, file_utils, im_utils
+  from app.models.bbox import BBox
+
+  # -------------------------------------------------
+  # process here
+  log = logger_utils.Logger.getLogger()
+  
+  df_rois = pd.read_csv(opt_fp_in, dtype={'subdir': str, 'fn': str})
+  if opt_slice:
+    df_rois = df_rois[opt_slice[0]:opt_slice[1]]
+  
+  log.info('Processing {:,} rows'.format(len(df_rois)))
+
+  file_utils.mkdirs(opt_dir_out)
+
+  df_rois_grouped = df_rois.groupby(['fn'])  # group by fn/filename
+  groups = df_rois_grouped.groups
+  skipped = []
+
+  for group in tqdm(groups):
+    # get image
+    group_rows = df_rois_grouped.get_group(group)
+
+    row = group_rows.iloc[0]
+    fp_im = join(opt_dir_media, str(row['subdir']), '{fn}.{ext}'.format(**row))  # TODO change to ext
+    try:
+      im = Image.open(fp_im).convert('RGB')
+      im.verify()
+    except Exception as e:
+      log.warn('Could not open: {}'.format(fp_im))
+      log.error(e)
+      continue
+
+    for idx, roi in group_rows.iterrows():
+      # get bbox to im dimensions
+      xywh = [roi['x'], roi['y'], roi['w'] , roi['h']]
+      bbox = BBox.from_xywh(*xywh)
+      dim = im.size
+      bbox_dim = bbox.to_dim(dim)
+      # expand
+      opt_padding_px = int(opt_padding * bbox_dim.width)
+      bbox_dim_exp = bbox_dim.expand_dim(opt_padding_px, dim)
+      # crop
+      x1y2 = bbox_dim_exp.pt_tl + bbox_dim_exp.pt_br
+      im_crop = im.crop(box=x1y2)
+
+      # strip exif, create new image and paste data
+      im_crop_data = list(im_crop.getdata())
+      im_crop_no_exif = Image.new(im_crop.mode, im_crop.size)
+      im_crop_no_exif.putdata(im_crop_data)
+
+      # save
+      idx_zpad = file_utils.zpad(idx, zeros=3)
+      subdir = '' if roi['subdir'] == '.' else '{}_'.format(roi['subdir'])
+      subdir = subdir.replace('/', '_')
+      fp_im_out = join(opt_dir_out, '{}{}{}.{}'.format(subdir, roi['fn'], idx_zpad, opt_ext_out))
+      # threshold size and save
+      if im_crop_no_exif.size[0] < opt_min[0] or im_crop_no_exif.size[1] < opt_min[1]:
+        skipped.append(fp_im_out)
+        log.info('Face too small: {}, idx: {}'.format(fp_im, idx))
+      else:
+        im_crop_no_exif.save(fp_im_out)
+
+  log.info('Skipped {:,} images'.format(len(skipped)))
diff --git a/megapixels/commands/cv/embeddings.py b/megapixels/commands/cv/embeddings.py
new file mode 100644
index 00000000..9cb26ae7
--- /dev/null
+++ b/megapixels/commands/cv/embeddings.py
@@ -0,0 +1,100 @@
+"""
+Crop images to prepare for training
+"""
+
+import click
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input directory')
+@click.option('-r', '--records', 'opt_fp_records', required=True,
+  help='Input directory')
+@click.option('-m', '--media', 'opt_fp_media', required=True,
+  help='Image directory')
+@click.option('-o', '--output', 'opt_fp_out', required=True,
+  help='Output CSV')
+@click.option('--size', 'opt_size', 
+  type=(int, int), default=(300, 300),
+  help='Output image size')
+@click.option('-g', '--gpu', 'opt_gpu', default=0,
+  help='GPU index')
+@click.option('--slice', 'opt_slice', type=(int, int), default=(None, None),
+  help='Slice list of files')
+@click.option('-f', '--force', 'opt_force', is_flag=True,
+  help='Force overwrite file')
+@click.option('-j', '--jitters', 'opt_jitters', default=cfg.DLIB_FACEREC_JITTERS,
+  help='Number of jitters')
+@click.option('-p', '--padding', 'opt_padding', default=cfg.DLIB_FACEREC_PADDING,
+  help='Percentage padding')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_fp_records, opt_fp_out, opt_fp_media, opt_size, opt_gpu,
+  opt_slice, opt_jitters, opt_padding, opt_force):
+  """Converts frames with faces to CSV of rows"""
+  
+  import sys
+  import os
+  from os.path import join
+  from pathlib import Path
+  
+  from tqdm import tqdm
+  import numpy as np
+  import dlib  # must keep a local reference for dlib
+  import cv2 as cv
+  import dlib
+  import pandas as pd
+
+  from app.utils import logger_utils, file_utils, im_utils
+  from app.models.bbox import BBox
+  from app.processors import face_recognition
+
+  # -------------------------------------------------
+  # init here
+
+  log = logger_utils.Logger.getLogger()
+
+  if not opt_force and Path(opt_fp_out).exists():
+    log.error('File exists. Use "-f / --force" to overwite')
+    return
+  
+  # init dlib FR
+  facerec = face_recognition.RecognitionDLIB()
+
+  # load data
+  df_rois = pd.read_csv(opt_fp_in)
+  df_records = pd.read_csv(opt_fp_records)
+
+  if opt_slice:
+    df_rois = df_rois[opt_slice[0]:opt_slice[1]]
+  log.info('Processing {:,} rows'.format(len(df_rois)))
+  nrows = len(df_rois)
+
+  # face vecs
+  vecs = []
+
+  for roi_idx, row in tqdm(df_rois.iterrows(), total=nrows):
+    # make image path
+    record_id = int(row['id'])
+    df = df_records.iloc[record_id]
+    fp_im = join(opt_fp_media, df['subdir'], '{}.{}'.format(df['fn'], df['ext'])) 
+    # load image
+    im = cv.imread(fp_im)
+    # make bbox
+    xywh = [row['x'], row['y'], row['w'] , row['h']]
+    bbox = BBox.from_xywh(*xywh)
+    # scale to actual image size
+    dim = (row['image_width'], row['image_height'])
+    bbox_dim = bbox.to_dim(dim)
+    # compute vec
+    vec = facerec.vec(im, bbox_dim, jitters=opt_jitters, padding=opt_padding)
+    vec_str = ','.join([repr(x) for x in vec])
+    vecs.append( {'id': row['id'], 'vec': vec_str})
+  
+  # save data
+  file_utils.mkdirs(opt_fp_out)
+  df_vecs = pd.DataFrame.from_dict(vecs)
+  df_vecs.to_csv(opt_fp_out, index=False)
+  log.info('saved {:,} lines to {}'.format(len(df_vecs), opt_fp_out))
\ No newline at end of file
diff --git a/megapixels/commands/cv/face_pose_to_csv.py b/megapixels/commands/cv/face_pose_to_csv.py
new file mode 100644
index 00000000..ca7489de
--- /dev/null
+++ b/megapixels/commands/cv/face_pose_to_csv.py
@@ -0,0 +1,105 @@
+"""
+Crop images to prepare for training
+"""
+
+import click
+# from PIL import Image, ImageOps, ImageFilter, ImageDraw
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+color_filters = {'color': 1, 'gray': 2, 'all': 3}
+
+@click.command()
+@click.option('-f', '--files', 'opt_fp_files', required=True,
+  help='Input ROI CSV')
+@click.option('-r', '--rois', 'opt_fp_rois', required=True,
+  help='Input ROI CSV')
+@click.option('-m', '--media', 'opt_dir_media', required=True,
+  help='Input media directory')
+@click.option('-o', '--output', 'opt_fp_out', required=True,
+  help='Output CSV')
+@click.option('--size', 'opt_size', 
+  type=(int, int), default=(300, 300),
+  help='Output image size')
+@click.option('--slice', 'opt_slice', type=(int, int), default=(None, None),
+  help='Slice list of files')
+@click.option('-f', '--force', 'opt_force', is_flag=True,
+  help='Force overwrite file')
+@click.pass_context
+def cli(ctx, opt_fp_files, opt_fp_rois, opt_dir_media, opt_fp_out, opt_size, 
+  opt_slice, opt_force):
+  """Converts ROIs to pose: roll, yaw, pitch"""
+  
+  import sys
+  import os
+  from os.path import join
+  from pathlib import Path
+  from glob import glob
+  
+  from tqdm import tqdm
+  import numpy as np
+  import dlib  # must keep a local reference for dlib
+  import cv2 as cv
+  import pandas as pd
+
+  from app.models.bbox import BBox
+  from app.utils import logger_utils, file_utils, im_utils
+  from app.processors.face_landmarks import LandmarksDLIB
+  from app.processors.face_pose import FacePoseDLIB
+
+  # -------------------------------------------------
+  # init here
+
+  log = logger_utils.Logger.getLogger()
+
+  # init face processors
+  face_pose = FacePoseDLIB()
+  face_landmarks = LandmarksDLIB()
+
+  df_files = pd.read_csv(opt_fp_files)
+  df_rois = pd.read_csv(opt_fp_rois)
+
+  if not opt_force and Path(opt_fp_out).exists():
+    log.error('File exists. Use "-f / --force" to overwite')
+    return
+  
+  if opt_slice:
+    df_rois = df_rois[opt_slice[0]:opt_slice[1]]
+  
+  # -------------------------------------------------
+  # process here
+
+  df_roi_groups = df_rois.groupby('index')
+  log.debug('processing {:,} groups'.format(len(df_roi_groups)))
+
+
+  poses = []
+
+  #for df_roi_group in tqdm(df_roi_groups.itertuples(), total=len(df_roi_groups)):
+  for df_roi_group_idx, df_roi_group in tqdm(df_roi_groups):
+    # make fp
+    image_index = df_roi_group.image_index.values[0]
+    pds_file = df_files.iloc[image_index]
+    fp_im = join(opt_dir_media, pds_file.subdir, '{}.{}'.format(pds_file.fn, pds_file.ext))
+    im = cv.imread(fp_im)
+    # get bbox
+    x = df_roi_group.x.values[0]
+    y = df_roi_group.y.values[0]
+    w = df_roi_group.w.values[0]
+    h = df_roi_group.h.values[0]
+    dim = im.shape[:2][::-1]
+    bbox = BBox.from_xywh(x, y, w, h).to_dim(dim)
+    # get pose
+    landmarks = face_landmarks.landmarks(im, bbox)
+    pose = face_pose.pose(landmarks, dim)
+    pose['image_index'] = image_index
+    poses.append(pose)
+
+
+  # save date
+  file_utils.mkdirs(opt_fp_out)
+  df = pd.DataFrame.from_dict(poses)
+  df.index.name = 'index'
+  df.to_csv(opt_fp_out)
\ No newline at end of file
diff --git a/megapixels/commands/cv/faces_to_csv.py b/megapixels/commands/cv/faces_to_csv.py
index 07226c31..1fd47571 100644
--- a/megapixels/commands/cv/faces_to_csv.py
+++ b/megapixels/commands/cv/faces_to_csv.py
@@ -30,7 +30,7 @@ color_filters = {'color': 1, 'gray': 2, 'all': 3}
   help='GPU index')
 @click.option('--conf', 'opt_conf_thresh', default=0.85, type=click.FloatRange(0,1),
   help='Confidence minimum threshold')
-@click.option('--pyramids', 'opt_pyramids', default=0, type=click.IntRange(0,4),
+@click.option('-p', '--pyramids', 'opt_pyramids', default=0, type=click.IntRange(0,4),
   help='Number pyramids to upscale for DLIB detectors')
 @click.option('--slice', 'opt_slice', type=(int, int), default=(None, None),
   help='Slice list of files')
@@ -78,6 +78,8 @@ def cli(ctx, opt_dirs_in, opt_fp_out, opt_ext, opt_size, opt_detector_type,
     detector = face_detector.DetectorDLIBCNN(opt_gpu)
   elif opt_detector_type == types.FaceDetectNet.DLIB_HOG:
     detector = face_detector.DetectorDLIBHOG()
+  elif opt_detector_type == types.FaceDetectNet.MTCNN:
+    detector = face_detector.DetectorMTCNN()
   elif opt_detector_type == types.FaceDetectNet.HAAR:
     log.error('{} not yet implemented'.format(opt_detector_type.name))
     return
@@ -129,6 +131,8 @@ def cli(ctx, opt_dirs_in, opt_fp_out, opt_ext, opt_size, opt_detector_type,
     subdir = str(fpp_im.parent.relative_to(opt_dir_in))
 
     for bbox in bboxes:
+      # log.debug('is square: {}'.format(bbox.w == bbox.h))
+      nw,nh = int(bbox.w * im.shape[1]),  int(bbox.h * im.shape[0])
       roi = {
         'fn': fpp_im.stem, 
         'ext': fpp_im.suffix.replace('.',''), 
diff --git a/megapixels/commands/cv/faces_to_csv_indexed.py b/megapixels/commands/cv/faces_to_csv_indexed.py
new file mode 100644
index 00000000..ef958f89
--- /dev/null
+++ b/megapixels/commands/cv/faces_to_csv_indexed.py
@@ -0,0 +1,156 @@
+"""
+Crop images to prepare for training
+"""
+
+import click
+# from PIL import Image, ImageOps, ImageFilter, ImageDraw
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+color_filters = {'color': 1, 'gray': 2, 'all': 3}
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input CSV (eg image_files.csv)')
+@click.option('-m', '--media', 'opt_dir_media', required=True,
+  help='Input media directory')
+@click.option('-o', '--output', 'opt_fp_out', required=True,
+  help='Output CSV')
+@click.option('--size', 'opt_size', 
+  type=(int, int), default=(300, 300),
+  help='Output image size')
+@click.option('-t', '--detector-type', 'opt_detector_type',
+  type=cfg.FaceDetectNetVar,
+  default=click_utils.get_default(types.FaceDetectNet.DLIB_CNN),
+  help=click_utils.show_help(types.FaceDetectNet))
+@click.option('-g', '--gpu', 'opt_gpu', default=0,
+  help='GPU index')
+@click.option('--conf', 'opt_conf_thresh', default=0.85, type=click.FloatRange(0,1),
+  help='Confidence minimum threshold')
+@click.option('-p', '--pyramids', 'opt_pyramids', default=0, type=click.IntRange(0,4),
+  help='Number pyramids to upscale for DLIB detectors')
+@click.option('--slice', 'opt_slice', type=(int, int), default=(None, None),
+  help='Slice list of files')
+@click.option('--display/--no-display', 'opt_display', is_flag=True, default=False,
+  help='Display detections to debug')
+@click.option('-f', '--force', 'opt_force', is_flag=True,
+  help='Force overwrite file')
+@click.option('--color', 'opt_color_filter', 
+  type=click.Choice(color_filters.keys()), default='all',
+  help='Filter to keep color or grayscale images (color = keep color')
+@click.option('--largest', 'opt_largest', is_flag=True, 
+  help='Only keep largest face')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_dir_media, opt_fp_out, opt_size, opt_detector_type, 
+  opt_gpu, opt_conf_thresh, opt_pyramids, opt_slice, opt_display, opt_force, opt_color_filter,
+  opt_largest):
+  """Converts frames with faces to CSV of ROIs"""
+  
+  import sys
+  import os
+  from os.path import join
+  from pathlib import Path
+  from glob import glob
+  
+  from tqdm import tqdm
+  import numpy as np
+  import dlib  # must keep a local reference for dlib
+  import cv2 as cv
+  import pandas as pd
+
+  from app.utils import logger_utils, file_utils, im_utils
+  from app.processors import face_detector 
+
+  # -------------------------------------------------
+  # init here
+
+  log = logger_utils.Logger.getLogger()
+
+  if not opt_force and Path(opt_fp_out).exists():
+    log.error('File exists. Use "-f / --force" to overwite')
+    return
+  
+  if opt_detector_type == types.FaceDetectNet.CVDNN:
+    detector = face_detector.DetectorCVDNN()
+  elif opt_detector_type == types.FaceDetectNet.DLIB_CNN:
+    detector = face_detector.DetectorDLIBCNN(opt_gpu)
+  elif opt_detector_type == types.FaceDetectNet.DLIB_HOG:
+    detector = face_detector.DetectorDLIBHOG()
+  elif opt_detector_type == types.FaceDetectNet.MTCNN:
+    detector = face_detector.DetectorMTCNN()
+  elif opt_detector_type == types.FaceDetectNet.HAAR:
+    log.error('{} not yet implemented'.format(opt_detector_type.name))
+    return
+
+  
+  # -------------------------------------------------
+  # process here
+  color_filter = color_filters[opt_color_filter]
+  
+  # get list of files to process
+  df_files = pd.read_csv(opt_fp_in).set_index('index')
+
+  if opt_slice:
+    df_files = df_files[opt_slice[0]:opt_slice[1]]
+  log.debug('processing {:,} files'.format(len(df_files)))
+
+
+  data = []
+
+  for df_file in tqdm(df_files.itertuples(), total=len(df_files)):
+    fp_im = join(opt_dir_media, df_file.subdir, '{}.{}'.format(df_file.fn, df_file.ext))
+    im = cv.imread(fp_im)
+
+    # filter out color or grayscale iamges
+    if color_filter != color_filters['all']:
+      try:
+        is_gray = im_utils.is_grayscale(im)
+        if is_gray and color_filter != color_filters['gray']:
+          log.debug('Skipping grayscale image: {}'.format(fp_im))
+          continue
+      except Exception as e:
+        log.error('Could not check grayscale: {}'.format(fp_im))
+        continue
+        
+    try:
+      bboxes = detector.detect(im, opt_size=opt_size, opt_pyramids=opt_pyramids, opt_largest=opt_largest)
+    except Exception as e:
+      log.error('could not detect: {}'.format(fp_im))
+      log.error('{}'.format(e))
+      continue
+
+    for bbox in bboxes:
+      roi = {
+        'image_index': int(df_file.Index),
+        'x': bbox.x, 
+        'y': bbox.y, 
+        'w': bbox.w, 
+        'h': bbox.h,
+        'image_width': im.shape[1],
+        'image_height': im.shape[0]}
+      data.append(roi)
+    
+    # debug display
+    if opt_display and len(bboxes):
+      bbox_dim = bbox.to_dim(im.shape[:2][::-1])  # w,h
+      im_md = im_utils.resize(im, width=min(1200, opt_size[0]))
+      for bbox in bboxes:
+        bbox_dim = bbox.to_dim(im_md.shape[:2][::-1])
+        cv.rectangle(im_md, bbox_dim.pt_tl, bbox_dim.pt_br, (0,255,0), 3)
+      cv.imshow('', im_md)
+      while True:
+        k = cv.waitKey(1) & 0xFF
+        if k == 27 or k == ord('q'):  # ESC
+          cv.destroyAllWindows()
+          sys.exit()
+        elif k != 255:
+          # any key to continue
+          break
+
+  # save date
+  file_utils.mkdirs(opt_fp_out)
+  df = pd.DataFrame.from_dict(data)
+  df.index.name = 'index'
+  df.to_csv(opt_fp_out)
\ No newline at end of file
diff --git a/megapixels/commands/cv/resize.py b/megapixels/commands/cv/resize.py
index f535c8b6..dcd621b3 100644
--- a/megapixels/commands/cv/resize.py
+++ b/megapixels/commands/cv/resize.py
@@ -62,9 +62,11 @@ centerings = {
   help='Crop focal point')
 @click.option('--slice', 'opt_slice', type=(int, int), default=(None, None),
   help='Slice the input list')
+@click.option('-t', '--threads', 'opt_threads', default=8,
+  help='Number of threads')
 @click.pass_context
 def cli(ctx, opt_dir_in, opt_dir_out, opt_glob_ext, opt_size, opt_scale_method,
- opt_equalize, opt_sharpen, opt_center, opt_slice):
+ opt_equalize, opt_sharpen, opt_center, opt_slice, opt_threads):
   """Crop, mirror images"""
   
   import os
@@ -72,6 +74,8 @@ def cli(ctx, opt_dir_in, opt_dir_out, opt_glob_ext, opt_size, opt_scale_method,
   from pathlib import Path
   from glob import glob
   from tqdm import tqdm
+  from multiprocessing.dummy import Pool as ThreadPool
+  from functools import partial
 
   from app.utils import logger_utils, file_utils, im_utils
   
@@ -80,46 +84,63 @@ def cli(ctx, opt_dir_in, opt_dir_out, opt_glob_ext, opt_size, opt_scale_method,
 
   log = logger_utils.Logger.getLogger()
 
-  centering = centerings[opt_center]
 
   # -------------------------------------------------
   # process here
 
+  def pool_resize(fp_im, opt_size, scale_method, centering):
+    # Threaded image resize function
+    try:
+      pbar.update(1)
+      try:
+        im = Image.open(fp_im).convert('RGB')
+        im.verify()
+      except Exception as e:
+        log.warn('Could not open: {}'.format(fp_im))
+        log.error(e)
+        return False
+
+      im = ImageOps.fit(im, opt_size, method=scale_method, centering=centering)
+
+      if opt_equalize:
+        im_np = im_utils.pil2np(im)
+        im_np_eq = eq_hist_yuv(im_np)
+        im_np = cv.addWeighted(im_np_eq, 0.35, im_np, 0.65, 0)
+        im = im_utils.np2pil(im_np)
+
+      if opt_sharpen:
+        im = im.filter(ImageFilter.UnsharpMask)
+        
+      fp_out = join(opt_dir_out, Path(fp_im).name)
+      im.save(fp_out)
+      return True
+    except:
+      return False
+
+  centering = centerings[opt_center]
+  scale_method = methods[opt_scale_method]
+
   # get list of files to process
   fp_ims = glob(join(opt_dir_in, '*.{}'.format(opt_glob_ext)))
   if opt_slice:
     fp_ims = fp_ims[opt_slice[0]:opt_slice[1]]
   log.info('processing {:,} files'.format(len(fp_ims)))
   
-  # set scale method
-  scale_method = methods[opt_scale_method]
-
+  
   # ensure output dir exists
   file_utils.mkdirs(opt_dir_out)
 
-  # resize and save images
-  for fp_im in tqdm(fp_ims):
-    try:
-      im = Image.open(fp_im).convert('RGB')
-      im.verify()
-    except Exception as e:
-      log.warn('Could not open: {}'.format(fp_im))
-      log.error(e)
-      continue
-
-    im = ImageOps.fit(im, opt_size, method=scale_method, centering=centering)
-
-    if opt_equalize:
-      im_np = im_utils.pil2np(im)
-      im_np_eq = eq_hist_yuv(im_np)
-      im_np = cv.addWeighted(im_np_eq, 0.35, im_np, 0.65, 0)
-      im = im_utils.np2pil(im_np)
-
-    if opt_sharpen:
-      im = im.filter(ImageFilter.UnsharpMask)
-      
-    fp_out = join(opt_dir_out, Path(fp_im).name)
-    im.save(fp_out)
+  # setup multithreading
+  pbar = tqdm(total=len(fp_ims))
+  pool_resize = partial(pool_resize, opt_size=opt_size, scale_method=scale_method, centering=centering)
+  #result_list = pool.map(prod_x, data_list)
+  pool = ThreadPool(opt_threads) 
+  with tqdm(total=len(fp_ims)) as pbar:
+    results = pool.map(pool_resize, fp_ims)
+  pbar.close()
+
+  log.info('Resized: {} / {} images'.format(results.count(True), len(fp_ims)))
+
 
 
 def eq_hist_yuv(im):
diff --git a/megapixels/commands/datasets/add_uuid.py b/megapixels/commands/datasets/add_uuid.py
new file mode 100644
index 00000000..9c14c0e3
--- /dev/null
+++ b/megapixels/commands/datasets/add_uuid.py
@@ -0,0 +1,44 @@
+import click
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+from app.utils.logger_utils import Logger
+
+log = Logger.getLogger()
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input directory')
+@click.option('-o', '--output', 'opt_fp_out',
+  help='Output directory')
+@click.option('-f', '--force', 'opt_force', is_flag=True,
+  help='Force overwrite file')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_fp_out, opt_force):
+  """Appends UUID to records CSV"""
+  
+  from glob import glob
+  from os.path import join
+  from pathlib import Path
+  import base64
+  import uuid
+
+  from tqdm import tqdm
+  import pandas as pd
+  
+  if not opt_force and Path(opt_fp_out).exists():
+    log.error('File exists. Use "-f / --force" to overwite')
+    return
+
+  # load names
+  df_records = pd.read_csv(opt_fp_in)
+  records = df_records.to_dict('index')
+  # append a UUID to every entry
+  for idx, item in records.items():
+    records[idx]['uuid'] = uuid.uuid4()
+  # save to csv
+  df_uuid = pd.DataFrame.from_dict(list(records.values()))  # ignore the indices
+  df_uuid.to_csv(opt_fp_out, index=False)
+
+  log.info('done')
\ No newline at end of file
diff --git a/megapixels/commands/datasets/feret.py b/megapixels/commands/datasets/feret.py
new file mode 100644
index 00000000..906b4e37
--- /dev/null
+++ b/megapixels/commands/datasets/feret.py
@@ -0,0 +1,139 @@
+import bz2
+import io
+
+import click
+from PIL import Image
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+from app.utils.logger_utils import Logger
+
+log = Logger.getLogger()
+
+pose_choices = {
+'fa':0, 'fb':0, 'hl':67.5, 'hr':-67.5, 'pl':90, 'pr':-90, 
+'ql':22.5, 'qr':-22.5, 'ra':45, 'rb':15, 'rc':-15, 'rd':-45, 're':-75}
+
+poses_left = ['hl', 'ql', 'pl', 'ra', 'rb']
+poses_right = ['hr', 'qr', 'pr', 'rc', 're', 're']
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input directory')
+@click.option('-o', '--output', 'opt_fp_out', required=True,
+  help='Output directory')
+@click.option('-a', '--angle', 'opt_angle', type=(float, float), default=(0,0),
+  help='Min/max face angles')
+@click.option('-t', '--threads', 'opt_threads', default=8,
+  help='Number of threads')
+@click.option('--flip', 'opt_flip', type=click.Choice(['r', 'l']), 
+  help='Flip profile images to the R or L')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_fp_out, opt_angle, opt_threads, opt_flip):
+  """Extracts FERET images"""
+  
+  from glob import glob
+  from os.path import join
+  from pathlib import Path
+  import time
+  from tqdm import tqdm
+  from multiprocessing.dummy import Pool as ThreadPool
+  from functools import partial
+
+  from PIL import ImageOps
+  from app.utils import file_utils
+
+  # filter angles
+  poses = [k for k, v in pose_choices.items() if \
+    abs(v) >= opt_angle[0] and abs(v) <= opt_angle[1]]
+  
+  # glob images dir for all *ppm.bz2
+  fp_ims = []
+  for pose in poses:
+    log.info('globbing pose: {}'.format(pose))
+    fp_ims += glob(join(opt_fp_in, '**/*_{}.ppm.bz2').format(pose))
+  log.info('Processing: {:,} files'.format(len(fp_ims)))
+  
+  # convert bz2 to png
+  def pool_func(fp_im, opt_fp_out, opt_flip):
+    try:
+      pbar.update(1)
+      im_pil = bz2_to_pil(fp_im)
+      fpp_im = Path(fp_im)
+      fp_out = join(opt_fp_out, '{}.png'.format(fpp_im.stem))
+      fp_out = fp_out.replace('.ppm','')  # remove ppm
+      if opt_flip:
+        pose_code = fpp_im.stem.split('_')[-1][:2]
+        # log.debug('opt_flip: {}, found: {}'.format(opt_flip, pose_code))
+        if opt_flip == 'r' and pose_code in poses_right \
+          or opt_flip == 'l' and pose_code in poses_left:
+            im_pil = ImageOps.mirror(im_pil)
+      im_pil.save(fp_out)
+      return True
+    except Exception as e:
+      log.error('Error processing: {}, error: {}'.format(fp_im, e))
+      return False
+
+  # make output directory
+  file_utils.mkdirs(opt_fp_out)
+
+  # setup multithreading
+  pbar = tqdm(total=len(fp_ims))
+  pool_resize = partial(pool_func, opt_fp_out=opt_fp_out, opt_flip=opt_flip)
+  pool = ThreadPool(opt_threads) 
+  with tqdm(total=len(fp_ims)) as pbar:
+    results = pool.map(pool_resize, fp_ims)
+  pbar.close()
+
+  # results
+  log.info('Converted: {} / {} images'.format(results.count(True), len(fp_ims)))
+
+  
+# ------------------------------------------------------------------
+# local utils
+
+def bz2_to_pil(fp_src):
+  with open(fp_src, 'rb') as fp:
+    im_raw = bz2.decompress(fp.read())
+  im_pil = Image.open(io.BytesIO(im_raw))
+  return im_pil
+
+
+
+"""
+
+A breakdown of the images by pose is:
+  Pose Angle   Images Subjects
+  fa       0     1364      994
+  fb       0     1358      993
+  hl   +67.5     1267      917
+  hr   -67.5     1320      953
+  pl     +90     1312      960
+  pr     -90     1363      994
+  ql   +22.5      761      501
+  qr   -22.5      761      501
+  ra     +45      321      261
+  rb     +15      321      261
+  rc     -15      610      423
+  rd     -45      290      236
+  re     -75      290      236
+
+  There are 13 different poses. (The orientation "right" means
+facing the photographer's right.)
+  fa  regular frontal image
+  fb  alternative frontal image, taken shortly after the
+      corresponding fa image
+  pl  profile left
+  hl  half left - head turned about 67.5 degrees left
+  ql  quarter left - head turned about 22.5 degrees left
+  pr  profile right
+  hr  half right - head turned about 67.5 degrees right
+  qr  quarter right - head turned about 22.5 degrees right
+  ra  random image - head turned about 45 degree left
+  rb  random image - head turned about 15 degree left
+  rc  random image - head turned about 15 degree right
+  rd  random image - head turned about 45 degree right
+  re  random image - head turned about 75 degree right
+
+"""
\ No newline at end of file
diff --git a/megapixels/commands/datasets/s3.py b/megapixels/commands/datasets/s3.py
new file mode 100644
index 00000000..7769896b
--- /dev/null
+++ b/megapixels/commands/datasets/s3.py
@@ -0,0 +1,47 @@
+import click
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+s3_dirs = {'media': cfg.S3_MEDIA_ROOT, 'metadata': cfg.S3_METADATA_ROOT}
+
+@click.command()
+@click.option('-i', '--input', 'opt_fps_in', required=True, multiple=True,
+  help='Input directory')
+@click.option('--name', 'opt_dataset_name', required=True,
+  help='Dataset key (eg "lfw"')
+@click.option('-a', '--action', 'opt_action', type=click.Choice(['sync', 'put']), default='sync',
+  help='S3 action')
+@click.option('-t', '--type', 'opt_type', type=click.Choice(s3_dirs.keys()), required=True,
+  help='S3 location')
+@click.option('--dry-run', 'opt_dryrun', is_flag=True, default=False)
+@click.pass_context
+def cli(ctx, opt_fps_in, opt_dataset_name, opt_action, opt_type, opt_dryrun):
+  """Syncs files with S3/spaces server"""
+  
+  from os.path import join
+  from pathlib import Path
+  
+  from tqdm import tqdm
+  import pandas as pd
+  import subprocess
+
+  from app.utils import logger_utils, file_utils
+  
+  # -------------------------------------------------
+  # init here
+
+  log = logger_utils.Logger.getLogger()
+  for opt_fp_in in opt_fps_in:
+    dir_dst = join(s3_dirs[opt_type], opt_dataset_name, '')
+    if Path(opt_fp_in).is_dir():
+      fp_src = join(opt_fp_in, '')  # add trailing slashes
+    else:
+      fp_src = join(opt_fp_in) 
+    cmd = ['s3cmd', opt_action, fp_src, dir_dst, '-P', '--follow-symlinks']
+    log.info(' '.join(cmd))
+    if not opt_dryrun:
+      subprocess.call(cmd)
+
+  
\ No newline at end of file
diff --git a/megapixels/commands/datasets/symlink.py b/megapixels/commands/datasets/symlink.py
new file mode 100644
index 00000000..70ec6c46
--- /dev/null
+++ b/megapixels/commands/datasets/symlink.py
@@ -0,0 +1,45 @@
+import click
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input records CSV')
+@click.option('-m', '--media', 'opt_fp_media', required=True,
+  help='Input media directory')
+@click.option('-o', '--output', 'opt_fp_out', required=True,
+  help='Output directory')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_fp_media, opt_fp_out):
+  """Symlinks images to new directory for S3"""
+  
+  import sys
+  import os
+  from os.path import join
+  from pathlib import Path
+  
+  from tqdm import tqdm
+  import pandas as pd
+
+  from app.utils import logger_utils, file_utils
+  
+  # -------------------------------------------------
+  # init here
+
+  log = logger_utils.Logger.getLogger()
+
+  df_records = pd.read_csv(opt_fp_in)
+  nrows = len(df_records)
+
+  file_utils.mkdirs(opt_fp_out)
+
+  for record_id, row in tqdm(df_records.iterrows(), total=nrows):
+    # make image path
+    df = df_records.iloc[record_id]
+    fpp_src = Path(join(opt_fp_media, df['subdir'], '{}.{}'.format(df['fn'], df['ext'])))
+    fpp_dst = Path(join(opt_fp_out, '{}.{}'.format(df['uuid'], df['ext'])))
+    fpp_dst.symlink_to(fpp_src)
+
+  log.info('symlinked {:,} files'.format(nrows))
\ No newline at end of file
diff --git a/megapixels/commands/datasets/vecs_to_id.py b/megapixels/commands/datasets/vecs_to_id.py
new file mode 100644
index 00000000..07c7389e
--- /dev/null
+++ b/megapixels/commands/datasets/vecs_to_id.py
@@ -0,0 +1,50 @@
+import click
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input directory')
+@click.option('-r', '--records', 'opt_fp_records', required=True,
+  help='Input directory')
+@click.option('-o', '--output', 'opt_fp_out', required=True,
+  help='Output JSON')
+@click.option('-f', '--force', 'opt_force', is_flag=True,
+  help='Force overwrite file')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_fp_records, opt_fp_out,opt_force):
+  """Merges ID with face vectors"""
+  
+  import sys
+  import os
+  from os.path import join
+  from pathlib import Path
+  
+  from tqdm import tqdm
+  import pandas as pd
+
+  from app.utils import logger_utils, file_utils
+  
+  # -------------------------------------------------
+  # init here
+
+  log = logger_utils.Logger.getLogger()
+
+  df_vecs = pd.read_csv(opt_fp_in)
+  df_records = pd.read_csv(opt_fp_records)
+  nrows = len(df_vecs)
+
+  # face vecs
+  id_vecs = {}
+
+  for roi_idx, row in tqdm(df_vecs.iterrows(), total=nrows):
+    record_id = int(row['id'])
+    vec = row['vec'].split(',')
+    id_vecs[record_id] = vec
+
+  # save as JSON
+  file_utils.write_json(id_vecs, opt_fp_out, verbose=True)
+
+  
\ No newline at end of file
diff --git a/megapixels/commands/datasets/vecs_to_uuid.py b/megapixels/commands/datasets/vecs_to_uuid.py
new file mode 100644
index 00000000..7bb82083
--- /dev/null
+++ b/megapixels/commands/datasets/vecs_to_uuid.py
@@ -0,0 +1,56 @@
+"""
+Crop images to prepare for training
+"""
+
+import click
+
+from app.settings import types
+from app.utils import click_utils
+from app.settings import app_cfg as cfg
+
+@click.command()
+@click.option('-i', '--input', 'opt_fp_in', required=True,
+  help='Input directory')
+@click.option('-r', '--records', 'opt_fp_records', required=True,
+  help='Input directory')
+@click.option('-o', '--output', 'opt_fp_out', required=True,
+  help='Output JSON')
+@click.option('-f', '--force', 'opt_force', is_flag=True,
+  help='Force overwrite file')
+@click.pass_context
+def cli(ctx, opt_fp_in, opt_fp_records, opt_fp_out,opt_force):
+  """Merges UUID with face vectors"""
+  
+  import sys
+  import os
+  from os.path import join
+  from pathlib import Path
+  
+  from tqdm import tqdm
+  import pandas as pd
+
+  from app.utils import logger_utils, file_utils
+  
+  # -------------------------------------------------
+  # init here
+
+  log = logger_utils.Logger.getLogger()
+
+  df_vecs = pd.read_csv(opt_fp_in)
+  df_records = pd.read_csv(opt_fp_records)
+  nrows = len(df_vecs)
+
+  # face vecs
+  uuid_vecs = {}
+
+  for roi_idx, row in tqdm(df_vecs.iterrows(), total=nrows):
+    # make image path
+    record_id = int(row['id'])
+    uuid = df_records.iloc[record_id]['uuid']
+    vec = row['vec'].split(',')
+    uuid_vecs[uuid] = vec
+
+  # save as JSON
+  file_utils.write_json(uuid_vecs, opt_fp_out)
+
+  
\ No newline at end of file
-- 
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